Abstract
Sediment transport time series have shown a severe change in the suspended sediment load transported by the Velika Morava River (Republic of Serbia) during the last few decades. The research objectives of this study were to determine the suspended sediment trends, and to assess the impact of variations in precipitation and human activities on the suspended sediment load. The causes and timing of this severe decrease were analyzed, and the results show that there has been a significant sudden shift downwards for the suspended sediment load (p < 0.0001) during the research period. The change points for sediment load were very similar and the transition years all ranged between 1982 and 1984. The combined effects of precipitation and human activities are responsible for the decrease in the suspended sediment load, with human activity being the most active factor in the sediment regime changes. The contribution rate for human activities amounts to 87.7–91.9%, while precipitation explains 8.1–12.3% of the reduction in the suspended sediment load. The processes of deagrarization and depopulation had an influence on the sediment load decrease in the study area. The results of the spatial autocorrelation analysis of rural settlements showed that the reduction in sediment was due to the process of depopulation and the large reduction in the amount of arable land in rural areas and settlements. The changes in sediment regimes were also influenced by soil and water conservation programmes.
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References
Anselin L (1995) Local indicators of spatial association - LISA. Geogr Anal 27:93–115
Anselin L, Syabri I, Kho Y (2010) GeoDa: an introduction to spatial data analysis. In: Fischer MM, Getis A (eds) Handbook of applied spatial analysis. Springer, Berlin, pp 73–89
Anselin L (2005) Exploring spatial data with GeoDaTM: a workbook. https://www.geos.ed.ac.uk/~gisteac/fspat/geodaworkbook.pdf. Accessed 16 Aug 2020
Antić M, Šantić D, Kašanin-Grubin M, Malić A (2017) Sustainable rural development in Serbia – relationship between population dynamicss and environment. J Environ Prot Ecol 18(1):323–331
Asselman NEM (2000) Fitting and interpretation of sediment rating curves. J Hydrol 234(3–4):228–248
Bajat B, Blagojević D, Kilibarda M, Luković J, Tošić I (2015) Spatial analysis of the temperature trends in Serbia during the period 1961–2010. Theor Appl Climatol 121:289–301
Agriculture of Central Europe in the period of economic transformation. In: Bański J and Bednarek M (eds) Contemporary changes of agriculture in East-Central Europe, Rural studies. Institute of Geography and Spatial Organization Polish Academy of Sciences, Warsaw, pp 9–22
Boardman J, Poesen J, Evans R (2003) Socio-economic factors in soil erosion and conservation. Environ Sci Policy 6(1):1–6
Bobrovitskaya NN, Kokorev AV, Lemeshko NA (2003) Regional patterns in recent trends in sediment yelds of Eurasian and Siberian rivers. Glob Planet Change 39:127–146
De Vente J, Poesen J, Arabkhedri M, Verstraeten G (2007) The sediment delivery problem revisited. Prog Phys Geogr 31(2):155–178
Dragicević S, Filipović D, Kostadinov S, Ristić R, Novoković I, Zivković N, Andjelković G, Abolmasov B, Sećerov V, Djurdjić S (2011) Natural hazard assessment for land-use planning in Serbia. Int J Environ Res 5(2):371–380
Du M, Mu X, Zhao G, Gao P, Sun W (2021) Changes in runoff and sediment load and potential causes in the Malian River Basin on the Loess Plateau. Sustainability 13(443):1–15
Erskine WD, Mahmoudzadeh A, Myers C (2002) Land use effects on sediment yields and soil loss rates in small basins of Triassic sandstone near Sydney, NSW, Australia. Catena 49(4):271–287
Gajić A, Krunić N, Protić B (2021) Classification of rural areas in Serbia: framework and implications for spatial planning. Sustainability 13(4):1–15
Gao P, Zhang XC, Mu XM, Wang F, Li R, Zhang XP (2010) Trend and change-point analyses of streamflow and sedi-ment discharge in Yellow River mainstream during 1950–2005. Hydrol Sci J 55(2):275–285
