Comparative Analysis of Multiple Hydrological Models in Assessing Climate Change Impacts on the Mille Watershed, Awash Basin, Ethiopia
As industrial and economic growth intensifies, greenhouse gases are released into the atmosphere, leading to a shift in global warming and climate change patterns. The Mille watershed faces significant challenges such as flooding, drought, irrigation, and water supply scarcity, as well as health iss...
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| Format: | Article |
| Language: | English |
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Wiley
2024-01-01
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| Series: | Applied and Environmental Soil Science |
| Online Access: | http://dx.doi.org/10.1155/2024/1439635 |
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| author | Asmare Belay Nigussie Mihiretie Ayana Dessalegn Worku Ayalew Gerawork Feleke Asnake Enawgaw Amognehegn Anteneh Yayeh Adamu Andualem Endalew Tewodrose Desale Meselaw Shankar Karuppannan |
| author_facet | Asmare Belay Nigussie Mihiretie Ayana Dessalegn Worku Ayalew Gerawork Feleke Asnake Enawgaw Amognehegn Anteneh Yayeh Adamu Andualem Endalew Tewodrose Desale Meselaw Shankar Karuppannan |
| author_sort | Asmare Belay Nigussie |
| collection | DOAJ |
| description | As industrial and economic growth intensifies, greenhouse gases are released into the atmosphere, leading to a shift in global warming and climate change patterns. The Mille watershed faces significant challenges such as flooding, drought, irrigation, and water supply scarcity, as well as health issues stemming from climate change within the community. Thus, this study aims to assess the impact of climate change on hydrology in the Mille River, Awash River Basin, Ethiopia, utilizing multiple hydrological and climate models. The study examines three global circulation models (MIROC-6, CMCC, and MRI) operating under two shared socioeconomic pathways emission scenarios (SSP2-4.5 and SSP5-8.5) for both mid-term (near future) (2041–2070) and long-term (far future) (2071–2100) periods. Precipitation and temperature scenarios data were obtained using the CMhyd Tool and then bias-corrected using various methods based on the base time period (1985–2014). The projected annual rainfall is expected to increase by 8.91-18.68% and 8.09-18.65%, while the average temperature is projected to increase by 1.08–3.04°C and 1.59–4.05°C in the 2050s (2041–2070) and 2080s (2071–2100), respectively. The SWAT model shows daily responses with NSE (Nash–Sutcliffe efficiency) values of 0.77 for calibration and 0.79 for validation, R2 (coefficient of determination) values of 0.80 for calibration and 0.81 for validation, and PBIAS (percent bias) values of −10.6 for calibration and −8.6 for validation. Similarly, the HBV model shows NSE values of 0.683 for calibration and 0.706 for validation, R2 values of 0.705 for calibration and 0.71 for validation, and PBIAS values of −4.25 for calibration and −6.669 for validation. The results indicate a decrease in average annual streamflow ranging from −5.95% to −39.29% for SWAT and from −12.28% to −35.04% for HBV in the near future (2050s) and Far future (2080s) compared to the base period (1985–2014). The significance of this study lies in its contribution to understanding climate-hydrology interactions in a vulnerable region, providing actionable insights for adaptation planning, policy formulation, and sustainable resource management in the face of climate change. Extreme high and low changes in flow were used to quantify this impact. Therefore, based on the observed trends of decreased streamflow volume, recommendations for the study area include the development of water sources such as microdams, ponds, and water wells, implementation of water harvesting techniques, improvement of land use and land cover practices, proper utilization and management of available discharge, drought assessment, and environmental impact assessment. These measures are crucial for mitigating the adverse effects of climate change and ensuring the resilience of the region’s water resources. |
| format | Article |
| id | doaj-art-df49bd207b5a454e830d4d4ce6d25e09 |
| institution | Kabale University |
| issn | 1687-7675 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Applied and Environmental Soil Science |
