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Erschienen in: Sustainable Water Resources Management 1/2024

01.02.2024 | Original Article

The impact of land use land cover change on hydropower potential in northern Ethiopia

verfasst von: Marg Mebrahte, Haddush Goitom, Bizuneh Asfaw Abebe, Berhane Grum, Ahmed Mohammed Degu, Haftu Yemane

Erschienen in: Sustainable Water Resources Management | Ausgabe 1/2024

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Abstract

Hydropower is the primary source of electric energy in Ethiopia. However, it is dependent on hydrology and sensitive to land use land cover (LULC) changes. However, little has been done to examine the potential impacts on hydropower from LULC changes. The objective of this study is to understand the impact of LULC change on hydropower potential of upper Geba catchment in northern Ethiopia. The LULC change analysis result revealed that croplands and urban areas significantly expanded from 49.5% and 0.9% in 2000 to 60.0% and 4.9% in 2018, respectively. In contrast, shrublands and grasslands constituted 39.7% and 8.2% in 2000 shriveled to 28.7% and 0.7% in 2018, respectively. Prediction of streamflow required for hydropower potential computation was performed with the Water and Energy Transfer between Soil, Plants, and Atmosphere (WetSpa) model. The WetSpa model performed very well for both the calibration period from 1997 to 2008 and validation periods from 2009 to 2014 with results in Nash–Sutcliffe coefficients (NSE) values of 0.86 and 0.80 and model confidence values of 0.82 and 0.76, respectively. The result indicated that the mean daily streamflow in 2018 has increased by 19% compared to that of 2000. Hence, the output is found applicable for the prediction of hydropower. The study evidenced that the hydropower potential of the upper Geba catchment has significantly increased between 2000 and 2018 at an average rate of 167.3 kW, 57.8 kW, and 20.5 kW per year for 50%, 75%, and 90% dependency levels, respectively. Hence, it can be concluded that the LULC change in the upper Geba catchment has significantly increased the hydropower potential. Hence, it is recommended that the planning and operation of hydropower plants in Ethiopia shall consider the impacts of the changing LULC.

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Literatur
Zurück zum Zitat Abebe M (2005) Hydropower development in Ethiopia vis-a-vis perspective regional power trade. In: Proceedings of the International Information System for the Agricultural Science and Technology (AGRIS '05), pp. 155–180 Abebe M (2005) Hydropower development in Ethiopia vis-a-vis perspective regional power trade. In: Proceedings of the International Information System for the Agricultural Science and Technology (AGRIS '05), pp. 155–180
Zurück zum Zitat Alemayehu F, Nurhussen T, Nyssen J, Girma A, Zenebe A, Behailu M, Deckers S, Poesen J (2009) The impacts of watershed management on land use and land cover dynamics in Eastern Tigray (Ethiopia). Resour Conserv Recycl 53(4):192–198CrossRef Alemayehu F, Nurhussen T, Nyssen J, Girma A, Zenebe A, Behailu M, Deckers S, Poesen J (2009) The impacts of watershed management on land use and land cover dynamics in Eastern Tigray (Ethiopia). Resour Conserv Recycl 53(4):192–198CrossRef
Zurück zum Zitat Alireza S, De Smedt F, Fekadu M (2009) WetSpa model application in the distributed model intercomparison project (DMIP2). J Hydrol 418–419:78–79 Alireza S, De Smedt F, Fekadu M (2009) WetSpa model application in the distributed model intercomparison project (DMIP2). J Hydrol 418–419:78–79
Zurück zum Zitat Amare S, Kao K (2012) Impacts of land use/cover dynamics of the gilgel abbay catchment of lake Tana on climate variability, Northwestern Ethiopia. Appl Geomat 3:155–163 Amare S, Kao K (2012) Impacts of land use/cover dynamics of the gilgel abbay catchment of lake Tana on climate variability, Northwestern Ethiopia. Appl Geomat 3:155–163