Gao P, Mu XM, Wang F, Li R (2011) Changes in streamflow and sediment discharge and the response to human activities in the middle reaches of the Yellow River. Hydrol Earth Syst Sci 15:1–10
Gao ZL, Fu YL, Li YH, Liu JX, Chen N, Zhang XP (2012) Trends of streamflow, sediment load and their dynamic relation for the catchments in the middle reaches of the Yellow River over the past five decades. Hydrol Earth Syst Sci 16(9):3219–3231
Gao P, Geissen V, Ritsema CJ, Mu XM, Wang F (2013) Impact of climate change and anthropogenic activities on stream flow and sediment discharge in the Wei River basin, China. Hydrol Earth Syst Sci 17:961–972
Gao GY, Ma Y, Fu BJ (2016) Multi-temporal scale changes of streamflow and sediment load in a loess hilly watershed of China. Hydrol Process 30:365–382
Gao P, Deng J, Chai X, Mu XM, Zhao G, Shao H, Sun W (2017) Dynamic sediment discharge in the Hekou-Longmen region of Yellow River and soil and water conservation implications. Sci Total Environ 578:56–66
Gatarić D (2019) The daily urban system of the Knjazevac. In: Sibinović M, Stojadinović V, Popović Nikolić D (eds) Region of Knjazevac - potential, current state and prospects. National library Njegoš, Knjaževac, pp 78–85
Guo C, Jin Z, Guo L, Lu J, Ren S, Zhou Y (2020) On the cumulative dam impact in the upper Changjiang River: Streamflow and sediment load changes. CATENA 184(104250):1–13
Gusarov AV (2021) Land-use/-cover changes and their effect on soil erosion and river suspended sediment load in different landscape zones of European Russia during 1970–2017. Water 13(1631):1–30
Heimann D, Sparague LA, Blevins DW (2011) Trends in suspended[1]sediment loads and concentrations in the Mississippi River Basin, 1950–2009. National Water-Quality Assessment Program, Scientific Investigations Report 2011–5200. U.S. Geol Survey, Reston, pp 1–43
Iadanza C, Napolitano F (2006) Sediment transport time series in the Tiber River. Phys Chem Earth, Parts a/b/c 31(18):1212–1227
Jansson MB (1996) Estimating a sediment rating curve of the Reventazon river at Palomo using logged mean loads within discharge classes. J Hydrol 183:227–241
Jeftić M (2019) Functional urban region in spatial planning. University of Belgrade-Faculty of Geography, Belgrade (In Serbian)
Jordan P (2009) Development of rural space in post-communist Southeast Europe after 1989: a comparative analysis. Revija Za Geografijo - Geogr J 4(1):89–102
Kendall MG (1975) Kendall Rank Correlation Methods. Griffin, London
Kostadinov S (2007) Erosion and torrent control in Serbia: Hundred Years of Experiences. In: Kostadinov S, Bruk S, Walling D (eds) International Conference Erosion and Torrent Control as a Factor in Sustainable River Basin Management. University of Belgrade Faculty of Forestry, Belgrade, pp 1–14
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
Kostov P, Lingard J (2004) Subsistence agriculture in transition economies: its roles and determinants. J Agric Econ 55(3):565–579
Li Z, Xu X, Yu B, Xu C, Liu M, Wang K (2016) Quantifying the impacts of climate and human activities on water and sediment discharge in a karst region of southwest China. J Hydrol 542:836–849
Liquete C, Canals M, Ludwig W, Arnau P (2009) Sediment discharge of the rivers of Catalonia, NE Spain, and the influence of human impacts. J Hydrol 366(1–4):76–88
Lukić V (2013) Population Trends in Serbia and the Implications for Settlement System. Forum Geogr 12(1):67–74
Lukić V (2022) Migration and Mobility Paterns in Serbia. In: Manić E, Nikitović V, Djurović P (eds) The Geography of Serbia, Nature, People, Economy. Springer, Berlin, pp 157–168
Lukić S, Pantić D, BelanovićSimić S, Borota D, Tubić B, Djukić M, DjunisijevićBojović D (2015) Effects of black locust and black pine on extremely degraded sites 60 years after afforestation - a case study of the Grdelica Gorge (southeastern Serbia). iForest 9:235–243
