Assessing the Impacts of Climate Change on Hydrology of the Upper Reach of the Spree River: Germany
The aim of this study was to assess the potential impacts of future climate change on the hydrological response in the upper reach of the Spree River catchment using the Soil and Water Assessment Tool (SWAT). The model was calibrated for ten years (1997–2006) and validated with the data from four ye...
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description | The aim of this study was to assess the potential impacts of future climate change on the hydrological response in the upper reach of the Spree River catchment using the Soil and Water Assessment Tool (SWAT). The model was calibrated for ten years (1997–2006) and validated with the data from four years (2007–2010) using average monthly stream flow. The impact of future climate change on precipitation, temperature, evapotranspiration and stream flow was then investigated from two different downscaled climate models (CLM and WETTREG2010) under SRES A1B scenarios for two future periods (2021–2030 and 2041–2050). Besides that, sensitivity analysis was carried out with and without observations, to test robustness of the sensitivity algorithm used in the model. Results of the determination coefficient R² and Nasch-Sutcliff efficiency ENC were 0.81 and 0.80, respectively, during the calibration; 0.71 and 0.70, respectively, during the validation. Although some parameters were changed their sensitiveness ranking when the model run with observations, the SWAT model was, however, able to predict the top influential parameters without observations. According to 12 realizations from the two downscaled climate models, annual stream flow from 2021–2030 (2041–2050) is predicted to decrease by 39 % (43 %). This corresponds to an increase in annual evapotranspiration from 2021–2030 (2041–2050) of 36 % (38 %). The upper reach of the Spree River catchment will likely experience a significant decrease in stream flow due to the increasing in the evapotranspiration rates. This study could be of use for providing insight into the availability of future stream flow, and to provide a planning tool for this area. |
doi_str_mv | 10.1007/s11269-014-0675-2 |
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The model was calibrated for ten years (1997–2006) and validated with the data from four years (2007–2010) using average monthly stream flow. The impact of future climate change on precipitation, temperature, evapotranspiration and stream flow was then investigated from two different downscaled climate models (CLM and WETTREG2010) under SRES A1B scenarios for two future periods (2021–2030 and 2041–2050). Besides that, sensitivity analysis was carried out with and without observations, to test robustness of the sensitivity algorithm used in the model. Results of the determination coefficient R² and Nasch-Sutcliff efficiency ENC were 0.81 and 0.80, respectively, during the calibration; 0.71 and 0.70, respectively, during the validation. Although some parameters were changed their sensitiveness ranking when the model run with observations, the SWAT model was, however, able to predict the top influential parameters without observations. According to 12 realizations from the two downscaled climate models, annual stream flow from 2021–2030 (2041–2050) is predicted to decrease by 39 % (43 %). This corresponds to an increase in annual evapotranspiration from 2021–2030 (2041–2050) of 36 % (38 %). The upper reach of the Spree River catchment will likely experience a significant decrease in stream flow due to the increasing in the evapotranspiration rates. This study could be of use for providing insight into the availability of future stream flow, and to provide a planning tool for this area.</description><identifier>ISSN: 0920-4741</identifier><identifier>EISSN: 1573-1650</identifier><identifier>DOI: 10.1007/s11269-014-0675-2</identifier><identifier>CODEN: WRMAEJ</identifier><language>eng</language><publisher>Dordrecht: Springer-Verlag</publisher><subject>algorithms ; Atmospheric Sciences ; Calibration ; Civil Engineering ; Climate change ; Climate models ; Creeks & streams ; Earth and Environmental Science ; Earth Sciences ; Earth, ocean, space ; Environment ; Environmental impact ; Evapotranspiration ; Exact sciences and technology ; Freshwater ; Geotechnical Engineering & Applied Earth Sciences ; Greenhouse effect ; Hydrogeology ; Hydrologic models ; Hydrology ; Hydrology. Hydrogeology ; Hydrology/Water Resources ; Land use ; Mathematical models ; planning ; Precipitation ; River catchments ; Rivers ; Sensitivity analysis ; Soil and Water Assessment Tool model ; Stream discharge ; Stream flow ; Streams ; Studies ; temperature ; Water resources ; Water resources management ; watersheds</subject><ispartof>Water resources management, 2014-08, Vol.28 (10), p.2731-2749</ispartof><rights>Springer Science+Business Media Dordrecht 2014</rights><rights>2015 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c469t-c1f2b13f3d1f4f46112fd6e32397103728719f4b2f8f2ac1ba8e977b1cc604433</citedby><cites>FETCH-LOGICAL-c469t-c1f2b13f3d1f4f46112fd6e32397103728719f4b2f8f2ac1ba8e977b1cc604433</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11269-014-0675-2$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11269-014-0675-2$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=28575290$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Al-Mukhtar, Mustafa</creatorcontrib><creatorcontrib>Dunger, Volkmar</creatorcontrib><creatorcontrib>Merkel, Broder</creatorcontrib><title>Assessing the Impacts of Climate Change on Hydrology of the Upper