Zurück zum Zitat Arnold JG, Srinivasan R, Muttiah RR, Williams JR (1998) Large area hydrologic modeling and assessment. Part I: model development. J Am Water Resour Assoc 34(1):73–89CrossRef Arnold JG, Srinivasan R, Muttiah RR, Williams JR (1998) Large area hydrologic modeling and assessment. Part I: model development. J Am Water Resour Assoc 34(1):73–89CrossRef
Zurück zum Zitat Bahremand A, De Smedt F (2008) Distributed hydrological modeling and sensitivity analysis in Torysa Watershed. Slovakia Water Resour Manage 22:393–408CrossRef Bahremand A, De Smedt F (2008) Distributed hydrological modeling and sensitivity analysis in Torysa Watershed. Slovakia Water Resour Manage 22:393–408CrossRef
Zurück zum Zitat Bahremand A, De Smedt F, Corluy J, Liu YB, Poórová J, Velcická L, Kuniková E (2007) WetSpa model application for assessing reforestation impacts on floods by in Margecany-Hornad watershed. Slovakia Water Resour Manag 21:1376–1391 Bahremand A, De Smedt F, Corluy J, Liu YB, Poórová J, Velcická L, Kuniková E (2007) WetSpa model application for assessing reforestation impacts on floods by in Margecany-Hornad watershed. Slovakia Water Resour Manag 21:1376–1391
Zurück zum Zitat Bathurst JC, Ewen J, Parkin G, O’Connell PE, Cooper JD (2004) Validation of catchment models for predicting land-use and climate change impacts. 3. Blind validation for internal and outlet responses. J Hydrol 287(1–4):74–94CrossRef Bathurst JC, Ewen J, Parkin G, O’Connell PE, Cooper JD (2004) Validation of catchment models for predicting land-use and climate change impacts. 3. Blind validation for internal and outlet responses. J Hydrol 287(1–4):74–94CrossRef
Zurück zum Zitat Beven KJ, Kirkby MJ (1979) A physically based, variable contributing area model of basin hydrology. Hydrol Sci Bull 24(1):43–69CrossRef Beven KJ, Kirkby MJ (1979) A physically based, variable contributing area model of basin hydrology. Hydrol Sci Bull 24(1):43–69CrossRef
Zurück zum Zitat Calver A, Wood WL (1995) The institute of hydrology distributed model. In: Singh VP (ed) Computer models of watershed hydrology. Water Resources-Publications, Highlands Ranch, pp 595–626 Calver A, Wood WL (1995) The institute of hydrology distributed model. In: Singh VP (ed) Computer models of watershed hydrology. Water Resources-Publications, Highlands Ranch, pp 595–626
Zurück zum Zitat Casella G, Berger RL (1990) Statistical inference. Duxbury Press, Belmont Casella G, Berger RL (1990) Statistical inference. Duxbury Press, Belmont
Zurück zum Zitat Congalton RG, Green K (2009) Assessing the accuracy of remotely sensed data principles and practices, 2nd edn. CRC Press/Taylor & Francis, Boca Raton Congalton RG, Green K (2009) Assessing the accuracy of remotely sensed data principles and practices, 2nd edn. CRC Press/Taylor & Francis, Boca Raton
Zurück zum Zitat De Smedt F, Liu YB, Gebremeskel S (2000) Hydrological modeling on a catchment scale using GIS and remote sensed land use information. In: Brebbia CA (ed) Risk analysis II. WTI Press, Boston, pp 295–304 De Smedt F, Liu YB, Gebremeskel S (2000) Hydrological modeling on a catchment scale using GIS and remote sensed land use information. In: Brebbia CA (ed) Risk analysis II. WTI Press, Boston, pp 295–304
Zurück zum Zitat Doherty J, Johnston JM (2003) Methodologies for calibration and predictive analysis of a watershed model. J Am Water Resour Assoc 39(2):251–265CrossRef Doherty J, Johnston JM (2003) Methodologies for calibration and predictive analysis of a watershed model. J Am Water Resour Assoc 39(2):251–265CrossRef
Zurück zum Zitat Faouzi Y (2019) Hydropower forecast in Ethiopia using the HBV model. Division of Water Resources Engineering. Department of Building and Environmental Technology Lund University. pp. 1101–9824 Faouzi Y (2019) Hydropower forecast in Ethiopia using the HBV model. Division of Water Resources Engineering. Department of Building and Environmental Technology Lund University. pp. 1101–9824