Luković J, Bajat B, Blagojević D, Kilibarda M (2014) Spatial pattern of recent rainfall trends in Serbia (1961–2009). Reg Environ Change 14:1789–1799
Mann HB (1945) Nonparametric tests against trend. Econometrica 13(3):245–259
Manojlović S, Sibinović M, Srejić T, Hadud A, Sabri I (2021) Agriculture land use change and demographic change in response to decline suspended sediment in Južna Morava River Basin (Serbia). Sustainability 13(3130):1–20
Martinović M, Ratkaj I (2015) Sustainable rural development in serbia: towards a quantitative typology of rural areas. Carpathian J Earth Environ Sci 10(3):37–48
McDonagh J (2012) Rural geography I: Changing expectations and contradictions in the rural. Prog Hum Geogr 37(5):712–720
Memarian H, Balasundram SK, Talib JB, Sood AM, Abbaspour KC (2012) Trend analysis of water discharge and sediment load during the past three decades of development in the Langat basin, Malaysia. Hydrol Sci J 57(6):1207–1222
Meybeck M, Laroche L, Durr HH, Syvitski JPM (2003) Global variability of daily total suspended solids and their fluxes in rivers. Glob Planet Change 39:65–93
Milliman JD, Farnsworth KL (2013) River discharge to the coastal ocean: a global synthesis. Cambridge University Press, Cambridge
Milovanović B, Schuster P, Radovanović M, RistićVakanjac V, Schneider C (2017) Spatial and temporal variability of precipitation in Serbia for the period 1961–2010. Theor Appl Climatol 130:687–700
Morgan PC (1995) Soil erosion and conservation. John Wiley & Sons, New Jersey
Nikitović V, Bajat B, Blagojević D (2016) Spatial patterns of recent demographic trends in Serbia (1961–2010). Geografie 121(4):521–543
Nikitović V (2016) Demographic limits to sustainable development of mountain regions in Serbia. In: Zhelezov G (ed) Sustainable Development in Mountain Regions. Earth Sciences & Geography Publisher: Springer International Publishing, Berlin pp 241–251
O’Sullivan D, Unwin D (2010) Geographic information analysis. John Wiley & Sons, New Jersey
Panda DK, Kumar A, Mohanty S (2011) Recent trends in sediment load of the tropical (Peninsular) river basins of India. Glob Planet Change 75(3–4):108–118
Peng J, Chen S, Dong P (2010) Temporal variation of sediment load in the Yellow River basin, China, and its impacts on the lower reaches and the river delta. CATENA 83(2–3):135–147
Peters-Kümmerly BE (1973) Untersuchungen über Zusammensetzung und Transport von Schwebstoffen in einigen Schweizer Flüssen. Geogr Helv 28:137–151
Petković S (1995) Genesis and transport of sediments in the South Morava basin and the conditions of their usage. University of Belgrade-Faculty of Forestry, Belgrade
Pettitt AN (1979) A non-parametric approach to the change-point problem. J Appl Stat 28:126–135
Ristić R, Kostadinov S, Abolmasov B, Dragićević S, Trivan G, Radić B, Trifunović M, Radosavljević Z (2012) Torrential floods and town and country planning in Serbia. Nat Hazards Earth Syst Sci 12:23–35
Shi ZH, Huang XD, Ai L, Fang NF, Wu GL (2014) Quantitative analysis of factors controlling sediment yield in mountainous watersheds. Geomorphology 226:193–201
Sibinović M (2018) How Did Agricultural Patterns Change in Serbia After the Fall of Yugoslavia? The Geography Teacher 15(1):33–35
Sibinović M, Winkler A, Grčić M (2014) Agriculture in a transitional crisis period: crop production in the administrative region of Belgrade from 1991 to 2002. Mitt Osterr Geogr Ges 156:293–310
Sibinović M, Antić M, Šantić D, Ratkaj I (2016) Rural area of Knjaževac municipality – anthropogenic basis for development. Serbian Geographical Society, Belgrade, National library Njegoš, Knjaževac In Serbian
Statistical Office of the Republic of Serbia (2012) Agricultural land in the republic of Serbia and settlements of Serbia from 1961 to 2012. https://www.stat.gov.rs/. Accessed Jan 2020
Stojanović Ž (2022) Agriculture in Serbia. In: Manić E, Nikitović V, Djurović P (eds) The Geography of Serbia, Nature, People, Economy. Springer, Berlin, pp 199–206
