Skip to main content

Advertisement

Log in

Modeling the impacts of land use–land cover changes on soil erosion and sediment yield in the Andassa watershed, upper Blue Nile basin, Ethiopia

  • Original Article
  • Published:
Environmental Earth Sciences Aims and scope Submit manuscript

Abstract

Understanding the impacts of land use–land cover (LULC) changes on soil erosion and sediment yield is necessary for watershed management planning purposes. This study was aimed at examining the impacts of LULC changes on soil erosion and sediment yield in the Andassa watershed during the past three decades and predicts the anticipated changes in the future. The hybrid land use classification technique for classifying time series Landsat images (1985–2015); the Cellular-Automata Markov (CA-Markov) model for prediction of the 2030 and 2045 LULC states; the Revised Universal Soil Loss Equation model for estimating the soil erosion rate; and the sediment delivery distributed model for sediment yield modeling were employed in the study. The different layers of the spatiotemporal changes on the LULC were used as the basis of analysis and the main factor for analyzing the changes in soil erosion and sediment yield over the period of analyses. The results showed that in the past three decades, cultivated land and built-up areas significantly increased while areas occupied by natural vegetation such as forest land, shrublands and grasslands dwindled at a rapid rate. The predicted results suggest continuation of the trend unless management interventions are made in the future. Consequently, the annual soil erosion rate has increased from 35.5 t ha−1 year−1 in 1985 to 55 t ha−1 year−1 in 2015, and sediment yield from 14.8 t ha−1 year−1 in 1985 to 22.1 t ha−1 year−1 in 2015. The model prediction suggests that the process of soil erosion and sediment yield from the watershed will continue to increase if the business as usual scenario of the land use is not changed in the next few decades. Despite the need for a planned use and management of the land resources in the watershed, the findings in this study also indicated a growing risk of sedimentation to power infrastructure in the upper Blue Nile basin.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1

(Adapted from Gashaw et al. 2017b, 2018)

Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

References

  • Addis HK, Klik A (2015) Predicting the spatial distribution of soil erodibility factor using USLE nomograph in an agricultural watershed, Ethiopia. Int Soil Water Conserv Res 3:282–290

    Google Scholar 

  • Ahmed AA, Ismail UHAE (2008) Sediment in the Nile River System. UNESCO International Hydrological Programme. International Sediment Initiative, p 93

  • Ali K, De Boer D (2010) Spatially distributed erosion and sediment yield modeling in the Upper Indus River basin. Water Resour Res. https://doi.org/10.1029/2009WR008762

    Article  Google Scholar 

  • Alexakis DD, Hadjimitsis DG, Agapiou A (2013) Integrated use of remote sensing, GIS and precipitation data for the assessment of soil erosion rate in the catchment area of “Yialias”in Cyprus. Atmos Res 131:108–124

    Google Scholar 

  • Alkharabsheh MM, Alexandridis TK, Bilas G, Misopolinos N, Silleos N (2013) Impact of land cover change on soil erosion hazard in northern Jordan using remote sensing and GIS. Procedia Environ Sci 19:912–921

    Google Scholar 

  • Amsalu T, Mengaw A (2014) GIS based soil loss estimation using RUSLE Model: the case of Jabi Tehinan Woreda, ANRS. Ethiopia. Nat Resour 05(11):616–626

    Google Scholar 

  • Arsanjani JJ, Kainz W, Mousivand AJ (2011) Tracking dynamic land-use change using spatially explicit Markov chain based on cellular automata: the case of Tehran. Int J Image Data Fusion 2:329–345

    Google Scholar 

  • Asres MT, Awulachew SB (2010) SWAT based runoff and sediment yield modeling: a case study of the Gumera watershed in the Blue Nile basin. Ecohydrol Hydrobiol 10(2–4):191–200

    Google Scholar 

  • Assegahegn MA, Zemadim B (2013) Erosion modeling in the upper Blue Nile basin: The case of Mizewa watershed in Ethiopia. In: Wolde M (ed). Rainwater management for resilient livelihoods in Ethiopia: Proceedings of the Nile Basin Development Challenge science meeting, Addis Ababa, 9–10 July 2013

  • Awulachew SB, McCartney M, Steenhuis TS, Ahmed AA (2008) A review of hydrology, sediment and water resource use in the Blue Nile basin. Colombo, Sri Lanka: International Water Management Institute. IWMI Working Paper 131, p 87

