Analysis of land use changes and soil erosion using the EPM-IntErO model in the Sokobanja Basin, Serbia

Authors

DOI:

https://doi.org/10.15835/nbha52314071

Keywords:

erosion, IntErO, Sokobanjska Moravica, sustainable management, vegetation dynamics

Abstract

Soil erosion, with the progressive loss of fertile topsoil and its negative impact on agricultural productivity, has become a critical global environmental problem. In the second half of the 20th century, many municipalities in Serbia experienced significant changes in land use, vegetation, and environmental conditions. The drive towards industrialization and urbanization aimed to improve the living standards of the population, but as a consequence, it led to substantial depopulation of rural areas and the adoption of inadequate agricultural practices, which, in turn, further intensified soil erosion. This study focuses on the Sokobanjska Moravica River basin (Eastern Serbia), extending to the Bovan Lake Dam and upstream, with a total area of 540.4 km². The basin is situated in a characteristic karst landscape. Changes in erosion intensity and runoff from this basin are analyzed using the Intensity of Erosion and Outflow (IntErO) model, which algorithmically integrates the widely used Erosion Potential Method (EPM) with innovative computational techniques to predict sediment production and runoff from the river basin accurately. This analysis utilizes GIS software and official statistical yearbook data, focusing on the period from the second half of the 20th century, including the analysis of the current state. According to our research, the most intensive changes in land use occurred between 1961 and 1971, marking the beginning of the period of a decline in rural population and, consequently, a decrease in erosion intensity. Key findings indicate that predominant changes in land use and vegetation led to a shift from crop farming to animal husbandry. After 1971, ongoing depopulation, particularly in rural areas, resulted in a gradual and steady decrease in erosion intensity. The primary aim of this study is to support policymakers in developing more effective soil and water conservation regulations. By making recommendations for the protection of vegetation, and thus the soil within this river basin, this research helps ensure their long-term preservation. Future research should focus on the long-term impacts of current land use practices and develop strategies to mitigate erosion in the context of changing climate conditions.

References

Amundson R, Berhe AA, Hopmans JW, Olson C, Sztein AE, Sparks DL (2015). Soil and human security in the 21st century. Science 348(6235):1261071. https://doi.org/10.1126/science.1261071

Atanacković SB (1959). Phytogeographic Overview of the Ozren Amphitheater Basin and Its Immediate Surroundings. Collection of Papers of the SANU Geographical Institute “Jovan Cvijić”, Belgrade 16:121-148.

http://www.gi.sanu.ac.rs/media/gi/pdf/en/journal/016/gijc_zr_16_007_atanackovic.pdf

Bammou Y, Benzougagh B, Abdessalam O, Brahim I, Kader S, Spalevic V, Sestras P, Ercişli S (2024). Machine learning models for gully erosion susceptibility assessment in the Tensift catchment, Haouz plain, Morocco for sustainable development. Journal of African Earth Sciences 213:105229. https://doi.org/10.1016/j.jafrearsci.2024.105229

Barbier EB (2010). Poverty, development, and environment. Environment and Development Economics 15:635-660. https://doi.org/10.1017/S1355770X1000032X

Benavidez R, Jackson B, Maxwell D, Norton K (2018). A review of the (Revised) Universal Soil Loss Equation ((R)USLE): with a view to increasing its global applicability and improving soil loss estimates. Hydrology and Earth System Sciences 22(11):6059-6086. https://doi.org/10.5194/hess-22-6059-2018

Bhandari KP, & Damsawasdi, R (2014). Sensitivity analysis of soil erosion on impacts of land use landcover change in Phewa watershed. International Journal of Current Engineering and Technology 4(3):2075-2082. https://inpressco.com/wp-content/uploads/2014/06/Paper1712075-2082.pdf

Bryan BA, Gao L, Ye Y, Sun X, Connor JD, Crossman ND, … Hou X (2018). China’s response to a national land-system sustainability emergency. Nature: 559:193-204. https://doi.org/10.1038/s41586-018-0280-2

Büttner G (2014). CORINE land cover and land cover change products. In Land use and land cover mapping in Europe: practices & trends. Dordrecht: Springer Netherlands, pp 55-74. https://doi.org/10.1007/978-94-007-7969-3_5

Chalise D, Kumar L, Spalevic V, Skataric G (2019). Estimation of sediment yield and maximum outflow using the IntErO Model in the Sarada River Basin of Nepal. Water 11:952. https://doi.org/10.3390/w11050952

Costea A, Bilasco S, Irimus I-A, Rosca S, Vescan I, Fodorean I, Sestras P (2022). Evaluation of the risk induced by soil erosion on land use. Case study: Guruslău Depression. Sustainability 14(2):652. https://doi.org/10.3390/su14020652

da Silva RM, Santos CAG, Silva AM (2014). Predicting soil erosion and sediment yield in the Tapacurá catchment. Journal of Urban and Environmental Engineering 8:75-82. https://doi.org/10.4090/juee.2014.v8n1.075082

Dakić B. (1967). Sokobanja Basin: an economic-geographical study. Special Editions, Geographical Institute “Jovan Cvijić”, Vol 19, Belgrade.

