Modeling soil erosion susceptibility and LULC dynamics for land degradation management using geoinformation technology in Debre Tabor district, Northwestern highlands of Ethiopia
DOI:
https://doi.org/10.15243/jdmlm.2021.082.2623Keywords:
GIS, land degradation, remote sensing, RUSLE, soil erosionAbstract
Land degradation manifested in landscape change is triggered by soil erosion and it is a thoughtful environmental threat. Nationally, soil loss costs 23% of the national annual GDP. Thus, identifying and prioritizing land degraded areas for conservation in regional planning and resource conservation is the priority of land degradation management. Therefore, identification of erosion hazard area and land use and/or land cover (LULC) dynamics are the overall objectives of the study. GIS and Remote Sensing technology was used to identify erosion hazard areas. K-factor, R-factor, LS factor, P-factor, and C-factor, parameters were derived from mean rainfall, Digital Elevation Model, soil map, LULC map, and ground truth points of all the parameters used to identify erosion hazard areas. At the last, the aggregate effect of those parameters had been analyzed and erosion hazard areas were identified. The Revised Universal Soil Loss Equation (RUSEL) was employed to estimate the annual soil loss of the area. The analysis result unveils that within 20 years interval cultivated land, urban land, and bare land show that a dramatically increasing and forest land shows that decreasing rate. The district has undergone significant changes. Portions of the study area that has the highest slope gradient, the highest amount of rainfall, and consist of Nitosols on agricultural land are the most erosion hazard areas. Statistically, nearly 49%, 19.78%, 9.58%, and 5.45% of the study area coverage lower than moderate, high, very high, and severe soil erosion class correspondingly. Annually losses on average of 41.07 t ha-1yr-1 soil loss because the area is intensively cultivated and experiences relatively high rainfall, and steep slope. The share of the study area, southern part, and northeastern portion of Debre Tabor district are exposed to high erosion hazard class compared to other parts.Â
References
Anejionu, O.C.D. and Nwilo, P.C. and Ebinne, E.S. 2013. Long Term Assessment and Mapping of Erosion Hotspots in South East Nigeria Long Term Assessment and Mapping of Erosion Hotspots in South East Nigeria. FIG Woreking Week 2013 Enviromental for Sustainability Abuja, Nigeria, 6-10 May 2013.
Ashiagbor, G., Forkuo, E.K., Laari, P. and Aabeyir, R. 2013. Modeling Soil Erosion Using RUSLE and GIS tools. International Journal of Remote Sensing and Geoscience 2(4): 7-17.
Bagwan, W.A. 2020. An assessment of rainfall-induced land degradation condition using Erosivity Density (ED) and heatmap method for Urmodi River watershed of Maharashtra, India. Journal of Sedimentary Environments 5(3): 279-292.
Balabathina, V., Raju, R.P. and Mulualem, W. 2019. Integrated Remote sensing and GIS-based Universal Soil Loss Equation for Soil Erosion estimation in the Megech River Catchment, Tana Lake Sub-basin, Northwestern Ethiopia. American Journal of Geographic Information System 8(4): 141-157.
Batista, P.V.G., Silva, M.L.N., Silva, B.P.C., Curi, N., Bueno, I.T., Acérbi Júnior, F.W., Davies, J. and Quinton, J. 2017. Modelling spatially distributed soil losses and sediment yield in the upper Grande River Basin - Brazil. Catena 157(May): 139-150.
Bishaw, B. 2001. Deforestation and land degredation in the Ethiopian Highlands: a strategy for physical recovery. Northeast African Studies 8(1): 7-25.
Biswas, S.S. and Pani, P. 2015. Estimation of soil erosion using RUSLE and GIS techniques: a case study of Barakar River basin, Jharkhand, India. Modeling Earth Systems and Environment 1(4): 1-13.
Boardman, J., Shepheard, M.L., Walker, E. and Foster, I.D.L. 2009. Soil erosion and risk-assessment for on- and off-farm impacts?: A test case using the Midhurst area, West Sussex, UK. Journal of Environmental Management 90(8): 2578-2588.
