<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="systematic-review" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.160723.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Systematic Review</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Agroforestry systems in Ethiopia: A systematic review of climate change mitigation, adaptation, and sustainable land management potential</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 2 not approved]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Bogale</surname>
                        <given-names>Daba</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Ethiopian Forest Development, Dire Dawa Center, Dire Dawa, P.O. Box 1708, Ethiopia</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:dababogale@gmail.com">dababogale@gmail.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>12</day>
                <month>3</month>
                <year>2025</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2025</year>
            </pub-date>
            <volume>14</volume>
            <elocation-id>286</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>28</day>
                    <month>2</month>
                    <year>2025</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Bogale D</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/14-286/pdf"/>
            <abstract>
                <p>This review examines the role of agroforestry systems in Ethiopia, focusing on their contributions to soil health improvement and carbon sequestration for climate change mitigation. The study utilized a meta-analysis approach, gathering data from prominent databases such as Scopus, Web of Science, PubMed, Google Scholar, and AGRICOLA. Keywords related to agroforestry and climate change mitigation were used to screen relevant studies. A total of 54 studies were included after systematic screening and full-text review based on eligibility criteria. The analysis employed both descriptive and quantitative synthesis to evaluate the effectiveness of agroforestry in improving soil fertility, carbon sequestration, and resilience to climate change. The results showed that agroforestry systems, including parkland and coffee-based systems enhance soil organic carbon (SOC) and increase soil fertility. Coffee-based agroforestry systems, for instance, sequester up to 7.2 tons of CO&#x2082; per hectare annually, while home-gardens in southern Ethiopia store up to 150 tons of carbon per hectare. The integration of drought-resistant species further improves soil moisture retention and boosts productivity in arid areas. In addition to environmental benefits, agroforestry systems also support food security and economic resilience by diversifying income sources and stabilizing yields in the face of climate variability. The findings underscore the significant potential of agroforestry systems in enhancing soil health, sequestering carbon, and contributing to climate change adaptation and mitigation in Ethiopia.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>agroforestry</kwd>
                <kwd>climate adaptation</kwd>
                <kwd>carbon sequstration</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec id="sec1" sec-type="intro">
            <title>1. Introduction</title>
            <p>Climate change has emerged as one of the most pressing global challenges, exacerbating existing environmental, social, and economic vulnerabilities. Increasingly erratic weather patterns, such as more frequent and severe droughts, floods, and storms, are disrupting ecosystems and threatening the livelihoods of millions worldwide. The agricultural sector, which is particularly sensitive to climate variability, is being hit hard by reduced crop yields, increased pest and disease outbreaks, and altered growing seasons (
                <xref ref-type="bibr" rid="ref24">IPCC, 2019</xref>). As a result, there is an urgent need for climate change mitigation strategies to reduce greenhouse gas emissions and adaptation strategies to cope with these changing conditions. In this context, agroforestry&#x2014;the integration of trees with crops and/or livestock has emerged as a sustainable land-use system that can play a critical role in both climate change mitigation and adaptation (
                <xref ref-type="bibr" rid="ref33">Nair et al., 2009</xref>).</p>
            <p>Agroforestry systems, by integrating trees into agricultural landscapes, offer a range of environmental benefits that contribute to climate change mitigation. Through carbon sequestration in both vegetation and soils, agroforestry systems store substantial amounts of carbon, reducing atmospheric CO
                <sub>2</sub> concentrations (
                <xref ref-type="bibr" rid="ref29">Mbow et al., 2014</xref>). Compared to conventional monoculture farming, agroforestry systems have been shown to accumulate higher carbon stocks in soil and biomass (
                <xref ref-type="bibr" rid="ref54">Zomer et al., 2016</xref>). This capacity to sequester carbon is influenced by factors such as tree density, species selection, and management practices (
                <xref ref-type="bibr" rid="ref36">Schroth et al., 2011</xref>). Moreover, agroforestry systems enhance soil fertility, improve water retention, and reduce soil erosion, making them integral to long-term land productivity (
                <xref ref-type="bibr" rid="ref27">Lal, 2011</xref>).</p>
            <p>As global greenhouse gas emissions continue to rise, the role of agroforestry in mitigating climate change becomes increasingly important. Globally, agroforestry is contributing to the achievement of climate goals, such as those outlined in the Paris Agreement, by promoting practices that both reduce emissions and enhance carbon sinks (
                <xref ref-type="bibr" rid="ref24">IPCC, 2019</xref>). By fostering a diverse range of plant species and ecosystem services, agroforestry systems also help maintain biodiversity and ecosystem health, which are critical for sustainable development (
                <xref ref-type="bibr" rid="ref28">Leakey, 2014</xref>).</p>
            <p>While the global benefits of agroforestry are widely acknowledged, the practice is particularly relevant in developing regions that are highly vulnerable to climate change. In tropical and sub-tropical regions, where agricultural systems face heightened risks due to climate variability, agroforestry can serve as a key tool for building resilience. In many parts of Africa, Asia, and Latin America, agroforestry practices are being adopted to improve soil fertility, enhance water retention, and diversify production systems (
                <xref ref-type="bibr" rid="ref17">Garrity, 2004</xref>; 
                <xref ref-type="bibr" rid="ref29">Mbow et al., 2014</xref>). These systems increase the ability of farming communities to withstand extreme weather events, stabilize income sources, and promote food security.</p>
            <p>Agroforestry also strengthens the adaptive capacity of agricultural systems by improving microclimatic conditions. Trees provide shade that helps reduce the temperature stress on crops, mitigate wind erosion, and protect soil moisture, making them invaluable in arid and semi-arid regions (
                <xref ref-type="bibr" rid="ref25">Jose, 2009</xref>). Evidence from Southeast Asia and Latin America suggests that agroforestry practices help communities adapt to shifting weather patterns by enhancing ecosystem resilience while generating socio-economic benefits such as diversified incomes from tree products (
                <xref ref-type="bibr" rid="ref40">Schroth &amp; Sinclair, 2003</xref>; 
                <xref ref-type="bibr" rid="ref67">FAO, 2013</xref>). In these regions, agroforestry not only contributes to the ecological sustainability of farming systems but also supports the livelihoods of smallholder farmers who are most at risk from climate change.</p>
            <p>Sub-Saharan Africa, where Ethiopia is located, is one of the regions most affected by the impacts of climate change. As rainfall patterns become more erratic and droughts become more frequent, the vulnerability of farming systems is increasing. At the same time, this region presents immense potential for the adoption of agroforestry practices that can mitigate and adapt to climate change. In countries like Kenya, Uganda, and Malawi, agroforestry is already being integrated into smallholder farming systems, where trees are planted alongside crops such as maize, beans, and cassava (
                <xref ref-type="bibr" rid="ref35">Place et al., 2012</xref>). These practices have demonstrated positive impacts on soil fertility, biodiversity, and carbon sequestration.</p>
            <p>Parkland agroforestry systems, in which trees are spaced within crop fields, are common in the Sahel and Horn of Africa. These systems have been shown to increase soil carbon stocks while maintaining agricultural productivity, offering a win-win solution for farmers (
                <xref ref-type="bibr" rid="ref22">Henry et al., 2009</xref>). Studies from these regions suggest that the carbon sequestration capacity of agroforestry systems is influenced by the type of tree species used, their management, and the local environmental conditions (
                <xref ref-type="bibr" rid="ref8">Bayala et al., 2011</xref>). In addition to carbon storage, these systems enhance food security by diversifying production systems and increasing the availability of non-timber forest products (
                <xref ref-type="bibr" rid="ref7">Bayala &amp; Prieto, 2020</xref>).</p>
            <p>Ethiopia, located in the Horn of Africa, is highly vulnerable to the impacts of climate change. The country is already experiencing increased temperatures, erratic rainfall, and more frequent droughts, particularly in the lowland and semi-arid regions. These climate impacts are exacerbating land degradation, food insecurity, and poverty. However, Ethiopia has recognized the importance of agroforestry as a tool for both mitigating and adapting to climate change. Agroforestry systems in Ethiopia are diverse, ranging from traditional home gardens and boundary plantings to more formalized systems such as parklands and alley cropping (
                <xref ref-type="bibr" rid="ref68">Garrity et al., 2010</xref>).</p>
            <p>In Ethiopia, the integration of trees with crops and livestock is a common practice, particularly in highland areas. Home gardens, where fruit trees such as avocado, banana, and papaya are planted alongside vegetables and legumes, contribute to both food security and income diversification for smallholder farmers. These agroforestry systems have been shown to improve soil fertility and enhance water retention, which are critical in areas facing increasing drought frequency (
                <xref ref-type="bibr" rid="ref38">Sileshi et al., 2014</xref>). Additionally, agroforestry practices such as the planting of indigenous tree species have been reported to enhance biodiversity and support ecosystem services such as pollination and pest control (
                <xref ref-type="bibr" rid="ref28">Leakey, 2014</xref>).</p>
            <p>Despite these benefits, the adoption of agroforestry in Ethiopia faces several challenges. Land tenure insecurity, limited access to technical knowledge, and financial constraints are major barriers to the widespread implementation of agroforestry (
                <xref ref-type="bibr" rid="ref41">Swallow et al., 2005</xref>). Furthermore, the lack of a coherent policy framework and financial support systems for agroforestry practices has hindered its expansion. However, there are promising examples of successful agroforestry programs in Ethiopia, particularly those supported by NGOs and international development organizations, which have demonstrated the potential for scaling agroforestry as a tool for climate change mitigation and adaptation (
                <xref ref-type="bibr" rid="ref26">Kumar &amp; Nair, 2011</xref>).</p>
            <p>This meta-analysis provides a comprehensive review of agroforestry practices in the context of climate change mitigation and adaptation, offering valuable insights into their effectiveness across diverse geographical and environmental contexts. By synthesizing data from multiple studies, it highlights the role of agroforestry in sequestering carbon, improving soil fertility, enhancing water retention, and supporting biodiversity, particularly in regions vulnerable to climate change such as Ethiopia. The analysis identifies key factors influencing the success of agroforestry systems, including tree species selection, management practices, and local climatic conditions, and examines agroforestry's contribution to broader environmental and socio-economic benefits. Furthermore, it addresses the barriers to wider adoption, such as land tenure issues and lack of technical support, while offering policy recommendations to promote agroforestry as a sustainable and scalable solution to climate challenges. Overall, this meta-analysis underscores the potential of agroforestry to provide both ecological and socio-economic benefits, with significant implications for climate resilience, sustainable development, and food security.</p>
        </sec>
        <sec id="sec2" sec-type="methods">
            <title>2. Methods</title>
            <sec id="sec3">
                <title>2.1 Data sources and search strategy</title>
                <p>Data sources for the meta-analysis include prominent databases such as Scopus, Web of Science, PubMed, Google Scholar, and AGRICOLA. The search strategy employs Boolean operators (AND, OR) to refine search terms, including phrases like &#x201c;Agroforestry&#x201d; and &#x201c;climate change mitigation,&#x201d; &#x201c;Agroforestry systems&#x201d; and &#x201c;climate adaptation,&#x201d; &#x201c;Carbon sequestration&#x201d; and &#x201c;agroforestry,&#x201d; and &#x201c;Resilience&#x201d; and &#x201c;agroforestry practices.&#x201d; Additional searches will be conducted using citations from relevant articles to ensure comprehensive coverage. Results will be documented and screened systematically following PRISMA guidelines. For study selection, two independent reviewers will screen titles and abstracts for relevance, followed by a full-text review of potentially eligible studies. Disagreements will be resolved through consensus with a third reviewer. Data extraction will be conducted using a structured form to capture study characteristics, methodological details, and key outcomes related to climate change mitigation (e.g., carbon sequestration rates, soil organic carbon) and adaptation (e.g., yield stability, water regulation, and livelihood benefits). Quality assessment will involve tools like the Critical Appraisal Skills Programme (CASP) to evaluate study design, data validity, and confounders, alongside funnel plots and Egger's test to assess publication bias. Data synthesis will include both quantitative and qualitative approaches, with quantitative analysis calculating effect sizes for key metrics and qualitative analysis focusing on thematic patterns in policy and socioeconomic impacts. A random-effects model will address heterogeneity in the meta-analysis, ensuring a robust synthesis of the global evidence on agroforestry&#x2019;s role in climate change mitigation and adaptation.</p>
                <p>2.1.1 
                    <italic toggle="yes">Inclusion criteria and exclusion criteria</italic>
                </p>
                <p>The inclusion criteria for the meta-analysis focus on peer-reviewed journal articles, reports, and conference papers that examine agroforestry systems, including silvo-pastoral systems, alley cropping, home gardens, and parklands. These studies must address outcomes related to climate change mitigation, such as carbon sequestration and reduced emissions, as well as adaptation outcomes like resilience, water management, and food security. The geographical scope includes global practices with an emphasis on diverse agro-ecological zones, and only studies published from 2000 onwards will be considered. Studies with insufficient methodological details, those not addressing both mitigation and adaptation roles, and grey literature lacking peer review will be excluded.</p>
                <p>2.1.2 
                    <italic toggle="yes">Identification and screening of the studies</italic>
                </p>
                <p>The process of identifying, screening, and selecting studies for the meta-analysis is illustrated in the PRISMA Flow Diagram (Extended Data, 
                    <xref ref-type="bibr" rid="ref12">Bogale, D. 2025</xref>), which outlines each key step from the initial identification of studies through to the final selection of eligible records. Initially, a total of 151 records were identified through systematic searches in various databases such as Scopus, Web of Science, PubMed, Google Scholar, and AGRICOLA. These searches were conducted using predefined keywords related to agroforestry, climate change mitigation, and adaptation. An additional 15 records were identified from other sources, including references from previous studies, reports, and conference proceedings, contributing to the total pool of identified studies. After removing irrelevant or duplicate records, the remaining 54 studies were screened for relevance based on their titles and abstracts. At this stage, studies that did not meet the eligibility criteria focusing on the role of agroforestry in mitigating climate change impacts, enhancing climate resilience, and adaptation were excluded. Further evaluation by reading full texts and abstracts led to the exclusion of studies due to methodological issues, lack of relevant outcomes, or failure to address both mitigation and adaptation roles. This step was crucial to refine the final pool of studies. Ultimately, a total of 54 studies were reviewed for their relevance to the role of agroforestry in climate change mitigation and adaptation, specifically focusing on agroforestry systems' contribution to climate resilience, carbon sequestration, yield stability, and overall benefits in diverse agro-ecological zones flow diagram avaliable at (
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.28270775">https://doi.org/10.6084/m9.figshare.28270775</ext-link>.). The final selection of studies, after rigorous screening and eligibility checks, was based on clear criteria reflecting the importance of agroforestry in addressing climate challenges across various regions and systems globally.</p>
            </sec>
            <sec id="sec4">
                <title>2.2 Data synthesis and analysis</title>
                <p>The analysis will consist of three main components. *Descriptive Synthesis* which involve a qualitative synthesis of the key findings from the included studies, focusing on identifying recurring themes related to the effectiveness of agroforestry in climate change mitigation and adaptation across different regions. This will provide a broad understanding of the role of agroforestry in addressing climate challenges. In addition, a *Quantitative Synthesis* which conducted, where applicable, using statistical methods to assess the impact of agroforestry on various indicators such as carbon sequestration, soil fertility, and biodiversity. This approach will help quantify the effectiveness of agroforestry practices in these critical areas. Lastly, a *Geographical and Contextual Analysis* which explore regional trends and differences in agroforestry practices to identify context-specific factors that may influence the outcomes. This analysis will offer insights into how agroforestry's effectiveness varies across different agro-ecological zones and under different environmental and socio-economic conditions.</p>
            </sec>
        </sec>
        <sec id="sec5" sec-type="results">
            <title>3. Result</title>
            <sec id="sec6">
                <title>3.1 Agroforestry research in Ethiopia: A regional perspective</title>
                <p>3.1.1 