| spelling | doaj-art-df49bd207b5a454e830d4d4ce6d25e092025-02-03T12:01:38ZengWileyApplied and Environmental Soil Science1687-76752024-01-01202410.1155/2024/1439635Comparative Analysis of Multiple Hydrological Models in Assessing Climate Change Impacts on the Mille Watershed, Awash Basin, EthiopiaAsmare Belay Nigussie0Mihiretie Ayana1Dessalegn Worku Ayalew2Gerawork Feleke3Asnake Enawgaw Amognehegn4Anteneh Yayeh Adamu5Andualem Endalew6Tewodrose Desale Meselaw7Shankar Karuppannan8School of Civil and Water Resource Engineering & ArchitectureSchool of Civil and Water Resource Engineering & ArchitectureDepartment of Soil Resources and Watershed ManagementSchool of Civil and Water Resource Engineering & ArchitectureSchool of Civil and Water Resource Engineering & ArchitectureSchool of Civil and Water Resource Engineering & ArchitectureSchool of Civil and Water Resource Engineering & ArchitectureSchool of Civil and Water Resource Engineering & ArchitectureDepartment of Applied GeologyAs industrial and economic growth intensifies, greenhouse gases are released into the atmosphere, leading to a shift in global warming and climate change patterns. The Mille watershed faces significant challenges such as flooding, drought, irrigation, and water supply scarcity, as well as health issues stemming from climate change within the community. Thus, this study aims to assess the impact of climate change on hydrology in the Mille River, Awash River Basin, Ethiopia, utilizing multiple hydrological and climate models. The study examines three global circulation models (MIROC-6, CMCC, and MRI) operating under two shared socioeconomic pathways emission scenarios (SSP2-4.5 and SSP5-8.5) for both mid-term (near future) (2041–2070) and long-term (far future) (2071–2100) periods. Precipitation and temperature scenarios data were obtained using the CMhyd Tool and then bias-corrected using various methods based on the base time period (1985–2014). The projected annual rainfall is expected to increase by 8.91-18.68% and 8.09-18.65%, while the average temperature is projected to increase by 1.08–3.04°C and 1.59–4.05°C in the 2050s (2041–2070) and 2080s (2071–2100), respectively. The SWAT model shows daily responses with NSE (Nash–Sutcliffe efficiency) values of 0.77 for calibration and 0.79 for validation, R2 (coefficient of determination) values of 0.80 for calibration and 0.81 for validation, and PBIAS (percent bias) values of −10.6 for calibration and −8.6 for validation. Similarly, the HBV model shows NSE values of 0.683 for calibration and 0.706 for validation, R2 values of 0.705 for calibration and 0.71 for validation, and PBIAS values of −4.25 for calibration and −6.669 for validation. The results indicate a decrease in average annual streamflow ranging from −5.95% to −39.29% for SWAT and from −12.28% to −35.04% for HBV in the near future (2050s) and Far future (2080s) compared to the base period (1985–2014). The significance of this study lies in its contribution to understanding climate-hydrology interactions in a vulnerable region, providing actionable insights for adaptation planning, policy formulation, and sustainable resource management in the face of climate change. Extreme high and low changes in flow were used to quantify this impact. Therefore, based on the observed trends of decreased streamflow volume, recommendations for the study area include the development of water sources such as microdams, ponds, and water wells, implementation of water harvesting techniques, improvement of land use and land cover practices, proper utilization and management of available discharge, drought assessment, and environmental impact assessment. These measures are crucial for mitigating the adverse effects of climate change and ensuring the resilience of the region’s water resources.http://dx.doi.org/10.1155/2024/1439635 |
| spellingShingle | Asmare Belay Nigussie Mihiretie Ayana Dessalegn Worku Ayalew Gerawork Feleke Asnake Enawgaw Amognehegn Anteneh Yayeh Adamu Andualem Endalew Tewodrose Desale Meselaw Shankar Karuppannan Comparative Analysis of Multiple Hydrological Models in Assessing Climate Change Impacts on the Mille Watershed, Awash Basin, Ethiopia Applied and Environmental Soil Science |
| title | Comparative Analysis of Multiple Hydrological Models in Assessing Climate Change Impacts on the Mille Watershed, Awash Basin, Ethiopia |
| title_full | Comparative Analysis of Multiple Hydrological Models in Assessing Climate Change Impacts on the Mille Watershed, Awash Basin, Ethiopia |
| title_fullStr | Comparative Analysis of Multiple Hydrological Models in Assessing Climate Change Impacts on the Mille Watershed, Awash Basin, Ethiopia |
| title_full_unstemmed | Comparative Analysis of Multiple Hydrological Models in Assessing Climate Change Impacts on the Mille Watershed, Awash Basin, Ethiopia |
| title_short | Comparative Analysis of Multiple Hydrological Models in Assessing Climate Change Impacts on the Mille Watershed, Awash Basin, Ethiopia |
| title_sort | comparative analysis of multiple hydrological models in assessing climate change impacts on the mille watershed awash basin ethiopia |
| url | http://dx.doi.org/10.1155/2024/1439635 |
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