Collins, F., Jones, D.S., Kowalski, D.G. and Shaw, R.B. 1996. Calculating Revised Universal Soil Loss Equation ( RUSLE ) Estimates on Department of Defense Lands?: A Review of RUSLE Factors and U.S. Army Land Condition-Trend Analysis ( LCTA ) Data Gaps Center for Ecological Management of Military Lands Department. Center for Ecological Management of Military Lands, Colorado State University, 96(8), 9.
Desalegn, A., Tezera, A. and Tesfay, F. 2018. Developing GIS-Based soil erosion map using RUSLE of Andit Tid Watershed, Central Highlands of Ethiopia. Journal of Scientific Research and Reports 19(1): 1-13.
Foster, G.R., Yoder, D.C., Weesies, G.A., McCool, D.K., McGregor, K.C. and Bingner, R.L. 2003. RUSLE2 User's Guide. January.
Fothergill, R.J., Robertson, A. and Bond, R.A. 1971. Neonatal acidaemia related to procrastination at caesarean section. BJOG: An International Journal of Obstetrics and Gynaecology 78(11): 1010-1023.
Gashaw, T., Bantider, A. and G/Silassie, H. 2014. Land degradation in Ethiopia: causes, impacts and rehabilitation techniques. Journal of Environment and Earth Science 4(9), 98-105.
Hailu, W. 2017. Impact of physical soil and water conservation structure on selected soil physicochemical properties in Gondar Zuriya Woreda. Resources and Environment 7(2): 40-48.
Hawando, T. 1997. Desertification in Ethiopian highlands. RALA Report, Norwegian Church Aid, Addis Ababa, Ethiopia. RALA Report (Norwegian Church AID, Addis Ababa, Ethiopia).
Hurni, H. 1985. Soil conservation manual for Ethiopia. First draft. Ministry of Agriculture, Natural Resources Conservation and Development Department, Community Forests and Soil Conservation Development Department. Addis Ababa.
Kamaludin, H., Lihan, T., Ali Rahman, Z., Mustapha, M.A., Idris, W.M.R. and Rahim, S.A. 2013. Integration of remote sensing, RUSLE and GIS to model potential soil loss and sediment yield (SY). Hydrology and Earth System Sciences Discussions 10(4): 4567-4596.
Kayet, N., Pathak, K., Chakrabarty, A. and Sahoo, S. 2018. Evaluation of soil loss estimation using the RUSLE model and SCS-CN method in hillslope mining areas. International Soil and Water Conservation Research 6(1): 31-42.
Kheir, B. 2007. Use of a GIS-interpolation method (ANOVA) for modelling and mapping soil-water erosion processes in Lebanon. Land Degradation and Development 19(2): 122-235.
Lahlaoi, H., Rhinane, H., Hilali, A., Lahssini, S., and Khalile, L. 2015. Potential erosion risk calculation using remote sensing and GIS in Oued El Maleh Watershed, Morocco. Journal of Geographic Information System 07(02): 128-139.
Marques da Silva, R., Santos, C.A.G. and Pereira de Silva, L. 2007. Evaluation of soil loss in GuaraÃra basin by GIS and remote sensing based model. Journal of Urban and Environmental Engineering 1(2): 44-52.
May, L. and Place, C.J. 2005. A GIS-based model of soil erosion and transport. Freshwater Forum 23: 48-61.
Megersa, S.L. 2014. Prediction of runoff and sediment yield using AnnAGNPS model: case of Erer-Guda Catchment, East Hararghe, Ethiopia Samuel. ARPN Journal of Science and Technology 4(10): 575-595.
Mhiret, D.A., Dagnew, D.C., Alemie, T.C., Guzman, C.D., Tilahun, S.A., Zaitchik, B.F. and Steenhuis, T.S. 2019. Impact of soil conservation and eucalyptus on hydrology and soil loss in the Ethiopian highlands. Water (Switzerland) 11(11): 7-9.
Mitasova, H., Barton, M., Ullah, I., Hofierka, J. and Harmon, R.S. 2013. GIS-Based Soil Erosion Modeling. In: Treatise on Geomorphology Vol. 3, Issue March).