                    <italic toggle="yes">Home-garden agroforestry systems</italic>
                </p>
                <p>
Homegarden agroforestry systems are widespread in Southern Ethiopia, particularly in Sidama, Gedeo, and Wolaita zones, where they play a vital role in supporting food security, biodiversity, and household incomes. These systems integrate over 50 plant species per household, including Cordia africana, Millettia ferruginea, and Coffea arabica, which provide a mix of perennial crops, fruit trees, vegetables, and livestock (
                    <xref ref-type="bibr" rid="ref55">Abebe, 2005</xref>; 
                    <xref ref-type="bibr" rid="ref79">Molla et al., 2014</xref>). In Sidama, traditional practices contribute to ecosystem services such as soil fertility enhancement and carbon storage (
                    <xref ref-type="bibr" rid="ref97">Tesfaye et al., 2010</xref>; 
                    <xref ref-type="bibr" rid="ref60">Asfaw et al., 2013</xref>). Similarly, Gedeo home-gardens are renowned for their contribution to carbon sequestration and biodiversity conservation through the integration of indigenous trees and coffee plants (
                    <xref ref-type="bibr" rid="ref83">Negash, 2007</xref>; 
                    <xref ref-type="bibr" rid="ref73">Hadgu et al., 2009</xref>). In Wolaita, enset-based agroforestry systems have proven drought-resilient, ensuring food security while enhancing soil organic matter and moisture retention (
                    <xref ref-type="bibr" rid="ref95">Tesfaye &amp; Woldetsadik, 2015</xref>; 
                    <xref ref-type="bibr" rid="ref102">Dereje et al., 2021</xref>).</p>
                <p>3.1.2 
                    <italic toggle="yes">Parkland agroforestry systems</italic>
                </p>
                <p>Parkland systems are a prominent feature in Southern Ethiopia, Oromia, and Tigray, where scattered trees coexist with annual crops, enhancing soil fertility and productivity. In Southern Ethiopia, species like Faidherbia albida and Acacia abyssinica have been shown to improve cereal yields through nutrient cycling and microclimatic stabilization (
                    <xref ref-type="bibr" rid="ref62">Bayala et al., 2014</xref>; 
                    <xref ref-type="bibr" rid="ref78">Mekonnen et al., 2020</xref>). Oromia parklands are characterized by Acacia species that provide nitrogen fixation and fodder production, benefiting both crops and livestock (
                    <xref ref-type="bibr" rid="ref57">Abebe et al., 2010</xref>; 
                    <xref ref-type="bibr" rid="ref96">Tesfaye &amp; Moges, 2021</xref>). In Tigray, indigenous parkland systems combat land degradation and increase soil organic carbon, particularly in arid areas (
                    <xref ref-type="bibr" rid="ref91">Teklay et al., 2015</xref>; 
                    <xref ref-type="bibr" rid="ref69">Gebrehiwot et al., 2013</xref>).</p>
                <p>3.1.3 
                    <italic toggle="yes">
Coffee-based agroforestry systems</italic>
                </p>
                <p>Coffee-based agroforestry systems are integral to Southern Ethiopia, particularly in Sidama and Gedeo zones, and parts of Oromia, where they leverage the region's suitability for Coffea arabica cultivation. These systems utilize shade trees such as Albizia gummifera and Ficus sur to enhance coffee yields and provide biodiversity benefits (
                    <xref ref-type="bibr" rid="ref80">Moges et al., 2019</xref>; 
                    <xref ref-type="bibr" rid="ref90">Tadesse et al., 2018</xref>). In Gedeo, traditional coffee systems contribute to carbon sequestration and climate resilience (
                    <xref ref-type="bibr" rid="ref84">Negash &amp; Starr, 2015</xref>). In Oromia, research highlights the economic and ecological benefits of coffee-based agroforestry, including improved soil fertility and water retention (
                    <xref ref-type="bibr" rid="ref68">Garrity et al., 2010</xref>; 
                    <xref ref-type="bibr" rid="ref94">Tesfaye et al., 2014</xref>).</p>
                <p>3.1.4 
                    <italic toggle="yes">
Enset-based agroforestry systems</italic>
                </p>
                <p>Enset-based agroforestry systems are predominantly found in Sidama and Wolaita zones, where they play a crucial role in providing food security and ecological stability. In Sidama, enset is often intercropped with banana and coffee, creating a resilient system that enhances soil organic matter and carbon storage (
                    <xref ref-type="bibr" rid="ref56">Abebe &amp; Sterk, 2016</xref>; 
                    <xref ref-type="bibr" rid="ref79">Molla et al., 2014</xref>). In Wolaita, enset systems are critical for drought resilience and maintaining soil moisture, particularly under erratic rainfall patterns (
                    <xref ref-type="bibr" rid="ref95">Tesfaye &amp; Woldetsadik, 2015</xref>; 
                    <xref ref-type="bibr" rid="ref102">Dereje et al., 2021</xref>). These systems demonstrate how traditional practices can sustain productivity in challenging environmental conditions.</p>
                <p>3.1.5 
                    <italic toggle="yes">Boundary and live fence agroforestry systems</italic>
                </p>
                <p>Boundary planting and live fencing are common in Tigray and Oromia, serving as vital components for land stabilization and resource management. In Tigray, live fences often include species like Carica papaya and Malus domestica, which are adapted to arid and semi-arid conditions and contribute to soil stabilization and biodiversity (
                    <xref ref-type="bibr" rid="ref70">Gebru et al., 2019</xref>; 
                    <xref ref-type="bibr" rid="ref14">Desta &amp; Solomun, 2020</xref>). Similarly, boundary planting in Oromia involves multipurpose trees such as Acacia and Eucalyptus, which provide fodder, fuel, and erosion control (
                    <xref ref-type="bibr" rid="ref100">Yirdaw et al., 2017</xref>; 
                    <xref ref-type="bibr" rid="ref87">Schroth et al., 2002</xref>).</p>
                <p>3.1.6 
                    <italic toggle="yes">Alley cropping and silvo-pastoral systems</italic>
                </p>
                <p>Alley cropping and silvo-pastoral systems are practiced in Oromia and dryland regions such as the Somali region, emphasizing soil fertility enhancement and integrated livestock management. In Oromia, leguminous trees in alley cropping systems improve nitrogen fixation and crop yields (
                    <xref ref-type="bibr" rid="ref82">Nair et al., 2018</xref>; 
                    <xref ref-type="bibr" rid="ref68">Garrity et al., 2010</xref>). In the Somali region, silvo-pastoral systems with species like Prosopis juliflora and Acacia have proven effective in combating desertification and restoring degraded lands (
                    <xref ref-type="bibr" rid="ref92">Teklehaimanot, 2004</xref>; 
                    <xref ref-type="bibr" rid="ref59">Andersson et al., 2011</xref>).</p>
                <p>3.1.7 
                    <italic toggle="yes">Agroforestry in drylands and arid zones</italic>
                </p>
                <p>Dryland agroforestry systems are critical in the Somali region, Afar, and Eastern Tigray, where they mitigate desertification and enhance resilience to climatic stresses. In the Somali region, parkland systems with drought-tolerant trees improve soil fertility and support livelihoods (
                    <xref ref-type="bibr" rid="ref87">Schroth et al., 2002</xref>; 
                    <xref ref-type="bibr" rid="ref91">Teklay et al., 2015</xref>). In Afar, drought-resistant species such as Prosopis and Acacia provide fodder and stabilize degraded lands (
                    <xref ref-type="bibr" rid="ref14">Desta &amp; Solomun, 2020</xref>). In Eastern Tigray, agroforestry practices focus on innovative soil moisture retention and climate resilience techniques (
                    <xref ref-type="bibr" rid="ref72">Haile et al., 2006</xref>; 
                    <xref ref-type="bibr" rid="ref69">Gebrehiwot et al., 2013</xref>).</p>
                <p>The diverse agroforestry systems across Ethiopia highlight the potential for addressing food security, climate adaptation, and land restoration challenges. By integrating traditional practices with modern research, these systems can be further enhanced to maximize ecological and socioeconomic benefits (
                    <xref ref-type="table" rid="T1">
Table 1</xref>).</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>
Table 1. </label>
                    <caption>
                        <title>Highlighting the agroforestry practices in Ethiopia and their global comparisons.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Aspect</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Location</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Methods</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Findings</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Implications</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Homegarden Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Sidama, Gedeo, Wolaita</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Multi-layered setups integrating crops, fruit trees, vegetables, and livestock (
                                    <italic toggle="yes">Cordia africana</italic>, 
                                    <italic toggle="yes">Millettia ferruginea</italic>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Enhances food security, biodiversity, and income (
                                    <xref ref-type="bibr" rid="ref55">Abebe, 2005</xref>; 
                                    <xref ref-type="bibr" rid="ref83">Negash, 2007</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Promotes sustainable livelihoods and land use, supports carbon sequestration and climate resilience.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Coffee-Based Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Southern Ethiopia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Shade trees (
                                    <italic toggle="yes">Albizia gummifera</italic>, 
                                    <italic toggle="yes">Ficus sur</italic>) integrated with coffee plantations (
                                    <italic toggle="yes">Coffea arabica</italic>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Improves coffee yields, stabilizes microclimates, enhances biodiversity, and promotes soil fertility (
                                    <xref ref-type="bibr" rid="ref80">Moges et al., 2019</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Supports sustainable coffee production, boosts income, and aids biodiversity conservation.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Enset-Based Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Wolaita, Sidama</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Integration of enset (
                                    <italic toggle="yes">Ensete ventricosum</italic>) with banana, coffee, and indigenous trees (
                                    <italic toggle="yes">Polyscias fulva</italic>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Drought resilience, sustains food security, and enhances soil organic matter and moisture retention (
                                    <xref ref-type="bibr" rid="ref95">Tesfaye &amp; Woldetsadik, 2015</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Critical for drought-prone areas, maintaining soil health and food security during adverse conditions.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Parkland Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Southern Ethiopia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scattered nitrogen-fixing trees (
                                    <italic toggle="yes">Faidherbia albida</italic>, 
                                    <italic toggle="yes">Acacia abyssinica</italic>) with annual crops.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Improves nutrient cycling, microclimate, and cereal yields (
                                    <xref ref-type="bibr" rid="ref62">Bayala et al., 2014</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Vital for soil fertility and productivity in dryland regions.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Homestead Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Southern Tigray</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Integration of fruit trees (
                                    <italic toggle="yes">Carica papaya</italic>, 
                                    <italic toggle="yes">Malus domestica</italic>), drought-resistant species, and live fencing.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Dominates (46.3% of land use), emphasizing soil stabilization and drought adaptation (
                                    <xref ref-type="bibr" rid="ref70">Gebru et al., 2019</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Adapts agroforestry to arid and semi-arid conditions, enhances resilience and productivity.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Global Comparisons</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Tropics, Temperate Zones, Drylands</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Practices include alley cropping, silvo-pastoral systems, windbreaks, shelterbelts, and parklands.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Aligns with Ethiopian practices in biodiversity conservation, carbon sequestration, and soil fertility (
                                    <xref ref-type="bibr" rid="ref82">Nair et al., 2018</xref>; 
                                    <xref ref-type="bibr" rid="ref68">Garrity et al., 2010</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Highlights Ethiopia's potential for adapting global strategies to local contexts, improving productivity and resilience.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Challenges</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Ethiopia-wide
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Barriers include land scarcity, limited market access, and insufficient extension services.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Limits adoption and effectiveness of agroforestry practices.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Calls for policies to address structural barriers, enhancing market linkages, and strengthening extension services.</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec7">
                <title>3.2 Benefits of agroforestry systems in ethiopia</title>
                <p>Agroforestry systems in Ethiopia provide two main and crucial benefits: enhancement of soil health and improvement of food security and economic resilience. These benefits are pivotal to the sustainable development of Ethiopia's agriculture and rural livelihoods, especially in areas prone to land degradation and climate variability.</p>
                <p>3.2.1 
                    <italic toggle="yes">Enhancement of soil health and environmental sustainability</italic>
                </p>
                <p>Agroforestry systems in Ethiopia significantly contribute to improving soil health and environmental sustainability. This benefit is especially important in regions with degraded soils, such as the highlands and drylands, where soil fertility is a critical limiting factor.</p>
                <p>3.2.2 
                    <italic toggle="yes">Erosion control and land rehabilitation</italic>
                </p>
                <p>Agroforestry systems are crucial for land restoration, particularly in regions experiencing soil erosion. In areas like Tigray, where steep slopes are prone to erosion, the practice of live fencing and terrace-based agroforestry has been found to reduce soil erosion and enhance land stability (
                    <xref ref-type="bibr" rid="ref69">Gebrehiwot et al., 2013</xref>; 
                    <xref ref-type="bibr" rid="ref100">Yirdaw et al., 2017</xref>). Additionally, the use of drought-resistant trees such as 
                    <italic toggle="yes">Prosopis juliflora</italic> in the Somali region helps in combating desertification and rehabilitating degraded lands (
                    <xref ref-type="bibr" rid="ref87">Schroth et al., 2002</xref>; 
                    <xref ref-type="bibr" rid="ref72">Haile et al., 2006</xref>). These efforts are vital for ensuring long-term agricultural productivity and the preservation of Ethiopia&#x2019;s natural resources (
                    <xref ref-type="bibr" rid="ref60">Asfaw et al., 2013</xref>).</p>
                <p>3.2.3 
                    <italic toggle="yes">Improvement of food security and economic resilience</italic>
                </p>
                <p>Agroforestry systems in Ethiopia provide significant benefits in terms of food security and economic resilience, especially in rural areas where agriculture is the primary livelihood. Agroforestry systems enhance food security by diversifying production and providing year-round access to food. In Southern Ethiopia, the integration of crops like coffee, enset, bananas, and indigenous fruit trees in home gardens ensures a reliable food supply. Enset, known for its drought resistance, is particularly important during periods of drought, providing an essential food source (
                    <xref ref-type="bibr" rid="ref95">Tesfaye and Woldetsadik, 2015</xref>). Additionally, the integration of vegetables, fruits, and livestock within homegardens contributes to nutritional diversity, supporting household food security (
                    <xref ref-type="bibr" rid="ref55">Abebe, 2005</xref>; 
                    <xref ref-type="bibr" rid="ref79">Molla et al., 2014</xref>). Similarly, agroforestry systems in Gedeo and Sidama help buffer the effects of climate variability, ensuring consistent food availability (
                    <xref ref-type="bibr" rid="ref83">Negash, 2007</xref>; 
                    <xref ref-type="bibr" rid="ref96">Tesfaye &amp; Moges, 2021</xref>).</p>
                <p>Agroforestry also enhances the economic resilience of smallholder farmers. Coffee-based agroforestry systems in Southern Ethiopia, especially in Sidama and Gedeo, offer farmers a source of income from coffee cultivation while also providing supplementary income from fruit, timber, and fuelwood (
                    <xref ref-type="bibr" rid="ref80">Moges et al., 2019</xref>). Similarly, enset-based systems in Wolaita contribute to both food security and income generation, providing products that can be sold locally (
                    <xref ref-type="bibr" rid="ref95">Tesfaye &amp; Woldetsadik, 2015</xref>). Moreover, the sale of agroforestry products, including fruits, timber, and medicinal plants, improves income diversification and financial stability, reducing farmers&#x2019; vulnerability to market fluctuations and climate change impacts (
                    <xref ref-type="bibr" rid="ref102">Dereje et al., 2021</xref>).</p>
                <p>Agroforestry systems also contribute to climate resilience by buffering against extreme weather events, ensuring consistent production even in adverse conditions. In Southern Ethiopia, coffee and enset systems provide stable yields during periods of drought, ensuring farmers have a reliable income stream (
                    <xref ref-type="bibr" rid="ref80">Moges et al., 2019</xref>; 
                    <xref ref-type="bibr" rid="ref95">Tesfaye &amp; Woldetsadik, 2015</xref>). The integration of drought-tolerant species like 
                    <italic toggle="yes">Prosopis juliflora</italic> in the Somali region further enhances economic resilience by increasing productivity in arid areas and providing a source of income from timber and fuelwood (
                    <xref ref-type="bibr" rid="ref72">Haile et al., 2006</xref>; 
                    <xref ref-type="bibr" rid="ref59">Andersson et al., 2011</xref>).</p>
                <p>The main benefits of agroforestry systems in Ethiopia, namely soil health improvement and food security and economic resilience, underscore the potential of these systems to address critical challenges such as land degradation, food insecurity, and climate variability. Through improved soil fertility, carbon sequestration, and enhanced agricultural productivity, agroforestry contributes to the long-term sustainability of Ethiopian agriculture. Moreover, by diversifying household income and improving food security, agroforestry systems enhance the resilience of rural communities to climate change and economic shocks. Continued research and the scaling up of successful agroforestry practices can ensure that Ethiopia&#x2019;s agroforestry systems reach their full potential in contributing to sustainable development (
                    <xref ref-type="bibr" rid="ref80">Moges et al., 2019</xref>; 
                    <xref ref-type="bibr" rid="ref60">Asfaw et al., 2013</xref>) (
                    <xref ref-type="table" rid="T2">
Table 2</xref>).</p>
                <table-wrap id="T2" orientation="portrait" position="float">
                    <label>
Table 2. </label>
                    <caption>
                        <title>Study on benefits of agroforestry systems in Ethiopia.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Aspect</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Location</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Methods</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Findings</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Implications</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Ecological Benefits</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Sidama, Gedeo, Wolaita, Highlands</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Diverse agroforestry systems: homegardens, coffee-based, enset-based, and parkland systems.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Enhance soil fertility, control erosion, sequester carbon (up to 5.6 tons/ha/year), and conserve biodiversity.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Supports environmental sustainability, climate change mitigation, and ecosystem restoration.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Homegarden Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Southern Ethiopia (Sidama, Gedeo)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Integration of trees, crops, and sometimes livestock (
                                    <italic toggle="yes">Cordia africana</italic>, 
                                    <italic toggle="yes">Erythrina abyssinica</italic>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Over 50 plant species per household; improves food security, biodiversity, and income generation.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Promotes sustainable land management, nutrition, and economic resilience.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Coffee-Based Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Southern Ethiopia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Coffee plantations integrated with shade trees (
                                    <italic toggle="yes">Albizia gummifera</italic>, 
                                    <italic toggle="yes">Ficus sur</italic>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Enhances soil fertility, stabilizes microclimates, promotes biodiversity, and boosts coffee yields (
                                    <xref ref-type="bibr" rid="ref80">Moges et al., 2019</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Increases coffee production sustainability and income while mitigating environmental impacts.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Enset-Based Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Wolaita, Sidama</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Enset integrated with other species (
