USLE‑Based Spatial Analysis of Soil Erosion Risk in the Brangkal Sub‑Watershed, Mojokerto
DOI:
https://doi.org/10.20527/actasolum.v4i1.3438Keywords:
ArcGIS, Brangkal sub-watershed, Soil conservation, Soil erosion, USLEAbstract
Soil erosion in upland watersheds reduces land productivity, degrades water quality, and threatens ecological services, particularly in areas undergoing tourism‑driven land‑use change. This study quantified and mapped soil erosion in the Brangkal Sub-Watershed, with a focus on the Pacet Hills tourism area in Mojokerto, East Java. The study employed the Universal Soil Loss Equation (USLE) in combination with ArcGIS, incorporating rainfall erosivity (R), soil erodibility (K), slope length–steepness (LS), land cover (C), and conservation practice (P). Rainfall erosivity was derived from five‑year precipitation records using the Lenvain method, soil erodibility from laboratory‑analyzed texture and organic matter, LS from a 30 m DEM, and CP from land‑use classification adjusted with field observations. All factors were rasterized and multiplied cell‑by‑cell in ArcGIS to generate annual soil loss estimates and hazard maps. Results indicated annual soil loss between 7.24 and 1922.75 ton ha⁻¹ yr⁻¹, with severe erosion concentrated in steep, intensively cultivated upper‑catchment zones where LS and CP values are high. Field‑derived and reference K values were in close agreement, validating the reliability of hotspot identification. Soils, dominated by Andisols and Inceptisols, exhibited moderate to high erodibility, especially under reduced vegetation cover. Recommended management priorities are vegetative reinforcement, structural slope stabilization, nutrient and pH correction, and land‑use zoning to minimize disturbances in high‑risk areas. The integration of USLE and GIS provides a robust framework for prioritizing conservation actions that protect soil resources while sustaining the ecological and tourism value of Pacet Hills.
References
Aditya, H. F., Yuhdistira, M. F., Sholikah, D. H., Harliando, D. P., & Wijayanti, F. 2024. Analisis Erosi Aktual Menggunakan Software ArcGIS pada Sub DAS Durensewu, Waduk Gadjah Mungkur Wonogiri. G-Tech: Jurnal Teknologi Terapan, 8(4), 2744–2754. https://doi.org/10.70609/gtech.v8i4.5358
Almadilla Setya Putri, J., Ussy Andawayanti, & Ery Suhartanto. 2025. Pengendalian Erosi dan Sedimen Berbasis SIG dengan Perencanaan Check Dam di DAS Parangan Kabupaten Pasuruan. Jurnal Teknologi Dan Rekayasa Sumber Daya Air, 5(2), 1043–1052. https://doi.org/10.21776/ub.jtresda.2025.005.02.099
Almeida, W. S. D., Seitz, S., Oliveira, L. F. C. D., & Carvalho, D. F. D. 2021. Duration and intensity of rainfall events with the same erosivity change sediment yield and runoff rates. International Soil and Water Conservation Research, 9(1), 69–75. https://doi.org/10.1016/j.iswcr.2020.10.004
Arnalds, O. 2015. Classification and the Main Soil Types. In O. Arnalds, The Soils of Iceland (pp. 55–70). Springer Netherlands. https://doi.org/10.1007/978-94-017-9621-7_6
Arsyad, S. 2010. Konservasi Tanah dan Air. Edisi Kedua. IPB Press. Bogor. 472 hal. Retrieved from https://repository.ipb.ac.id/handle/123456789/42667Banuwa, M.Si, P. D. I. I. S. (2013). Erosi. Prenada Media. Retrieved from https://books.google.co.id/books?id=fFFADwAAQBAJ&printsec=frontcover&source=gbs_ge_summary_r&cad=0#v=onepage&q&f=false
