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...

Full description

Bibliographic Details
Main Authors: Javier Senent-Aparicio, Julio Pérez-Sánchez, Jesús Carrillo-García, Jesús Soto
Format: Article
Language:English
Published: MDPI AG 2017-02-01
Series:Water
Subjects:
Online Access:http://www.mdpi.com/2073-4441/9/2/149
id doaj-0206db7b5ddc48dbbe8ebaa7f23f405a
record_format Article
spelling 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
work_keys_str_mv AT javiersenentaparicio usingswatandfuzzytopsistoassesstheimpactofclimatechangeintheheadwatersofthesegurariverbasinsespain
AT julioperezsanchez usingswatandfuzzytopsistoassesstheimpactofclimatechangeintheheadwatersofthesegurariverbasinsespain
AT jesuscarrillogarcia usingswatandfuzzytopsistoassesstheimpactofclimatechangeintheheadwatersofthesegurariverbasinsespain
AT jesussoto usingswatandfuzzytopsistoassesstheimpactofclimatechangeintheheadwatersofthesegurariverbasinsespain
_version_ 1725518091565137920