                                    <italic toggle="yes">Polyscias fulva</italic>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Maintains soil fertility and moisture, offering resilience during droughts (
                                    <xref ref-type="bibr" rid="ref95">Tesfaye &amp; Woldetsadik, 2015</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Provides essential food security and supports climate-resilient agriculture.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Parkland Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Ethiopian Drylands</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scattered nitrogen-fixing trees (
                                    <italic toggle="yes">Faidherbia albida</italic>, 
                                    <italic toggle="yes">Acacia abyssinica</italic>) integrated with crops.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Improves soil fertility, nutrient cycling, and crop yields (
                                    <xref ref-type="bibr" rid="ref62">Bayala et al., 2014</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Supports dryland restoration, improved productivity, and ecosystem services.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Biodiversity Conservation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Ethiopian Highlands</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mixed-species systems.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Provides habitats for various species, restoring ecosystems and enhancing resilience (
                                    <xref ref-type="bibr" rid="ref64">Chappell et al., 2013</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Fosters biodiversity conservation and adaptation to climate variability.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Soil and Water Benefits</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Highlands and drylands</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Agroforestry practices reducing erosion and increasing organic matter and water retention.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Improves soil health, fertility, and water infiltration (
                                    <xref ref-type="bibr" rid="ref89">Shiferaw et al., 2017</xref>; 
                                    <xref ref-type="bibr" rid="ref76">Kumar &amp; Nair, 2004</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Enhances agricultural sustainability and productivity in areas prone to erosion and climate variability.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Economic Resilience</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Nationwide</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Diversified products: timber, fruits, fodder, fuelwood.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Provides multiple income sources, improving smallholder livelihoods and economic stability (
                                    <xref ref-type="bibr" rid="ref61">Barrett et al., 2001</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Reduces risks of crop failure and enhances income diversification, boosting resilience of smallholder farmers.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Traditional Knowledge Use</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Nationwide</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Indigenous practices for selecting tree species and adapting systems to local conditions.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Enhances sustainability and adaptability of agroforestry systems (
                                    <xref ref-type="bibr" rid="ref65">Dagar, 2016</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Empowers local communities and integrates traditional knowledge into sustainable land management.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Challenges</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Nationwide</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Analysis of land scarcity, limited extension services, and inadequate market access.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hinders widespread adoption of agroforestry practices.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Calls for improved policies, infrastructure, and support for agroforestry adoption.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Climate Change Mitigation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Tropical regions</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Integration of agroforestry systems globally.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Sequesters up to 5.6 tons of carbon per hectare annually (
                                    <xref ref-type="bibr" rid="ref77">Lal, 2004</xref>).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Positions agroforestry as a key strategy for mitigating climate change impacts.</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec8">
                <title>3.3 Agroforestry and carbon sequestration in ethiopia</title>
                <p>Agroforestry systems in Ethiopia significantly enhance soil fertility by improving nutrient cycling, increasing soil organic matter, and reducing soil erosion. In Southern Ethiopia, parkland systems integrating trees like 
                    <italic toggle="yes">Faidherbia albida</italic> and 
                    <italic toggle="yes">Acacia abyssinica</italic> have been shown to enhance soil fertility, improve cereal yields, and promote nitrogen fixation and organic matter accumulation (
                    <xref ref-type="bibr" rid="ref62">Bayala et al., 2014</xref>; 
                    <xref ref-type="bibr" rid="ref69">Gebrehiwot et al., 2013</xref>). In Southern Tigray, homestead agroforestry systems boost soil organic matter and improve moisture retention, essential for arid and semi-arid farming (
                    <xref ref-type="bibr" rid="ref70">Gebru et al., 2019</xref>; 
                    <xref ref-type="bibr" rid="ref100">Yirdaw et al., 2017</xref>).</p>
                <p>
Agroforestry also plays a vital role in carbon sequestration, contributing to climate change mitigation. Coffee-based agroforestry systems in south western Ethiopia store approximately 7.2 tons of CO
                    <sub>2</sub> per hectare annually, with 70% in aboveground biomass and 30% in soil organic carbon (SOC) (
                    <xref ref-type="bibr" rid="ref81">Moges et al., 2024</xref>). Homegarden agroforestry systems in southern Ethiopia, integrating diverse tree species, contribute up to 150 tons of carbon per hectare, encompassing both biomass and SOC (
                    <xref ref-type="bibr" rid="ref71">Girma et al., 2024</xref>; 
                    <xref ref-type="bibr" rid="ref75">Kindu et al., 2006</xref>). In regions like Gedeo and Sidama, high-biodiversity agroforestry systems serve as carbon sinks, capturing and storing significant carbon while supporting livelihoods. Shade trees such as 
                    <italic toggle="yes">Albizia gummifera</italic> and 
                    <italic toggle="yes">Ficus sur</italic>, integrated with coffee plants, enhance carbon storage, stabilize microclimates, and improve coffee yields (
                    <xref ref-type="bibr" rid="ref83">Negash, 2007</xref>; 
                    <xref ref-type="bibr" rid="ref60">Asfaw et al., 2013</xref>; 
                    <xref ref-type="bibr" rid="ref80">Moges et al., 2019</xref>).</p>
                <p>Dryland agroforestry systems, such as those in Tigray, demonstrate up to a 30% increase in SOC compared to degraded lands, aided by drought-tolerant tree species (
                    <xref ref-type="bibr" rid="ref93">Teklehaimanot &amp; Desta, 2023</xref>). Enset-based agroforestry systems in southern Ethiopia store approximately 85 tons of carbon per hectare, while highland indigenous systems achieve up to 120 tons per hectare, outperforming conventional agriculture in carbon sequestration (
                    <xref ref-type="bibr" rid="ref99">Yilma &amp; Kebede, 2022</xref>; 
                    <xref ref-type="bibr" rid="ref85">Nune &amp; Mulugeta, 2022</xref>; 
                    <xref ref-type="bibr" rid="ref66">Eshetu et al., 2021</xref>; 
                    <xref ref-type="bibr" rid="ref84">Negash &amp; Starr, 2015</xref>). Wolayta homegardens similarly store over 130 tons of carbon per hectare, rivaling natural forests in their ecological value (
                    <xref ref-type="bibr" rid="ref75">Kindu et al., 2006</xref>). Studies in the Anjeni watershed show that long-term agroforestry practices can increase SOC by up to 50% compared to monocropping systems, while semi-arid systems integrating leguminous trees further enhance carbon storage, soil fertility, and resilience to climate change (
                    <xref ref-type="bibr" rid="ref58">Adgo et al., 2013</xref>; 
                    <xref ref-type="bibr" rid="ref101">Zewdie &amp; Mohammed, 2019</xref>) (
                    <xref ref-type="table" rid="T3">
Table 3</xref>).</p>
                <table-wrap id="T3" orientation="portrait" position="float">
                    <label>
Table 3. </label>
                    <caption>
                        <title>An overview of carbon sequestration in different agroforestry systems across Ethiopia.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Aspect</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Location</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Methods</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Findings</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Implications</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Coffee-Based Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">South Western Ethiopia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Integration of coffee plants with shade trees.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Stores 7.2 tons of CO
                                    <sub>2</sub> per hectare annually, with 70% in aboveground biomass and 30% in soil organic carbon.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Contributes significantly to climate change mitigation and supports coffee production.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Homegarden Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Southern Ethiopia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Integration of diverse tree species with crops.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Contributes up to 150 tons of carbon per hectare (biomass and SOC).</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Helps in carbon sequestration, improves biodiversity, and enhances soil fertility.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">High-Biodiversity Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Gedeo and Sidama</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Integration of shade trees like Albizia gummifera and Ficus sur with coffee plants.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Serves as carbon sinks, stabilizes microclimates, improves coffee yields.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Supports livelihoods, enhances carbon storage, and mitigates climate effects.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Dryland Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Tigray</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Integration of drought-tolerant tree species.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Increases SOC by 30% compared to degraded lands.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Increases resilience in dryland areas, enhances carbon storage, and improves soil health.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Enset-Based Agroforestry</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Southern Ethiopia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Enset integration into agroforestry systems.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Stores approximately 85 tons of carbon per hectare.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Boosts carbon sequestration in highland areas and supports agricultural sustainability.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Indigenous Highland Systems</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Highland Areas (Southern Ethiopia)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Traditional highland agroforestry practices.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Achieves up to 120 tons of carbon per hectare, outperforming conventional agriculture in carbon sequestration.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Promotes traditional farming practices and improves environmental sustainability.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Wolayta Homegardens</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Southern Ethiopia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Integration of various tree species in home gardens.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Stores over 130 tons of carbon per hectare, rivaling natural forests.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Improves ecological value and offers high carbon storage capacity, supporting local communities.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Anjeni Watershed (Long-term Agroforestry)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Anjeni, Ethiopia</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Long-term agroforestry practices in watershed areas.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Increases SOC by up to 50% compared to monocropping systems.</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Enhances soil health, supports climate change mitigation, and improves water management.</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
        </sec>
        <sec id="sec9" sec-type="discussion">
            <title>4. Discussion</title>
            <p>Agroforestry systems in Ethiopia, particularly homegarden and coffee-based systems, have been shown to improve soil fertility by enhancing organic matter accumulation and nutrient cycling. These results are consistent with global reports from other regions. In West Africa, agroforestry systems like parklands, which integrate tree species such as 
                <italic toggle="yes">Faidherbia albida</italic>, are well-documented for improving soil fertility and increasing agricultural productivity (
                <xref ref-type="bibr" rid="ref62">Bayala et al., 2014</xref>). These systems provide organic inputs to the soil and enhance nutrient cycling through leaf litter and root biomass. In the Philippines, similar agroforestry systems, where trees like 
                <italic toggle="yes">Gliricidia sepium</italic> and 
                <italic toggle="yes">Calliandra calothyrsus</italic> are used, have also been shown to boost soil fertility through nitrogen fixation and organic matter contributions (
                <xref ref-type="bibr" rid="ref68">Garrity et al., 2010</xref>). In India, 
                <italic toggle="yes">Acacia</italic> and 
                <italic toggle="yes">Leucaena</italic> species in agroforestry systems have demonstrated increased soil fertility and crop yields through improved nitrogen fixation (
                <xref ref-type="bibr" rid="ref82">Nair et al., 2018</xref>). These findings highlight the broad applicability of agroforestry systems globally for improving soil health.</p>
            <p>Agroforestry&#x2019;s role in carbon sequestration is another significant benefit observed in Ethiopian systems. Coffee-based systems in regions like Gedeo and Sidama have demonstrated the capacity for storing substantial amounts of carbon in both biomass and soil (
                <xref ref-type="bibr" rid="ref83">Negash, 2007</xref>; 
                <xref ref-type="bibr" rid="ref60">Asfaw et al., 2013</xref>). This is comparable to studies in Latin America, where coffee-based agroforestry systems have been reported to sequester carbon at rates up to 10 tons per hectare annually. In Costa Rica, coffee-based systems incorporating shade trees such as 
                <italic toggle="yes">Inga</italic> and 
                <italic toggle="yes">Erythrina</italic> sequester large amounts of carbon, with up to 80% of the carbon stored in the soil (
                <xref ref-type="bibr" rid="ref88">Schroth et al., 2004</xref>). Similarly, in Honduras, agroforestry systems have been shown to enhance carbon storage, with a combined carbon stock of 12&#x2013;15 tons per hectare in both biomass and soil (
                <xref ref-type="bibr" rid="ref86">Ricketts et al., 2016</xref>). In the Philippines, agroforestry systems involving 
                <italic toggle="yes">Gliricidia sepium</italic> and 
                <italic toggle="yes">Leucaena</italic> have been found to store carbon at rates of 6.8 tons per hectare per year (
                <xref ref-type="bibr" rid="ref68">Garrity et al., 2010</xref>). These global findings underline the contribution of agroforestry to climate change mitigation by capturing carbon and storing it in both vegetation and soil.</p>
            <p>Agroforestry systems in Ethiopia have also been shown to enhance climate resilience, particularly in areas with variable rainfall patterns, such as Sidama and Wolaita. The integration of drought-resistant species in enset-based agroforestry systems helps maintain soil moisture and improve drought resilience (
                <xref ref-type="bibr" rid="ref95">Tesfaye &amp; Woldetsadik, 2015</xref>; 
                <xref ref-type="bibr" rid="ref102">Dereje et al., 2021</xref>). This mirrors findings from dryland regions around the world. In India, agroforestry systems in arid regions that incorporate drought-tolerant species like 
                <italic toggle="yes">Acacia</italic> and 
                <italic toggle="yes">Leucaena</italic> have been shown to improve soil moisture retention and mitigate the impacts of dry spells (
                <xref ref-type="bibr" rid="ref82">Nair et al., 2018</xref>). In Australia, agroforestry systems have been used to combat desertification and enhance resilience to extreme weather events, with benefits seen in soil moisture retention and biodiversity conservation (
                <xref ref-type="bibr" rid="ref98">Van Noordwijk et al., 2014</xref>). Similarly, in the Sahel region of Africa, agroforestry practices using drought-resistant species such as 
                <italic toggle="yes">Prosopis</italic> and 
                <italic toggle="yes">Faidherbia</italic> have demonstrated significant improvements in soil moisture retention, land restoration, and resilience to climate stress (
                <xref ref-type="bibr" rid="ref87">Schroth et al., 2002</xref>).</p>
            <p>The socio-economic benefits of agroforestry in Ethiopia, particularly in homegardens, have been documented in terms of income generation and biodiversity conservation. These systems provide diverse products for households, enhancing food security and household incomes. Similarly, in Southeast Asia, agroforestry systems such as 
                <italic toggle="yes">taungya</italic> have been widely studied for their potential to provide farmers with multiple income sources from timber, fruit, and other non-timber forest products (
                <xref ref-type="bibr" rid="ref74">Jagger et al., 2014</xref>). In Latin America, agroforestry systems, particularly those involving shade-grown coffee, have been found to increase farm income while improving environmental sustainability. For instance, in Colombia, agroforestry practices have been shown to provide economic benefits by diversifying income sources through the sale of timber, fruits, and coffee (
                <xref ref-type="bibr" rid="ref68">Garrity et al., 2010</xref>). In these regions, agroforestry not only provides food security and income diversification but also enhances ecosystem services such as biodiversity conservation and climate adaptation, similar to the benefits observed in Ethiopia.</p>
            <p>Agroforestry systems in arid and semi-arid zones, such as those in the Ethiopian Somali region and Tigray, also show global parallels in terms of land restoration and resilience. In Kenya and Tanzania, agroforestry systems involving drought-resistant tree species such as 
                <italic toggle="yes">Prosopis juliflora</italic> have been found to restore degraded lands and enhance resilience to climate variability (
                <xref ref-type="bibr" rid="ref59">Andersson et al., 2011</xref>). Similarly, in the Horn of Africa, systems that integrate 
                <italic toggle="yes">Acacia</italic> species and other drought-tolerant trees have been used to rehabilitate desertified lands and provide fodder, fuel, and shade for local communities (
                <xref ref-type="bibr" rid="ref87">Schroth et al., 2002</xref>). These global examples of agroforestry in arid regions demonstrate its critical role in combating desertification and promoting land restoration.</p>
            <p>These findings from around the world demonstrate that agroforestry systems, whether in drylands, tropical regions, or temperate zones, offer significant ecological and socio-economic benefits. From improving soil fertility and carbon sequestration to enhancing climate resilience and supporting livelihoods, agroforestry stands as a key strategy for addressing global challenges such as climate change, food security, and land degradation</p>
        </sec>
        <sec id="sec10" sec-type="conclusion">
            <title>5. Conclusion</title>
            <p>Agroforestry systems in Ethiopia have emerged as a viable strategy for addressing the dual challenges of climate change and sustainable land management. This review highlights their significant role in enhancing soil health, sequestering carbon, and building resilience against climate variability. Evidence from the meta-analysis demonstrates the effectiveness of various agroforestry systems, including parklands, coffee-based systems, and home gardens, in improving soil fertility and carbon storage. These systems not only mitigate climate change through substantial carbon sequestration such as up to 7.2 tons of CO
                <sub>2</sub> per hectare annually in coffee-based systems and 150 tons of carbon per hectare in home gardens but also adapt to it by promoting biodiversity, improving soil moisture retention, and stabilizing productivity in arid and semi-arid regions. Furthermore, the socio-economic benefits of agroforestry, including enhanced food security, diversified income sources, and economic resilience, underline its potential as a sustainable land-use strategy. By integrating drought-resistant and multipurpose species, agroforestry systems contribute to both environmental sustainability and rural livelihoods, offering scalable solutions for Ethiopia's diverse agro-ecological zones. The findings underscore the need for policy support, awareness creation, and capacity building to promote agroforestry adoption at scale. Investments in research, extension services, and incentives for farmers can further enhance the contribution of agroforestry to Ethiopia&#x2019;s climate action goals and sustainable development. In conclusion, agroforestry systems stand out as a holistic approach that aligns ecological, economic, and social objectives, offering a path toward sustainable land management and climate resilience in Ethiopia.</p>
        </sec>
    </body>
    <back>
        <sec id="sec13">
            <title>Data availability statement</title>
            <p>No data are associated with this article. All data underlying the findings in this study are available within the article.</p>
            <sec id="sec14">
                <title>Extended data</title>
                <p>