Moges, D.M. and Bhat, H.G. 2017. Integration of geospatial technologies with RUSLE for analysis of land use/cover change impact on soil erosion: case study in Rib watershed, north-western highland Ethiopia. Environmental Earth Sciences 76(22).
Molla, T, and Sisheber, B. 2017. Estimating soil erosion risk and evaluating erosion control measures for soil conservation planning at Koga watershed in the highlands of Ethiopia. Solid Earth 8(1): 13-25.
Nigussie, Z., Tsunekawa, A., Haregeweyn, N., Adgo, E., Nohmi, M., Tsubo, M., Aklog, D., Meshesha, D. T, and Abele, S. 2017. Farmers' Perception about Soil Erosion in Ethiopia. Land Degradation and Development 28(2): 401-411.
O'Geen, A.T. and Schwankl, L.J. 2000. Understanding Soil Erosion in Irrigated Agriculture. University of California, Division of Agriculture and Natural Resurces.
Phinzi, K. and Ngetar, N.S. 2019. The assessment of water-borne erosion at catchment level using GIS-based RUSLE and remote sensing: A review. International Soil and Water Conservation Research 7(1): 27-46.
Roslee, R. and Sharir, K. 2019. Soil Erosion Analysis using RUSLE model at the Minitod Area, Penampang, Sabah, Malaysia. Journal of Physics: Conference Series 1358(1).
Roux, J.L., Nerwby, T. and Summer, P. 2007. Monitoring soil erosion in South Africa at a regional scale: review and recommendations. South African Journal of Science 103(7-8):329-335.
Sahu, A., Baghel, T., Sinha, M. K. and Ahmad, I. 2017. Soil erosion modeling using rusle and GIS on Dudhawa Catchment. International Journal of Applied Environmental Sciences 12(6): 1147-1158.
Senanayake, S., Pradhan, B., Huete, A. and Brennan, J. 2020. Assessing soil erosion hazards using land-use change and landslide frequency ratio method: A case study of Sabaragamuwa province, Sri Lanka. Remote Sensing 12(9).
Tadesse, L., Suryabhagavan, K.V., Sridhar, G. and Legesse, G. 2017. Land use and land cover changes and Soil erosion in Yezat Watershed, North
Western Ethiopia. International Soil and Water Conservation Research 5(2): 85-94.
Tanto, T. and Laekemariam, F. 2019. Impacts of soil and water conservation practices on soil property and wheat productivity in Southern Ethiopia. Environmental Systems Research 8(1).
Tessema, Y. M., Jasińska, J., Yadeta, L.T., Świtoniak, M., Puchałka, R. and Gebregeorgis, E.G. 2020. Soil loss estimation for conservation planning in the welmel watershed of the Genale Dawa Basin, Ethiopia. Agronomy 10(6): 1-19.
Thapa, P. 2020. Spatial estimation of soil erosion using RUSLE modeling: a case study of Dolakha district, Nepal. Environmental Systems Research 9(1): 1-13.
Wim, H. Bakker Lucas, L.F., Janssen Colin, V., Reeves, Ben G.H. Gorte, Christine Pohl, Michael J.C. Weir, John A. Horn, Anupma Prakash and TsehaieWoldai. 2001. Principle of Remote Sensing, An introductory textbook. Netherlands: The International Institute for Aerospace Survey and Earth Sciences (ITC), Hengelosestraat 99.
Woldemariam, G.W. and Harka, A.E. 2020. Effect of land use and land cover change on soil erosion in erer sub-basin, Northeast Wabi Shebelle Basin, Ethiopia. Land 9(4).
Wolka, K., Tadesse, H., Garedew, E. and Yimer, F. 2015. Soil erosion risk assessment in the Chaleleka wetland watershed, Central Rift Valley of Ethiopia. Environmental Systems Research 4(1): 1-12.
Zerihun, M., Mohammedyasin, M.S., Sewnet, D., Adem, A.A., and Lakew, M. 2018. Assessment of soil erosion using RUSLE, GIS and remote sensing in NW Ethiopia. Geoderma Regional 12(August 2020): 83-90.
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