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Brief Report
Revised

Locally measured USLE K factor expands sustainable agricultural land in Palau

[version 4; peer review: 1 approved, 2 approved with reservations]
PUBLISHED 21 Jan 2022
Author details Author details
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This article is included in the Agriculture, Food and Nutrition gateway.

Abstract

From the viewpoint of sustainability, annual soil erosion should be controlled below an erosion level. Palau is an island in the Micronesia region of the western Pacific Ocean. The island receives heavy rainfall and has steep slopes, so 80% of the land is categorized within the most fragile rank (T factor = 1) in soil erosion. We tested several methods of preventing soil erosion on the land, with a slope of 15.4° (13.4°–17.3°), cultivated the land, planted sweet potatoes, and compared the amount of soil erosion. Surprisingly, there was no erosion at all in all plots (including control plots), although 24 rainfall events occurred and the USLE equation predicted 32 tons per ha of soil erosion in the cropping period. For the parameters of the USLE equation used in this study, only the K factor was not measured (cited from a USDA report). Namely, the K factor estimated by soil texture was larger than the actual value. Measuring the K factor in the fields can expand Palau's sustainable agricultural land.

Keywords

Babeldaob, hillside farming, island, tillage, mulching, USLE equation

Revised Amendments from Version 3

  1. Removed of personal pronouns. However, some sentences in the introduction and discussion sections have not been changed because they were considered appropriate (for example, for avoiding long subjects).
  2. Combined of figures:
    1. A part of illustration in Figure 1 was replaced with Figures 2.
    2. The illustration combined with Figures 4.
    3. Figure 5 was combined with Figure 6.
  3. Added a footnote to Table 2.
  4. Added north arrow to Figure 1.
  5. Mis-type in the number of erosive rainfall events in the results section and the discussion section was corrected from 46 to 24.

See the authors' detailed response to the review by Kebede Wolka
See the authors' detailed response to the review by Nor Rohaizah Jamil
See the authors' detailed response to the review by Kathleen B. Boomer

Introduction

From the viewpoint of sustainability, annual soil erosion should be controlled below an erosion level of the T factor (USDA Natural Resources Conservation Service). Although No-tillage farming is effective for preventing soil erosion (Zuazo & Pleguezuelo, 2009) but the use of herbicides is unfavorable from an ecological perspective; therefore, reducing soil erosion in tillage farming is needed. The erosion caused by tillage occurs with small vegetation coverage in the early stage of the crop (Wischmeier & Smith, 1978). It is essential to increase the water infiltration rate at this stage. The water infiltration rate is positively proportional to the root mass of the crop soil (Oda et al., 2019). Therefore, we tried clarifying the risk of erosion and the effect of root mass for preventing soil erosion in a field with an incline typical for Palau in an area categorized as highly erodible. Surprisingly, there was no erosion at all in all plots. The results show that land at low risk of soil erosion can be found by determining site-specific K factor measurements. Although the effects of the treatments were not observed, this information is important for Palau’s agricultural development.

Methods

Site description

Palau forms part of the Micronesia region in the western Pacific Ocean. Palau's economy is mainly due to tourism and the increase in tourists increases the consumption of agricultural products. Palau imports them, but it is preferable to produce them domestically. The agriculture in Palau is mainly taro cultivation at swamp by a traditional and environmentally friendly method. Before World War II, Japanese settlers developed agricultural land. In recent years, the redevelopment of these fields using modern farming methods has begun. Fields with inclines of more than 8° are unsuitable for growing crops, but most of the agricultural fields in Palau have slopes of more than 8°. The island is also subject to heavy rainfall (ca. 3300 mm – 3900 mm). USDA Natural Resources Conservation Service in 2009 categorized most of the land (80%) as the most fragile rank (T factor = 1). T Factor values range from 1 ton/acre/year for the most fragile soils, to 5 tons/acre/year for soils that can sustain more erosion without losing significant productive potential (USDA Natural Resources Conservation Service). A study estimated the risk of soil erosion from agricultural land was reported to be from 720 to 813 tons per ha per year (Gavenda et al., 2005).

