Spatial Simulation of  The Organic Carbon Content and its Effects on the Erodibility and  Soil Erosion with  Universal Soil Loss Equation and Geographic Information Systems

Yagus Wijayanto

doi:10.5400/jts.2025.v1i1.%p

Spatial Simulation of The Organic Carbon Content and its Effects on the Erodibility and Soil Erosion with Universal Soil Loss Equation and Geographic Information Systems

Yagus Wijayanto

Abstract

The combined Universal Soil Loss Equation (USLE) and Geographical Information Systems are two models for spatial soil erosion analysis because the fact that each erosion factor has spatial context. As an important factor, the soil erodibility is crucial in determining soil erosion, with C-Organic significantly influencing the K value. The main aim of this study is to characterize soil erodibility and soil loss based on spatial simulation on the effects of Soil C-Organic in GIS environment. Research findings indicate that by simulating within GIS environment, C-Organic can affect both soil erodibility and erosion. Low C-Organic levels can increase soil erodibility, while high C-Organic levels can decrease it. A reduction in C-Organic by 10%, 20%, and 30% will increase K by 1.10%, 1.17%, and 1.21%, respectively. Conversely, adding 10%, 20%, and 30% C-Organic will decrease K by 1.12%, 1.27%, and 1.46%, respectively. A 10%, 20%, and 30% increase in C-Organic can reduce soil loss by 1.2%, 1.3%, and 1.5%, while a reduction in C-Organic will increase soil loss by 1.1%, 1.2%, and 1.3%, respectively. A low K value indicates slightly erosion, while a high K value suggests more severe erosion. Adding C-Organic and managing vegetation are necessary to maintain and improve soil quality.

Keywords

Soil Science

References

.Alaboz, P. et al. (2021) ‘Digital mapping of soil erodibility factors based on decision tree using geostatistical approaches in terrestrial ecosystem’, Catena, 207(February). Available at: https://doi.org/10.1016/j.catena.2021.105634.

Amundson, R. et al. (2015) ‘Soil and human security in the 21st century’, Science, 348(6235). Available at: https://doi.org/10.1126/science.1261071.

Arunrat, N. et al. (2022) ‘Assessing Soil Organic Carbon, Soil Nutrients and Soil Erodibility under Terraced Paddy Fields and Upland Rice in Northern Thailand’, Agronomy, 12(2). Available at: https://doi.org/10.3390/agronomy12020537.

Atkinson, J., de Clercq, W. and Rozanov, A. (2020) ‘Geoderma Regional’, 28(February), p. 2352.

Balaji, G.D. (2023) ‘Role of Soil in Carbon Storage, Capture and Utilization for Better Soil Health’, (November).

Benslama, A. et al. (2020) ‘Monitoring the variations of soil salinity in a palm grove in Southern Algeria’, Sustainability (Switzerland), 12(15). Available at: https://doi.org/10.3390/su12156117.

Borrelli, P. et al. (2017) ‘An assessment of the global impact of 21st century land use change on soil erosion’, Nature Communications, 8(1). Available at: https://doi.org/10.1038/s41467-017-02142-7.

Cardinael, R. et al. (2017) ‘Increased soil organic carbon stocks under agroforestry: A survey of six different sites in France’, Agriculture, Ecosystems and Environment, 236, pp. 243–255. Available at: https://doi.org/10.1016/j.agee.2016.12.011.

Cebel, H. et al. (2013) ‘Türkiye Büyük Toprak Gruplarının Erozyona Duyarlılık “K” Faktörleri’, Toprak SDergi̇si̇, 2(1), pp. 30–45.

Chertov, O. et al. (2017) ‘Romul_Hum model of soil organic matter formation coupled with soil biota activity. III. Parameterisation of earthworm activity’, Ecological Modelling, 345, pp. 140–149. Available at: https://doi.org/10.1016/j.ecolmodel.2016.06.013.

Deiss, L. et al. (2017) ‘Soil Carbon Fractions from an Alluvial Soil Texture Gradient in North Carolina’, Soil Science Society of America Journal, 81(5), pp. 1096–1106. Available at: https://doi.org/10.2136/sssaj2016.09.0304.

Efthimiou, N. (2020) ‘The new assessment of soil erodibility in Greece’, Soil and Tillage Research, 204(June), p. 104720. Available at: https://doi.org/10.1016/j.still.2020.104720.

Eleyowo, OO; Amusa, O.( (2021) ‘OF Full-text Available Online at S CIENCE AND E NVIRONMENTAL’, J. Appl. Sci. Environ. Manage., 25 (4) 631(2017), pp. 0–4. Available at: https://www.ajol.info/index.php/jasem http://ww.bioline.org.br/ja%0AJ.