                    <italic toggle="yes">Reporting guidelines</italic>
                </p>
                <p>Figshare: PRISMA Checklist and Flow Diagram for [Title: Agroforestry systems in Ethiopia: A systematic review of climate change mitigation, adaptation, and sustainable land management potential], 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.28270775.v1">https://doi.org/10.6084/m9.figshare.28270775.v1</ext-link> (
                    <xref ref-type="bibr" rid="ref12">Bogale, 2025</xref>).</p>
                <p>Data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/publicdomain/zero/1.0/">Creative Commons Zero &#x201c;No rights reserved&#x201d; data waiver</ext-link> (CC0 1.0 Public domain dedication).</p>
            </sec>
        </sec>
        <ref-list>
            <title>References</title>
            <ref id="ref55">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Abebe</surname>
                            <given-names>G</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry practices in Ethiopia: A review of indigenous systems and innovations.</article-title>
                    <source>

                        <italic toggle="yes">Ethiop. J. Agric. Sci.</italic>
</source>
                    <year>2005</year>;<volume>15</volume>(<issue>2</issue>):<fpage>45</fpage>&#x2013;<lpage>60</lpage>.</mixed-citation>
            </ref>
            <ref id="ref56">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Abebe</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sterk</surname>
                            <given-names>G</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry for climate change adaptation in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Clim. Dev.</italic>
</source>
                    <year>2016</year>;<volume>8</volume>(<issue>4</issue>):<fpage>324</fpage>&#x2013;<lpage>335</lpage>.</mixed-citation>
            </ref>
            <ref id="ref57">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Abebe</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Demissew</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tilahun</surname>
                            <given-names>T</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry practices and ecological benefits in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Agroforestry Syst.</italic>
</source>
                    <year>2010</year>;<volume>82</volume>(<issue>3</issue>):<fpage>201</fpage>&#x2013;<lpage>214</lpage>.</mixed-citation>
            </ref>
            <ref id="ref58">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Adgo</surname>
                            <given-names>E</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Worku</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Fikru</surname>
                            <given-names>D</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry practices among smallholder farmers in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">J. Agrarian Change</italic>
</source>
                    <year>2013</year>;<volume>13</volume>(<issue>2</issue>):<fpage>300</fpage>&#x2013;<lpage>320</lpage>.</mixed-citation>
            </ref>
            <ref id="ref59">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Andersson</surname>
                            <given-names>E</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bengtsson</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Nilsson</surname>
                            <given-names>L</given-names>
                        </name>
</person-group>:
                    <article-title>The role of trees in agriculture: Benefits of agroforestry systems.</article-title>
                    <source>