  • Ayana AB, Edossa DC, Kositsakulchai E (2012) Simulation of sediment yield using SWAT model in Fincha watershed, Ethiopia. Kasetsart J (Nat. Sci.) 46:283–297

    Google Scholar 

  • Batista PVG, Silva MLN, Silva BPC, Curi N, Bueno IT, Júnior FWA, Davies J, Quinton J (2017) Modelling spatially distributed soil losses and sediment yield in the upper Grande River Basin—Brazil. CATENA 157:139–150

    Google Scholar 

  • Beskow S, Mello CR, Norton LD, Curi N, Viola MR, Avanzi JC (2009) Soil erosion prediction in the Grande River basin, Brazil using distributed modeling. CATENA 79:49–59

    Google Scholar 

  • Bewket W, Teferi E (2009) Assessment of soil erosion hazard and prioritization for treatment at the watershed level: case study in the Chemoga watershed, Blue Nile basin, Ethiopia. Land Degrad Dev 20:609–622

    Google Scholar 

  • Bhattarai R, Dutta D (2007) Estimation of soil erosion and sediment yield using GIS at catchment scale. Water Resour Manage 21:1635–1647

    Google Scholar 

  • Blanco H, Lal R (2008) Principles of soil conservation and management. Springer Science+Business Media B.V, Berlin, p 240

    Google Scholar 

  • Brhane G, Mekonen K (2009) Estimating soil loss using Universal Soil Loss Equation (USLE) for soil conservation planning at Medego watershed, Northern Ethiopia. J Am Sci 5(1):58–69

    Google Scholar 

  • de Asis AM, Omasa K (2007) Estimation of vegetation parameter for modeling soil erosion using linear spectral mixture analysis of landsat ETM data. ISPRS J Photogramm Remote Sens 62:309–324

    Google Scholar 

  • Eastman J (2012) IDRISI Selva manual, version 17. Clark University, Worcester, p 322

    Google Scholar 

  • Easton ZM, Fuka DR, White ED, Collick AS, Ashagre BB, McCartney M, Awulachew SB, Ahmed AA, Steenhuis TS (2010) A multi basin SWAT model analysis of runoff and sedimentation in the Blue Nile, Ethiopia. Hydrol Earth Syst Sci 14:1827–1841

    Google Scholar 

  • EFAP (Ethiopian Forestry Action Program), (1993) Ethiopian forestry action program: the challenge for development, vol 2. Ministry of natural resources development and environmental protection, Addis Ababa

    Google Scholar 

  • FAO (1986) Ethiopian highlands reclamation study, Ethiopia. Final Report. FAO, Rome

    Google Scholar 

  • Fernandez C, Wu JQ, Mccool DK, Stockle CO (2003) Estimating water erosion and sediment yield with GIS, RUSLE and SEDD. J Soil Water Conserv 58:128–136

    Google Scholar 

  • Ferro V, Minacapilli M (1995) Sediment delivery processes at basin-scale. Hydrol Sci J 40:703–717

    Google Scholar 

  • Ferro V, Porto P (2000) Sediment delivery distributed (SEDD) model. J Hydrol Eng 5:411–422

    Google Scholar 

  • Fu G, Chen S, McCool DK (2006) Modeling the impacts of no-till practice on soil erosion and sediment yield with RUSLE, SEDD, and ArcView GIS. Soil Till Res 85:38–49

    Google Scholar 

  • Ganasri BP, Ramesh H (2016) Assessment of soil erosion by RUSLE model using remote sensing and GIS-a case study of Nethravathi Basin. Geosci Front 7(6):953–961

    Google Scholar 

  • Gashaw T, Tulu T, Argaw M (2017a) Erosion risk assessment for prioritization of conservation measures in Geleda watershed, Blue Nile Basin, Ethiopia. Environ Syst Res 6(1):1–14

    Google Scholar 

  • Gashaw T, Tulu T, Argaw M, Worqlul AW (2017b) Evaluation and prediction of land use/land cover changes in the Andassa watershed, Blue Nile Basin, Ethiopia. Environ Syst Res 6(17):1–15

    Google Scholar 

  • Gashaw T, Tulu T, Argaw M, Worqlul AW (2018) Modeling the hydrological impacts of land use/land cover changes in the Andassa watershed, Blue Nile basin, Ethiopia. Sci Total Environ 619–620:1394–1408

    Google Scholar 

  • Gebrehiwot SG, Bewket W, Gärdenäs AI, Bishop K (2014) Forest cover change over four decades in the Blue Nile basin, Ethiopia: comparison of three watersheds. Reg Environ Change 14:253–266