Das A, Agrawal R, Mohan S (2015). Topographic correction of ALOS-PALSAR images using InSAR-derived DEM. Geocarto International 30(2):145-153. https://doi.org/10.1080/10106049.2014.883436

Dong H, Song Y, Chen L, Liu H, Fu X, Xie M (2022). Soil erosion and human activities over the last 60 years revealed by magnetism, particle size and minerals of check dams sediments on the Chinese Loess Plateau. Environmental Earth Sciences 81:162. https://doi.org/10.1007/s12665-022-10245-8

Dragičević N, Karleuša B, Ožanić N (2016). A review of the Gavrilović method (erosion potential method) application. Gradjevinar 68:715-725. https://doi.org/10.14256/JCE.1602.2016

Dragićević S, Milevski I (2010). Human impact on the landscape - Examples from Serbia and Macedonia. In: Zlatić (Ed). Global change - Challenges for soil management. Advances in Geoecology 41:298-309. Reiskirchen: Catena Verlag.

Efthimiou N, Lykoudi E, Karavitis C (2017). Comparative analysis of sediment yield estimations using different empirical soil erosion models. Hydrological Sciences Journal 62:2674-2694. https://doi.org/10.1080/02626667.2017.1404068

Ferreira V, Samora-Arvela A, Panagopoulos T (2016). Soil erosion vulnerability under scenarios of climate land-use changes after the development of a large reservoir in a semi-arid area. Journal of Environmental Planning and Management 59(7):1238-1256. https://doi.org/10.1080/09640568.2015.1066667

Gavrilovic S (1972). Engineering of Flash Floods and Erosion. Izgradnja. Beograd.

Gholami H, Jalali M, Rezaei M, Mohamadifar A, Song Y, Li Y, Wang Y, Niu B, Omidvar E, Kaskaoutis DG (2024). An explainable integrated machine learning model for mapping soil erosion by wind and water in a catchment with three desiccated lakes. Aeolian Research 67-69:100924. https://doi.org/10.1016/j.aeolia.2024.100924

Jovanović B (1979). Industrialization and economic policy in Yugoslavia. Cambridge University Press. https://www.cambridge.org/9780521153300

Keller B, Centeri C, Szabó JA, Szalai Z, Jakab G (2021). Comparison of the applicability of different soil erosion models to predict soil erodibility factor and event soil losses on loess slopes in Hungary. Water 13:3517. https://doi.org/10.3390/w13243517

Kostadinov S, Braunović S, Dragićević S, Zlatić M, Dragović N, Rakonjac N (2018). Effects of erosion control works: Case study – Grdelica Gorge, the South Morava River (Serbia). Water 10:1094. https://doi.org/10.3390/w10081094

Kostadinov S, Zlatić M, Dragićević S, Novković I, Košanin O, Borisavljević A, Lakićević M, Mladjan D (2014). Anthropogenic influence on erosion intensity changes in the Rasina river watershed-Central Serbia. Fresenius Environmental Bulletin 23(1a):254-263. https://www.prt-parlar.de/download_list/?c=FEB_2014

Kržič, A, Tošić, I, Djurdjević, V, Veljović, K, Rajković B (2011). Changes in climate indices for Serbia according to the SRES-A1B and SRES-A2 scenarios. Climate Research 49(1):73-86. https://doi.org/10.3354/cr01008

Lukić T, Lukić A, Basarin B, Ponjiger TM, Blagojević D, Mesaroš M, … Janićević S (2019). Rainfall erosivity and extreme precipitation in the Pannonian basin. Open Geosciences 11(1):664-681. https://doi.org/10.1515/geo-2019-0053

Lukić T, Micić Ponjiger T, Basarin B, Sakulski D, Gavrilov M, Marković S, … Petrović A (2021). Application of Angot precipitation index in the assessment of rainfall erosivity: Vojvodina Region case study (North Serbia). Acta Geographica Slovenica 61(2):123-53. https://doi.org/10.3986/ags.8754

Mandal D, Roy T (2024). Climate change impact on soil erosion and land degradation. In: Pathak H, Chatterjee D, Saha S, Das B (Eds). Climate Change Impacts on Soil-Plant-Atmosphere Continuum. Advances in Global Change Research, Singapore: Springer 2024. https://doi.org/10.1007/978-981-99-7935-6_5