The experiment was conducted at the Palau Community College Research and Development Station (N7.529694, E134.560522). The station is located in the interior of Babeldaob Island, the second largest of the Micronesian islands, and is surrounded by forest. The field is one of the agricultural fields that were once used by the Japanese settlers. The soil here is Oxisol (ferralsols)—“Ngardmau-Bablethuap Complex,” which is characterized as a very gravelly loam with low organic matter content of between 1% and 4%. The permeability is moderately rapid (15–50 cm/hr) and very well drained. The available water capacity is between 0.05 and 0.10 cm/cm (Smith, 1983).

Treatments

The experiment was conducted from January to July 2019. The slope is 15.4° (13.4°–17.3°). The previous crop grown on the land was taro (Colocasia esculenta). The treatments were plants (with or without) × ridge (with or without) × 2 replications. These eight plots (2 × 10 m) were randomly set on the field (Table 1, Figure 1). The field was tilled using a hand tractor on January 22, leveled, and covered half the plots with weed control fabric (polypropylene, 0.4-mm thick, 120 g m–2; I-Agri Corp., Tsuchiura) on 28 January. Weeds were cut on April 16, blown off the residue, removed the weed control fabric on April 17 (Figure 2), then tilled each plot using the hand tractor up and down direction to avoid the soil moving to neighboring plots. The average thickness of the soil tilled was 16 cm. A 70 cm width of the monitoring areas was made in the center of the plots by ridges or wooden boards (for the no-ridge treatment). Sweet potatoes (Ipomoea batatas) were transplanted at 70 cm intervals on April 17 (Figure 3). Trenches were dug at the upper end of the fields to prevent rainwater inflow. The lower ends were embanked and added 1-m lengths of weed control fabric to trap any eroded soil. Fertilizer was not applied. Hand weeding was conducted on May 21 and June 6.

Table 1. Treatments.

BlockPlot IDPlantsRidgeSlope/°
Left415.1
7+17.3
Mid1+14.2
5++14.6
6++15.7
Right8+13.4
2+16.1
316.6
a9d6caca-a631-4368-b854-4bb598daddaa_figure1.gif

Figure 1. Location of plots.

a9d6caca-a631-4368-b854-4bb598daddaa_figure2.gif

Figure 2. Conditions before cultivation.

a9d6caca-a631-4368-b854-4bb598daddaa_figure3.gif

Figure 3. Treatments of plots and the initial conditions.

Green: No mulch treatment, Stripe: Ridge treatment.

Determination

Weed control fabric was set up at the lower end of the ridge and fixed them to the ground with several wire bents into a U-shape (Figure 3). At the bottom of the rows, The soil was raised to a height of about 20 cm to create a weir to prevent the soil from flowing out. Precipitation data were collected every 5 min via a weather station in the Palau Community College Research and Development Station (about 100 m from the experimental fields; Figure 1). The condition of the fields was recorded using an automatic camera.

Analysis

Rainfall events that might cause severe erosion (more than 3 mm/10 min) were identified (Onaga, 1969) and the amount of eroded soil of each event was compared.

The amount of eroded soil was predicted with the Universal Soil Loss Equation (USLE) equation (Wischmeier & Smith, 1978) by the following formula using Microsoft Excel (Changed the original formula to meters).

A = R K LS P C metric ton ha–1 year–1

Where A = computed soil loss per unit area, R = the rainfall and runoff factor, K = the soil erodibility factor, LS = the topographic factor, C = the cover and management factor, and P = the support practice factor.

Storm soil losses from cultivated fields are directly proportional to a rainstorm parameter defined as the EI, and the A of each storm can be obtained using EI instead of the R.

E = 210+89 log10 I 100 metric ton ha–1

I cm h–1: maximum rainfall in 30 min multiplied to 60 min; rainfall less than 1.27 cm is omitted, and the maximum value is 7.62 cm.