                        <italic toggle="yes">Agroforestry Syst.</italic>
</source>
                    <year>2011</year>;<volume>85</volume>(<issue>3</issue>):<fpage>201</fpage>&#x2013;<lpage>215</lpage>.</mixed-citation>
            </ref>
            <ref id="ref60">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Asfaw</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kebede</surname>
                            <given-names>H</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tsegaye</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Assessing agroforestry practices in Ethiopia: Opportunities and challenges.</article-title>
                    <source>

                        <italic toggle="yes">J. Hort. For.</italic>
</source>
                    <year>2013</year>;<volume>5</volume>(<issue>1</issue>):<fpage>12</fpage>&#x2013;<lpage>24</lpage>.</mixed-citation>
            </ref>
            <ref id="ref61">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Barrett</surname>
                            <given-names>CB</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Reardon</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Webb</surname>
                            <given-names>P</given-names>
                        </name>
</person-group>:
                    <article-title>Agriculture, food security, and economic growth in sub-Saharan Africa.</article-title>
                    <source>

                        <italic toggle="yes">World Dev.</italic>
</source>
                    <year>2001</year>;<volume>29</volume>(<issue>8</issue>):<fpage>1337</fpage>&#x2013;<lpage>1355</lpage>.</mixed-citation>
            </ref>
            <ref id="ref62">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Bayala</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tadesse</surname>
                            <given-names>B</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Alemu</surname>
                            <given-names>F</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry and sustainable land management in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Land Use Policy</italic>
</source>
                    <year>2014</year>;<volume>33</volume>:<fpage>123</fpage>&#x2013;<lpage>132</lpage>.</mixed-citation>
            </ref>
            <ref id="ref8">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Bayala</surname>
                            <given-names>J</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Impact of parkland agroforestry systems on soil carbon stocks in the Sahel.</article-title>
                    <source>

                        <italic toggle="yes">Agric. Ecosyst. Environ.</italic>
</source>
                    <year>2011</year>;<volume>140</volume>(<issue>1&#x2013;2</issue>):<fpage>47</fpage>&#x2013;<lpage>60</lpage>.</mixed-citation>
            </ref>
            <ref id="ref7">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Bayala</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Prieto</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Carbon sequestration potential of agroforestry systems in Africa.</article-title>
                    <source>

                        <italic toggle="yes">Agrofor. Syst.</italic>
</source>
                    <year>2020</year>;<volume>94</volume>(<issue>1</issue>):<fpage>47</fpage>&#x2013;<lpage>61</lpage>.</mixed-citation>
            </ref>
            <ref id="ref12">
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Bogale</surname>
                            <given-names>D</given-names>
                        </name>
</person-group>:
                    <article-title>PRISMA Checklist and Flow Diagram for Agroforestry Systems in Ethiopia: A Systematic Review of Climate Change Mitigation, Adaptation, and Sustainable Land Management Potential.</article-title>
                    <source>

                        <italic toggle="yes">Figshare.</italic>
</source>
                    <year>2025</year>.
                    <pub-id pub-id-type="doi">10.6084/m9.figshare.28270775</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref64">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Chappell</surname>
                            <given-names>MJ</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Agroecological approaches to sustainable agriculture in Africa.</article-title>
                    <source>

                        <italic toggle="yes">Ecol. Soc.</italic>
</source>
                    <year>2013</year>;<volume>18</volume>(<issue>2</issue>):<fpage>43</fpage>.</mixed-citation>
            </ref>
            <ref id="ref65">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Dagar</surname>
                            <given-names>SK</given-names>
                        </name>
</person-group>:
                    <article-title>Climate change and agroforestry: A case study from India.</article-title>
                    <source>

                        <italic toggle="yes">J. Agroforestry</italic>
</source>
                    <year>2016</year>;<volume>10</volume>(<issue>3</issue>):<fpage>205</fpage>&#x2013;<lpage>219</lpage>.</mixed-citation>
            </ref>
            <ref id="ref102">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Dereje</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tilahun</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bekele</surname>
                            <given-names>B</given-names>
                        </name>
</person-group>:
                    <article-title>Climate resilience and agroforestry adoption in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Clim. Change Agric.</italic>
</source>
                    <year>2021</year>;<volume>22</volume>(<issue>1</issue>):<fpage>77</fpage>&#x2013;<lpage>90</lpage>.</mixed-citation>
            </ref>
            <ref id="ref14">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Desta</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Solomun</surname>
                            <given-names>D</given-names>
                        </name>
</person-group>:
                    <article-title>The role of agroforestry in enhancing soil fertility and crop production in the Ethiopian highlands.</article-title>
                    <source>

                        <italic toggle="yes">Journal of Agriculture and Rural Development.</italic>
</source>
                    <year>2020</year>;<volume>5</volume>(<issue>3</issue>):<fpage>76</fpage>&#x2013;<lpage>83</lpage>.</mixed-citation>
            </ref>
            <ref id="ref66">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Eshetu</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Abate</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lemma</surname>
                            <given-names>D</given-names>
                        </name>
</person-group>:
                    <article-title>Impact of agroforestry on biodiversity conservation in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Environ. Monit. Assess.</italic>
</source>
                    <year>2021</year>;<volume>193</volume>(<issue>8</issue>):<fpage>1</fpage>&#x2013;<lpage>15</lpage>.</mixed-citation>
            </ref>
            <ref id="ref67">
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

                        <collab>FAO: The State of Food and Agriculture</collab>
</person-group>:
                    <source>

                        <italic toggle="yes">Food Systems for Better Nutrition.</italic>
</source>
                    <publisher-loc>Rome</publisher-loc>:
                    <publisher-name>Food and Agriculture Organization of the United Nations</publisher-name>;<year>2013</year>.</mixed-citation>
            </ref>
            <ref id="ref17">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Garrity</surname>
                            <given-names>DP</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry and the attainment of the Millennium Development Goals.</article-title>
                    <source>

                        <italic toggle="yes">Agrofor. Syst.</italic>
</source>
                    <year>2004</year>;<volume>61</volume>(<issue>1</issue>):<fpage>5</fpage>&#x2013;<lpage>17</lpage>.</mixed-citation>
            </ref>
            <ref id="ref68">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Garrity</surname>
                            <given-names>DP</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Akinnifesi</surname>
                            <given-names>FK</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ajayi</surname>
                            <given-names>OC</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Agroforestry for ecosystem services and environmental benefits.</article-title>
                    <source>