    Google Scholar 

  • Gebremicael TG, Mohamed YA, Betrie GD, van der Zaag P, Teferi E (2013) Trend analysis of runoff and sediment fluxes in the Upper Blue Nile basin: a combined analysis of statistical tests, physically-based models and land use maps. J Hydrol 482:57–68

    Google Scholar 

  • Gelagay HS, Minale AS (2016) Soil loss estimation using GIS and remote sensing techniques: a case of Koga watershed, Northwestern Ethiopia. Int Soil Water Conserv Res 4:126–136

    Google Scholar 

  • Girmay G, Singh BR, Nyssen J, Borrosen T (2009) Runoff and sediment-associated nutrient losses under different land uses in Tigray, Northern Ethiopia. J Hydrol 376:70–80

    Google Scholar 

  • Gyamfi C, Ndambuki JM, Salim RW (2016) Simulation of sediment yield in a semi-arid river basin under changing land use: an integrated approach of hydrologic modelling and principal component analysis. Sustainability 8:1133

    Google Scholar 

  • Haan CT, Barfiled BJ, Hayes JC (1994) Design hydrology and sedimentology for small catchments. Academic press, San Diego

    Google Scholar 

  • Haregeweyn N, Tsunekawa A, Poesen J, Tsubo M, Meshesha DT, Fenta AA, Nyssen J, Adgo E (2017) Comprehensive assessment of soil erosion risk for better land use planning in river basins: case study of the Upper Blue Nile River. Sci Total Environ 574:95–108

    Google Scholar 

  • Hellden U (1987) An assessment of woody biomass, community forests, land use and soil erosion in Ethiopia: a feasibility study on the use of remote sensing and GIS analysis for planning purposes in developing countries. Lund University Press, Lund

    Google Scholar 

  • Huang TCC, Lo KFA (2015) Effects of land use change on sediment and water yields in Yang Ming Shan National park, Taiwan. Environments 2:32–42

    Google Scholar 

  • Hurni H (1985) Erosion-productivity-conservation systems in Ethiopia. In: proceedings of paper presented at the 4th international conference on soil conservation, Maracay, Venezuela

  • Hurni H (1988) Degradation and conservation of the resources in the Ethiopian highlands. Mt Res Dev 8:123–130

    Google Scholar 

  • Hurni H (1993) Land degradation, famine, and land resource scenarios in Ethiopia. In: Pimentel D (ed) World soil erosion and conservation. Cambridge University Press, Cambridge, pp 27–62

    Google Scholar 

  • Hurni H, Tato K, Zeleke G (2005) The implications of changes in population, land use, and land management for surface runoff in the Upper Nile basin area of Ethiopia. Mt Res Dev 25(2):147–154

    Google Scholar 

  • Jain MK, Kothyari UC (2000) Estimation of soil erosion and sediment yield using GIS. Hydrol Sci J 45(5):771–786

    Google Scholar 

  • Karamage F, Zhang C, Ndayisaba F, Shao H, Kayiranga A, Fang X, Nahayo L, Nyesheja EM, Tian G (2016) Extent of cropland and related soil erosion risk in Rwanda. Sustainability 8:609

    Google Scholar 

  • Kayet N, Pathak K, Chakrabarty A, Sahoo S (2018) Evaluation of soil loss estimation using the RUSLE model and SCS-CN method in hillslope mining areas. Int Soil Water Conserv Res 6:31–42

    Google Scholar 

  • Labs Clark (2012) Idrisi Selva help system. Clark University, Worcester

    Google Scholar 

  • Lal R (1994) Water management in various crop production systems related to soil tillage. Soil Tillage Res 30:169–185

    Google Scholar 

  • McCool DK, Foster GR, Renard KG, Yoder DC, Weesies GA (1995) The revised universal soil loss equation. Department of Defense/Interagency workshop on Technologies to address soil erosion on Department of Defense Lands San Antonio, TX, June 11–15, 1995

  • Mekuriaw A (2017) Assessing the effectiveness of land resource management practices on erosion and vegetative cover using GIS and remote sensing techniques in Melaka watershed, Ethiopia. Environ Syst Res 6:16

    Google Scholar 

  • Meshesha DT, Tsunekawa A, Tsubo M, Haregeweyn N (2012) Dynamics and hotspots of soil erosion and management scenarios of the Central Rift Valley of Ethiopia. Int J Sed Res 27:84–99