Reach of the Spree River: Germany</title><title>Water resources management</title><addtitle>Water Resour Manage</addtitle><description>The aim of this study was to assess the potential impacts of future climate change on the hydrological response in the upper reach of the Spree River catchment using the Soil and Water Assessment Tool (SWAT). The model was calibrated for ten years (1997–2006) and validated with the data from four years (2007–2010) using average monthly stream flow. The impact of future climate change on precipitation, temperature, evapotranspiration and stream flow was then investigated from two different downscaled climate models (CLM and WETTREG2010) under SRES A1B scenarios for two future periods (2021–2030 and 2041–2050). Besides that, sensitivity analysis was carried out with and without observations, to test robustness of the sensitivity algorithm used in the model. Results of the determination coefficient R² and Nasch-Sutcliff efficiency ENC were 0.81 and 0.80, respectively, during the calibration; 0.71 and 0.70, respectively, during the validation. Although some parameters were changed their sensitiveness ranking when the model run with observations, the SWAT model was, however, able to predict the top influential parameters without observations. According to 12 realizations from the two downscaled climate models, annual stream flow from 2021–2030 (2041–2050) is predicted to decrease by 39 % (43 %). This corresponds to an increase in annual evapotranspiration from 2021–2030 (2041–2050) of 36 % (38 %). The upper reach of the Spree River catchment will likely experience a significant decrease in stream flow due to the increasing in the evapotranspiration rates. This study could be of use for providing insight into the availability of future stream flow, and to provide a planning tool for this area.</description><subject>algorithms</subject><subject>Atmospheric Sciences</subject><subject>Calibration</subject><subject>Civil Engineering</subject><subject>Climate change</subject><subject>Climate models</subject><subject>Creeks & streams</subject><subject>Earth and Environmental Science</subject><subject>Earth Sciences</subject><subject>Earth, ocean, space</subject><subject>Environment</subject><subject>Environmental impact</subject><subject>Evapotranspiration</subject><subject>Exact sciences and technology</subject><subject>Freshwater</subject><subject>Geotechnical Engineering & Applied Earth Sciences</subject><subject>Greenhouse effect</subject><subject>Hydrogeology</subject><subject>Hydrologic models</subject><subject>Hydrology</subject><subject>Hydrology. 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Manage</stitle><date>2014-08-01</date><risdate>2014</risdate><volume>28</volume><issue>10</issue><spage>2731</spage><epage>2749</epage><pages>2731-2749</pages><issn>0920-4741</issn><eissn>1573-1650</eissn><coden>WRMAEJ</coden><abstract>The aim of this study was to assess the potential impacts of future climate change on the hydrological response in the upper reach of the Spree River catchment using the Soil and Water Assessment Tool (SWAT). The model was calibrated for ten years (1997–2006) and validated with the data from four years (2007–2010) using average monthly stream flow. The impact of future climate change on precipitation, temperature, evapotranspiration and stream flow was then investigated from two different downscaled climate models (CLM and WETTREG2010) under SRES A1B scenarios for two future periods (2021–2030 and 2041–2050). Besides that, sensitivity analysis was carried out with and without observations, to test robustness of the sensitivity algorithm used in the model. Results of the determination coefficient R² and Nasch-Sutcliff efficiency ENC were 0.81 and 0.80, respectively, during the calibration; 0.71 and 0.70, respectively, during the validation. Although some parameters were changed their sensitiveness ranking when the model run with observations, the SWAT model was, however, able to predict the top influential parameters without observations. According to 12 realizations from the two downscaled climate models, annual stream flow from 2021–2030 (2041–2050) is predicted to decrease by 39 % (43 %). This corresponds to an increase in annual evapotranspiration from 2021–2030 (2041–2050) of 36 % (38 %). The upper reach of the Spree River catchment will likely experience a significant decrease in stream flow due to the increasing in the evapotranspiration rates. This study could be of use for providing insight into the availability of future stream flow, and to provide a planning tool for this area.</abstract><cop>Dordrecht</cop><pub>Springer-Verlag</pub><doi>10.1007/s11269-014-0675-2</doi><tpages>19</tpages></addata></record> |
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subjects | algorithms Atmospheric Sciences Calibration Civil Engineering Climate change Climate models Creeks & streams Earth and Environmental Science Earth Sciences Earth, ocean, space Environment Environmental impact Evapotranspiration Exact sciences and technology Freshwater Geotechnical Engineering & Applied Earth Sciences Greenhouse effect Hydrogeology Hydrologic models Hydrology Hydrology. Hydrogeology Hydrology/Water Resources Land use Mathematical models planning Precipitation River catchments Rivers Sensitivity analysis Soil and Water Assessment Tool model Stream discharge Stream flow Streams Studies temperature Water resources Water resources management watersheds |
title | Assessing the Impacts of Climate Change on Hydrology of the Upper Reach of the Spree River: Germany |
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