Zurück zum Zitat Feoli E, Vuerich LG, Woldu Z (2002) Processes of environmental degradation and opportunities for rehabilitation in Adwa, Northern Ethiopia. Landsc Ecol 17(4):315–325CrossRef Feoli E, Vuerich LG, Woldu Z (2002) Processes of environmental degradation and opportunities for rehabilitation in Adwa, Northern Ethiopia. Landsc Ecol 17(4):315–325CrossRef
Zurück zum Zitat Goegebeur M, Pauwels VR (2007) Improvement of the PEST parameter estimation algorithm through extended Kalman filtering. J Hydrol 337:436–451CrossRef Goegebeur M, Pauwels VR (2007) Improvement of the PEST parameter estimation algorithm through extended Kalman filtering. J Hydrol 337:436–451CrossRef
Zurück zum Zitat Goitom, H., De Smedt, F., Gebreyohannes, T., Walraevens, K., Gebrehiwot, K., Bauer, H., Deckers, J. 2012 Modeling climate change impact in the Geba Basin, Ethiopia. In: International Conference on Environmental, Biomedical and Biotechnology, vol. 41. IACSIT Press, Singapore IPCBEE, pp. 240–244 Goitom, H., De Smedt, F., Gebreyohannes, T., Walraevens, K., Gebrehiwot, K., Bauer, H., Deckers, J. 2012 Modeling climate change impact in the Geba Basin, Ethiopia. In: International Conference on Environmental, Biomedical and Biotechnology, vol. 41. IACSIT Press, Singapore IPCBEE, pp. 240–244
Zurück zum Zitat Gupta HV, Sorooshian S, Yapo PO (1999) Status of automatic calibration for hydrologic models: comparison with multilevel expert calibration. J Hydrol Eng 4:135–143CrossRef Gupta HV, Sorooshian S, Yapo PO (1999) Status of automatic calibration for hydrologic models: comparison with multilevel expert calibration. J Hydrol Eng 4:135–143CrossRef
Zurück zum Zitat Hadgu KM (2008) Temporal and spatial changes in land use patterns and biodiversity in relation to farm productivity at multiple scales in Tigray, Ethiopia. PhD Thesis, Wageningen Universiteit, Wageningen Hadgu KM (2008) Temporal and spatial changes in land use patterns and biodiversity in relation to farm productivity at multiple scales in Tigray, Ethiopia. PhD Thesis, Wageningen Universiteit, Wageningen
Zurück zum Zitat Haregeweyna N, Fikadub G, Atsushi T, Tsuboa M, Meshesha DT (2012) The dynamics of urban expansion and its impacts on land use/land cover change and small-scale farmers living near the urban fringe: a case study of Bahir Dar, Ethiopia. Landsc Urban Plan 106:149–157CrossRef Haregeweyna N, Fikadub G, Atsushi T, Tsuboa M, Meshesha DT (2012) The dynamics of urban expansion and its impacts on land use/land cover change and small-scale farmers living near the urban fringe: a case study of Bahir Dar, Ethiopia. Landsc Urban Plan 106:149–157CrossRef
Zurück zum Zitat Hishe S, Bewket W, Nyssen J, Lyimo J (2020) Analysing past land use land cover change and CA-Markov-based future modelling in the Middle Suluh Valley, Northern Ethiopia. Geocarto Int 35(3):225–255ADSCrossRef Hishe S, Bewket W, Nyssen J, Lyimo J (2020) Analysing past land use land cover change and CA-Markov-based future modelling in the Middle Suluh Valley, Northern Ethiopia. Geocarto Int 35(3):225–255ADSCrossRef
Zurück zum Zitat Karakoyun Y, Yumurtaci Z, Dönmez AH (2016) Environmental flow assessment for energy generation sustainability employing different hydraulic evaluation methods: Cambasi hydropower plant case study in Turkey. Clean Technol Environ Policy 18(2):583e91CrossRef Karakoyun Y, Yumurtaci Z, Dönmez AH (2016) Environmental flow assessment for energy generation sustainability employing different hydraulic evaluation methods: Cambasi hydropower plant case study in Turkey. Clean Technol Environ Policy 18(2):583e91CrossRef
Zurück zum Zitat Lemenih M, Karltun E, Olsson M (2005) Soil organic matter dynamics after deforestation along a farm field chronosequence in southern highlands of Ethiopia. Agr Ecosyst Environ 109(1–2):9–19CrossRef Lemenih M, Karltun E, Olsson M (2005) Soil organic matter dynamics after deforestation along a farm field chronosequence in southern highlands of Ethiopia. Agr Ecosyst Environ 109(1–2):9–19CrossRef
