<?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="research-article" 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.128556.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Indigenous knowledge of astronomical star positions and temporal patterns for seasonal weather forecasting: the case of Borana Oromo Pastoralists of Southern Ethiopia</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: awaiting peer review]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Dinsa</surname>
                        <given-names>Abera Bekele</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/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</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>
                    <uri content-type="orcid">https://orcid.org/0000-0003-4255-5074</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Wakjira</surname>
                        <given-names>Feyera Senbeta</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Teferi Demmesie</surname>
                        <given-names>Ermias</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Negash</surname>
                        <given-names>Tamirat Teferra</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>College of development studies, Addis Ababa University, Addis Ababa, 20120, Ethiopia</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:gaariiabera.bekele@yahoo.com">gaariiabera.bekele@yahoo.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>22</day>
                <month>2</month>
                <year>2023</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2023</year>
            </pub-date>
            <volume>12</volume>
            <elocation-id>205</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>19</day>
                    <month>12</month>
                    <year>2022</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2023 Dinsa AB et al.</copyright-statement>
                <copyright-year>2023</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/12-205/pdf"/>
            <abstract>
                <p>
                    <bold>Background</bold>: Indigenous Knowledge-based (IK) prediction of weather is an activity as old as humanity. The objective of this study is to examine indigenous knowledge-based seasonal weather indicating features of astronomic stars.</p>
                <p>
                    <bold>Methods</bold>: This study is based on primary data that were generated through using focus group discussion, key informant interviews, experimental groups, and direct observation.</p>
                <p>
                    <bold>Results</bold>: The findings revealed that, in the study area, one of the widely used practices of indigenous-based weather indicating astronomic objects that exhibit change naturally within a continuum of varying temporal and spatial contexts are observable external features of stars. In the study area weather indicating outlooks of stars are: temporal patterns of star-moon alignment/defect of star-moon alignment; position/direction of the stars and physical/colors of stars. The indicators were displayed in a more than three months lead time ahead of the actual occurrence of weather events. The occurrence of the forecasting of the weather event actually happened in 2021. The severe drought of 2021/2022 was mainly caused by naturally driven defects of star-moon alignment. These practices are still regularly used in decision making. However, these practices are not yet mainstreamed in to formal structures.</p>
                <p>
                    <bold>Conclusion</bold>: Curtailments of mobility, severity of drought, weakening of traditional institution, leaving of traditional life-style and death of the knowledgeable elders are the major challenging factors to these practices.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Borana Oromo</kwd>
                <kwd>Ethiopia</kwd>
                <kwd>Indigenous Knowledge</kwd>
                <kwd>Astronomy</kwd>
                <kwd>Stars</kwd>
                <kwd>Weather Forecast</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>Introduction</title>
            <p>People around the world throughout human history have developed indigenous knowledge (IK) systems (
                <xref ref-type="bibr" rid="ref82">Romani, 1981</xref>; 
                <xref ref-type="bibr" rid="ref92">Sillitoe and Sillitoe, 2006</xref>; 
                <xref ref-type="bibr" rid="ref7">Apgar and Apgar, 2010</xref>) in an effort to improve livelihood decision making. IK guides and allows people to produce sustainable survival mechanisms. In this regard, IK is the driver in everyday lives/livelihoods; and provides early signals to the probable events within a continuum of a given environmental and social change/context and helps people to undertake effective preparedness and response (
                <xref ref-type="bibr" rid="ref100">Tang, 2012</xref>; 
                <xref ref-type="bibr" rid="ref112">Zounon 
                    <italic toggle="yes">et al</italic>., 2020</xref>; 
                <xref ref-type="bibr" rid="ref49">Ibinarriaga, 2020</xref>; 
                <xref ref-type="bibr" rid="ref30">Dinsa AB 
                    <italic toggle="yes">et al</italic>., 2022</xref>). In this case, IK explains the origin of natural features, the dynamics of natural processes, and various natural phenomena through deduction, observation, experimentation, and experience (
                <xref ref-type="bibr" rid="ref80">Rajasekaran, 1993</xref>; 
                <xref ref-type="bibr" rid="ref92">Sillitoe and Sillitoe, 2006</xref>; 
                <xref ref-type="bibr" rid="ref96">Settee, 2007</xref>; 
                <xref ref-type="bibr" rid="ref61">Loretta, 2014</xref>; 
                <xref ref-type="bibr" rid="ref34">Fernandez, 2015</xref>; 
                <xref ref-type="bibr" rid="ref6">Anju and Bonny, 2019</xref>; 
                <xref ref-type="bibr" rid="ref27">David-Chavez, 2019</xref>). Indigenous people across the globe use their indigenous knowledge to classify the objects, to interpret activities; and to identify events in the process of overcoming all aspects of natural and manmade problems (
                <xref ref-type="bibr" rid="ref7">Apgar and Apgar, 2010</xref>; 
                <xref ref-type="bibr" rid="ref79">Rahman and Rusli, 2017</xref>; 
                <xref ref-type="bibr" rid="ref52">Kim, 2018</xref>; 
                <xref ref-type="bibr" rid="ref15">Bruchac, 2020</xref>). The logic behind this is that intrinsic resilience is the outcome of indigenous knowledge adaptation practices (
                <xref ref-type="bibr" rid="ref85">Rustomjee, 2015</xref>; 
                <xref ref-type="bibr" rid="ref53">Kirmayer 
                    <italic toggle="yes">et al</italic>., 2011</xref>). However, IK constitutes skill/knowledge systems that are dynamic, holistic; and designating/reflecting specific geographical area, distinct/original to a given society/culture and evolving within the intergenerational transmission, since time immemorial (
                <xref ref-type="bibr" rid="ref48">Iba&#x00f1;ez, 2014</xref>; 
                <xref ref-type="bibr" rid="ref94">Sirima, 2015</xref>; 
                <xref ref-type="bibr" rid="ref3">Aderemi, 2017</xref>).</p>
            <p>Hence, continuity, preservation, restoration and sustainability of IK systems have value not only for the communities in which they evolved and is practiced but also for scientists and planners striving to improve conditions in rural localities (
                <xref ref-type="bibr" rid="ref101">Theodory, 2016</xref>; 
                <xref ref-type="bibr" rid="ref92">Sillitoe and Sillitoe, 2006</xref>; 
                <xref ref-type="bibr" rid="ref52">Kim, 2018</xref>). Likewise, in rural areas of Ethiopia indigenous knowledge practices/technologies are still prevalent in all aspects of life and livelihoods (
                <xref ref-type="bibr" rid="ref107">Workineh 
                    <italic toggle="yes">et al</italic>., 2010</xref>; 
                <xref ref-type="bibr" rid="ref66">Mihertu, 2018</xref>; 
                <xref ref-type="bibr" rid="ref30">Dinsa AB 
                    <italic toggle="yes">et al</italic>., 2022</xref>). Indigenous weather forecasting knowledge, livestock mobility, traditional by-law in relation to water and rangeland use and management practices; prescribed firing, traditional Oromo administration system (Geda system
                <xref ref-type="fn" rid="fn1">
                    <sup>1</sup>
                </xref>), and social support (rebuilding poor and/or disaster affected individuals in the community) locally known as 
                <italic toggle="yes">Busa gonofa</italic>
                <xref ref-type="fn" rid="fn2">
                    <sup>2</sup>
                </xref>) among the Borana Oromo of Southern Ethiopia are some of the examples of IK practices in Ethiopia (
                <xref ref-type="bibr" rid="ref30">Dinsa AB 
                    <italic toggle="yes">et al</italic>., 2022</xref>; 
                <xref ref-type="bibr" rid="ref51">Jalata, 2012</xref>).</p>
            <p>However, studies by (
                <xref ref-type="bibr" rid="ref24">Cowley-Head, 2002</xref>; 
                <xref ref-type="bibr" rid="ref64">Mauro 
                    <italic toggle="yes">et al</italic>., 2010</xref>) explored that marginalization of IK systems was underway since the 12
                <sup>th</sup> century with increasing modernization. In recent years, anti-IK myths (such as primitivism); lack of documentation, lack of autonomy and departing from IK-based life style and death are some of the factors that are challenging functionality and sustainability of IK (
                <xref ref-type="bibr" rid="ref94">Sirima, 2015</xref>; 
                <xref ref-type="bibr" rid="ref3">Aderemi, 2017</xref>; 
                <xref ref-type="bibr" rid="ref49">Ibinarriaga, 2020</xref>). Despite the fact that there are very few harmful traditional practices (
                <xref ref-type="bibr" rid="ref7">Apgar and Apgar, 2010</xref>), it is argued that anti-IK views have negatively impacted community development processes, especially over the last five decades. Recently, however, the role of IK in the development discourse has been rediscovered at all levels in response to increasing multi-hazard/disaster, climate change/variability, environmental pressure, and its significance in resilience; and response to failure of blue print development planning (
                <xref ref-type="bibr" rid="ref7">Apgar and Apgar, 2010</xref>; 
                <xref ref-type="bibr" rid="ref87">&#x0160;aki&#x0107;, 2020</xref>).</p>
            <p>IK-based prediction of seasonal weather is an activity as old as humanity (
                <xref ref-type="bibr" rid="ref39">Ginibre, 2009</xref>; 
                <xref ref-type="bibr" rid="ref89">Scofield, 2010</xref>). Even today indigenous communities in different parts of the world have relied on IK weather forecasting in making every livelihood practice; and to deal with the continuum of dynamic aspects of environmental change in the process of making adaptation practices (
                <xref ref-type="bibr" rid="ref100">Tang, 2012</xref>; 
                <xref ref-type="bibr" rid="ref48">Iba&#x00f1;ez, 2014</xref>; 
                <xref ref-type="bibr" rid="ref62">Mandaluyong and Donato-kinomis, 2016</xref>; 
                <xref ref-type="bibr" rid="ref71">Nakashima 
                    <italic toggle="yes">et al.</italic>, 2018</xref>; 
                <xref ref-type="bibr" rid="ref30">Dinsa AB 
                    <italic toggle="yes">et al</italic>., 2022</xref>). Biotic and a-biotic objects, celestial bodies/astronomical features and atmospheric phenomena/indicators that are varied within the context of the dynamics of the spatio-temporal patterns are routinely used in indigenous knowledge based weather forecasting practices (
                <xref ref-type="bibr" rid="ref8">Baity 
                    <italic toggle="yes">et al</italic>., 1973</xref>; 
                <xref ref-type="bibr" rid="ref21">Clarke, 2009</xref>; 
                <xref ref-type="bibr" rid="ref61">Loretta, 2014</xref>; 
                <xref ref-type="bibr" rid="ref88">Salite, 2019</xref>; 
                <xref ref-type="bibr" rid="ref30">Dinsa AB 
                    <italic toggle="yes">et al</italic>., 2022</xref>).</p>
            <p>Astronomical knowledge is a significant component of the culture and cosmology of many indigenous peoples (
                <xref ref-type="bibr" rid="ref4">Alacgac 
                    <italic toggle="yes">et al</italic>., 2003</xref>; 
                <xref ref-type="bibr" rid="ref89">Scofield, 2010</xref>; 
                <xref ref-type="bibr" rid="ref56">Lee 
                    <italic toggle="yes">et al</italic>., 2020</xref>; 
                <xref ref-type="bibr" rid="ref57">Lehoux, 2021</xref>). An important aspect of indigenous astronomy is about peoples&#x2019; relationships with the sky (
                <xref ref-type="bibr" rid="ref106">Willis and Ii, 2011</xref>; 
                <xref ref-type="bibr" rid="ref55">Lawrence, 2021</xref>); and how knowledge about the sky helps to identify weather and culturally encoded weather in the process of everyday livelihood decision making (
                <xref ref-type="bibr" rid="ref84">Ruggles, 2015</xref>). Indigenous people in Northern America (
                <xref ref-type="bibr" rid="ref82">Romani, 1981</xref>; 
                <xref ref-type="bibr" rid="ref74">Norton-smith 
                    <italic toggle="yes">et al</italic>., 2016</xref>; 
                <xref ref-type="bibr" rid="ref81">Rawn 
                    <italic toggle="yes">et al.,</italic> 2019</xref>; 
                <xref ref-type="bibr" rid="ref97">Steen, 2021</xref>; 
                <xref ref-type="bibr" rid="ref18">Cannon, 2022</xref>), Aboriginal people in Australia (
                <xref ref-type="bibr" rid="ref21">Clarke, 2009</xref>; 
                <xref ref-type="bibr" rid="ref46">Hamacher 
                    <italic toggle="yes">et al</italic>., 2015</xref>), central European Russian farmers (