    Google Scholar 

  • Moges DM, Bhat HG (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. Environ Earth Sci 76:765

    Google Scholar 

  • Monserud RA (1990) Methods for comparing global vegetation maps, Report WP-90-40. IIASA, Laxenburg

    Google Scholar 

  • Moore ID, Burch GJ (1986a) Physical basis of the length slope factor in the universal soil loss equation. Soil Sci Soc Am J 50(5):1294–1298

    Google Scholar 

  • Moore ID, Burch GJ (1986b) Modeling erosion and deposition. Topographic effects. ASAE 29(6):1624–1630

    Google Scholar 

  • Morgan RPC (2005) Soil erosion and conservation, 3rd edn. Blackwell Science, Oxford

    Google Scholar 

  • Nile Basin Capacity Building Network (NBCBN) (2005) Hydropower Development Research Center. Group 1: Small scale hydropower for rural development

  • Nyssen J, Poesen J, Moeyersons J, Haile M, Deckers J (2007) Dynamics of soil erosion rates and controlling factors in the northern Ethiopian highlands—towards a sediment budget. Earth Surf Process Landf. https://doi.org/10.1002/esp.1569

    Article  Google Scholar 

  • Oldeman LR, van Lynden GWJ, van Engelen VWP (1995) An international methodology for soil degradation assessment and for a soils and terrain digital database (SOTER). In: Paper presented at the regional workshop on assessment and monitoring of land degradation, Cairo, May 13–15, 1995

  • Pimentel D (2006) Soil erosion: a food and environmental treat. Environ Dev Sustain 8:119–137

    Google Scholar 

  • Pimentel D, Burgess M (2013) Soil erosion threatens food production. Agriculture 3:443–463

    Google Scholar 

  • Prasannakumar V, Vijith H, Abinod S, Geetha N (2012) Estimation of soil erosion risk within a small mountainous sub-watershed in Kerala, India, using Revised Universal Soil Loss Equation (RUSLE) and geo-information technology. Geosci Front 3(2):209–215

    Google Scholar 

  • Renard KG, Foster GR, Weesies GA, McCool DK, Yoder DC (1997) Predicting soil erosion by water: a guide to conservation planning with the Revised Universal Soil Loss Equation (RUSLE). United States Department of Agriculture, Handbook No. 703, p 404

  • Reusing M, Schneider T, Ammer U (2000) Modeling soil loss rates in the Ethiopian highlands by integration of high resolution MOMS-02/D2-stereo-data in a GIS. Int J Remote Sens 21(9):1885–1896

    Google Scholar 

  • SCRP (Soil Conservation Research Project) (1996) Soil erosion hazard assessment for land evaluation. Research Report, SCRP, Addis Ababa

  • Setegn SG, Srinivasan R, Dargahi B, Melesse AM (2009) Spatial delineation of soil erosion vulnerability in the Lake Tana basin. Hydrol Process, Ethiopia. https://doi.org/10.1002/hyp.7476

    Book  Google Scholar 

  • Setegn SG, Dargahi B, Srinivasan R, Melesse AM (2010) Modeling of sediment yield from Anjeni-Gauged watershed, Ethiopia using SWAT model. JAWRA 46(3):514–526

    Google Scholar 

  • Shahin MMA (1993) An overview of reservoir sedimentation in some African river basins. In: Proceedings of sediment problems: Strategies for monitoring, prediction and control. LAHS. 217:93–100

  • Sharma A, Tiwari KN, Bhadoria PBS (2011) Effect of land use land cover change on soil erosion potential in an agricultural watershed. Environ Monit Assess 173(1–4):789–801

    Google Scholar 

  • Shiferaw A (2011) Estimating soil loss rates for soil conservation planning in the Borena woreda of South Wollo highlands, Ethiopia. J Sustain Dev Afr 13(3):87–106

    Google Scholar 

  • Sisay A, Chalie N, Girmay Z, Takele G, Tolera A (2014) Landscape-scale soil erosion modeling and risk mapping of mountainous areas in eastern escarpment of Wondo Genet watershed, Ethiopia. Int Res J Agric Sci Soil Sci 4(6):107–116

    Google Scholar 

  • Sonneveld BGJS, Keyzer MA (2003) Land under pressure: soil conservation concerns and opportunities for Ethiopia. Land Degrad Dev 14:5–23

