Using SWAT and Fuzzy TOPSIS to Assess the Impact of Climate Change in the Headwaters of the Segura River Basin (SE Spain)
The Segura River Basin is one of the most water-stressed basins in Mediterranean Europe. If we add to the actual situation that most climate change projections forecast important decreases in water resource availability in the Mediterranean region, the situation will become totally unsustainable. Th...
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doaj-0206db7b5ddc48dbbe8ebaa7f23f405a2020-11-24T23:38:01ZengMDPI AGWater2073-44412017-02-019214910.3390/w9020149w9020149Using SWAT and Fuzzy TOPSIS to Assess the Impact of Climate Change in the Headwaters of the Segura River Basin (SE Spain)Javier Senent-Aparicio0Julio Pérez-Sánchez1Jesús Carrillo-García2Jesús Soto3Department of Civil Engineering, Catholic University of San Antonio, Campus de los Jerónimos s/n, 30107 Murcia, SpainDepartment of Civil Engineering, Catholic University of San Antonio, Campus de los Jerónimos s/n, 30107 Murcia, SpainDepartment of Civil Engineering, Catholic University of San Antonio, Campus de los Jerónimos s/n, 30107 Murcia, SpainDepartment of Civil Engineering, Catholic University of San Antonio, Campus de los Jerónimos s/n, 30107 Murcia, SpainThe Segura River Basin is one of the most water-stressed basins in Mediterranean Europe. If we add to the actual situation that most climate change projections forecast important decreases in water resource availability in the Mediterranean region, the situation will become totally unsustainable. This study assessed the impact of climate change in the headwaters of the Segura River Basin using the Soil and Water Assessment Tool (SWAT) with bias-corrected precipitation and temperature data from two Regional Climate Models (RCMs) for the medium term (2041–2070) and the long term (2071–2100) under two emission scenarios (RCP4.5 and RCP8.5). Bias correction was performed using the distribution mapping approach. The fuzzy TOPSIS technique was applied to rank a set of nine GCM–RCM combinations, choosing the climate models with a higher relative closeness. The study results show that the SWAT performed satisfactorily for both calibration (NSE = 0.80) and validation (NSE = 0.77) periods. Comparing the long-term and baseline (1971–2000) periods, precipitation showed a negative trend between 6% and 32%, whereas projected annual mean temperatures demonstrated an estimated increase of 1.5–3.3 °C. Water resources were estimated to experience a decrease of 2%–54%. These findings provide local water management authorities with very useful information in the face of climate change.http://www.mdpi.com/2073-4441/9/2/149water resourcesSWAT modelclimate changeSegura Basinfuzzy TOPSIS |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Javier Senent-Aparicio Julio Pérez-Sánchez Jesús Carrillo-García Jesús Soto |
spellingShingle |
Javier Senent-Aparicio Julio Pérez-Sánchez Jesús Carrillo-García Jesús Soto Using SWAT and Fuzzy TOPSIS to Assess the Impact of Climate Change in the Headwaters of the Segura River Basin (SE Spain) Water water resources SWAT model climate change Segura Basin fuzzy TOPSIS |
author_facet |
Javier Senent-Aparicio Julio Pérez-Sánchez Jesús Carrillo-García Jesús Soto |
author_sort |
Javier Senent-Aparicio |
title |
Using SWAT and Fuzzy TOPSIS to Assess the Impact of Climate Change in the Headwaters of the Segura River Basin (SE Spain) |
title_short |
Using SWAT and Fuzzy TOPSIS to Assess the Impact of Climate Change in the Headwaters of the Segura River Basin (SE Spain) |
title_full |
Using SWAT and Fuzzy TOPSIS to Assess the Impact of Climate Change in the Headwaters of the Segura River Basin (SE Spain) |
title_fullStr |
Using SWAT and Fuzzy TOPSIS to Assess the Impact of Climate Change in the Headwaters of the Segura River Basin (SE Spain) |
title_full_unstemmed |
Using SWAT and Fuzzy TOPSIS to Assess the Impact of Climate Change in the Headwaters of the Segura River Basin (SE Spain) |
title_sort |
using swat and fuzzy topsis to assess the impact of climate change in the headwaters of the segura river basin (se spain) |
publisher |
MDPI AG |
series |
Water |
issn |
2073-4441 |
publishDate |
2017-02-01 |
description |
The Segura River Basin is one of the most water-stressed basins in Mediterranean Europe. If we add to the actual situation that most climate change projections forecast important decreases in water resource availability in the Mediterranean region, the situation will become totally unsustainable. This study assessed the impact of climate change in the headwaters of the Segura River Basin using the Soil and Water Assessment Tool (SWAT) with bias-corrected precipitation and temperature data from two Regional Climate Models (RCMs) for the medium term (2041–2070) and the long term (2071–2100) under two emission scenarios (RCP4.5 and RCP8.5). Bias correction was performed using the distribution mapping approach. The fuzzy TOPSIS technique was applied to rank a set of nine GCM–RCM combinations, choosing the climate models with a higher relative closeness. The study results show that the SWAT performed satisfactorily for both calibration (NSE = 0.80) and validation (NSE = 0.77) periods. Comparing the long-term and baseline (1971–2000) periods, precipitation showed a negative trend between 6% and 32%, whereas projected annual mean temperatures demonstrated an estimated increase of 1.5–3.3 °C. Water resources were estimated to experience a decrease of 2%–54%. These findings provide local water management authorities with very useful information in the face of climate change. |
topic |
water resources SWAT model climate change Segura Basin fuzzy TOPSIS |
url |
http://www.mdpi.com/2073-4441/9/2/149 |
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