                <xref ref-type="bibr" rid="ref83">Rudnev, 2002</xref>), Japan Archipelago (
                <xref ref-type="bibr" rid="ref41">Goto, 2018</xref>), Indian rural people (
                <xref ref-type="bibr" rid="ref80">Rajasekaran, 1993</xref>; 
                <xref ref-type="bibr" rid="ref95">Sivaprakasam and Kanakasabai, 2009</xref>; 
                <xref ref-type="bibr" rid="ref6">Anju and Bonny, 2019</xref>); indigenous peoples of South Africa (
                <xref ref-type="bibr" rid="ref82">Romani, 1981</xref>; 
                <xref ref-type="bibr" rid="ref110">Zimu-Biyela, 2016</xref>), Botswana (
                <xref ref-type="bibr" rid="ref26">Dare 
                    <italic toggle="yes">et al</italic>., 2014</xref>), Zimbabwe (
                <xref ref-type="bibr" rid="ref91">Shoko and Shoko, 2017</xref>; 
                <xref ref-type="bibr" rid="ref68">Muguti and Maposa, 2012</xref>), Uganda (
                <xref ref-type="bibr" rid="ref75">Okonya and Kroschel, 2013</xref>) and Ethiopia (
                <xref ref-type="bibr" rid="ref9">Balehegn 
                    <italic toggle="yes">et al.</italic>, 2019</xref>; 
                <xref ref-type="bibr" rid="ref78">Radeny 
                    <italic toggle="yes">et al.</italic>, 2019</xref>; 
                <xref ref-type="bibr" rid="ref30">Dinsa AB 
                    <italic toggle="yes">et al</italic>., 2022</xref>) are still using celestial bodies of the sky in the making of the IK based weather forecast. In this regard, external physical features, positions and temporal patterns of the stars, Moon and the Sun are regularly used to found explanations of tides, eclipses; and prediction of the season, fertility, activities, production and disasters in the process of the livelihood decision making within a given environmental context (
                <xref ref-type="bibr" rid="ref82">Romani, 1981</xref>; 
                <xref ref-type="bibr" rid="ref21">Clarke, 2009</xref>; 
                <xref ref-type="bibr" rid="ref73">Norris and Harney, 2012</xref>; 
                <xref ref-type="bibr" rid="ref46">Hamacher 
                    <italic toggle="yes">et al</italic>., 2015</xref>; 
                <xref ref-type="bibr" rid="ref30">Dinsa AB 
                    <italic toggle="yes">et al.</italic>, 2022</xref>).</p>
            <p>Borana Oromo pastoralists of Southern Ethiopia have continuously defined outlooks of astronomic objects, observed atmospheric characteristics, read physical conditions of biotic objects, and rememorized the unique and known weather events in each Geda
                <xref ref-type="fn" rid="fn3">
                    <sup>3</sup>
                </xref> cycle in the process of forecasting future weather phenomena. Since time immemorial, indigenous knowledge-based weather forecasting has been the driver of livelihood decision making in the study area. However, studies and proper documentation have not yet been undertaken to preserve this invaluable body of the indigenous weather indicating knowledge and practices of the Borana Oromo pastoralists (
                <xref ref-type="bibr" rid="ref30">Dinsa AB 
                    <italic toggle="yes">et al</italic>., 2022</xref>). Furthermore, no area-specific study has been conducted in the study area on the practical experiences of community-based approaches vis-&#x00e0;-vis weather indicating features of astronomic objects including stars that have continuously manifested different physical and temporal patterns within a range of dynamic contexts (
                <xref ref-type="bibr" rid="ref30">Dinsa AB 
                    <italic toggle="yes">et al</italic>., 2022</xref>). Hence, this study examined the indigenous knowledge based seasonal weather forecast using positional and temporal patterns/features of the stars and its role in livelihood decision making. In doing so, this study tried to answer three interrelated questions: 1) Is the IK-based observation of positional, physical and temporal features/patterns of the stars used in the process of indicating future weather phenomena in the study area? 2) Is there sufficient lapse time between forecasting and occurrence of the weather events? 3) Are indigenous weather forecasting practices currently used by the community in the process of the livelihood decision making?</p>
        </sec>
        <sec id="sec2">
            <title>The concept of indigenous knowledge</title>
            <p>Relevant scholars&#x2019; works/definitions were reviewed and were highlighted here within the context of the aforementioned view of the IK astronomic weather forecasting stars. In this regard, it is better to begin with the highlighted phrases/terms of cultural astronomy, archaeo-astronomy, ethno-astronomy, and ethno-meteorology instead of focusing only on the definition of IK.</p>
            <p>The observation of the sky/astronomy is probably the earliest scientific activity ever performed by humankind (
                <xref ref-type="bibr" rid="ref106">Willis and Ii, 2011</xref>; 
                <xref ref-type="bibr" rid="ref42">Gullberg, 2021</xref>). This highlights the culture based dimension of astronomy. Cultural Astronomy is the study of the use of astronomical knowledge, beliefs, or theories to inspire, inform, or influence social forms and ideologies, or any aspect of human behavior (
                <xref ref-type="bibr" rid="ref60">L&#x00f3;pez, 2011</xref>; 
                <xref ref-type="bibr" rid="ref63">Mart, 2016</xref>; 
                <xref ref-type="bibr" rid="ref22">Clausen, 2016</xref>; 
                <xref ref-type="bibr" rid="ref42">Gullberg, 2021</xref>). Since the theme of this research is to examine the importance of IK-based weather indicating features of stars; this study adopted the definitions of 
                <xref ref-type="bibr" rid="ref115">Nicholas Campian (1997)</xref>: cited in (
                <xref ref-type="bibr" rid="ref63">Mart, 2016</xref>; 
                <xref ref-type="bibr" rid="ref22">Clausen, 2016</xref>) which stated that Cultural Astronomy is the study of humans and their relationship with the phenomena of the sky which includes timekeeping, weather prediction, seasonal calendars and artistic inspiration. In addition, cultural astronomy describes metaphysical beliefs such as celestialism, astrology; as well as human relationships vis-&#x00e0;-vis with the scientific studies of astronomy, astrophysics, space sciences, atmospheric science, and planetary science (
                <xref ref-type="bibr" rid="ref33">Explorers club, 2010</xref>; 
                <xref ref-type="bibr" rid="ref108">Youssefnia, 2014</xref>). It also deals with the study of the history and evolution of all of these beliefs within regions, cultures, and sub-groups which means it examines the astronomy used in ancient cultures, including orientations found at sites and structures of ancient peoples (
                <xref ref-type="bibr" rid="ref72">NASE, 2018</xref>; 
                <xref ref-type="bibr" rid="ref22">Clausen, 2016</xref>; 
                <xref ref-type="bibr" rid="ref111">Zotti 
                    <italic toggle="yes">et al</italic>., 2020</xref>).</p>
            <p>Cultural astronomy comprises the modern disciplines of archeo-astronomy and ethno-astronomy (
                <xref ref-type="bibr" rid="ref21">Clarke, 2009</xref>; 
                <xref ref-type="bibr" rid="ref63">Mart, 2016</xref>). Archaeo-astronomy is the branch of archaeology that deals with the study of the prehistoric civilizations and their astronomical techniques used to establish the seasons or the cycle of the year (
                <xref ref-type="bibr" rid="ref106">Willis and Ii, 2011</xref>). Archaeo-astronomy is quite interdisciplinary. It employs astronomy, but also uses elements of archaeology and anthropology (
                <xref ref-type="bibr" rid="ref106">Willis and Ii, 2011</xref>; 
                <xref ref-type="bibr" rid="ref42">Gullberg, 2021</xref>).</p>
            <p>Ethno-astronomy is the branch of astronomy concerned with the astronomical beliefs and practices of specific cultures. It deals with the astronomical systems of living indigenous peoples (
                <xref ref-type="bibr" rid="ref60">L&#x00f3;pez, 2011</xref>; 
                <xref ref-type="bibr" rid="ref38">Garofalo, 2021</xref>). Ethno-meteorology is a scientific trend in studying the ethnic specificity of traditional ideas of different peoples of the world linked with the weather, in the context of modem ideas of natural science (
                <xref ref-type="bibr" rid="ref21">Clarke, 2009</xref>). In synopsis with this, this study adapted, aggregated and synthesized IK definitions from IPBES, World Bank and UNPFII cited in (
                <xref ref-type="bibr" rid="ref54">Langill 
                    <italic toggle="yes">et al</italic>., 1999</xref>; 
                <xref ref-type="bibr" rid="ref96">SsetteeE, 2007</xref>; 
                <xref ref-type="bibr" rid="ref94">Sirima, 2015</xref>) which stated that IK is a multi-faceted array of area specific knowledge; know how, practices, distinct/original to particular society/culture, representation of identity and survival strategy, might be adopted/adapted by various societies, adaptive/dynamic with change and holistic in nature, intergenerational, which guides societies in their interactions with their surrounding environment. Indigenous knowledge can help build resilience in three ways: increasing the range of available knowledge; providing the basis for adaptations; and enabling social practice and learning (
                <xref ref-type="bibr" rid="ref76">Panampitiya, 2019</xref>; 
                <xref ref-type="bibr" rid="ref14">Berkes 
                    <italic toggle="yes">et al</italic>., 2021</xref>).</p>
        </sec>
        <sec id="sec3">
            <title>Research methodology and description of the study area</title>
            <sec id="sec4">
                <title>Description of the study area</title>
                <p>Astronomically, Borana zone is between 3&#x00b0; 31&#x201d; 31&#x201d;&#x2019; to 6&#x00b0; 35&#x201d; 37&#x201d;&#x2019; latitude and 36&#x00b0; 42&#x201d;&#x2019; 38&#x201d;&#x2019; to 39&#x00b0; 45&#x201d;15&#x201d;&#x2019; E longitudes (
                    <xref ref-type="bibr" rid="ref47">Homann 
                        <italic toggle="yes">et al</italic>., 2008</xref>; 
                    <xref ref-type="bibr" rid="ref58">Lemenih, 
                        <italic toggle="yes">et al</italic>., 2011</xref>). It is located in the southern part of Oromia regional state of Ethiopia. Yabello the capital town of Borana Zone is 570 km South of the capital city, Addis Ababa (
                    <xref ref-type="bibr" rid="ref102">Tura and Ramachandra Reddy, 2015</xref>). It borders Kenya in the South, Somali Regional State and Gudji Zone in the East, and the Sidama Region, Southern Nations, Nationalities, and Peoples Region (SNNPR) in the north and west (
                    <xref ref-type="bibr" rid="ref40">Godana, 2016</xref>). The landscape of the zone is mainly lowlands with slightly undulating peaks up to 2000 meters above sea level in some areas (
                    <xref ref-type="bibr" rid="ref13">Berhanu and Beyene, 2015</xref>). The land area is 63,939 km
                    <sup>2</sup> (
                    <xref ref-type="bibr" rid="ref31">Dirriba 
                        <italic toggle="yes">et al</italic>., 2020</xref>; 
                    <xref ref-type="bibr" rid="ref25">Dalle, 2014</xref>). The projected population of Borana Zone is 1,626,930 (Male 821,733 and Female 805,197) with the majority (97%) living in rural areas; Borana Oromo is the largest community in the area with interconnected Oromo groups of Garba and Burdji (
                    <xref ref-type="bibr" rid="ref29">Desta, 2006</xref>; 
                    <xref ref-type="bibr" rid="ref47">Homann 
                        <italic toggle="yes">et al</italic>., 2008</xref>; 
                    <xref ref-type="bibr" rid="ref13">Berhanu and Beyene, 2015</xref>; 
                    <xref ref-type="bibr" rid="ref28">Demisachew and Abiyot, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref30">Dinsa AB 
                        <italic toggle="yes">et al</italic>., 2022</xref>).</p>
                <p>Agro-ecologically, it is semi-arid lowlands and frequently prone to severe drought within a year to year increasing trends in causing damage in the study area (
                    <xref ref-type="bibr" rid="ref5">Ambelu, 2015</xref>). There are four locally defined seasons in which annual rainfall distribution and the dry period patterns of the study area are bimodal in character (
                    <xref ref-type="bibr" rid="ref99">Takele, 2015</xref>). Mean annual rainfall of the area is between 400 to 700 mm (
                    <xref ref-type="bibr" rid="ref12">Berhanu, 2011</xref>). Normally, the long/main rain season (
                    <italic toggle="yes">Ganna</italic> rain) is between March and May; and the short rain season (
                    <italic toggle="yes">Hagayya</italic> rain) is between September and November (Lemenih, 2011; 
                    <xref ref-type="bibr" rid="ref109">Zewdie 
                        <italic toggle="yes">et al</italic>., 2015</xref>). The onset and cessation of both rainfall seasons are often irregular in duration; and are scattered in spatial coverage (
                    <xref ref-type="bibr" rid="ref17">Bule, 2021</xref>). The warm dry seasons (
                    <italic toggle="yes">Bona Hagayya</italic>) is between December and February with a high evapo-transpiration rate (
                    <xref ref-type="bibr" rid="ref25">Dalle, 2014</xref>); and the cool dry season (
                    <italic toggle="yes">Bona Adoolessa</italic>) is between June and August (
                    <xref ref-type="bibr" rid="ref58">Lemenih 
                        <italic toggle="yes">et al.</italic>, 2011</xref>; 
                    <xref ref-type="bibr" rid="ref30">Dinsa AB 
                        <italic toggle="yes">et al</italic>., 2022</xref>).</p>
                <p>The main important sources of livelihoods are pastoralism and/or livestock production; under semi-sedentary basis (