    Google Scholar 

  • Speth JG (1994) Towards an effective and operational international convention on desertification; International Convention on Desertification, Int. Negotiating Comm, United Nations: New York

  • Taddese G (2001) Land degradation: a challenge to Ethiopia. Environ Manag 27(6):815–824

    Google Scholar 

  • Tamene L, Adimassu Z, Aynekulu E, Yaekob T (2017) Estimating landscape susceptibility to soil erosion using a GIS-based approach in Northern Ethiopia. Int Soil Water Conserv Res 5:221–230

    Google Scholar 

  • Temesgen H, Nyssen J, Zenebe A, Haregeweyn N, Kindu M, Lemenih M, Haile M (2013) Ecological succession and land use changes in a lake retreat area (Main Ethiopian Rift Valley). J Arid Environ 91:53–60

    Google Scholar 

  • Wang SQ, Zheng XQ, Zang XB (2012) Accuracy assessments of land use change simulation based on Markov-Cellular Automata model. Procedia Environ Sci 13:1238–1245

    Google Scholar 

  • Welde K, Gebremariam B (2017) Effect of land use land cover dynamics on hydrological response of watershed: case study of Tekeze Dam watershed, northern Ethiopia. Int Soil Water Conserv Res 5:1–6

    Google Scholar 

  • Wischmeier WH, Smith DD (1978) Predicting rainfall erosion losses: a guide to conservation planning. United States Department of Agriculture, Handbook No. 537, p58

  • Wolancho KW (2012) Watershed management: an option to sustain Dam and Reservoir function in Ethiopia. J Environ Sci Technol 5(5):262–273

    Google Scholar 

  • Worku AD (2010) Land degradation mapping and erosion estimate in Gado sub-watershed using remote sensing and geographical information system. M.Sc Thesis. Addis Ababa University, p 81

  • Worku T, Khare D, Tripathi SK (2017) Modeling runoff-sediment response to land use/land cover changes using integrated GIS and SWAT model in the Beressa watershed. Environ Earth Sci 76:550

    Google Scholar 

  • Yan B, Fang NF, Zhang PC, Shi ZH (2013) Impacts of land use change on watershed streamflow and sediment yield: an assessment using hydrologic modeling and partial least squares regression. J Hydrol 484:26–37

    Google Scholar 

  • Yan R, Zhang X, Yan S, Chen H (2018) Estimating soil erosion response to land use/cover change in a catchment of the Loess Plateau, China. Int Soil Water Conserv Res 6:13–22

    Google Scholar 

  • Yihenew G, Yihenew B (2013) Costs of nutrient losses in priceless soils eroded from the highlands of Northwestern Ethiopia. J Agric Sci 5(7):1916–9752

    Google Scholar 

  • Yohannes F (2005) Soil erosion and sedimentation: The case of Lake Alemaya. In: proceedings of the second awareness creation workshop on wetlands in the Amhara Region, Ethiopia Wetlands and Natural Resources Association, Addis Ababa, pp 26–36

  • Zeleke G (2000) Landscape dynamics and soil erosion process modelling in the north-western Ethiopian highlands. PhD Thesis. Bern University, Bern

  • Zeleke G, Hurni H (2001) Implications of land use and land cover dynamics for mountain resource degradation in the northwestern Ethiopian highlands. Mt Res Dev 21(2):184–191

    Google Scholar 

  • Zerihun M, Mohammedyasin MS, Sewnet D, Adem AA, Lakew M (2018) Assessment of soil erosion using RUSLE, GIS and remote sensing in NW Ethiopia. Geoderma Reg 12:83–90

    Google Scholar 

Download references

Acknowledgements

This research was funded by the Center for Environmental Science, Addis Ababa University and Adigrat University. The GIS and hydrology data were obtained from the Ministry of Water, Irrigation and Electricity (MoWIE). The soil and climate data were provided by the Amhara National Regional State Bureau of Finance and Economic Development (ANRS BoFED) and the National Meteorological Agency (NMA), respectively. Agricultural Development Agents (ADAs) assisted field observations during the study. The authors would like to extend sincere thanks to the organizations and individuals who supported the study.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Temesgen Gashaw.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Gashaw, T., Tulu, T., Argaw, M. et al. Modeling the impacts of land use–land cover changes on soil erosion and sediment yield in the Andassa watershed, upper Blue Nile basin, Ethiopia. Environ Earth Sci 78, 679 (2019). https://doi.org/10.1007/s12665-019-8726-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12665-019-8726-x

Keywords

Navigation