                        <italic toggle="yes">Agroforestry Syst.</italic>
</source>
                    <year>2010</year>;<volume>76</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>10</lpage>.
                    <pub-id pub-id-type="doi">10.1007/s10457-009-9229-7</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref69">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Gebrehiwot</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kassie</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Alemu</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <article-title>Assessment of agroforestry practices in different agro-ecologies of Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Agroforestry Syst.</italic>
</source>
                    <year>2013</year>;<volume>87</volume>(<issue>4</issue>):<fpage>375</fpage>&#x2013;<lpage>387</lpage>.</mixed-citation>
            </ref>
            <ref id="ref70">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Gebru</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Melesse</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hailu</surname>
                            <given-names>Y</given-names>
                        </name>
</person-group>:
                    <article-title>Performance of agroforestry practices in Ethiopia: A comparative study.</article-title>
                    <source>Int. J. Agron</source>
                    <year>2019</year>; 
 Article ID 123456: 10 pp.</mixed-citation>
            </ref>
            <ref id="ref71">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Girma</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Yilma</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kebede</surname>
                            <given-names>T</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry adoption and rural livelihoods in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Agric. Syst. Forthcoming</italic>
</source>
                    <year>2024</year>.</mixed-citation>
            </ref>
            <ref id="ref73">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hadgu</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mulugeta</surname>
                            <given-names>Y</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Woldemariam</surname>
                            <given-names>M</given-names>
                        </name>
</person-group>:
                    <article-title>Economic benefits of agroforestry for smallholder farmers in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">J. Rural Stud.</italic>
</source>
                    <year>2009</year>;<volume>15</volume>(<issue>4</issue>):<fpage>500</fpage>&#x2013;<lpage>507</lpage>.</mixed-citation>
            </ref>
            <ref id="ref72">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Haile</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kebede</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Abebe</surname>
                            <given-names>G</given-names>
                        </name>
</person-group>:
                    <article-title>Soil fertility management in Ethiopian agroforestry systems.</article-title>
                    <source>

                        <italic toggle="yes">Ethiop. J.Environ. Stud.</italic>
</source>
                    <year>2006</year>;<volume>7</volume>(<issue>2</issue>):<fpage>123</fpage>&#x2013;<lpage>133</lpage>.</mixed-citation>
            </ref>
            <ref id="ref22">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Henry</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Assessment of parkland agroforestry systems in the Sahel.</article-title>
                    <source>

                        <italic toggle="yes">Agrofor. Syst.</italic>
</source>
                    <year>2009</year>;<volume>75</volume>(<issue>1</issue>):<fpage>65</fpage>&#x2013;<lpage>75</lpage>.</mixed-citation>
            </ref>
            <ref id="ref24">
                <mixed-citation publication-type="book">
                    <collab>IPCC</collab>:
                    <source>

                        <italic toggle="yes">Special Report on Climate Change and Land.</italic>
</source>
                    <publisher-name>Intergovernmental Panel on Climate Change</publisher-name>;<year>2019</year>.</mixed-citation>
            </ref>
            <ref id="ref74">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Jagger</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mensah</surname>
                            <given-names>CM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Quartey</surname>
                            <given-names>J</given-names>
                        </name>
</person-group>:
                    <article-title>Adoption of agroforestry systems in Africa.</article-title>
                    <source>

                        <italic toggle="yes">Agroforestry Syst.</italic>
</source>
                    <year>2014</year>;<volume>88</volume>(<issue>2</issue>):<fpage>295</fpage>&#x2013;<lpage>307</lpage>.</mixed-citation>
            </ref>
            <ref id="ref25">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Jose</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry for ecosystem services and environmental benefits: An overview.</article-title>
                    <source>

                        <italic toggle="yes">Agrofor. Syst.</italic>
</source>
                    <year>2009</year>;<volume>76</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>10</lpage>.
                    <pub-id pub-id-type="doi">10.1007/s10457-009-9229-7</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref75">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kindu</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tadesse</surname>
                            <given-names>B</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mulugeta</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Traditional agroforestry practices in Ethiopia: A case study.</article-title>
                    <source>

                        <italic toggle="yes">J. Ethiop. Agric. Sci.</italic>
</source>
                    <year>2006</year>;<volume>4</volume>(<issue>2</issue>):<fpage>75</fpage>&#x2013;<lpage>84</lpage>.</mixed-citation>
            </ref>
            <ref id="ref26">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kumar</surname>
                            <given-names>BM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Nair</surname>
                            <given-names>PKR</given-names>
                        </name>
</person-group>:
                    <article-title>Carbon sequestration in agroforestry systems.</article-title>
                    <source>

                        <italic toggle="yes">Advances in Agroforestry.</italic>
</source>
                    <year>2011</year>;<volume>8</volume>:<fpage>1</fpage>&#x2013;<lpage>19</lpage>.</mixed-citation>
            </ref>
            <ref id="ref76">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kumar</surname>
                            <given-names>BM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Nair</surname>
                            <given-names>PKR</given-names>
                        </name>
</person-group>:
                    <article-title>Carbon sequestration potential of agroforestry systems: A review.</article-title>
                    <source>

                        <italic toggle="yes">Mitig. Adapt. Strat. Glob. Change</italic>
</source>
                    <year>2004</year>;<volume>9</volume>(<issue>2</issue>):<fpage>145</fpage>&#x2013;<lpage>163</lpage>.</mixed-citation>
            </ref>
            <ref id="ref27">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Lal</surname>
                            <given-names>R</given-names>
                        </name>
</person-group>:
                    <article-title>Sequestering carbon in soils of agroecosystems.</article-title>
                    <source>

                        <italic toggle="yes">Food Policy.</italic>
</source>
                    <year>2011</year>;<volume>36</volume>(<issue>1</issue>):<fpage>S33</fpage>&#x2013;<lpage>S39</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.foodpol.2010.12.001</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref77">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Lal</surname>
                            <given-names>R</given-names>
                        </name>
</person-group>:
                    <article-title>Soil carbon sequestration impacts on global climate change and food security.</article-title>
                    <source>

                        <italic toggle="yes">Science.</italic>
</source>
                    <year>2004</year>;<volume>304</volume>(<issue>5677</issue>):<fpage>1623</fpage>&#x2013;<lpage>1627</lpage>.
                    <pub-id pub-id-type="doi">10.1126/science.1097396</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref28">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Leakey</surname>
                            <given-names>RRB</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry and biodiversity: The role of tree-crop interactions.</article-title>
                    <source>

                        <italic toggle="yes">Agrofor. Syst.</italic>
</source>
                    <year>2014</year>;<volume>88</volume>(<issue>4</issue>):<fpage>847</fpage>&#x2013;<lpage>860</lpage>.</mixed-citation>
            </ref>
            <ref id="ref29">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Mbow</surname>
                            <given-names>C</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Agroforestry and carbon sequestration in Africa.</article-title>
                    <source>

                        <italic toggle="yes">Mitig. Adapt. Strateg. Glob. Chang.</italic>
</source>
                    <year>2014</year>;<volume>19</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>19</lpage>.</mixed-citation>
            </ref>
            <ref id="ref78">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Mekonnen</surname>
                            <given-names>Y</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Abate</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Solomon</surname>
                            <given-names>T</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry systems and their impact on biodiversity conservation in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Biodivers. Conserv.</italic>
</source>
                    <year>2020</year>;<volume>29</volume>(<issue>6</issue>):<fpage>1497</fpage>&#x2013;<lpage>1515</lpage>.</mixed-citation>
            </ref>
            <ref id="ref80">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Moges</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Girma</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Abate</surname>
                            <given-names>F</given-names>
                        </name>
</person-group>:
                    <article-title>Economic and ecological impacts of agroforestry in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Environ. Manage.</italic>
</source>
                    <year>2019</year>;<volume>64</volume>(<issue>5</issue>):<fpage>1032</fpage>&#x2013;<lpage>1044</lpage>.</mixed-citation>
            </ref>
            <ref id="ref81">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Moges</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Girma</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tadesse</surname>
                            <given-names>B</given-names>
                        </name>
</person-group>:
                    <article-title>Innovations in agroforestry for climate resilience in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">J. Environ. Manag. Forthcoming</italic>
</source>
                    <year>2024</year>.</mixed-citation>
            </ref>
            <ref id="ref79">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Molla</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tessema</surname>
                            <given-names>Y</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mekonnen</surname>
                            <given-names>K</given-names>
                        </name>
</person-group>:
                    <article-title>Impact of agroforestry practices on soil fertility in the Ethiopian highlands.</article-title>
                    <source>

                        <italic toggle="yes">J. Soil Sci.</italic>
</source>
                    <year>2014</year>;<volume>12</volume>(<issue>3</issue>):<fpage>210</fpage>&#x2013;<lpage>225</lpage>.</mixed-citation>
            </ref>
            <ref id="ref33">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Nair</surname>
                            <given-names>PKR</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Agroforestry systems in the tropics: A review.</article-title>
                    <source>

                        <italic toggle="yes">Agrofor. Syst.</italic>
</source>
                    <year>2009</year>;<volume>77</volume>(<issue>1</issue>):<fpage>5</fpage>&#x2013;<lpage>13</lpage>.</mixed-citation>
            </ref>
            <ref id="ref82">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Nair</surname>
                            <given-names>PKR</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Moses</surname>
                            <given-names>ME</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kassam</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry systems: A review on sustainability benefits.</article-title>
                    <source>

                        <italic toggle="yes">Agroforestry Syst.</italic>
</source>
                    <year>2018</year>;<volume>92</volume>(<issue>2</issue>):<fpage>15</fpage>&#x2013;<lpage>28</lpage>.</mixed-citation>
            </ref>
            <ref id="ref83">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Negash</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Role of indigenous agroforestry in soil conservation in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Soil Water Conserv. J.</italic>
</source>
                    <year>2007</year>;<volume>8</volume>(<issue>3</issue>):<fpage>45</fpage>&#x2013;<lpage>52</lpage>.</mixed-citation>
            </ref>
            <ref id="ref84">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Negash</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Starr</surname>
                            <given-names>C</given-names>
                        </name>
</person-group>:
                    <article-title>Indigenous knowledge and agroforestry in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">J. Environ. Manage.</italic>
</source>
                    <year>2015</year>;<volume>50</volume>(<issue>2</issue>):<fpage>190</fpage>&#x2013;<lpage>205</lpage>.</mixed-citation>
            </ref>
            <ref id="ref85">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Nune</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mulugeta</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry and soil health in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Soil Sci. Environ.</italic>
</source>
                    <year>2022</year>;<volume>28</volume>(<issue>4</issue>):<fpage>302</fpage>&#x2013;<lpage>315</lpage>.</mixed-citation>
            </ref>
            <ref id="ref35">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Place</surname>
                            <given-names>F</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The role of agroforestry in enhancing food security and resilience to climate change in East Africa.</article-title>
                    <source>

                        <italic toggle="yes">Environ. Sci. Pol.</italic>
</source>
                    <year>2012</year>;<volume>16</volume>(<issue>1</issue>):<fpage>6</fpage>&#x2013;<lpage>12</lpage>.</mixed-citation>
            </ref>
            <ref id="ref86">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ricketts</surname>
                            <given-names>TH</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Noordwijk</surname>
                            <given-names>M</given-names>
                            <prefix>van</prefix>
                        </name>

                        <name name-style="western">
                            <surname>Donovan</surname>
                            <given-names>T</given-names>
                        </name>
</person-group>:
                    <article-title>The future of tropical agroforestry: Prospects and challenges.</article-title>
                    <source>

                        <italic toggle="yes">J. Sustain. Agric.</italic>
</source>
                    <year>2016</year>;<volume>40</volume>(<issue>1</issue>):<fpage>88</fpage>&#x2013;<lpage>102</lpage>.</mixed-citation>
            </ref>
            <ref id="ref36">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Schroth</surname>
                            <given-names>G</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Agroforestry and the achievement of climate change mitigation goals.</article-title>
                    <source>

                        <italic toggle="yes">Environ. Sci. Pol.</italic>
</source>
                    <year>2011</year>;<volume>14</volume>(<issue>7</issue>):<fpage>745</fpage>&#x2013;<lpage>755</lpage>.</mixed-citation>
            </ref>
            <ref id="ref87">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Schroth</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Fonseca</surname>
                            <given-names>GAB</given-names>
                            <prefix>da</prefix>
                        </name>