Manojlović S, Antić M, Šantić D, Sibinović M, Carević I, Srejić T (2018). Anthropogenic impact on erosion intensity: Case study of rural areas of Pirot and Dimitrovgrad municipalities, Serbia. Sustainability 10(3):1-20. https://doi.org/10.3390/su10030826

Manojlović, S, Sibinović, M, Srejić, T, Novković, I, Milošević, MV, Gatarić, D, Carević, I, Batoćanin N (2022). Factors controlling the change of soil erosion intensity in mountain watersheds in Serbia. Frontiers in Environmental Science 10. https://doi.org/10.3389/fenvs.2022.8889

Marković ĐJ (1977). Relief of the Sokobanjska Moravica Basin. In: Proceedings, Geographical Institute “Jovan Cvijić”, vol. 29, Belgrade.

Marković R, Mudelsee M, Radaković MG, Radivojević AR, Schaetzl RJ, Basarin B, … Lukić T (2024). An index for snowmelt-induced landslide prediction for Zavoj Lake, Serbia. Atmosphere 15(3):256. https://doi.org/10.3390/atmos15030256

Micić Ponjiger T, Lukić T, Basarin B, Jokić M, Wilby RL, Pavić D, … Morar C (2021). Detailed analysis of spatial–temporal variability of rainfall erosivity and erosivity density in the Central and Southern Pannonian Basin. Sustainability 13(23):13355. https://doi.org/10.3390/su132313355

Micić Ponjiger T, Lukić T, Wilby RL, Marković SB, Valjarević A, Dragićević S, … Morar C (2023). Evaluation of rainfall erosivity in the Western Balkans by mapping and clustering ERA5 reanalysis data. Atmosphere 14(1):104. https://doi.org/10.3390/atmos14010104

Milanesi L, Pilotti M, Clerici A (2015). The application of the erosion potential method to Alpine areas: Methodological improvements and test case. In: Lollino G, Arattano M, Rinaldi M, Giustolisi O, Marechal JC, Grant G (Eds). Engineering Geology for Society and Territory - Volume 3. Cham: Springer, pp 347-50. https://doi.org/10.1007/978-3-319-09054-2_73

Milovanović B, Ducić V, Radovanović M, Milivojević M (2017). Climate regionalization of Serbia according to Köppen climate classification. Journal of the Geographical Institute Jovan Cvijić SASA 67(2):103-114. https://doi.org/10.2298/ijgi1702103m

Mišić V, Dinić A (2022). Relict forest vegetation in the Moravica Gorge near Sokobanja. In: Proceedings of the VI Symposium on the Flora of Southeast Serbia and Adjacent Areas; Sokobanja, Serbia.

Mohammadi M, Khaledi Darvishan AK, Spalevic V, Dudic B, Billi P (2021). Analysis of the impact of land use changes on soil erosion intensity and sediment yield using the IntErO Model in the Talar Watershed of Iran. Water 13:881. https://doi.org/10.3390/w13060881

Morgan RPC (2005). Soil Erosion and Conservation (3rd ed.). Blackwell Publishing.

Ouallali A, Aassoumi H, Moukhchane M, Moumou A, Houssni M, Spalevic V, Keesstra S (2020). Sediment mobilization study on Cretaceous, Tertiary and Quaternary lithological formations of an external Rif catchment, Morocco. Hydrological Sciences Journal 65:1568-1582. https://doi.org/10.1080/02626667.2020.1755435

Ouallali A, Kader S, Bammou Y, Aqnouy M, Courba S, Beroho M, Briak H, Spalevic V, Kuriqi A, Hysa A (2024). Assessment of the erosion and outflow intensity in the Rif Region under different land use and land cover scenarios. Land 13(2):141. https://doi.org/10.3390/land13020141

Panagos P, Ballabio C, Poesen J, Lugato E, Scarpa S, Montanarella L, Borrelli P (2020). A soil erosion indicator for supporting agricultural, environmental and climate policies in the European Union. Remote Sensing 12:1365. https://doi.org/10.3390/rs12091365

Pavlova-Traykova E, Dimitrov DP (2023). Soil erosion rates based on anatomical changes in exposed roots – case study from southwest Bulgaria. Silva Balcanica 24(3):27-33. https://doi.org/10.3897/silvabalcanica.24.e116223

Pavlova-Traykova E, Petrova K (2023). Soil loss assessment by applying IntErO model. Forest Science 24(3):41-46. https://naukazagorata.com/wp-content/uploads/2023/07/ng_59special_5.pdf

Pavlović M (2019). Geographic Regions of Serbia 2: Mountain-Basin-Valley Macroregion. Belgrade: Faculty of Geography, University of Belgrade; 2019. (In Serbian).