Georgiou, K. et al. (2022) ‘Global stocks and capacity of mineral-associated soil organic carbon’, Nature Communications, 13(1), pp. 1–12. Available at: https://doi.org/10.1038/s41467-022-31540-9.

Helmi, A.M. (2023) ‘Quantifying catchments sediment release in arid regions using GIS-based Universal soil loss equation (USLE)’, Ain Shams Engineering Journal, 14(8), p. 102038. Available at: https://doi.org/10.1016/j.asej.2022.102038.

Huang, X. et al. (2022) ‘Characteristics of Soil Erodibility K Value and Its Influencing Factors in the Changyan Watershed, Southwest Hubei, China’, Land, 11(1), pp. 1–14. Available at: https://doi.org/10.3390/land11010134.

Injiliana, L., Widiastuti, T. and Riyono, J.N. (2021) ‘Erodibilitas Tanah (K) Pada Berbagai Tutupan Lahan Di Desa Baru Kecamatan Silat Hilir Kabupaten Kapuas Hulu’, Jurnal Hutan Lestari, 8(4), p. 773. Available at: https://doi.org/10.26418/jhl.v8i4.44323.

Jhon, A.H. et al. (2020) ‘Soil Macrofauna as Bioindicator on Aek Loba Palm Oil Plantation Land’, Sriwijaya Journal of Environment, 5(2), pp. 111–119. Available at: https://doi.org/10.22135/sje.2020.5.2.111-119.

Kirkels, F.M.S.A., Cammeraat, L.H. and Kuhn, N.J. (2014) ‘The fate of soil organic carbon upon erosion, transport and deposition in agricultural landscapes - A review of different concepts’, Geomorphology, 226, pp. 94–105. Available at: https://doi.org/10.1016/j.geomorph.2014.07.023.

Kriuchkov, N.R. and Makarov, O.A. (2023) ‘Modeling Dynamics of Soil Erosion by Water Due to Soil Organic Matter Change (1980–2020) in the Steppe Zone of Russia’, Agronomy, 13(10). Available at: https://doi.org/10.3390/agronomy13102527.

Li, Z. et al. (2017) ‘Response of soil organic carbon and nitrogen stocks to soil erosion and land use types in the Loess hilly–gully region of China’, Soil and Tillage Research, 166, pp. 1–9. Available at: https://doi.org/10.1016/j.still.2016.10.004.

de Lima, A.F.L. et al. (2022) ‘Soil chemical attributes in areas under conversion from forest to pasture in southern Brazilian Amazon’, Scientific Reports, 12(1), pp. 1–21. Available at: https://doi.org/10.1038/s41598-022-25406-9.

Liu, M. et al. (2020) ‘Effects of soil properties on K factor in the granite and limestone regions of China’, International Journal of Environmental Research and Public Health, 17(3). Available at: https://doi.org/10.3390/ijerph17030801.

Liu, X., Zhang, Y. and Li, P. (2020) ‘Spatial variation characteristics of soil erodibility in the Yingwugou watershed of the middle Dan River, China’, International Journal of Environmental Research and Public Health, 17(10). Available at: https://doi.org/10.3390/ijerph17103568.

Mishra, P.K. et al. (2022) ‘Land Degradation, Overland Flow, Soil Erosion, and Nutrient Loss in the Eastern Himalayas, India’, Land, 11(2), pp. 1–16. Available at: https://doi.org/10.3390/land11020179.

Nasjono, J., Hangge, E. and Kelen, M. (2022) ‘Metode Erosivitas Hujan dan Model Sediment Delivery Ratio untuk Prakiraan Erosi dan Sedimentasi pada Bendungan Tilong’, Jurnal Teknik Sumber Daya Air, 1(1), pp. 53–64. Available at: https://doi.org/10.56860/jtsda.v1i1.15.

Okorafor, O.O., Akinbile, C.O. and Adeyemo, A.J. (2018) ‘Determination of Soils Erodibility Factor ( K ) for Selected Sites in Imo State , Nigeria’, Resources and Environment, 8(1), pp. 6–13. Available at: https://doi.org/10.5923/j.re.20180801.02.

Ostovari, Y. et al. (2019) ‘Soil erodibility and its prediction in semi-arid regions’, Archives of Agronomy and Soil Science, 65(12), pp. 1688–1703. Available at: https://doi.org/10.1080/03650340.2019.1575509.

Othmani, O. et al. (2023) ‘Spatial Variability of Soil Erodibility at the Rhirane Catchment Using Geostatistical Analysis’, Soil Systems, 7(2). Available at: https://doi.org/10.3390/soilsystems7020032.

Padarian, J. et al. (2022) ‘Monitoring changes in global soil organic carbon stocks from space’, Remote Sensing of Environment, 281(November). Available at: https://doi.org/10.1016/j.rse.2022.113260.