Tian P, Mu X, Liu J, Hu J, Gu C (2016) Impacts of climate variability and human activities on the changes of runoff and sediment load in a catchment of the Loess Plateau, China. Adv Meteorol 3:1–15
Todorović M, Drobnjaković M (2010) Peripheral rural areas in Serbia – the result of unbalanced regional development. Geographica Timisiensis 19(2):207–219
Tomić D, Ševarlić M, Nikolić M (2010) State and perspectives of food security in world and Serbia. In: Tomić D, Ševarlić M (eds) Agrarian and Rural Policy in Serbia. Serbian association of agricultural economists, Belgrade pp 39–60
Tošić I, Unkašević M (2014) Analysis of wet and dry periods in Serbia. Int J Climatol 34:1357–1368
Vanmaercke M, Poesen J, Verstraeten G, De Vente J, Ocakoglu F (2011) Sediment Yield in Europe: spatial patterns and scale dependency. Geomorphology 130:142–161
Vericat D, Batalla RJ (2006) Sediment transport in a large impounded river: The lower Ebro, Neiberian Peninsula. Geomorphology 79(1–2):72–92
Vorosmarty CJ, Meybeck M, Fakete B, Sharma K, Green P, Syvitski JPM (2003) Anthropogenic sediment retention: major global impact from registered river impoundments. Glob Planet Change 39:169–190
Walling DE (1977) Assessing the accuracy of suspended sediment rating curves for a small basin. Water Resour Res 13(3):531–538
Walling DE (2006) Human impact on land–ocean sediment transfer by the world’s rivers. Geomorphology 79:192–216
Walling DE, Fang D (2003) Recent trends in the suspended sediment loads of the world’s rivers. Glob Planet Change 39:111–126
Wang HJ, Yang ZS, Saito Y, Liu JP, Sun XX, Wang Y (2007) Stepwise decreases of the Huanghe (Yellow River) sediment load (1950–2005): Impacts of climate change and human activities. Glob Planet Change 57(3–4):331–354
Wu J, Miao C, Zhang X, Yang T, Duan Q (2017) Detecting the quantitative hydrological response to changes in climate and human activities. Sci Total Environ 586:328–337
Yue XL, Mu XM, Zhao GJ, Shao HB, Gao P (2014) Dynamic changes of sediment load in the middle reaches of the Yellow River basin, China and implications for eco-restoration. Ecol Eng 73:64–72
Zhang S, Lu XX, Higgitt DL, Chen CA, Han J, Sun H (2008) Recent changes of water discharge and sediment load in the Zhujiang (Pearl River) Basin, China. Glob Planet Change 60:365–380
Zhang W, Mu S, Zhang Y, Chen K (2011) Temporal variation of suspended sediment load in the Pearl River due to human activities. Int J Sediment Res 26:487–497
Zhang J, Ding Z, Luo M (2017) Risk analysis of water scarcity in artificial woodlands of semi-arid and arid China. Land Use Policy 63:324–330
Zhang XF, Yan HC, Yue Y, Xu QX (2019) Quantifying natural and anthropogenic impacts on runoff and sediment load: An investigation on the middle and lower reaches of the Jinsha River Basin. J Hydrol Reg Stud 25:100617. https://doi.org/10.1016/j.ejrh.2019.100617
Zhao Y, Zou X, Liu Q, Yao Y, Li Y, Wu X, Wang C, Yu W, Wang T (2017) Assessing natural and anthropogenic influences on water discharge and sediment load in the Yangtze River, China. Sci Total Environ 607:920–932
Zhong X, Jiang X, Li L, Xu J, Xu H (2020) The Impact of Socio-Economic Factors on Sediment Load: A Case Study of the Yanhe River Watershed. Sustainability 12(6):1–18
Zhu YM, Lu XX, Zhou Y (2008) Sediment flux sensitivity to climate change: a case study in the Longchuanjiang catchment of the upper Yangtze River, China. Glob Planet Change 60:429–442
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This study was supported by the Serbian Ministry of Education, Science and Technological Development, projects: No. 200091 and No. 200092.
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Manojlović, S., Srejić, T., Sibinović, M. et al. Impact of precipitation and human activities on suspended sediment transport load in the Velika Morava River Basin (Serbia). Arab J Geosci 15, 1209 (2022). https://doi.org/10.1007/s12517-022-10475-x
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DOI: https://doi.org/10.1007/s12517-022-10475-x