Soil erosion in a rainfall event is the cumulative value.

R = EI/100 metric ton ha–1

For the United States of America, for convenience, the average annual rainfall intensity for the region is prepared as a table. In the case of Palau, the frequency of rainfall is extremely high, so the integrated values during this test period are considered to be sufficiently accurate.

Finally, the above equation was parameterized for each rainfall event as follows.

A = EI K LS P C/100 metric ton ha–1

K = 0.05 (USDA Natural Resources Conservation Service; estimated based on percentage of silt, sand, and organic matter and on soil structure and permeability)

LS = (10/20.0)^0.5・(68.19 sin2 15.4° + 4.75sin 15.4°+0.068)= 4.34

C =1.0; Tillage

P = 1.00; vertical ridge

Plot area = 7 m2

When the survey area is less than 10 m2, the erosion rate is almost constant, but when the survey area exceeds 10 m2, the erosion rate decreases linearly as the area increased (García-Ruiz et al., 2015). Accordingly, this experiment may overestimate soil erosion.

Results

Precipitation

The field site received regular rainfall, with total precipitation of 992 mm during the experimental period, from 17 April to July 15 (Figure 4). The field had 24 days of erosive rainfall more than 3 mm per 10 min (Figure 4). The rainfall threshold where surface runoff occurs is 2–3 mm per 10 min on a 15° slope, although these values vary according to different soil characteristics (Onaga, 1969). Highly erosive rainfall events occurred on day 7 after planting (May 2). After weeding is an erosive period. A heavy rainfall event of 17 mm per 10 min occurred on the next day after the first weeding. The second weeding was conducted after seven days of intensive rainfall, and a further erosive rainfall event of 7 mm per 10 min occurred after weeding. Thus, the rainfall conditions during the experimental period were expected to result in severe soil erosion.

a9d6caca-a631-4368-b854-4bb598daddaa_figure4.gif

Figure 4. Daily precipitation and erosive rainfall events.

The blocks show a rainfall event of more than 3 mm/10 min and the amount of precipitation. The colors distinguish the events.

Soil loss prediction by USLE

The 24 rainfall events potentially caused erosion during the observation period (Table 2). The soil loss prediction for bare land conditions by USLE was 0.57 kg per plot on day 7 (the first rainfall event after transplanting) and 2.82 kg (after the first weeding).

Table 2. Soil loss prediction by USLE for each rainfall event.

DateDayI cm h–1EEIA
t ha–1
Erosion
kg plot–1
Remark
8-Apr–91.762324.080.890.62(Before planting)
24-Apr71.642293.760.820.571st rain
26-Apr91.362223.020.650.46
1-May142.762496.881.491.05
2-May152.842507.111.541.08
6-May191.522263.440.750.52
9-May221.682303.860.840.59
10-May232.922517.341.591.12
12-May253.522599.101.981.38
18-May312.922517.341.591.12
24-May376.5628318.554.022.82After weeding
2-Jun461.562273.540.770.54
3-Jun472.682486.651.441.01
5-Jun492.682486.651.441.01
8-Jun520.761991.520.330.23After weeding
8-Jun5222374.741.030.72
17-Jun611.722313.970.860.60
21-Jun651.122142.400.520.36
27-Jun711.962364.631.000.70
29-Jun731.62283.650.790.55
2-Jul761.042122.200.480.33
10-Jul845.3627514.733.202.24
13-Jul872.442445.971.290.91
14-Jul884.3226711.522.501.75
15-Jul892.442445.971.290.91(End of
observation)
19-Jul931.962364.631.000.70
19-Jul932.362435.741.250.87
25-Jul993.042537.691.671.17
26-Jul10022374.741.030.72
27-Jul1015.427514.863.222.26
28-Jul1024.2826611.392.471.73
30-Jul1041.42233.120.680.47
Sum of observation period (Day 7 to 89)32.2322.56

I cm h–1: maximum rainfall in 30 min multiplied to 60 min; rainfall less than 1.27 cm is omitted, and the maximum value is 7.62 cm (Wischmeier & Smith, 1978).