Panagos, P. et al. (2022) ‘Global rainfall erosivity projections for 2050 and 2070’, Journal of Hydrology, 610(September 2021), p. 127865. Available at: https://doi.org/10.1016/j.jhydrol.2022.127865.

Pereira, P. et al. (2018) ‘Soil ecosystem services, sustainability, valuation and management’, Current Opinion in Environmental Science and Health, 5, pp. 7–13. Available at: https://doi.org/10.1016/j.coesh.2017.12.003.

Pham, T.G., Degener, J. and Kappas, M. (2018) ‘Integrated universal soil loss equation (USLE) and Geographical Information System (GIS) for soil erosion estimation in A Sap basin: Central Vietnam’, International Soil and Water Conservation Research, 6(2), pp. 99–110. Available at: https://doi.org/10.1016/j.iswcr.2018.01.001.

Purba, Y.S.B.R., Puja, I.N. and Sumarniasih, M.S. (2021) ‘Erosion prediction and conservation planning in the bubuh sub-watershed, bangli regency’, Water Conservation and Management, 4(2), pp. 103–105. Available at: https://doi.org/10.26480/WCM.02.2020.103.105.

Putri, D.A., Sholichin, M. and Sisinggih, D. (2023) ‘Studi Pendugaan Erosi dan Sedimentasi Menggunakan Metode USLE dan MUSLE di Waduk Krisak Kabupaten Wonogiri’, Jurnal Teknologi dan Rekayasa Sumber Daya Air, 3(1), pp. 124–136. Available at: https://doi.org/10.21776/ub.jtresda.2023.003.01.12.

Quijano, L. et al. (2017) ‘Modelling the Effect of Land Management Changes on Soil Organic Carbon Stocks in a Mediterranean Cultivated Field’, Land Degradation and Development, 28(2), pp. 515–523. Available at: https://doi.org/10.1002/ldr.2637.

Radziuk, H. and Switoniak, M. (2021) ‘Soil erodibility factor (K) in soils under varying stages of truncation’, Soil Science Annual, 72(1), pp. 1–8. Available at: https://doi.org/10.37501/soilsa/134621.

Ramesh, T. et al. (2019) ‘Soil organic carbon dynamics: Impact of land use changes and management practices: A review’, Advances in Agronomy, 156, pp. 1–107. Available at: https://doi.org/10.1016/bs.agron.2019.02.001.

Rehman, M.A. et al. (2022) ‘Correlation between soil erodibility and light penetrometer blows: A case study in Sungai Langat, Malaysia’, Physics and Chemistry of the Earth, 128. Available at: https://doi.org/10.1016/j.pce.2022.103262.

Salih, H.O., Keya, D.R. and Mohammed, K.M. (2023) ‘Integrated use of USLE, GIS, and remote sensing for soil erosion mapping in Erbil Basin’, Polytechnic Journal, 13(2). Available at: https://doi.org/10.59341/2707-7799.1716.

Selmy, S.A.H. et al. (2021) ‘Modeling and assessing potential soil erosion hazards using usle and wind erosion models in integration with gis techniques: Dakhla oasis, egypt’, Agriculture (Switzerland), 11(11). Available at: https://doi.org/10.3390/agriculture11111124.

Tsegaye, K., Addis, H.K. and Hassen, E.E. (2019) ‘Soil Erosion Impact Assessment using USLE/GIS Approaches to Identify High Erosion Risk Areas in the Lowland Agricultural Watershed of Blue Nile Basin, Ethiopia’, International Annals of Science, 8(1), pp. 120–129. Available at: https://doi.org/10.21467/ias.8.1.120-129.

Tunç, E. (2020) ‘The erodibility factor in agricultural lands of Gaziantep, Turkey’, The International of Energy & Engineering Sciences, 5(1), pp. 12–20.

Xiao, H. et al. (2018) ‘The mineralization and sequestration of organic carbon in relation to agricultural soil erosion’, Geoderma, 329(April), pp. 73–81. Available at: https://doi.org/10.1016/j.geoderma.2018.05.018.

Xiao, L. et al. (2014) ‘Fractal features of soil profiles under different land use patterns on the Loess Plateau, China’, Journal of Arid Land, 6(5), pp. 550–560. Available at: https://doi.org/10.1007/s40333-014-0023-7.

Yang, X., Yang, Q. and Lu, Y. (2019) ‘Predicting Annual Mean Profile Soil Moisture from Soil Particle‐Size Distributions on a Small‐Scale Hillslope on the Chinese Loess Plateau’, Soil Science Society of America Journal [Preprint]. Available at: https://doi.org/10.2136/sssaj2019.05.0145

DOI: http://dx.doi.org/10.5400/jts.2025.v1i1.%25p