Das, S., Bora, P. K., & Das, R. 2022. Estimation of slope length gradient (LS) factor for the sub-watershed areas of Juri River in Tripura. Modeling Earth Systems and Environment, 8(1), 1171–1177. https://doi.org/10.1007/s40808-021-01153-0
Deng, L., Sun, T., Fei, K., Zhang, L., Fan, X., Wu, Y., & Ni, L. 2020. Effects of erosion degree, rainfall intensity and slope gradient on runoff and sediment yield for the bare soils from the weathered granite slopes of SE China. Geomorphology, 352, 106997. https://doi.org/10.1016/j.geomorph.2019.106997
Desta, G., Tamene, L., Abera, W., Amede, T., & Whitbread, A. 2021. Effects of land management practices and land cover types on soil loss and crop productivity in Ethiopia: A review. International Soil and Water Conservation Research, 9(4), 544–554. https://doi.org/10.1016/j.iswcr.2021.04.008
Dibaba, W. T., Demissie, T. A., & Miegel, K. 2021. Prioritization of Sub-Watersheds to Sediment Yield and Evaluation of Best Management Practices in Highland Ethiopia, Finchaa Catchment. Land, 10(6), 650. https://doi.org/10.3390/land10060650
Guo, G., Kong, Y., Xu, Y., Peng, X., Niu, M., Zeng, G., Ouyang, Z., Liu, J., Zhang, C., & Lin, J. 2024. Soil organic matter components and sesquioxides integrally regulate aggregate stability and size distribution under erosion and deposition conditions in southern China. Journal of Hydrology, 639, 131588. https://doi.org/10.1016/j.jhydrol.2024.131588
Handayani, D. A., Kurniadi, A., & Bahar, F. 2023. Upstream Brantas Watershed management strategies for flood mitigation (a review: Batu District). IOP Conference Series: Earth and Environmental Science, 1173(1), 012053. https://doi.org/10.1088/1755-1315/1173/1/012053
Harliando, D. P., Setyawan, C., & Mawandha, H. G. 2023. Spatial Modeling of Vegetation Cover for Soil Erosion Control Based on Arc GIS and the RUSLE Models. Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering), 12(1), 14. https://doi.org/10.23960/jtep-l.v12i1.14-27
Hidayat, M. D. N., Indarto, I., Askin, M., Andriyani, I., & Tasliman, T. 2020. Kecenderungan Hujan Ekstrem di Unit Pelaksana Teknis Pengelolaan Sumberdaya Air di Pasuruan, Jawa Timur. Jurnal Tanah dan Iklim, 43(1), 21. https://doi.org/10.21082/jti.v43n1.2019.21-31
Issaka, S., & Ashraf, M. A. 2017. Impact of soil erosion and degradation on water quality: A review. Geology, Ecology, and Landscapes, 1(1), 1–11. https://doi.org/10.1080/24749508.2017.1301053
Lu, S., Liu, B., Hu, Y., Fu, S., Cao, Q., Shi, Y., & Huang, T. 2020. Soil erosion topographic factor (LS): Accuracy calculated from different data sources. CATENA, 187, 104334. https://doi.org/10.1016/j.catena.2019.104334
Maroeto, M., & Santoso, W. 2023. GIS-based spatial evaluation for land suitability in various land uses in critical land Welang Watershed, Indonesia. 020066. https://doi.org/10.1063/5.0154804
Nearing, M. A., Yin, S., Borrelli, P., & Polyakov, V. O. 2017. Rainfall erosivity: An historical review. CATENA, 157, 357–362. https://doi.org/10.1016/j.catena.2017.06.004
Nyairo, R. 2024. Effect of slope on water run-off and soil vulnerability in an unglaciated sub-watershed: A case study of conservation practice siting. Environmental Systems Research, 13(1), 50. https://doi.org/10.1186/s40068-024-00380-5
Rashmi, I., Karthika, K. S., Roy, T., Shinoji, K. C., Kumawat, A., Kala, S., & Pal, R. 2022. Soil Erosion and Sediments: A Source of Contamination and Impact on Agriculture Productivity. In M. Naeem, J. F. J. Bremont, A. A. Ansari, & S. S. Gill (Eds.), Agrochemicals in Soil and Environment (pp. 313–345). Springer Nature Singapore. https://doi.org/10.1007/978-981-16-9310-6_14