                    <xref ref-type="bibr" rid="ref98">Tadicha, 2015</xref>). Borana pastoralists are known by the husbandry of the world famous livestock of Boran cattle breeds (
                    <xref ref-type="bibr" rid="ref30">Dinsa AB 
                        <italic toggle="yes">et al</italic>., 2022</xref>). Periodical livestock mobility strategy is the common drought risk spreading mechanisms which allow Borana pastoralists to use ecologically/seasonally variable scarce communal natural resources (
                    <xref ref-type="bibr" rid="ref65">Mengistu, 2016</xref>). The holistic Oromo traditional administration/the Geda system is still mainly functional among the Borana Oromo community of Southern Ethiopia. In line with this, traditionally, in Borana zone of Southern Ethiopia indigenous weather forecasting knowledge practices and information are the basis of livelihood decision making. Drought, scarcity of water, rangeland degradation, poor market system, lack of infrastructure, weak disaster preparation, weak service delivery system/lack of strong institution, weakening of the customary indigenous system and lack of appropriate pastoral oriented development policy exacerbated the adverse effects of the drought in the area (
                    <xref ref-type="bibr" rid="ref40">Godana, 2016</xref>; 
                    <xref ref-type="bibr" rid="ref67">Mohamed, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref31">Dirriba 
                        <italic toggle="yes">et al</italic>., 2020</xref>; 
                    <xref ref-type="bibr" rid="ref30">Dinsa AB 
                        <italic toggle="yes">et al</italic>., 2022</xref>).</p>
            </sec>
        </sec>
        <sec id="sec5">
            <title>Research methodology</title>
            <sec id="sec6">
                <title>Research approach</title>
                <p>In this study all the steps and procedures of data collection process were adapted from the indigenous holistic theory (
                    <xref ref-type="bibr" rid="ref69">Mwinzi, 2015</xref>; 
                    <xref ref-type="bibr" rid="ref2">Absolon, 2022</xref>). Indigenous peoples have unique means of relating to the world (
                    <xref ref-type="bibr" rid="ref2">Absolon, 2022</xref>). Indigenous peoples always have been engaged in research in relation to their environment. Indigenous holistic theory is multi-layered; earth-based, ecological, cyclical, relational and its&#x2019; methodologies derive from teaching experiences and relational storytelling about the land, sun, water, sky and all of creation (
                    <xref ref-type="bibr" rid="ref69">Mwinzi, 2015</xref>; 
                    <xref ref-type="bibr" rid="ref2">Absolon, 2022</xref>). Indigenous research methods are mainly dependent on the common principles of respect, relevance, reciprocity and responsibility to indigenous holism, collectivisms, indigenous identity and indigenous ethics (
                    <xref ref-type="bibr" rid="ref77">Pidgeon and Riley, 2021</xref>; 
                    <xref ref-type="bibr" rid="ref16">Bruchac, 2022</xref>). Holistic theory includes an intermixing and consideration of time and space: the past, present, future and values that retain the balance and harmony of all (
                    <xref ref-type="bibr" rid="ref19">Champagne, 2008</xref>; 
                    <xref ref-type="bibr" rid="ref2">Absolon, 2022</xref>).</p>
                <p>Theoretically, indigenous holism values the interconnections of the self to the animate and inanimate, as well as the metaphysical relationships within and between the physical, emotional, cultural/social, and intellectual realms. It also focuses on the interrelationships of the individual to family, community/nation, and lands/waters and indigenous governance (
                    <xref ref-type="bibr" rid="ref69">Mwinzi, 2015</xref>; 
                    <xref ref-type="bibr" rid="ref23">Coates 
                        <italic toggle="yes">et al.</italic>, 2022</xref>). Indigenous research practices are based on respect for indigenous ways of knowing and being, relevance to the community/nation, reciprocity in research processes, and responsibility in the relationships between researchers and the community. Additionally, indigenous research methods provide guiding principles on how one should be working with indigenous peoples, which include identity and respect for indigenous knowledge (
                    <xref ref-type="bibr" rid="ref1">K. E. Absolon, 2016</xref>; 
                    <xref ref-type="bibr" rid="ref77">Pidgeon and Riley, 2021</xref>). In line with this, this study used a field research approach in the whole process of data collection. The essential idea is that the researcher goes into the field to observe the phenomenon in its natural state (
                    <xref ref-type="bibr" rid="ref59">van Lierop, 2015</xref>; 
                    <xref ref-type="bibr" rid="ref104">Van de Ven, 2017</xref>). In the field research approach researcher typically takes continuous extensive field notes which are subsequently coded and analyzed in a variety of ways (
                    <xref ref-type="bibr" rid="ref105">Whitney 
                        <italic toggle="yes">et al</italic>., 2008</xref>).</p>
            </sec>
            <sec id="sec7">
                <title>Sampling techniques</title>
                <p>Similarly, all research subjects and variables under this study were purposively selected to directly reach/explore the major representative samples and quality data in the study area. To easily manage the process of this study, 13 districts of the zone were grouped into five c lusters that consist of 
                    <italic toggle="yes">Yabello, Teltele, Gomole, Dirre and Moyale</italic> based on the proximate of the area to each other for the purpose of this study. Traditionally, Borana Oromo communities and their local stakeholders know well experienced weather forecasting elders in the community; and could compare them with their varying capacity including anyone who is more specialized in stars based indigenous weather forecasting. Purposively, selection of the participants and formation of the clusters were undertaken in collaboration with the relevant stakeholders/organizations including GOs, NGOs, community based organization and community representatives at villages, districts and cluster levels, respectively. In this regard, in the sampling process stakeholders were participated in the selection and verification/ratification of research participants to identify whether/not appropriate individuals with in-depth knowledge of the variables under study were properly included in the selection without any bias.</p>
            </sec>
            <sec id="sec8">
                <title>Data collection</title>
                <p>Data were collected through focus group discussions with FGD participants, experimental groups and key informant interviews that were held at the aforementioned clusters. Accordingly, 5 focus group discussions, each consisting of 12 participants (8 males and 4 females) were involved in data generation. Regarding the experimental groups, 5 groups (clusters) each consisted of 4 participants (a total of 20 participants) of well experienced traditional astronomical weather forecasters were used for gathering data. In addition, 10 key knowledgeable informants (6 males and 4 females) were interviewed. In this regard, in addition to aforementioned research groups; reserve participants including 4 males and 1 female of FGD participants, 5 males and 1 female of experimental groups&#x2019; participants, and 3 males and 1 female of key informant interview participants were formed to use in case of a probable withdrawal of a given participant due to illness, mobility in search of pasture and water; and due to other overlapping duties. Accordingly, in the first phase of the data collection 1 female FGD participant and in the third and fourth phases of data collection 2 female FGD and 2 female experimental groups participants informed us of their withdrawal ahead of the start of the data collection, Hence, they were replaced by the reserve participants that were already prepared for this purpose. During data collection, four enumerators who have in-depth knowledge of the variable under the study were participated in all the steps and phases of the data collection after receiving training on the topic and issues of the study. In addition, indigenous ethics: greeting, introduction and up to-date scenario briefing were done at the beginning of the study. Next, opening of the discussion was held with respect to almighty God based on a blessing by three elders including one woman elder under the shade of the ever-green tree locally known as 
                    <italic toggle="yes">oda.</italic> Third, discussion was held with free, fair and equal participation. Finally, at the end of the daily discussion brief thanksgiving to the almighty God was held.</p>
                <p>Data were collected in three months lead time of each season. The data were collected in four subsequent rounds/seasons; starting from the seasons of 
                    <italic toggle="yes">Bona Hagaya</italic> (warm dry season of December to February), 
                    <italic toggle="yes">Ganna</italic> (main rainfall season of March to May), 
                    <italic toggle="yes">Bona Addolessa</italic> (cool dry season of June to August) and 
                    <italic toggle="yes">Roba Hagayyaa</italic> (small rainfall season of September to November) of 2021. According to the local calendar of the study area New Year begins on the first day of December.</p>
                <p>FGD interview guides in this research mainly focused on identifying the types of stars, periodical based physical outlooks/color of stars, total number of dates of loss of visibility and (re) observation of stars in the year within the observable dimension of the sky in the study area; and continuously varied direction of the stars, periodically varied temporal and positional patterns of the stars that are used for weather forecasting in the study area, In addition, alignments and the defects of the alignments of the stars with each Moon on their predetermined night that are counted from the first date of the new Moon and its effects on the future weather phenomena were used to guide the FGDs. In connection with this, nature/new Moon emerging driven Borana Oromo&#x2019;s abstractly made 27 day patterns which are reconfigured and varied with in each month of a year and its effects on future weather phenomena were used as a FGD guide during the data collection. Furthermore, time lapse between the forecasting, the probable occurrence of the weather events and its role in livelihood decision making process are among the major FGD guides that we used in the data collection of this research.</p>
                <p>The details of the data were collected through defining, reading and observation of varied multidimensional outlooks of the weather indicating features of the stars that are continuously varying in their positional and temporal (star-moon alignment) based reconfiguration patterns. Defining, reading, and observing of the three types of stars that were well-known in the area by the representation of: 1) 
                    <italic toggle="yes">Bakkalcha Dheera</italic> (toll star), 2) 
                    <italic toggle="yes">Bakkalcha goofoo</italic> (medium stars/venues) and 3) 12 groups of normal stars which are varied in their numbers and group formation patterns were used for main data collection. Abstractly made sequential list of 27 Borana Oromo traditional date patterns of the moon which are periodically reconfigured (date patterns in one month is different from date patterns of the next month) in chronological order within each of the 12 months of the year are used in the data collection. In addition, moon day/the day on which each new moon is re-emerges in the sky and day of star-moon alignment/defect of the star-moon alignments that are counted from the first date of the new moon, etc., were used in the data collection process (
                    <xref ref-type="bibr" rid="ref30">Dinsa AB 
                        <italic toggle="yes">et al</italic>., 2022</xref>). During defining, reading and observing of the features of the stars; ratification of the projection/forecast (mainly normal occurrence of rainfall/severe drought) was established by the research participants upon the interpretation of the future weather indicating features of the moon/stars. Finally, verifications of the accuracy of the future weather phenomena were done against the projection/established forecast of the future weather indicating features of the stars. In this study, data were collected through using semi-structured questionnaires and open ended interview guides. Direction/positions, physical/colors of the stars and types of the stars which are indicating upcoming season&#x2019;s phenomena are among the some of the qualitative data variables.</p>
            </sec>
            <sec id="sec9">
                <title>Ethical considerations</title>
                <p>The ethical clearance letter of this study/No/002/2022 was signed and given by Teshome Tefesse (PhD) secretary of institutional review board of the college of development studies of Addis Ababa University, Ethiopia. The proposal of the research was reviewed by the committee of institutional review board which comprises Professor Dr. Feyera Senbeta, Dr. Teshome Tefese, Dr. Meskerem Abdi, Professor Mogose Ashanafi, assistant professor Dr. Aseffa Seyum, and assistant professor Dr. Nigatu Regasa. Written informed consent was obtained from the research participants which allows to publish and publicize their data in any possible way without any limitation. It also stated that participants have the right to participate or not to participate and to communicate in a language they could speak in the provision of data. In this regard, from the beginning participants well know as the data were collected for the PhD dissertation of the correspondent authors which could be published in any possible way.</p>
            </sec>
        </sec>
        <sec id="sec10">