Zurück zum Zitat Lindstrom G, Johansson B, Persson M, Gardelin M, Bergstrom S (1997) Development and test of the distributed HBV-96 hydrological model. J Hydrol 201:272–288CrossRef Lindstrom G, Johansson B, Persson M, Gardelin M, Bergstrom S (1997) Development and test of the distributed HBV-96 hydrological model. J Hydrol 201:272–288CrossRef
Zurück zum Zitat Liu YB, Gebremeskel S, De Smedt F, Hoffmann L, Pfister L (2003) A diffusive transport approach for flow routing in GIS-based flood modeling. J Hydrol 283:91–106CrossRef Liu YB, Gebremeskel S, De Smedt F, Hoffmann L, Pfister L (2003) A diffusive transport approach for flow routing in GIS-based flood modeling. J Hydrol 283:91–106CrossRef
Zurück zum Zitat Mahe G, Paturel JE, Servat E, Conway D, Dezetter A (2005) The impact of land-use change on soil water holding capacity and river flow modeling in the Nakambe River. Burkina-Faso J Hydrol 300:33–43ADSCrossRef Mahe G, Paturel JE, Servat E, Conway D, Dezetter A (2005) The impact of land-use change on soil water holding capacity and river flow modeling in the Nakambe River. Burkina-Faso J Hydrol 300:33–43ADSCrossRef
Zurück zum Zitat Meder K (2011) Application of environment assessment related to GIZ ECO micro-hydropower plants in the Sidama Zone/Ethiopia [M.S. thesis], Heidelberg University, Heidelberg, Germany Meder K (2011) Application of environment assessment related to GIZ ECO micro-hydropower plants in the Sidama Zone/Ethiopia [M.S. thesis], Heidelberg University, Heidelberg, Germany
Zurück zum Zitat Middleton N, Thomas DSG (1992) World Atlas of Desertification. United Nations Environment Program, Edward Arnold, London, UK, p. 69 Middleton N, Thomas DSG (1992) World Atlas of Desertification. United Nations Environment Program, Edward Arnold, London, UK, p. 69
Zurück zum Zitat Molina A, Govers G, Vanacker V, Poesen J, Zeelmaekers E, Cisneros F (2007) Runoff generation in a degraded Andean ecosystem: interaction of vegetation cover and land use. CATENA 71:357–370CrossRef Molina A, Govers G, Vanacker V, Poesen J, Zeelmaekers E, Cisneros F (2007) Runoff generation in a degraded Andean ecosystem: interaction of vegetation cover and land use. CATENA 71:357–370CrossRef
Zurück zum Zitat Molla MB (2014) Land use/land cover dynamics in the central Rift Valley region of Ethiopia: the case of arsi negele district. Acad J Environ Sci 2(5):74–88 Molla MB (2014) Land use/land cover dynamics in the central Rift Valley region of Ethiopia: the case of arsi negele district. Acad J Environ Sci 2(5):74–88
Zurück zum Zitat Moradkhani H, Sorooshian S (2008) General review of rainfall-runoff modeling: model calibration, data assimilation, and uncertainty analysis. In: Singh VP (ed) Hydrological modelling and the water cycle. Springer, Berlin, Heidelberg, p 291 Moradkhani H, Sorooshian S (2008) General review of rainfall-runoff modeling: model calibration, data assimilation, and uncertainty analysis. In: Singh VP (ed) Hydrological modelling and the water cycle. Springer, Berlin, Heidelberg, p 291
Zurück zum Zitat Moriasi DN, Gitau MW, Pai N, Daggupati P (2015) Hydrologic and water quality models: performance measures and evaluation criteria. Trans ASABE 58:1763–1785CrossRef Moriasi DN, Gitau MW, Pai N, Daggupati P (2015) Hydrologic and water quality models: performance measures and evaluation criteria. Trans ASABE 58:1763–1785CrossRef
Zurück zum Zitat Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models, Part 1. A Discussion of Principles J Hydrol 10:282–290 Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models, Part 1. A Discussion of Principles J Hydrol 10:282–290
Zurück zum Zitat Netherlands Engineering Consultants (NEDECO), (1997). Netherlands engineering consultants. Tekeze river basin integrated development master plan project. Federal Democratic Republic of Ethiopia, Ministry of Water Resources and Energy, Addis Ababa Netherlands Engineering Consultants (NEDECO), (1997). Netherlands engineering consultants. Tekeze river basin integrated development master plan project. Federal Democratic Republic of Ethiopia, Ministry of Water Resources and Energy, Addis Ababa