Soil erosion

Despite the severe rainfall conditions, none of the plots had any erosion at all through the experimental period (Figure 5).

a9d6caca-a631-4368-b854-4bb598daddaa_figure5.gif

Figure 5. Zero erosion of the first rainfall event after transplanting.

The predicted erosion was 0.57 kg per plot; however, the actual erosion was 0 kg in all plots.

Vegetation coverage

Most of the soil surface was bare by day 14 (May 1). Small weeds covered the soil surface by on day 21 (May 8), the day of the first weeding. The vegetation coverage by visual inspection ranged from 15%–85% on day 54 (Jun 10), after the second weeding. The vegetation coverage was 100% by day 89 (July15) (Figure 6).

a9d6caca-a631-4368-b854-4bb598daddaa_figure6.gif

Figure 6. Vegetation coverage.

Top panel: day 14, Upper middle panel: day 21 (before the first weeding), Lower middle panel: day 54 (after second weeding), Bottom panel day 89.

Discussion and conclusion

We conducted an experiment to evaluate the effect of root mass on erosion reduction under tillage conditions. The experiment was conducted under erosion-promoting conditions: a slope of about 15°, vertical ridges, and prior placement of weed control fabric (which is expected to erase the effect of root mass in preventing soil erosion). Many intense rainfall events occurred during the experimental period, and 32 metric ton ha–1 of soil erosion was predicted. Nevertheless, no soil erosion occurred. Those fields have high soil erosion tolerance and tillable. The use of mulching material expected to erase the effect of root mass of weeds for preventing soil erosion; however, our results show still the use of mulching material is available. Interestingly, soil erosion occurred in another trial conducted in an adjacent plot. They used horizontal rows. We assumed the erosion caused by catch canals. Catch canals of the horizontal ride are highly erosive (Shima et al., 1991) but vertical ridge has no catch canals.

Precipitation of 992 mm during the three months of the experimental period was large and they included 24 days of erosive rainfalls. The conditions were comparable enough to the average annual conditions of the US; therefore, the conditions were appropriate to apply the USLE equation. What is the reason for the no erosion under the condition of the large prediction and the measured eroded soil? For the parameters of the USLE equation in this study, only the K factor was not measured (cited from a USDA report). Namely, the K factor was larger than the actual value.

The estimates of K factors are based primarily on percentage of silt, sand, and organic matter and on soil structure and permeability (USDA Natural Resources Conservation Service in 2009). Many calculation methods have been proposed for K factor such as Revised Universal Soil Loss Equation (RUSLE2), Erosion Productivity Impact Calculator (EPIC), and Geometric Mean Diameter based (Dg) model; however, the versatility of USLE for some soils are higher than that of the new method (Wang et al., 2016). Thus, there is a large room to find suitable land for agriculture from the area of specified unsuitable for agriculture. Not erosion itself, but a related story, the use of USLE to predict sediment yields is not advisable despite their present widespread application (Boomer et al., 2008).

Low erosion land for agriculture can be found by measuring erosion locally. The results obtained from a limited field, still, are important for Palau's agricultural development, and the results of this test can be regarded as reference.

Data availability

Underlying data

Figshare: Precipitation of Palau, https://doi.org/10.6084/m9.figshare.11769909.v1 (Oda et al., 2020).

This project contains the following underlying data:

  • Precipitation(4-7).xlsx

Data are available under the terms of the Creative Commons Zero "No rights reserved" data waiver (CC0 1.0 Public domain dedication).