            <title>Data analysis</title>
            <p>Thematic based qualitative data analysis techniques were used in this research. According to 
                <xref ref-type="bibr" rid="ref10">Bazeley (2016)</xref> and 
                <xref ref-type="bibr" rid="ref113">Nowell 
                    <italic toggle="yes">et al</italic>. (2017)</xref>, thematic analysis allows researchers to undertake familiarization, identify a thematic framework, code, tabulate and interpretate data. In this regard, transcriptions of the data were conducted directly using a laptop computer in each of the four phases of the data collection. In each of the four phases/seasons of data recording similar sets of the enquiry were disclosed to capture new ideas as well as to verify compatibility of the records. Simultaneously, data familiarization, identification of themes and data coding were done to substantiate the classification of themes and patterns of ideas in the process of data interpretation and analysis.</p>
        </sec>
        <sec id="sec11" sec-type="results|discussion">
            <title>Results and discussion</title>
            <p>In the process of weather forecasting, Borana Oromo pastoralists regularly define multidimensional outlooks of the astronomic/celestial objects which are displaying varied indicators/signs within a context of changing spatial and temporal patterns. Particularly, alignment/defect of the alignment, direction, group formation, color/physical features, size, ray, type, and duration of the observation of the stars in the sky are used in weather forecasting. The abstract sequential list of day patterns of the birth of a new moon, (not) ring formation, inclination of each of the new moons and colour patterns of the moons are defined and interpreted in the indigenous weather forecast process. Additionally, ring formation, direction/position, size, partial or full eclipse and color/physical features of the sun are regularly defined to indicate either the fortune/challenges of the forthcoming season (
                <xref ref-type="bibr" rid="ref30">Dinsa AB 
                    <italic toggle="yes">et al</italic>., 2022</xref>). These are consistent with the studies by 
                <xref ref-type="bibr" rid="ref15">Bruchac (2020)</xref> and 
                <xref ref-type="bibr" rid="ref112">Zounon 
                    <italic toggle="yes">et al</italic>. (2020)</xref> which noted that the indigenous community in Zambia and Benin use plant, animal, historical experiences and astronomical elements to forecast weather. As mentioned earlier this study is focused on the weather indicating features of the stars.</p>
            <p>This study discovered that while all members of the community are aware of the types of stars used to forecast weather events and have basic forecasting skills, there are only a few experienced individuals who are qualified to make accurate forecasts. Individuals who are experienced in making accurate forecasts through observing physical and temporal patterns of the stars are locally known as 
                <italic toggle="yes">Heddu</italic> that account for around 1% of the community in the study area (
                <xref ref-type="bibr" rid="ref30">Dinsa AB 
                    <italic toggle="yes">et al</italic>., 2022</xref>). This is consistent with the study (
                <xref ref-type="bibr" rid="ref43">Hamacher, 2014</xref>; 
                <xref ref-type="bibr" rid="ref46">Hamacher 
                    <italic toggle="yes">et al</italic>., 2015</xref>) in Australia which posited that a person&#x2019;s ability to accurately read the various changes in the properties of stars can assist them in predicting weather and seasonal change. It also stated that it has application in navigation, time reckoning, food economics, and predicting animal behavior.</p>
            <p>According to the results obtained from the data collected in this study; three types of stars were used for weather forecasting among Borana Oromo pastoralists in Southern Ethiopia. The local names of these stars were 1) 
                <italic toggle="yes">Bakkalcha dheera</italic> (toll star), 2) 
                <italic toggle="yes">Bakkalcha goofoo</italic> (medium stars/venues) and 12 normal stars which are varied in their quantity or in their group formation from each other. The Borana Oromo communities regularly observe/read weather indicating outlooks of the stars in the sky. This was consistent with the related study by 
                <xref ref-type="bibr" rid="ref33">Explorers club (2010)</xref> on Easter Island&#x2019;s indigenous community that identified 26 different types of stars that are predicting weather phenomena.</p>
            <p>This study discovered that these weather indicating stars were classified into three major distinguishing features. These include 1) temporal patterns of the star-moon alignment/defect of the star moon alignment in the night sky; 2) position/direction of the stars in the sky; and 3) physical/colors of the stars. These indicators that were displayed via the features of the stars could reveal a time lapse that were more than/up to three months lead time ahead of the actual occurrence of the weather and other catastrophic events.</p>
            <p>In 2020 and 2021, the 
                <italic toggle="yes">Lammi</italic> star&#x2019;s alignment with the moon deviated from its predetermined day of November 9
                <sup>th</sup> and aligned on November 10
                <sup>th</sup> (
                <xref ref-type="table" rid="T3">Table 3</xref>). As a result, the local community believed that the severe prolonged devastating drought that occurred in the study area/the Horn of Africa region in 2021/2022 was mainly caused by flaws in the November 2020/2021 star-moon alignments. Indigenous knowledge-based future weather forecasting, specifically future weather indicating features of the stars, is still used on a daily basis in the study area&#x2019;s livelihood decision making. This was consistent with the study by 
                <xref ref-type="bibr" rid="ref32">Elia (2014)</xref> in Tanzania that found the position and number of visible stars were used to foretell phenomena of future seasons. Similarly, Aboriginal Australians carefully observe the properties and positions of stars, including both overt and subtle changes in their brightness, for subsistence and social application (
                <xref ref-type="bibr" rid="ref37">Gantevoort 
                    <italic toggle="yes">et al.</italic>, 2016</xref>). In addition, according to 
                <xref ref-type="bibr" rid="ref37">Gantevoort 
                    <italic toggle="yes">et al.</italic> (2016)</xref> ancient Georgian astronomical heritage identified five types of the weather indicating stars in which 1) Tsultokhebi/five stars rise in summer at midnight, 2) Mravalai follows Tsultokhebi as a cluster, 3) Tsiskari/one star rises in summer before sunrise and sets at dawn, 4) Mejoge/one star/big star rises after midnight 5) Irmebis Nakhtomi a symbol of an ox and a deer competing with each other. It also stated that in spring Tsiskari, Gutneuli, Jaraebi and Tsultokhebi stars follow Mravalai at a definite distance.</p>
        </sec>
        <sec id="sec12">
            <title>Weather indicating temporal patterns of the star-moon alignment</title>
            <p>This study discovered that the Borana Oromo community of Southern Ethiopia has been reading/defining 12 distinct normal stars that are naturally aligned in temporal predetermined patterns with the Moon in the process of forecasting the magnitude of the upcoming 
                <italic toggle="yes">Hagayyaa</italic> rainfall (September to October) and 
                <italic toggle="yes">Ganna</italic> rainfall season (March to May) since time immemorial (March to May). These stars are locally called 
                <italic toggle="yes">Lammii, Busaan, Sorsa, Algajim, Arba Gaddu, Walla, Lammii Basaa, Torbaan, Wajjinoo, Angofii, Mataan Gohii</italic> and 
                <italic toggle="yes">Korma Maddo.</italic> The local community revealed that the names of these stars were derived/given in respect to the size/numbers and group formation patterns of the stars. These stars were categorized into 
                <italic toggle="yes">Ganna</italic> (March to May rainfall season) and 
                <italic toggle="yes">Hagayya</italic> (September to November) rainfall indicating stars.</p>
            <p>
                <bold>
                    <italic toggle="yes">Ganna</italic> rainfall indicating temporal patterns of the star-Moon alignment:</bold> 
                <italic toggle="yes">Lammi, Busaan, Sorsa, Algajim, Arba Gaddu, Walla</italic> and 
                <italic toggle="yes">Lammii Basaa</italic>
                <xref ref-type="fn" rid="fn4">
                    <sup>4</sup>
                </xref> stars were used for forecasting of the magnitude of the 
                <italic toggle="yes">Hagaya</italic> dry season (December to February) and the condition of the upcoming 
                <italic toggle="yes">Ganna</italic> rainfall season (March to May). In this regard, for forecasting of the magnitude of the 
                <italic toggle="yes">Ganna</italic> rainfall season (March to May); star-moon alignment was started in the month of November and ended in the month of March. As shown in 
                <xref ref-type="table" rid="T3">Table 3</xref>, when the nature based driven star-moon alignments were defected from their predetermined date it will result in severe prolonged drought of 
                <italic toggle="yes">Hagaya</italic> dry period (December to February) and the occurrence of the rainfall anomalies of the upcoming 
                <italic toggle="yes">Ganna</italic> rainfall season (March to May).</p>
            <p>
                <xref ref-type="table" rid="T1">Table 1</xref> presents lists of the days of the moon/months which are the benchmark/point of reference for the description of 
                <xref ref-type="table" rid="T3">Table 3</xref>, which displays the date of the star-moon alignment/defects of the star-moon alignments in the process of weather forecasting in the study area. Even though it is not the primary focus of this study, Borana Oromo abstractly created a sequential list of 27 traditional day patterns of the moon that are reconfigured in chronological order within each of the 12 months of the year are also used for weather forecasting (
                <xref ref-type="table" rid="T1">Table 1</xref>). 
                <xref ref-type="table" rid="T1">Tables 1</xref> and 
                <xref ref-type="table" rid="T2">2</xref> clarify the 
                <xref ref-type="table" rid="T3">Table 3</xref>; which presented naturally driven temporal patterns of star-moon alignment which has a great impact on the rainfall phenomena of the Ganna season (March to May) in the study area (
                <xref ref-type="bibr" rid="ref30">Dinsa AB 
                    <italic toggle="yes">et al</italic>., 2022</xref>).</p>
            <table-wrap id="T1" orientation="portrait" position="float">
                <label>Table 1. </label>
                <caption>
                    <title>Twenty - seven 
                        <italic toggle="yes">Ayyaana</italic>/day/of the moon of the year.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">SN</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Name of the 27 
                                <italic toggle="yes">ayyaana</italic>/date of the moon on which each moon of the month is born</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Name of the moon which is emerge on each month of the year</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Gardaduma</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="2" valign="top">September (
                                <italic toggle="yes">Birraa</italic>)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Sonsa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Ruruma</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="2" valign="top">October (
                                <italic toggle="yes">Ciqawaa</italic>)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Lumasa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Gidada</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="2" valign="top">November (
                                <italic toggle="yes">Sadaasa</italic>)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Ruda</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Areeri duraa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="2" valign="top">December (
                                <italic toggle="yes">Arfaasa</italic>)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Areeri bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Adula duraa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="2" valign="top">January (
                                <italic toggle="yes">Amaajji</italic>)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Adula bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">11</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Garba duraa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="3" valign="top">February (
                                <italic toggle="yes">Guraandhala</italic>)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">12</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Garba bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">13</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Garba dullacha</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">14</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita duraa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="2" valign="top">March (
                                <italic toggle="yes">Bitotessa</italic>)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">15</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">16</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Sorsa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="2" valign="top">April (