Perović, V, Kadović, R, Djurdjević, V, Braunović, S, Čakmak, D, Mitrović, M, Pavlović P (2019). Effects of changes in climate and land use on soil erosion: a case study of the Vranjska Valley, Serbia. Regional Environmental Change 19(4):1035-1046. https://doi.org/10.1007/s10113-018-1456-x

Petrović D, Petrović J (1997). Morphology and Hydrology of Karst. Textbook Publishing Institute, Belgrade.

Polovina S, Radić B, Ristić R, Milčanović V (2024). Application of remote sensing for identifying soil erosion processes on a regional scale: An innovative approach to enhance the erosion potential model. Remote Sensing 16:2390. https://doi.org/10.3390/rs16132390

Radice H (1976). Yugoslav Economic Development and Political Change: The Socialisation Controversy. Routledge.

Radivojević A, Filipović I, Dimitrijević L, Nikolić M (2010). Geographical basis of tourist development of the Sokobanja basin. Bulletin of the Serbian Geographical Society 90(3):111-25. https://glasniksgd.rs/index.php/home/article/view/319

Radivojević A (2008). Geografske promene u Sokobanjskoj kotlini i njihov uticaj na regionalni razvoj. [PhD dissertation]. Belgrade: Faculty of Geography, University of Belgrade; 2008. (In Serbian)

Rakićević T (1980). Climatic Regionalization of Serbia. In: Proceedings, Geographical Institute of the Faculty of Mathematics, University of Belgrade, vol. XXVII, Belgrade.

Salik AW (2019). The application of Universal Soil Loss Equation (USLE) for predicting the soil erosion: A review. Scientific Journal of Research in Natural Science Kabul University 2:234-242.

Sartori M, Philippidis G, Ferrari E, Borrelli P, Lugato E, Montanarella L, Panagos P (2019). A linkage between the biophysical and the economic: Assessing the global market impacts of soil erosion. Land Use Policy 86:299-312. https://doi.org/10.1016/j.landusepol.2019.05.014.

Sestras P, Mircea S, Cîmpeanu SM, Teodorescu R, Roșca S, Bilașco Ș, … Spalević V (2023). Soil erosion assessment using the intensity of erosion and outflow model by estimating sediment yield: Case study in river basins with different characteristics from Cluj County, Romania. Applied Sciences 13(16):9481. https://doi.org/10.3390/app13169481

Spalevic V (2011). Impact of land use on runoff and soil erosion in Polimlje. Ph.D. Thesis, Faculty of Agriculture, University of Belgrade, Serbia, pp 260.

Srejić T, Manojlović S, Sibinović M, Bajat B, Novković I, Milošević MV, Carević I, Todosijević M, Sedlak MG (2023). Agricultural land use changes as a driving force of soil erosion in the Velika Morava River Basin, Serbia. Agriculture 13(4):778. https://doi.org/10.3390/agriculture13040778.

Sučić Z (1953). Contribution to the knowledge of the geological constitution of the Ozren and Devica Mountains (Eastern Serbia). Geološki anali Balkanskoga poluostrva 21:77-123.

Tošić R, Lovrić N, Dragićević S (2019). Assessment of the impact of depopulation on soil erosion: Case study – Republika Srpska (Bosnia and Herzegovina). Carpathian Journal of Earth and Environmental Sciences 14(2):505-518. https://doi.org/10.26471/cjees/2019/014/099

Vujačić D, Milevski I, Mijanović D, Vujović F, Lukić T (2023). Initial results of comparative assessment of soil erosion intensity using the WIntErO model: A case study of Polimlje and Shirindareh drainage basins. Carpathian Journal of Earth and Environmental Sciences 18(2):385-404. https://doi.org/10.26471/cjees/2023/018/267

Wang B, Zeng Y, Li M, Chen D, Wang H, Wang Y, Ni L, Fang N (2022). Evaluation of the driving effects of socio-economic development on soil erosion from the perspective of prefecture-level. Frontiers in Environmental Science 10:1066889. https://doi.org/doi:10.3389/fenvs.2022.1066889.

Zorn M, Komac B (2009). Response of soil erosion to land use change with particular reference to the last 200 years (Julian Alps, Western Slovenia). Revista de Geomorfologie 11:39-47. https://revistadegeomorfologie.ro/geo/index.php/revista/issue/view/11/12

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2024-09-29

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MARKOVIĆ, R. S., RADIVOJEVIĆ, A. R., GOCIĆ, M., LUKIĆ, T., SPALEVIC, V., CERNANSKY, S., & DUDIC, B. (2024). Analysis of land use changes and soil erosion using the EPM-IntErO model in the Sokobanja Basin, Serbia. Notulae Botanicae Horti Agrobotanici Cluj-Napoca, 52(3), 14071. https://doi.org/10.15835/nbha52314071

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DOI: 10.15835/nbha52314071

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