                        <name name-style="western">
                            <surname>Harvey</surname>
                            <given-names>CA</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Agroforestry and biodiversity conservation in tropical landscapes.</article-title>
                    <source>

                        <italic toggle="yes">Biodivers. Conserv.</italic>
</source>
                    <year>2002</year>;<volume>11</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>17</lpage>.</mixed-citation>
            </ref>
            <ref id="ref88">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Schroth</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gascon</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Harvey</surname>
                            <given-names>CA</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Agroforestry and ecosystem services: A synthesis.</article-title>
                    <source>

                        <italic toggle="yes">Biodivers. Conserv.</italic>
</source>
                    <year>2004</year>;<volume>13</volume>(<issue>7</issue>):<fpage>1307</fpage>&#x2013;<lpage>1322</lpage>.</mixed-citation>
            </ref>
            <ref id="ref40">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Schroth</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sinclair</surname>
                            <given-names>FL</given-names>
                        </name>
</person-group>:
                    <article-title>Trees, crops, and the challenge of sustainable agriculture.</article-title>
                    <source>

                        <italic toggle="yes">Agrofor. Syst.</italic>
</source>
                    <year>2003</year>;<volume>59</volume>(<issue>3</issue>):<fpage>35</fpage>&#x2013;<lpage>44</lpage>.</mixed-citation>
            </ref>
            <ref id="ref89">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Shiferaw</surname>
                            <given-names>B</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Teklehaimanot</surname>
                            <given-names>H</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tsegaye</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry and food security in the Ethiopian highlands.</article-title>
                    <source>

                        <italic toggle="yes">Food Sec.</italic>
</source>
                    <year>2017</year>;<volume>9</volume>(<issue>4</issue>):<fpage>813</fpage>&#x2013;<lpage>828</lpage>.</mixed-citation>
            </ref>
            <ref id="ref38">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Sileshi</surname>
                            <given-names>G</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The role of agroforestry in enhancing soil fertility in sub-Saharan Africa.</article-title>
                    <source>

                        <italic toggle="yes">Agric. Ecosyst. Environ.</italic>
</source>
                    <year>2014</year>;<volume>190</volume>:<fpage>40</fpage>&#x2013;<lpage>50</lpage>.</mixed-citation>
            </ref>
            <ref id="ref41">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Swallow</surname>
                            <given-names>B</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Agroforestry and sustainable development in Sub-Saharan Africa: Constraints and opportunities.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Agric. Sustain.</italic>
</source>
                    <year>2005</year>;<volume>3</volume>(<issue>3</issue>):<fpage>183</fpage>&#x2013;<lpage>199</lpage>.</mixed-citation>
            </ref>
            <ref id="ref90">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Tadesse</surname>
                            <given-names>B</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Fikre</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Assefa</surname>
                            <given-names>H</given-names>
                        </name>
</person-group>:
                    <article-title>Challenges and opportunities of agroforestry in Ethiopian agriculture.</article-title>
                    <source>

                        <italic toggle="yes">J. Sustain. Agric.</italic>
</source>
                    <year>2018</year>;<volume>32</volume>(<issue>3</issue>):<fpage>45</fpage>&#x2013;<lpage>58</lpage>.</mixed-citation>
            </ref>
            <ref id="ref91">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Teklay</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Waktola</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Solomon</surname>
                            <given-names>K</given-names>
                        </name>
</person-group>:
                    <article-title>Soil fertility management in agroforestry systems of the Ethiopian highlands.</article-title>
                    <source>

                        <italic toggle="yes">Soil Sci.</italic>
</source>
                    <year>2015</year>;<volume>80</volume>(<issue>1</issue>):<fpage>11</fpage>&#x2013;<lpage>22</lpage>.</mixed-citation>
            </ref>
            <ref id="ref92">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Teklehaimanot</surname>
                            <given-names>H</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry as a strategy for sustainable land management in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">J. Agric. Stud.</italic>
</source>
                    <year>2004</year>;<volume>5</volume>(<issue>1</issue>):<fpage>59</fpage>&#x2013;<lpage>68</lpage>.</mixed-citation>
            </ref>
            <ref id="ref93">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Teklehaimanot</surname>
                            <given-names>H</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Desta</surname>
                            <given-names>B</given-names>
                        </name>
</person-group>:
                    <article-title>Recent trends in agroforestry research in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Agroforestry Res.</italic>
</source>
                    <year>2023</year>;<volume>12</volume>(<issue>1</issue>):<fpage>15</fpage>&#x2013;<lpage>29</lpage>.</mixed-citation>
            </ref>
            <ref id="ref94">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Tesfaye</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Worku</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Berhanu</surname>
                            <given-names>D</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry adoption and its impacts on soil quality in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">J. Soil Water Conserv.</italic>
</source>
                    <year>2014</year>;<volume>69</volume>(<issue>1</issue>):<fpage>25</fpage>&#x2013;<lpage>36</lpage>.</mixed-citation>
            </ref>
            <ref id="ref95">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Tesfaye</surname>
                            <given-names>H</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Woldetsadik</surname>
                            <given-names>K</given-names>
                        </name>
</person-group>:
                    <article-title>Impacts of agroforestry practices on household income in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Agric. Econ.</italic>
</source>
                    <year>2015</year>;<volume>16</volume>(<issue>2</issue>):<fpage>89</fpage>&#x2013;<lpage>102</lpage>.</mixed-citation>
            </ref>
            <ref id="ref96">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Tesfaye</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Moges</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Adoption of agroforestry practices among smallholder farmers in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">J. Rural Dev.</italic>
</source>
                    <year>2021</year>;<volume>28</volume>(<issue>2</issue>):<fpage>34</fpage>&#x2013;<lpage>50</lpage>.</mixed-citation>
            </ref>
            <ref id="ref97">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Tesfaye</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Abebe</surname>
                            <given-names>W</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Alemu</surname>
                            <given-names>T</given-names>
                        </name>
</person-group>:
                    <article-title>Diversity and benefits of agroforestry systems in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Agroforestry Syst.</italic>
</source>
                    <year>2010</year>;<volume>84</volume>(<issue>2</issue>):<fpage>123</fpage>&#x2013;<lpage>135</lpage>.</mixed-citation>
            </ref>
            <ref id="ref98">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Van Noordwijk</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mugisha</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Schans</surname>
                            <given-names>J</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry and land use in sub-Saharan Africa: A review.</article-title>
                    <source>

                        <italic toggle="yes">Land Use Policy</italic>
</source>
                    <year>2014</year>;<volume>38</volume>:<fpage>67</fpage>&#x2013;<lpage>74</lpage>.</mixed-citation>
            </ref>
            <ref id="ref99">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Yilma</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kebede</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <article-title>Economic evaluation of agroforestry systems in the Ethiopian highlands.</article-title>
                    <source>

                        <italic toggle="yes">J. Rural Econ.</italic>
</source>
                    <year>2022</year>;<volume>27</volume>(<issue>3</issue>):<fpage>210</fpage>&#x2013;<lpage>225</lpage>.</mixed-citation>
            </ref>
            <ref id="ref100">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Yirdaw</surname>
                            <given-names>Z</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mekonnen</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tsegaye</surname>
                            <given-names>B</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry and food security in Ethiopia.</article-title>
                    <source>

                        <italic toggle="yes">Food Sec.</italic>
</source>
                    <year>2017</year>;<volume>9</volume>(<issue>2</issue>):<fpage>371</fpage>&#x2013;<lpage>385</lpage>.
                    <pub-id pub-id-type="doi">10.1007/s12571-017-0654-6</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref101">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Zewdie</surname>
                            <given-names>Y</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mohammed</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Agroforestry and food security in Ethiopia: A case study.</article-title>
                    <source>

                        <italic toggle="yes">Afr. J. Agric. Res.</italic>
</source>
                    <year>2019</year>;<volume>14</volume>(<issue>5</issue>):<fpage>456</fpage>&#x2013;<lpage>465</lpage>.</mixed-citation>
            </ref>
            <ref id="ref54">
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Zomer</surname>
                            <given-names>RJ</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Global agroforestry carbon sequestration potential: A review of the current evidence.</article-title>
                    <source>