                                <italic toggle="yes">Caamsaa</italic>)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">17</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Algajim</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">18</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Arba</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="2" valign="top">May (
                                <italic toggle="yes">Buufaa</italic>)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">19</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Walla</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">20</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Basa dura</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="2" valign="top">June (
                                <italic toggle="yes">Wacabaji</italic>)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">21</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Basa bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">22</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Maganata duraa (Carraa)</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="3" valign="top">July (
                                <italic toggle="yes">Obora Guddaa</italic>)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">23</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Maganata jarraa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">24</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Maganata biritii</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">25</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Salban duraa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="3" valign="top">August (
                                <italic toggle="yes">Obora xiqqaa</italic>)</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">26</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Salbaan bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">27</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Salbaan dullacha</italic>
                            </td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>Source: FGDs, 2021.</p>
                </table-wrap-foot>
            </table-wrap>
            <table-wrap id="T2" orientation="portrait" position="float">
                <label>Table 2. </label>
                <caption>
                    <title>Weather indicating temporal patterns of the November moon.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">SN</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Days of the November moon/emerging phase</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Lunar cycles</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">SN</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Abstract cycles/hidden phase</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Gidada</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="15" valign="top">Light month of the moon</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">28</td>
                            <td align="left" colspan="1" rowspan="3" valign="top">Full dark night</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Ruda</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">29</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Areeri duraa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">30</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Areeri bal&#x2019;aa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="27" valign="top"/>
                            <td align="left" colspan="1" rowspan="27" valign="top"/>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Adula duraa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Adula bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Garba duraa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Garba bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Garba dullacha</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita qaraa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">11</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">12</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Sorsa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">13</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Algajim</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">14</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Arba</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">15</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Walla</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">16</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Basa dura</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="12" valign="top">Dark month of the moon</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">17</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Basa bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">18</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Maganata duraa ( Carraa)</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">19</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Maganata Jarraa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">20</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Maganata biritii</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">21</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Salban duraa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">22</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Salbaan bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">23</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Salbaan dullacha</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">24</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Gardaduma</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">25</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Sonsa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">26</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Ruruma</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">27</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Lumasa</italic>
                            </td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>Source: FGDs, 2021.</p>
                </table-wrap-foot>
            </table-wrap>
            <table-wrap id="T3" orientation="portrait" position="float">
                <label>Table 3. </label>
                <caption>
                    <title>Temporal patterns of the star-moon alignment.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Name of the late probable day on which the new Moon is emerging</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Name of the Moon/month</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Name of the stars</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Date of the alignment of the stars and Moon which was counted from the first probable day of the emerging of the new Moon</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Days of the Moon on which alignment would be undertaken</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="8" valign="top">
                                <italic toggle="yes">Ruuda</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="8" valign="top">November</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Lammii</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita qara</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Busaan</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Sorsa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">11</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Sorsa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Algajim</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">12</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Algajim</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Walla</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">13</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">walla</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Arba</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">14</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Arba</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Basaa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">15</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Basaa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Carraa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">16</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Carraa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="8" valign="top">
                                <italic toggle="yes">Areerri Bal&#x2019;oo</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="8" valign="top">December</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Lammii</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita qara</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Busaan</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Sorsa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Sorsa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Algajim</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Algajim</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Walla</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">11</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Walla</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Arba</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">12</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Arba</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Basaa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">13</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Basaa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Carraa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">14</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Carraa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="8" valign="top">
                                <italic toggle="yes">Adula bal&#x2019;aa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="8" valign="top">January</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Lammii</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita qara</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Busaan</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">sorsa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">sorsa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">algajim</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">algajim</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">walla</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">walla</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">arba</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">arba</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">basaa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">11</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">basaa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">carraa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">12</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">carraa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="8" valign="top">
                                <italic toggle="yes">Garba bal&#x2019;oo</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="8" valign="top">February</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Lammii</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita qara</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Busaan</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Sorsa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Sorsa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Algajim</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Algajim</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Walla</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Walla</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Arba</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Arba</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">basaa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">9</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Basaa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Carraa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Carraa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="8" valign="top">
                                <italic toggle="yes">Bita Bal&#x201f;aa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="8" valign="top">March</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Lammii</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita qara</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Busaan</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Bita bal&#x2019;aa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Sorsa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Sorsa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Algajim</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">4</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Algajim</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Walla</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">5</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Walla</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Arba</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Arba</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Basaa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Basaa</italic>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Carraa</italic>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Carraa</italic>
                            </td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>Source: FGDs, 2021.</p>
                </table-wrap-foot>
            </table-wrap>
            <sec id="sec13">
                <title>Counting of the first date of the moon/month</title>
                <p>As depicted in 
                    <xref ref-type="table" rid="T1">Table 1</xref>; the counting of the first day for each month/moon in column 3 begins from the first probable day on which each particular moon of that particular month is expected to emerge. Out of 12 moons of the month (
                    <xref ref-type="table" rid="T1">Table 1</xref> column 3) nine of them have two probable emerging days which makes them 30 days per month and three of them have three probable bearing days which makes them 31 days per month. In this regard, as depicted in 