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Version 4
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Oda M, Nwe YY and Omae H. Locally measured USLE K factor expands sustainable agricultural land in Palau [version 4; peer review: 1 approved, 2 approved with reservations]. F1000Research 2022, 9:89 (https://doi.org/10.12688/f1000research.22229.4)
NOTE: If applicable, it is important to ensure the information in square brackets after the title is included in all citations of this article.
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Approved with reservations A number of small changes, sometimes more significant revisions are required to address specific details and improve the papers academic merit.
Not approvedFundamental flaws in the paper seriously undermine the findings and conclusions
Version 4
VERSION 4
PUBLISHED 21 Jan 2022
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Reviewer Report 28 Jan 2022
Nor Rohaizah Jamil, Department of Environment, Faculty of Forestry and Environment, Universiti Putra Malaysia, Serdang, Malaysia;  International Institute of Aquaculture and Aquatic Sciences (I-AQUAS), Universiti Putra Malaysia, Serdang, Malaysia 
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All the comments were taken into consideration ... Continue reading
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Jamil NR. Reviewer Report For: Locally measured USLE K factor expands sustainable agricultural land in Palau [version 4; peer review: 1 approved, 2 approved with reservations]. F1000Research 2022, 9:89 (https://doi.org/10.5256/f1000research.119857.r120653)
NOTE: it is important to ensure the information in square brackets after the title is included in all citations of this article.
Version 3
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Reviewer Report 15 Dec 2021
Nor Rohaizah Jamil, Department of Environment, Faculty of Forestry and Environment, Universiti Putra Malaysia, Serdang, Malaysia;  International Institute of Aquaculture and Aquatic Sciences (I-AQUAS), Universiti Putra Malaysia, Serdang, Malaysia 
Approved with Reservations
VIEWS 18
1. Please remove all the personal pronouns such as "we" in the text to make it scientifically and academically-sound paper rather than of popular writing articles. Use active or passive statement (whichever is deemed more appropriate) instead.

... Continue reading
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Jamil NR. Reviewer Report For: Locally measured USLE K factor expands sustainable agricultural land in Palau [version 4; peer review: 1 approved, 2 approved with reservations]. F1000Research 2022, 9:89 (https://doi.org/10.5256/f1000research.57917.r94091)
NOTE: it is important to ensure the information in square brackets after the title is included in all citations of this article.
  • Author Response 21 Jan 2022
    Masato Oda, Japan International Research Center for Agricultural Sciences, Tsukuba, 305-8686, Japan
    21 Jan 2022
    Author Response
    We would like to express our sincere gratitude for your review of our manuscript.

    1. Removing all personal pronouns.
    • All the Methods and the Result expressions were
    ... Continue reading
COMMENTS ON THIS REPORT
  • Author Response 21 Jan 2022
    Masato Oda, Japan International Research Center for Agricultural Sciences, Tsukuba, 305-8686, Japan
    21 Jan 2022
    Author Response
    We would like to express our sincere gratitude for your review of our manuscript.

    1. Removing all personal pronouns.
    • All the Methods and the Result expressions were
    ... Continue reading
Version 2
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PUBLISHED 24 Jun 2020
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Reviewer Report 06 May 2021
Kebede Wolka, Wondo Genet College of Forestry and Natural Resource, Hawassa University, Shashemene, Ethiopia 
Approved with Reservations
VIEWS 26
The research attempted to show the K-factor of the universal soil equation in Palau. In the study design, a small plot of about 20m2 used to collect the eroded material, which the study reported no erosion despite a reasonable amount of ... Continue reading
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Wolka K. Reviewer Report For: Locally measured USLE K factor expands sustainable agricultural land in Palau [version 4; peer review: 1 approved, 2 approved with reservations]. F1000Research 2022, 9:89 (https://doi.org/10.5256/f1000research.27523.r83162)
NOTE: it is important to ensure the information in square brackets after the title is included in all citations of this article.
  • Author Response 22 Jun 2021
    Masato Oda, Japan International Research Center for Agricultural Sciences, Tsukuba, 305-8686, Japan
    22 Jun 2021
    Author Response
    Thank you for reviewing our manuscript. We have dealt with the matters you pointed out as follows. Please check the revised manuscript.
    1. Method of calculation for USLE has
    ... Continue reading
COMMENTS ON THIS REPORT
  • Author Response 22 Jun 2021
    Masato Oda, Japan International Research Center for Agricultural Sciences, Tsukuba, 305-8686, Japan
    22 Jun 2021
    Author Response
    Thank you for reviewing our manuscript. We have dealt with the matters you pointed out as follows. Please check the revised manuscript.
    1. Method of calculation for USLE has
    ... Continue reading
Version 1
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PUBLISHED 07 Feb 2020
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Reviewer Report 30 Apr 2020
Kathleen B. Boomer, Foundation for Food and Agriculture Research, Washington, DC, USA;  CBP Scientific Technical Advisory Committee, Washington, DC, USA 
Approved with Reservations
VIEWS 55
Technical Review: Use of the K factor from the Universal Soil Loss Equation can show arable land in Palau by Oda et al.
 