Zurück zum Zitat Nossent J, Bauwens W (2007) Comparing SWAT and WetSpa on the river grote Laak, Belgium. In: The Fourth International SWAT Conference. Institute for Water Education, Delft, the Netherlands, p. 9 Nossent J, Bauwens W (2007) Comparing SWAT and WetSpa on the river grote Laak, Belgium. In: The Fourth International SWAT Conference. Institute for Water Education, Delft, the Netherlands, p. 9
Zurück zum Zitat Nurmohamed R, Naipa S, De Smedt F (2006) Modeling hydrological response of the Upper Suriname river basin to climate change. J Spatial Hydrol 7(1):1–22 Nurmohamed R, Naipa S, De Smedt F (2006) Modeling hydrological response of the Upper Suriname river basin to climate change. J Spatial Hydrol 7(1):1–22
Zurück zum Zitat Nyssena J, Vandenreyken H, Poesen J, Moeyersons J, Deckers J, Haile M, Salles C, Govers G (2005) Rainfall erosivity and variability in the Northern Ethiopian Highlands. J Hydrol 311:172–187CrossRef Nyssena J, Vandenreyken H, Poesen J, Moeyersons J, Deckers J, Haile M, Salles C, Govers G (2005) Rainfall erosivity and variability in the Northern Ethiopian Highlands. J Hydrol 311:172–187CrossRef
Zurück zum Zitat Porretta-Brandyk L, Chormański J, Brandyk A, Okruszko T (2011) Automatic calibration of the WetSpa distributed hydrological model for small lowland catchments. In: Mirosław-Swiatek D, Okruszko T (eds) Modelling of hydrological processes in the Narew catchment. Springer, Berlin Heidelberg, pp 43–62CrossRef Porretta-Brandyk L, Chormański J, Brandyk A, Okruszko T (2011) Automatic calibration of the WetSpa distributed hydrological model for small lowland catchments. In: Mirosław-Swiatek D, Okruszko T (eds) Modelling of hydrological processes in the Narew catchment. Springer, Berlin Heidelberg, pp 43–62CrossRef
Zurück zum Zitat Refsgaard JC, Storm B (1995) Mike she. In: Singh VP (ed) Computer models of watershed hydrology. Water Resources Publications, Highlands Ranch, pp 809–846 Refsgaard JC, Storm B (1995) Mike she. In: Singh VP (ed) Computer models of watershed hydrology. Water Resources Publications, Highlands Ranch, pp 809–846
Zurück zum Zitat Shi PJ, Yuan Y, Zheng J, Wang JA, Ge Y, Qiu GY (2007) The effect of land use/cover change on surface runoff in Shenzhen region. China Catena 69(2007):31–35CrossRef Shi PJ, Yuan Y, Zheng J, Wang JA, Ge Y, Qiu GY (2007) The effect of land use/cover change on surface runoff in Shenzhen region. China Catena 69(2007):31–35CrossRef
Zurück zum Zitat Smakhtin VU (2001) Low flow hydrology: a review. J Hydrol 240(2001):147–186CrossRef Smakhtin VU (2001) Low flow hydrology: a review. J Hydrol 240(2001):147–186CrossRef
Zurück zum Zitat Wang Z, Batelaan O, De Smedt F (1997) A distributed model for water and energy transfer between soil, plants and atmosphere (WetSpa). Phys Chem Earth 21(1997):189–193ADS Wang Z, Batelaan O, De Smedt F (1997) A distributed model for water and energy transfer between soil, plants and atmosphere (WetSpa). Phys Chem Earth 21(1997):189–193ADS
Zurück zum Zitat Woldeamlak B (2002) Land cover dynamics since the 1950s in Chemoga watershed, Blue Nile basin, Ethiopia. Mt Res Dev 22(2002):263–269 Woldeamlak B (2002) Land cover dynamics since the 1950s in Chemoga watershed, Blue Nile basin, Ethiopia. Mt Res Dev 22(2002):263–269
Zurück zum Zitat 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):184–191CrossRef 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):184–191CrossRef
Metadaten
Titel
The impact of land use land cover change on hydropower potential in northern Ethiopia
verfasst von
Marg Mebrahte
Haddush Goitom
Bizuneh Asfaw Abebe
Berhane Grum
Ahmed Mohammed Degu
Haftu Yemane
Publikationsdatum
01.02.2024
Verlag
Springer International Publishing
Erschienen in
Sustainable Water Resources Management / Ausgabe 1/2024
Print ISSN: 2363-5037
Elektronische ISSN: 2363-5045
DOI
https://doi.org/10.1007/s40899-023-01014-x

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