                    <xref ref-type="table" rid="T2">Table 2</xref>; for all moons, counting begins from the first probable of their emerging day (
                    <xref ref-type="bibr" rid="ref30">Dinsa AB 
                        <italic toggle="yes">et al</italic>., 2022</xref>). In this regard, see as an example 
                    <xref ref-type="table" rid="T2">Table 2</xref> that was derived from 
                    <xref ref-type="table" rid="T1">Table 1</xref>.</p>
            </sec>
            <sec id="sec14">
                <title>Counting of the end day of the moon/month</title>
                <p>Counting of the days of each particular new moon of the month ends on the second probable emerging/born day of the moon for those of the moon having two probable days to born/to emerge; and end on the third probable days for those of the moon having three probable day to emerge (
                    <xref ref-type="bibr" rid="ref30">Dinsa AB 
                        <italic toggle="yes">et al</italic>., 2022</xref>). In this regard, for example November moon/month which was derived from the referee 
                    <xref ref-type="table" rid="T1">Table 1</xref> is depicted in 
                    <xref ref-type="table" rid="T2">Table 2</xref>.</p>
                <p>It can be seen from 
                    <xref ref-type="table" rid="T2">Table 2</xref> that the November moon emerged on the day 
                    <italic toggle="yes">of the Gidada.</italic> The lunar cycle of 1
                    <sup>st</sup> up to 15
                    <sup>th</sup> dates of the November moon (
                    <italic toggle="yes">Gidada up to Walla)</italic> are locally called the light/bright moon nights of the November month
                    <xref ref-type="fn" rid="fn5">
                        <sup>5</sup>
                    </xref>. The lunar cycle of the 16
                    <sup>th</sup> up to 30
                    <sup>th</sup> dates of the November moon (
                    <italic toggle="yes">Basa dura</italic> up to 
                    <italic toggle="yes">Ruda</italic>) are locally called the dark moon nights of the November month. When it is seen, the November moon has only 29 days. However, it has 30 days. In this case, next to the day of 
                    <italic toggle="yes">Ruda, next to serial number 29</italic> in the hidden phase of the double counting there was one full dark night without the Moon visible in the night sky which is locally called 
                    <italic toggle="yes">Luwoo</italic>
                    <xref ref-type="fn" rid="fn6">
                        <sup>6</sup>
                    </xref> of November moon/30
                    <sup>th</sup> date of November. In line with this, because the November moon has two probable emerging days which consist of 
                    <italic toggle="yes">Gidada</italic> and 
                    <italic toggle="yes">Ruda,</italic> serial number 1 to 2 in the emerging phase of the moon/the total days of the November moon are 30. The 
                    <italic toggle="yes">Diba</italic>
                    <xref ref-type="fn" rid="fn7">
                        <sup>7</sup>
                    </xref> (final hardly observable decreased margin in the hidden phase of the moon) of the November moon was observed on the day of the 
                    <italic toggle="yes">Ruda</italic> which was represented by the serial number 29 of the column 4 in the 
                    <xref ref-type="table" rid="T2">Table 2</xref>. The probability of the emergence of the October moon is on the day of 
                    <italic toggle="yes">Gidada</italic> (serial number 1) or 
                    <italic toggle="yes">Ruda</italic> (serial number 2). In this case, there is a common belief that when the November moon has emerged on the day of 
                    <italic toggle="yes">Gidada</italic> the probability of severe drought in the 
                    <italic toggle="yes">Bona Hagayyaa</italic> (December to February) and the scarcity of rainfall in the upcoming Ganna season (March to May) would be very high in the study area. Hence, the study community believed that the devastating drought of 2021/2022 was caused by the anomalous emergence of the November moon on the day of 
                    <italic toggle="yes">Gidada.</italic> Similarly (
                    <xref ref-type="bibr" rid="ref57">Lehoux, 2021</xref>) found that in ancient Greek new and full moons were used to determine general weather conditions. Mcmillan quoted in (
                    <xref ref-type="bibr" rid="ref61">Loretta, 2014</xref>) revealed that Botswana communities have prominent phonological markers of cultural astronomy that signal the change of the seasons; predict droughts as well as weather related diseases by watching the movements of celestial bodies (
                    <xref ref-type="bibr" rid="ref30">Dinsa AB 
                        <italic toggle="yes">et al</italic>., 2022</xref>).</p>
                <p>There is a sequential alignment between the Moon and stars on a predetermined date which was counted from the re-observation of the very beginning of the first day of that particular moon in the sky (see 
                    <xref ref-type="table" rid="T3">Table 3</xref>). Each moon of the year has its own predetermined date on which it has to align directly with the stars. In this regard, when the alignment of the Moon and the stars are defected from its naturally predetermined date; there will be high probability of the occurrence of the severe drought in the upcoming season. Similarly, in a Kamaroja/Uganda study of Mulegna cited in (
                    <xref ref-type="bibr" rid="ref50">Ibrahimm, 2020</xref>) argued that the occurrence of clusters of the stars&#x2019; relationship with the moon indicate the challenges in the coming season; however, it was not identified the type of stars in relation with the temporal patterns of the Moon.</p>
                <p>As shown in 
                    <xref ref-type="table" rid="T3">Table 3</xref>, the nature driven predetermined day on which the Moon was aligned sequentially with the star which was locally called 
                    <italic toggle="yes">Lammi was</italic> on 15
                    <sup>th</sup> September (
                    <italic toggle="yes">Bira</italic>), 12
                    <sup>th</sup> October (
                    <italic toggle="yes">Ciqawaa</italic>), 9
                    <sup>th</sup> November (
                    <italic toggle="yes">Sadaasa</italic>), 7
                    <sup>th</sup> December (
                    <italic toggle="yes">Arfasa</italic>), 5
                    <sup>th</sup> January (
                    <italic toggle="yes">Amaji</italic>), 3
                    <sup>rd</sup> February (
                    <italic toggle="yes">Guraandhala</italic>) and 1
                    <sup>st</sup> March (
                    <italic toggle="yes">Bitotesa</italic>) for indicating the normal occurrence of upcoming 
                    <italic toggle="yes">Ganna</italic> rainfall season (March up to May). The others stars which were locally called 
                    <italic toggle="yes">Busan, Sorsa, Algajim, Arba, Walla,</italic> and 
                    <italic toggle="yes">Basaa</italic> were aligned on their own predetermined days sequentially with the Moon as depicted in 
                    <xref ref-type="table" rid="T3">Table 3</xref>. In this regard, if the alignment of the Moon and 
                    <italic toggle="yes">Lammii</italic> star; and other stars following 
                    <italic toggle="yes">Lammii</italic> on their own day deviated from this nature-driven predetermined date that was counted from the very beginning of the first day of the new Moon, it would result in a postponement of the start of the 
                    <italic toggle="yes">Ganna</italic> rainfall (March to May) season, i.e. there would be severe drought in the 
                    <italic toggle="yes">Bona Hagaya</italic> (December to February). In this case, from all the stars the one which was making first alignment with the Moon was 
                    <italic toggle="yes">Lammii</italic> and the other stars were sequentially aligned turn by turn in their nature based pre-determined temporal patterns as displayed (
                    <xref ref-type="table" rid="T3">Table 3</xref>).</p>
                <p>If the November moon was aligned with the 
                    <italic toggle="yes">Lammii</italic> stars on the 10
                    <sup>th</sup> November instead of the 9
                    <sup>th</sup> November; it would result in delay of 
                    <italic toggle="yes">Ganna</italic> rainfall by one month. In order to get 
                    <italic toggle="yes">Ganna</italic> rain, lately by one month, the Moon of November has to be aligned with 
                    <italic toggle="yes">Lammii</italic> stars in the next Moon of literally December 9
                    <sup>th</sup>; but on a nature dependent normal moon counting basis it was on the Moon/month of 9
                    <sup>th</sup> November (which means a delay of one month). In this regard, when such defects/events of the star-moon alignment was happening; in the normal Moon counting basis both November and December Moons become only one month; the previous November Moon defect was adjusted or aligned on the next December Moon/month. This is due to the fact that the November Moon was not aligned with the 
                    <italic toggle="yes">Lammii</italic> star on its previous predetermined day. Hence, it will have to adjust or will align on the December month; however, in vis-&#x00e0;-vis star-moon alignment and on the sequence of moon counting basis it was November Moon. Star-moon alignment of November was waiting for the re-adjustment of the November Moon alignment with the 
                    <italic toggle="yes">Lammii</italic> star in the next coming December Moon; this situation resulted in little/total failure of 2021
                    <italic toggle="yes">Ganna</italic> rainfall in the study area.</p>
                <p>Even if it was known that in normal counting cycle a year has only 12 months, nature-based adjustments of the defects of the star-moon alignment could make months of a year 13 or more months. Hence, in order to get rain it is mandatory to wait for the nature based re-adjustments of the star-moon alignments. This causes lack of rain in both 
                    <italic toggle="yes">Ganna</italic> (March to May) and 
                    <italic toggle="yes">Hagayya</italic> (September to October) rainfall seasons of 2020 and 2021 in the study area. Despite the fact that the concern of the star moon alignment was not raised, similar studies conducted in Australia (
                    <xref ref-type="bibr" rid="ref36">Gantevoort and Hamacher, 2015</xref>; 
                    <xref ref-type="bibr" rid="ref46">Hamacher 
                        <italic toggle="yes">et al</italic>., 2015</xref>) posited that indigenous peoples observe the motions and positions of stars to develop seasonal calendars; it also stated that changing properties of stars, such as their brightness and color, were also used for weather prediction.</p>
            </sec>
            <sec id="sec15">
                <title>Hagaya rainfall indicating temporal patterns of the stars</title>
                <p>
                    <italic toggle="yes">Torban, Korma Maddo and Wajjinoo stars: These</italic> stars are used for the forecasting of the 
                    <italic toggle="yes">Hagaya</italic> rainfall season (September to October). However, these stars did not align with the Moon like the above stars used for the forecasting of the 
                    <italic toggle="yes">Ganna</italic> rainfall season (March to May). In indicating the close of the 
                    <italic toggle="yes">Hagaya</italic> rainfall season 
                    <italic toggle="yes">Torbaa</italic> star was hidden in the moon of July (
                    <italic toggle="yes">Obbora Guddaa</italic>). In contrast, when this star was not yet hidden in the moon of July; the upcoming 
                    <italic toggle="yes">Hagaya</italic> rainfall (September to October) would not occur in its normal time or delayed from its usual time. The 
                    <italic toggle="yes">Torbii</italic> star was observable in the night sky through the Southeastern direction of Borana; it emerged in the southeast, traveled some distance towards the middle of the sky and set through the north eastern direction of Borana areas. The 
                    <italic toggle="yes">Torbi</italic> star was also used for the forecasting of the closing of 
                    <italic toggle="yes">Hagaya</italic> and Ganna rainfall season. It was identified through this study that during dusk at 8 &#x2013; 9:00 PM (in the month of July and August) the 
                    <italic toggle="yes">Torbi</italic> star was used/observed for the forecasting of the 
                    <italic toggle="yes">Hagaya</italic> rainfall season. Similar studies (
                    <xref ref-type="bibr" rid="ref21">Clarke, 2009</xref>; 
                    <xref ref-type="bibr" rid="ref11">Beardmore, 2013</xref>; 
                    <xref ref-type="bibr" rid="ref46">Hamacher 
                        <italic toggle="yes">et al</italic>., 2015</xref>) with ethnographic fieldwork in Australias Indigenous peoples; explored the various ways that they utilize stellar scintillation (twinkling) as an indicator for predicting weather and seasonal change.</p>
                <p>
                    <italic toggle="yes">Wajino</italic> and 
                    <italic toggle="yes">Korma Maddo</italic> stars were observed in the sky through the western direction; and were used for the forecasting of the 
                    <italic toggle="yes">Hagayya</italic> rainfall seasons (September to October). It is common that the 
                    <italic toggle="yes">Korma Maddoo</italic> star was slightly covered by cloud in the 
                    <italic toggle="yes">Adolessa</italic> dry season (July to August) between 8-9:00 PM. 