General Comments:

The investigators report the results of measured and estimated ... Continue reading
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Boomer KB. Reviewer Report For: Locally measured USLE K factor expands sustainable agricultural land in Palau [version 4; peer review: 1 approved, 2 approved with reservations]. F1000Research 2022, 9:89 (https://doi.org/10.5256/f1000research.24517.r61753)
NOTE: it is important to ensure the information in square brackets after the title is included in all citations of this article.
  • Author Response 26 May 2020
    Masato Oda, Japan International Research Center for Agricultural Sciences, Tsukuba, 305-8686, Japan
    26 May 2020
    Author Response
    Thank you for the constructive comments.

    We will accept almost of all the comments; however, before submitting a revised manuscript, may I clarify the following points?

    1) Consolidate Figure 6 into one panel.
    Is ... Continue reading
  • Author Response 02 Jun 2020
    Masato Oda, Japan International Research Center for Agricultural Sciences, Tsukuba, 305-8686, Japan
    02 Jun 2020
    Author Response
    Define “T factor”.

    Now, I understood that I misunderstood the meaning of the "T factor".
    Thank you so much.
    Competing Interests: No competing interests were disclosed.
  • Author Response 24 Jun 2020
    Masato Oda, Japan International Research Center for Agricultural Sciences, Tsukuba, 305-8686, Japan
    24 Jun 2020
    Author Response
    Clarified the “story arc” of the paper including the lack of technical guidance specific to the region, the research objectives, and methods.
    1. The description of Palau was moved
    ... Continue reading
COMMENTS ON THIS REPORT
  • Author Response 26 May 2020
    Masato Oda, Japan International Research Center for Agricultural Sciences, Tsukuba, 305-8686, Japan
    26 May 2020
    Author Response
    Thank you for the constructive comments.

    We will accept almost of all the comments; however, before submitting a revised manuscript, may I clarify the following points?

    1) Consolidate Figure 6 into one panel.
    Is ... Continue reading
  • Author Response 02 Jun 2020
    Masato Oda, Japan International Research Center for Agricultural Sciences, Tsukuba, 305-8686, Japan
    02 Jun 2020
    Author Response
    Define “T factor”.

    Now, I understood that I misunderstood the meaning of the "T factor".
    Thank you so much.
    Competing Interests: No competing interests were disclosed.
  • Author Response 24 Jun 2020
    Masato Oda, Japan International Research Center for Agricultural Sciences, Tsukuba, 305-8686, Japan
    24 Jun 2020
    Author Response
    Clarified the “story arc” of the paper including the lack of technical guidance specific to the region, the research objectives, and methods.
    1. The description of Palau was moved
    ... Continue reading

Comments on this article Comments (0)

Version 4
VERSION 4 PUBLISHED 07 Feb 2020
Comment
Alongside their report, reviewers assign a status to the article:
Approved - the paper is scientifically sound in its current form and only minor, if any, improvements are suggested
Approved with reservations - A number of small changes, sometimes more significant revisions are required to address specific details and improve the papers academic merit.
Not approved - fundamental flaws in the paper seriously undermine the findings and conclusions
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