Renard, K. G., USA, & USA (Eds.). 1997. Predicting soil erosion by water: A guide to conservation planning with the revised universal soil loss equation (RUSLE). Retrieved from https://www.tucson.ars.ag.gov/unit/publications/PDFfiles/717.pdfShafii, I., Medina-Cetina, Z., Shidlovskaya, A., & Briaud, J.-L. 2023. Relationship between Soil Erodibility and Soil Properties. Journal of Geotechnical and Geoenvironmental Engineering, 149(1), 04022121. https://doi.org/10.1061/(ASCE)GT.1943-5606.0002915
Smith, D. J., Snead, M., & Thompson, T. M. 2022. Soil Amended With Organic Matter Increases Fluvial Erosion Resistance of Cohesive Streambank Soil. Journal of Geophysical Research: Biogeosciences, 127(6), e2021JG006723. https://doi.org/10.1029/2021JG006723
Soil Staff Survey. 2022. Keys to Soil Taxonomy, 13th Edition. USDA Natural Resources Conservation Service. Retrieved from https://www.nrcs.usda.gov/sites/default/files/2022-09/Keys-to-Soil-Taxonomy.pdf
Suharyanto, A., Pujiraharjo, A., & Iqbal, M. T. 2024. Influence of vegetation index to the rainfall intensity in Pasuruan Area, East Java Province, Indonesia. Journal of Applied and Natural Science, 16(1), 251–262. https://doi.org/10.31018/jans.v16i1.5316
Uniyal, B., Jha, M. K., Verma, A. K., & Anebagilu, P. K. 2020. Identification of critical areas and evaluation of best management practices using SWAT for sustainable watershed management. Science of The Total Environment, 744, 140737. https://doi.org/10.1016/j.scitotenv.2020.140737
Wang, B., Zheng, F., Römkens, M. J. M., & Darboux, F. 2013. Soil erodibility for water erosion: A perspective and Chinese experiences. Geomorphology, 187, 1–10. https://doi.org/10.1016/j.geomorph.2013.01.018
Wang, G., Fang, Q., Wu, B., Yang, H., & Xu, Z. 2015. Relationship between soil erodibility and modeled infiltration rate in different soils. Journal of Hydrology, 528, 408–418. https://doi.org/10.1016/j.jhydrol.2015.06.044
Wang, J., Yang, J., Li, Z., Ke, L., Li, Q., Fan, J., & Wang, X. 2024. Research on Soil Erosion Based on Remote Sensing Technology: A Review. Agriculture, 15(1), 18. https://doi.org/10.3390/agriculture15010018
Wischmeier, W. H., Johnson, C. B., & Cross, B. 1971. Soil Erodibility Nomograph For Farmland and Construction Sites. Journal of Soil and Water Conservation. Retrieved from https://www.semanticscholar.org/paper/SOIL-ERODIBILITY-NOMOGRAPH-FOR-FARMLAND-AND-SITES-Wischmeier-Johnson/fdfd16b4abe9050bd9021c4ab1db98bafa52b80a
Wischmeier, W. H., & Smith, D. D. 1978. Predicting Rainfall Erosion Losses: A Guide to Conservation Planning. Department of Agriculture, Science and Education Administration. Retrieved from https://hero.epa.gov/reference/624965/
Xiong, M., Leng, G., & Tang, Q. 2023. Global Analysis of the Cover-Management Factor for Soil Erosion Modeling. Remote Sensing, 15(11), 2868. https://doi.org/10.3390/rs15112868
Yang, X. 2015. Digital mapping of RUSLE slope length and steepness factor across New South Wales, Australia. Soil Research, 53(2), 216. https://doi.org/10.1071/SR14208
Yuan, C., & Fan, H. 2024. Response mechanism of black soil structure to compound erosion forces in sloping farmland, Northeast China. Soil and Tillage Research, 240, 106103. https://doi.org/10.1016/j.still.2024.106103
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Dimas Prabowo Harliando, Zumrotun Yogi Noviana, Ulfa Rizkika Mufadhila, Dewi Shasa Belia

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.