                    <italic toggle="yes">Furmata</italic> light shower of rainfall (before 
                    <italic toggle="yes">Hagayya</italic> rain) would be expected in the 
                    <italic toggle="yes">Adolessa</italic> dry season (in July and August) only when this cloud is covering the 
                    <italic toggle="yes">Korma Maddo</italic> star from 11: 00 up to 12:00 PM. In this case, it was believed that when the cloud stayed in the full night by covering the 
                    <italic toggle="yes">Korma Maddo</italic> star there would be high rainfall in the upcoming 
                    <italic toggle="yes">Hagaya</italic> rainfall season (September and October).</p>
                <p>In addition, when cloud was covering the 
                    <italic toggle="yes">Korma Maddo</italic> star in the month/Moon of June (
                    <italic toggle="yes">wacabaji</italic>) and July (
                    <italic toggle="yes">Obora guddaa</italic>) there would be promising rainfall in the upcoming 
                    <italic toggle="yes">Hagaya</italic> rainfall season (September to October). Contrary to this, when the cloud was not covering the 
                    <italic toggle="yes">Korma Mado</italic> star in the month/Moon of June and July there will be little rainfall/severe drought in the upcoming 
                    <italic toggle="yes">Hagaya</italic> rainfall season (September to October). FGD participants stated that there was no cloud in this mentioned season on the 
                    <italic toggle="yes">Korma Maddo</italic> star in 2021 and this resulted in severe prolonged drought/failure of 
                    <italic toggle="yes">Hagayyaa</italic> rainfall season (September to October). Directionally, the 
                    <italic toggle="yes">Wajinoo</italic> star was located behind the 
                    <italic toggle="yes">Korma Maddo</italic> star. In this regard, when more cloud was densely covering the 
                    <italic toggle="yes">Wajjino</italic> star than the 
                    <italic toggle="yes">Korma Maddo</italic> star; more rainfall will be expected on the direction of the 
                    <italic toggle="yes">Wajjino</italic> star than on the 
                    <italic toggle="yes">Korma Maddo</italic> star. This was consistent with the studies which argued that the Australians observe the stars to determine the changing of seasons and plan when to fish, plant and harvest accordingly (
                    <xref ref-type="bibr" rid="ref21">Clarke, 2009</xref>; 
                    <xref ref-type="bibr" rid="ref46">Hamacher 
                        <italic toggle="yes">et al</italic>., 2015</xref>).</p>
            </sec>
            <sec id="sec16">
                <title>Weather indicating positional/directional patterns of the stars</title>
                <p>According to the findings of this study, directional/positional patterns of the stars that vary in location on a regular basis were commonly used in the process of predicting future weather phenomena. These stars are locally called 1) 
                    <italic toggle="yes">Bakkalcha Gofoo</italic>, and 2) 
                    <italic toggle="yes">Bakkalcha Dheeraa.</italic>
                </p>
                <p>Bakkalcha Gofoo (toll stars): Despite the fact that the study area communities were unaware of it, every aspect of this Gofo star defined by the community shares characteristics with Venus. 
                    <italic toggle="yes">Gofo</italic> star was observed in the night sky in the western direction during the 
                    <italic toggle="yes">Hagaya</italic> rainfall season (September up to October), set directly through the western and hidden from observation for seven days and rose in the east at the eve of the next Ganna rainfall season (March to May). This implies that during such an occasion, the upcoming 
                    <italic toggle="yes">Ganna</italic> rainfall season (March to May) was very sufficient. However, when it was hidden for more than seven days without rising in the east, after setting/being hidden through the west direction; it implies that the upcoming 
                    <italic toggle="yes">Ganna</italic> rainfall (March to April) will be very little/may not occur at all.</p>
                <p>Similarly, when the 
                    <italic toggle="yes">Gofo</italic> star (Venus) was visible in the east sky throughout the 
                    <italic toggle="yes">Ganna</italic> rainfall season (March to May), it set directly through the east and was hidden from the observable sphere of the night sky in the study area for 30/60/100 days
                    <xref ref-type="fn" rid="fn8">
                        <sup>8</sup>
                    </xref> before emerging/rising in the west on the eve of the next 
                    <italic toggle="yes">Hagayya</italic> rainfall season (September to October). In this regard, when the 
                    <italic toggle="yes">Gofo</italic> star is not emerging/observed in the night sky of the western direction for 100 successive days after setting through the east this implies that the upcoming 
                    <italic toggle="yes">Hagayya</italic> rainfall season (September to October) will be poor/the probability of the occurrence of severe drought is very high. In connection with this, when such events are occurring (when the stars are not observed for 100 successive days in the sky without rising) rain may not sag completely during the forthcoming 
                    <italic toggle="yes">Hagayya</italic> rainfall season (September to October). This phenomenon actually happened in the Hagayya rainfall season (September to October) of 2021 which resulted in the devastating Horn of Africa drought of 2021/2022. In contrast to this, when the star is risen in the 60 and 30 days after it was hidden from the observation; this implies that the coming 
                    <italic toggle="yes">Hagaya</italic> rainfall season (September to October) will be very promising.</p>
                <p>This was consistent with the 
                    <xref ref-type="bibr" rid="ref86">Ryan (2013)</xref> and 
                    <xref ref-type="bibr" rid="ref46">Hamacher 
                        <italic toggle="yes">et al</italic>.&#x2019;s (2015)</xref> studies that pointed out, observational and positional astronomy were an important and integral component of many indigenous knowledge systems in Australia. Other Similar studies undertaken by Teichelmann and Sch&#x00fc;rmann (1840) cited in 
                    <xref ref-type="bibr" rid="ref46">Hamacher (2015)</xref> supported this current study which revealed that, periodic appearance of particular stars in the night sky was governing seasons in Kaurna traditions. For example, autumn was signaled by the morning appearance of the star 
                    <italic toggle="yes">Parna.</italic> The hot season was governed by the Wolta wild turkey constellation and Spring was under the influence of Wilto eagle star. Winter rainy season was not associated with any particular star in the record. This study was also consistent with 
                    <xref ref-type="bibr" rid="ref89">Scofield (2010)</xref> and 
                    <xref ref-type="bibr" rid="ref35">Fuller (2020)</xref> which stated that the full synodic cycle of Venus, the cycle of the relationship between Venus and the Sun consists of two primary phases that we know as the morning and evening star. This current study is also supported by the studies of 
                    <xref ref-type="bibr" rid="ref93">Simonia 
                        <italic toggle="yes">et al</italic>. (2008)</xref>, 
                    <xref ref-type="bibr" rid="ref89">Scofield (2010)</xref> and 
                    <xref ref-type="bibr" rid="ref45">Hamacher (2019)</xref> on Gregorian Mesopotamian and the Mayan astrologers which confirmed that these Celestial phases have influences on terrestrial phenomena such as rainfall, food supply, outcome of wars, and on all human affairs.</p>
                <p>The Borana Oromo community has a belief that all aspects of the favorable conditions locally called 
                    <italic toggle="yes">Finnaa</italic> which include success of fertility, timely occurrence of rainfall, and availability of pasture, etc. were promising when the 
                    <italic toggle="yes">Gofo</italic> star was observable in the night sky than compared to when it was hidden. This was consistent with the study of 
                    <xref ref-type="bibr" rid="ref70">Norton-Smith and Star (2013)</xref> undertaken on Minnesota American red Indian indigenous communities which pointed out the cyclical positional patterns of the Venus star that reside in the east at sunrise for nine months and then in the west at sunset for the following nine months. It also stated that Venus was associated with abundance, fertility, growth, death and rebirth. The pattern repeats in a nine-month cycle. In addition 
                    <xref ref-type="bibr" rid="ref74">Norton-smith 
                        <italic toggle="yes">et al</italic>. (2016)</xref> found that Mayan and American indigenous communities associated Venus with abundance, fertility, growth, death and rebirth.</p>
                <p>In contrast to this, when the 
                    <italic toggle="yes">Gofo</italic> star set and rose in the west/east in the epoch of the rainfall that particular rainfall season was believed to be very promising in all dimensions. While when the Gofo star was set and rose in west/east during the dry period; there would be an occurrence of severe drought in that particular dry season. When the 
                    <italic toggle="yes">Gofoo</italic> star sets through the eastern sky in the months of January, February and April there will be occurrence of drought in the 
                    <italic toggle="yes">Ganna</italic> rainfall season (March to May). When the 
                    <italic toggle="yes">Gofoo</italic> star was risen in the brown cloud through both directions there will be an occurrence of drought which will result in mass death of livestock. This was consistent with 
                    <xref ref-type="bibr" rid="ref46">Hamacher 
                        <italic toggle="yes">et al</italic>. (2015)</xref> who state that particular asterisms or bright stars that rise or set at dusk or dawn foretell changing seasons and are often portrayed as important ancestral figures in indigenous creation stories.</p>
                <p>The length of the normal July dry season (June up to August/September) which was locally known as 
                    <italic toggle="yes">Bona Adolessa</italic> was three months and the length of the winter dry season (end of November up to early February) which was locally known as 
                    <italic toggle="yes">Bona Hagaya</italic> was three month. 