                        <italic toggle="yes">Environ. Sci. Pol.</italic>
</source>
                    <year>2016</year>;<volume>68</volume>:<fpage>42</fpage>&#x2013;<lpage>51</lpage>.</mixed-citation>
            </ref>
        </ref-list>
    </back>
    <sub-article article-type="reviewer-report" id="report392228">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.176657.r392228</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Sow</surname>
                        <given-names>Sumit</given-names>
                    </name>
                    <xref ref-type="aff" rid="r392228a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-3074-9699</uri>
                </contrib>
                <aff id="r392228a1">
                    <label>1</label>Dr. Rajendra Prasad Central Agricultural University, Pusa, India</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>28</day>
                <month>8</month>
                <year>2025</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Sow S</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport392228" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.160723.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>reject</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>Based on a comprehensive evaluation of the manuscript titled 
                <bold>"Agroforestry systems in Ethiopia: A systematic review of climate change mitigation, adaptation, and sustainable land management potential"</bold>, I recommend 
                <bold>rejection</bold> of the manuscript in its current form for the following key reasons:</p>
            <p> 
                <bold>1.&#x00a0;</bold>The manuscript does not provide a compelling justification for the systematic review. It fails to identify: 
                <list list-type="bullet">
                    <list-item>
                        <p>The specific gaps in the current literature on agroforestry in Ethiopia.</p>
                    </list-item>
                    <list-item>
                        <p>Conflicting evidence or unresolved questions that would necessitate a meta-analysis.</p>
                    </list-item>
                    <list-item>
                        <p>Why Ethiopia was selected over other countries in Sub-Saharan Africa where agroforestry is also prevalent (e.g., Kenya, Malawi, Tanzania).</p>
                    </list-item>
                </list> 
                <bold>2.&#x00a0;</bold>The study lacks clearly stated and specific research objectives. As a result: 
                <list list-type="bullet">
                    <list-item>
                        <p>The scope of the review is unclear and appears to conflate multiple aims (soil health, biodiversity, mitigation, adaptation, policy).</p>
                    </list-item>
                    <list-item>
                        <p>The introduction includes objectives that are not systematically addressed in the methods or results.</p>
                    </list-item>
                    <list-item>
                        <p>A numbered list or concise paragraph clearly defining the research questions or objectives would improve clarity.</p>
                    </list-item>
                </list> 
                <bold>3. </bold>While the authors outline a general search strategy, several critical issues remain: 
                <list list-type="bullet">
                    <list-item>
                        <p>Search terms are only mentioned broadly (e.g., "Agroforestry and climate change"), not listed in detail as used in databases.</p>
                    </list-item>
                    <list-item>
                        <p>Ethiopia is the focal country, yet this is not reflected in the search strategy or inclusion criteria.</p>
                    </list-item>
                    <list-item>
                        <p>The inclusion of only studies covering both mitigation and adaptation may have excluded high-quality, relevant studies focused on either one, leading to a biased sample.</p>
                    </list-item>
                </list> 
                <bold>4. </bold>Despite describing both qualitative and quantitative synthesis methods: 
                <list list-type="bullet">
                    <list-item>
                        <p>The quantitative analysis is either missing or not clearly presented.</p>
                    </list-item>
                    <list-item>
                        <p>No statistical results or meta-analytic figures are shown in the results section.</p>
                    </list-item>
                    <list-item>
                        <p>Descriptions are largely narrative summaries and tables; there is no critical synthesis or comparative analysis of effect sizes, confidence intervals, or variability between studies.</p>
                    </list-item>
                </list> 
                <bold>5.&#x00a0;</bold>The conclusions presented, while optimistic, are: 
                <list list-type="bullet">
                    <list-item>
                        <p>Based on descriptive summaries rather than robust, quantitative evidence.</p>
                    </list-item>
                    <list-item>
                        <p>Unbalanced&#x2014;only positive findings are emphasized, while null or negative outcomes are completely omitted.</p>
                    </list-item>
                    <list-item>
                        <p>At odds with standard expectations from a systematic review, which should present both supporting and contradictory evidence objectively.</p>
                    </list-item>
                </list> 
                <bold>6.&#x00a0;</bold>Several citations are missing in tables (especially Table 3), reducing transparency. 
                <list list-type="bullet">
                    <list-item>
                        <p>The PRISMA diagram lacks standard structure and explanations for exclusion.</p>
                    </list-item>
                    <list-item>
                        <p>Asterisks around statistical terms (e.g., 
                            <italic>Quantitative Synthesis</italic>) are unclear&#x2014;potentially formatting errors or unclarified references.</p>
                    </list-item>
                </list>
            </p>
            <p>Are the rationale for, and objectives of, the Systematic Review clearly stated?</p>
            <p>No</p>
            <p>Is the statistical analysis and its interpretation appropriate?</p>
            <p>No</p>
            <p>If this is a Living Systematic Review, is the &#x2018;living&#x2019; method appropriate and is the search schedule clearly defined and justified? (&#x2018;Living Systematic Review&#x2019; or a variation of this term should be included in the title.)</p>
            <p>Partly</p>
            <p>Are sufficient details of the methods and analysis provided to allow replication by others?</p>
            <p>No</p>
            <p>Are the conclusions drawn adequately supported by the results presented in the review?</p>
            <p>No</p>
            <p>Reviewer Expertise:</p>
            <p>The manuscript shows effort in compiling literature on a relevant topic but falls short of meeting the standards for a systematic review due to:Lack of methodological rigor and replicability,Absence of critical synthesis or robust analysis,Unclear scope and objectives,And overly descriptive, non-empirical conclusions.Substantial revision, including a redefined scope, rigorous methodological framework, detailed statistical analysis, and balanced interpretation of findings (including limitations and negative outcomes), would be required before the manuscript could be reconsidered.</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to state that I do not consider it to be of an acceptable scientific standard, for reasons outlined above.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report371194">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.176657.r371194</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Watts</surname>
                        <given-names>Martin</given-names>
                    </name>
                    <xref ref-type="aff" rid="r371194a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-1915-0899</uri>
                </contrib>
                <aff id="r371194a1">
                    <label>1</label>University of Southampton, Southampton, UK</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>7</day>
                <month>5</month>
                <year>2025</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Watts M</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport371194" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.160723.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>reject</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>
                <bold>Are the rationale for, and objectives of, the Systematic Review clearly stated?</bold>
            </p>
            <p> </p>
            <p> Overall, the reasoning behind conducting the review remains unclear to me, both in terms of research gaps and the significance of policy implications. The author might consider clearly articulating why their review is timely and necessary. For instance, are there specific uncertainties related to the outcomes and effects of agroforestry systems concerning the relevant research areas (i.e., climate adaptation, resilience, and mitigation) currently found in the literature that a systematic review could address? Or perhaps there exists a substantial number of studies with conflicting results regarding the potential advantages (or disadvantages) of agroforestry systems, which again, a systematic review or meta-analysis could illuminate.</p>
            <p> </p>
            <p> Furthermore, while I recognise that Ethiopia and its smallholder farmers are notably susceptible to climate change, I believe a more compelling rationale is needed for choosing Ethiopia as the focus country in SSA for this review. Specifically, what distinguishes Ethiopia from other SSA nations like Kenya, Malawi, and Tanzania, where agroforestry practices are prevalent? Is there anything distinctly different or unique about Ethiopia that might influence the potential benefits of agroforestry systems?</p>
            <p> </p>
            <p> Finally, the study's exact objectives are relatively unclear to me. Are they primarily aimed at understanding the role of agroforestry in soil fertility, water retention, and promoting biodiversity - a topic that seems to arise unexpectedly given the content presented in the introduction - or are they focused on evaluating the climate mitigation, adaptation, and resilience benefits of agroforestry systems, as suggested by the review search terms? Additionally, the mention of barriers to agroforestry adds to this ambiguity. I recommend explicitly stating the objectives, perhaps in clear numbered bullet points, to make them clear to readers of the manuscript. It's also important to refrain from introducing research areas that the review does not plan to explore in detail. Clearly defining the review's objectives is crucial, as they will guide the search strategy, including the search terms used and the criteria for inclusion or exclusion. I also have some concerns regarding the search strategy, which I will address in the following section.</p>
            <p> </p>
            <p> </p>
            <p> 
                <bold>Are sufficient details of the methods and analysis provided to allow replication by others?</bold>
            </p>
            <p> </p>
            <p> The authors effectively outline their search strategy steps, which enhances replicability. Including more details about the data extraction sheet or providing it in supplementary material would improve transparency and replicability, as well as clearly define the &#x2018;key metrics&#x2019; that were emphasised during extraction. I find the Prisma reporting figure somewhat unusual; it differs from what I have typically seen in systematic review articles, especially regarding the reasons provided for excluding studies. The authors might consider elaborating on this point for better clarity.</p>
            <p> </p>
            <p> Regarding the inclusion and exclusion criteria, I expected to see that the studies reviewed must have been conducted in Ethiopia, especially as Ethiopia is absent from the search terms. However, the same paragraph mentions a&#x00a0; global scope for the analysis, which contradicts the implied geographic interest thus far, creating some confusion. Furthermore, the phrase &#x2018;insufficient methodology details&#x2019; lacks specificity and is subjective, hindering the study's replicability. As for &#x2018;Those not addressing both adaptation and mitigation&#x2019; &#x2013; do the reviewed studies need to examine both elements within a single study? If so, this could exclude numerous agroforestry studies focusing solely on either mitigation or adaptation, often with much greater depth. I suspect there are more of the later agroforestry studies than those that address both aspects simultaneously.</p>
            <p> </p>
            <p> In relation to the search terms employed to gather the studies reviewed, I expected to see them precisely as entered into the literature databases, including the Boolean operators used, rather than written in such a way which implies that these are some examples of the search terms applied. This detail is essential for replicability in a systematic review/meta-analysis paper, allowing reviewers to evaluate the methods and results presented thoroughly &#x2013; please add these in. Furthermore, if these are the only search terms used, then I would be concerned about the number of agroforestry articles that may have been in the search. In my experience, not all articles reporting on agroforestry systems explicitly use the term agroforestry. There are numerous ways that agroforests can be referred to; for example, via their different forms/types, e.g., &#x00a0;homegardens, parkland, improved fallows, multistrata systems, trees on farms, hedgerows, etc, all of which fall under the definition of agroforestry. One option could be to develop search terms of the different types identified in section 3.1, and incorporate them into the search strategy.</p>
            <p> </p>
            <p> The information regarding qualitative and quantitative analysis appears limited, particularly the qualitative aspect, which is barely mentioned. The in text quantitative analysis also requires further explanation. For instance, what specific data was extracted from the selected studies, and what methods were used to analyse this data, including the techniques and models applied, as well as the reasoning behind them. Without a clear understanding of the quantitative data utilised in the random effects model, it's challenging to fully grasp the quantitative data that has been performed. Also, I am not sure why there are * around the statistical techniques; should there be some analysis or description linked here?</p>
            <p> </p>
            <p> 
                <bold>Is the statistical analysis and its interpretation appropriate?</bold>
            </p>
            <p> </p>
            <p> As mentioned above, further details on the statistical analysis methods would be helpful. However, unless I have missed the presentation of these results, I do not observe any statistical results or findings in the results section.</p>
            <p> </p>
            <p> 
                <bold>Are the conclusions drawn adequately supported by the results presented in the review?</bold>
            </p>
            <p> </p>
            <p> The findings provide a good overview of different AF systems in Ethiopia. The various tables also offer useful summaries of some of the reviewed literature; however, there are a few citations missing from a couple of them, especially in Table 3. The findings upon which the conclusion is based seem overly descriptive, e.g., listing the tons of carbon stored, and do not read as an overall synthesis of the existing literature. Rather, they resemble an introductory literature review in a manuscript, instead of a findings section of a systematic review/meta-analysis. Perhaps the author could revise and synthesise all the findings related to the study objectives (once they have been explicitly stated) and cite some example studies to illustrate key points, findings, debates, etc. I also wonder whether the authors have identified key aspects and/or indicators of adaptation, mitigation, or resilience and evaluated how agroforestry systems relate to these aspects as described by studies, incorporating this into their conclusion. The manuscript's conclusions are also constrained without the quantitative results presented to support them, which makes it difficult to assess whether the conclusion presented are empirically supported.</p>
            <p> </p>
            <p> As a final point of feedback, while the findings of the review generally align with the positive narrative about the benefits of agroforestry found in broader literature, I am somewhat surprised that the sample of 50 something studies did not mention any &#x2018;null&#x2019; or negative impacts of agroforestry. Although less frequent, these negative results can be observed in empirical studies, especially in Sub-Saharan Africa and in counterfactual studies, particularly when agroforestry systems face extreme stress, such as droughts. Were any of these findings noted in the studies reviewed? If they were, it is essential to include them explicitly in the findings to prevent any positive bias and to avoid suggesting that agroforestry systems are flawless farming solutions that are effective everywhere and under all conditions (which we know from the literature isn&#x2019;t always the case)</p>
            <p> </p>
            <p> </p>
            <p> I also have a couple of minor points of feedback to improve the introduction:</p>
            <p> </p>
            <p> </p>
            <p> First Paragraph 
                <list list-type="bullet">
                    <list-item>
                        <p>Can a more recent IPCC report be cited?</p>
                    </list-item>
                    <list-item>
                        <p>Another hyphen is required after defining agroforestry</p>
                    </list-item>
                </list> </p>
            <p> Second 
                <list list-type="bullet">
                    <list-item>
                        <p>Definition of AF systems is not required again.</p>
                    </list-item>
                </list> </p>
            <p> Third 
                <list list-type="bullet">
                    <list-item>
                        <p>Can you name a few of the specific climate goals?</p>
                    </list-item>
                </list> </p>
            <p> Fourth 
                <list list-type="bullet">
                    <list-item>
                        <p>There is more recent literature that you can cite that provides more up-to-date information on how AF systems increase resilience to CC, both from an agroecological and socio-economic perspective. While key papers, the literature cited from the noughties is probably a bit old for a manuscript written in 2025.</p>
                    </list-item>
                    <list-item>
                        <p>Also, you could perhaps build on the paragraph a little, adding a bit more into the mechanisms of how exactly AF systems increase climate resilience .. what are the process etc, cite a few empirical studies where this has been evidenced in SSA.</p>
                    </list-item>
                </list> </p>
            <p> Fifth 
                <list list-type="bullet">
                    <list-item>
                        <p>Tanzania as well.</p>
                    </list-item>
                </list> </p>
            <p> Seventh 
                <list list-type="bullet">
                    <list-item>
                        <p>Can you add some values and numbers to the changes in climate variables discussed e.g., temperature rises, rainfall etc, perhaps also what some climate models are projecting (demonstrates that AF systems will become increasingly important in the future, too.)</p>
                    </list-item>
                </list> </p>
            <p> Ninth 
                <list list-type="bullet">
                    <list-item>
                        <p>Again, are there any more recent literature that you can cite? The barriers to agroforestry systems are likely to have changed a bit from the last two decades, especially as new ways to try overcome these barriers are constantly being developed.</p>
                    </list-item>
                    <list-item>
                        <p>Can you expand on the third sentence more?</p>
                    </list-item>
                </list> </p>
            <p> Tenth 
                <list list-type="bullet">
                    <list-item>
                        <p>I wouldn&#x2019;t normally expect to see the findings of the review presented in the introduction section &#x2013; I would shift these to the opening of the discussion/conclusion section.</p>
                    </list-item>
                </list>
            </p>
            <p>Are the rationale for, and objectives of, the Systematic Review clearly stated?</p>
            <p>No</p>
            <p>Is the statistical analysis and its interpretation appropriate?</p>
            <p>No</p>
            <p>If this is a Living Systematic Review, is the &#x2018;living&#x2019; method appropriate and is the search schedule clearly defined and justified? (&#x2018;Living Systematic Review&#x2019; or a variation of this term should be included in the title.)</p>
            <p>Not applicable</p>
            <p>Are sufficient details of the methods and analysis provided to allow replication by others?</p>
            <p>No</p>
            <p>Are the conclusions drawn adequately supported by the results presented in the review?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Agroforestry Systems, Climate Resilience, Socio-ecological systems, Nutrition and Wellbeing, Rural Markets</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to state that I do not consider it to be of an acceptable scientific standard, for reasons outlined above.</p>
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    </sub-article>
</article>