                    <italic toggle="yes">Hagaya</italic> rainfall started to sag after the emergence of the Moon of the 
                    <italic toggle="yes">Obora Xiqqaa.</italic> When the 
                    <italic toggle="yes">Gofo</italic> star had emerged and disappeared from observation in the month of 
                    <italic toggle="yes">Obora xiqqaa</italic> (August), 
                    <italic toggle="yes">Hagaya</italic> rainfall was not sufficient and resulted in shortage of the water and pasture. When the 
                    <italic toggle="yes">Gofo</italic> star emerged in the month of the 
                    <italic toggle="yes">Birra</italic> (September) and disappeared from observation in the month of the 
                    <italic toggle="yes">Onkololessa</italic> (October) or in the month of 
                    <italic toggle="yes">Sadaasa</italic> (November); it was indicated that the 
                    <italic toggle="yes">Hagaya</italic> rainfall (March to October) would be good; and no drought problem.</p>
            </sec>
            <sec id="sec55">
                <title>Weather indicating physical/colour patterns of the star</title>
                <p>Bakkalcha Dheeraa: It provides very little indication about weather forecasting. It rises and also sets through the western direction. Prior to a week or before two weeks of rainfall; the physical colour of this star is shining and bulged, however, when rainfall is not close to occur it appeared to be shrinking, full of dust/not shining. This is consistent with the studies of 
                    <xref ref-type="bibr" rid="ref21">Clarke (2009)</xref> and 
                    <xref ref-type="bibr" rid="ref46">Hamacher 
                        <italic toggle="yes">et al</italic>. (2015)</xref> who found that the visible properties of stars, such as their color, brightness, changes in brightness, and relative positions with respect to the horizon all have special significance and applications to seasonal and traditional law and social structure.</p>
            </sec>
            <sec id="sec17">
                <title>Seasonal weather indicating features and its implications on livelihood decision making</title>
                <p>In this study, it was discovered that the local community in the study area has long trusted indigenous weather forecasting practices, particularly in the role of seasonal weather indicating features of the stars in drought resilience. The study discovered that in the ordinary pastoral mode of life, daily livelihood activities such as water and pasture land management, mobility, herd splitting, herd diversification, social support, livestock selling, and opportunistic crop farming are carried out based on indigenous weather/drought forecasting information, which is found particularly through the definition of weather indicating features of the stars. Furthermore, they frequently use and believe in its role in disaster risk reduction, such as drought, flood, disease/pest outbreak, and local conflict. In this regard, forecasting based on weather indicating features of the stars is accurate and trusted in the study area&#x2019;s livelihood decision making process (
                    <xref ref-type="bibr" rid="ref30">Dinsa AB 
                        <italic toggle="yes">et al</italic>., 2022</xref>).</p>
                <p>Similarly, studies in Zimbabwe (
                    <xref ref-type="bibr" rid="ref91">Shoko and Shoko, 2017</xref>) revealed that livestock numbers, water resources and pasture management all depend on indigenous weather forecasts and in particular, rainfall forecasts. A study in Benin (
                    <xref ref-type="bibr" rid="ref112">Zounon 
                        <italic toggle="yes">et al</italic>., 2020</xref>) pointed out that, populations in the arid region have adapted to extreme climatic events, especially severe drought through their indigenous knowledge systems. In addition, this is consistent with the study in Canada which revealed that indigenous people use the sensitivity of celestial change to read critical signs from the environment that something unusual was happening. It also stated that indigenous knowledge includes processes that allow knowledge holders to adjust and modify their actions in response to environmental change (
                    <xref ref-type="bibr" rid="ref103">UNESCO, 2009</xref>).</p>
                <p>This study also identified/confirmed that when a given Borana household/community lacks/fails to use indigenous drought information, they may fail to implement appropriate drought risk reduction measures such as feed, food, and water preparation for a severe prolonged drought period. Furthermore, if a particular household does not mobile to safe area and/or sell their livestock prior to the occurrence of severe drought by using IK drought forecast information (due to a failure to use IK weather information), they will lose all or some of their livestock (
                    <xref ref-type="bibr" rid="ref30">Dinsa AB 
                        <italic toggle="yes">et al</italic>., 2022</xref>).</p>
                <p>Although all members of the community (including children and women) may have basic forecasting skills, they do not have equal capacity, i.e. there are differences in forecasting accuracy among individuals. Individuals who have mastered defining physical and temporal patterns of the stars in the process of forecasting future events such as weathers are locally known as &#x201c;Heddu.&#x201d; Currently, mobility, restrictions, severity of the drought, weakening of traditional institutions, abandonment of traditional lifestyles, and the death of knowledgeable elders have put into question the potential effects of indigenous weather forecasting indicators of the stars among Borana pastoralists (
                    <xref ref-type="bibr" rid="ref30">Dinsa AB 
                        <italic toggle="yes">et al</italic>., 2022</xref>).</p>
                <p>Studies of ancient Greek weather signs (
                    <xref ref-type="bibr" rid="ref11">Beardmore, 2013</xref>) disclose that popular-practical astronomy originates before the beginnings of writing, and gained particular traction in Babylonia, where it is known to have taken place in systematic observations of celestial and meteorological phenomena. It further stated that astro-meteorology as connected to the weather, began life bound up with time-reckoning and specific activities. In this regard 
                    <xref ref-type="bibr" rid="ref21">Clarke (2009)</xref> and 
                    <xref ref-type="bibr" rid="ref11">Beardmore (2013)</xref> posited that regularities formed by the motions of celestial objects provided the necessary context upon which many structural symbolic patterns were built to regulate human activities on the earth.</p>
            </sec>
        </sec>
        <sec id="sec18" sec-type="conclusion">
            <title>Conclusion</title>
            <p>It is identified through this study that since time immemorial indigenous astronomic-based weather forecasting knowledge is the driver of livelihood decision making among Borana Oromo Pastoralists of Southern Ethiopia. There are types of stars which are used for weather forecasting among Borana Oromo pastoralists of Southern Ethiopia. The local names of these stars are 1) Bakkalcha dheera (toll star) 2) Bakkalcha goofoo (Medium stars/venues) and 12 normal stars which are varied in direction, temporal patterns, quantity or in their group formation from each other&#x2019;s within a continuum of environmental contexts. These future weather indicating outlooks of the stars are categorized into three major distinctive features/dimensions. These include 1) temporal patterns of the star-moon alignment/defect of the star moon alignment in the sky; 2) position/direction of the stars in the sky; and 3) physical/colors of the stars. The indicators that are displayed via the features of the stars could reveal time lapses that are more than/up to three months lead time ahead of the actual occurrence of the weather and other catastrophic events. Indigenous knowledge based future weather indicating features of the stars are still regularly used in everyday livelihood decision making in the study area. The study showed that both temporal and spatial dimensions of the forecasting actually happened in Ganna (March to May rainfall), Adolessa dry season (June to September) and Hgayya rainfall (October to November) seasons of 2021 which caused the devastating eastern African drought of 2021/2022.</p>
            <p>This study identified that all members of the community could know the type of stars that are used to forecast weather events and have basic skills of forecasting, however, there are few experienced individuals who are qualified in making accurate forecasting. In this case, individuals who are experienced in making accurate forecast through observing physical and temporal patterns of the stars are locally known as &#x2018;Heddu&#x2019;. Currently, curtailments of mobility, severity of drought, weakening of traditional institution, leaving traditional life style and death of knowledgeable elders have challenged the potential effects of the indigenous weather forecasting indicators of the features of stars among Borana pastoralists.</p>
        </sec>
        <sec id="sec19">
            <title>Recommendations</title>
            <p>The following recommendations are drawn from the study for future improvement of IK management related to seasonal weather forecasting in Borana and beyond: strengthening traditional institutions in order to regain and rehabilitate the full functional capacity of the indigenous weather forecasting knowledge. Acknowledging and mainstreaming the indigenous weather knowledge into formal institutional structures and integrating with science to improve its applicability and role in drought resilience. Undertaking detailed in-depth studies, and documenting the findings of each object&#x2019;s in order to preserve and use this body of knowledge in a sustainable manner.</p>
        </sec>
    </body>
    <back>
        <sec id="sec22" sec-type="data-availability">
            <title>Data availability</title>
            <sec id="sec23">
                <title>Underlying data</title>
                <p>OSF: Underlying data for &#x201c;Indigenous Astronomical Knowledge based Seasonal Weather Forecast: Evidence from Borana Oromo Pastoralists of Southern Ethiopia&#x201d; 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.17605/OSF.IO/4">https://doi.org/10.17605/OSF.IO/4</ext-link> K2QM; archived at 
                    <ext-link ext-link-type="uri" xlink:href="https://archive.org/details/osf-registrations-4k2qm-v1">https://archive.org/details/osf-registrations-4k2qm-v1</ext-link> and Registration DOI of the project is 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.17605/OSF.IO/4K2QM">10.17605/OSF.IO/4K2QM</ext-link>
                </p>
                <p>Data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="https://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>
        <ack>
            <title>Acknowledgments</title>
            <p>We submit our deep gratitude for Borana Oromo elders for their keen participation/support in this study through sharing their IK-based weather Forecasting data.</p>
        </ack>
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        <fn-group content-type="footnotes">
            <fn id="fn1">
                <label>

                    <sup>1</sup>
</label>
                <p>Holistic Oromo indigenous administration system which is responsible for economic, environmental, social, cultural, political, military issues, etc.</p>
            </fn>
            <fn id="fn2">
                <label>

                    <sup>2</sup>
</label>
                <p>Busa Gonofa is Oromo indigenous social support system to reconstruct/rebuild poor and/or disaster affected individuals/households in the community.</p>
            </fn>
            <fn id="fn3">
                <label>

                    <sup>3</sup>
</label>
                <p>Holistic Oromo traditional administration/governance system.</p>
            </fn>
            <fn id="fn4">
                <label>

                    <sup>4</sup>
</label>
                <p>Lammii and Lammii basaa stars are different stars.</p>
            </fn>
            <fn id="fn5">
                <label>

                    <sup>5</sup>
</label>
                <p>See remarks on the start and end of the counting dates of the moon a month in this section.</p>
            </fn>
            <fn id="fn6">
                <label>

                    <sup>6</sup>
</label>
                <p>Full dark night; the night in which there no moon light.</p>
            </fn>
            <fn id="fn7">
                <label>

                    <sup>7</sup>
</label>
                <p>Hardly observable very minimized signs of the moon.</p>
            </fn>
            <fn id="fn8">
                <label>

                    <sup>8</sup>
</label>
                <p>Probable duration of dates in which 
                    <italic toggle="yes">Gofoo</italic> stars is hidden from observation of the night sky after setting through the eastern direction of the study area in the end of the 
                    <italic toggle="yes">Ganna</italic> rainfall season (March to May). When the 
                    <italic toggle="yes">Gofo</italic> star is rise/observed in Western direction with in 30, 60 and 100 days after hidden from observation in the east the upcoming 
                    <italic toggle="yes">Hagaya</italic> rainfall season will be high, medium and small, respectively.</p>
            </fn>
        </fn-group>
    </back>
</article>
