Loading…
Evaluating InVEST model for simulating annual and seasonal water yield in data-scarce regions of the Abbay (Upper Blue Nile) Basin: implications for water resource planners and managers
In developing countries, hydrological data is one of the limiting factors for evidence-based water resources planning and management. Thus, evaluating the performance of hydrological models that require relatively simple inputs is imperative for using them in the decision-making process. This study...
Saved in:
Published in: | Sustainable water resources management 2022-10, Vol.8 (5), Article 170 |
---|---|
Main Authors: | , , , , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c249t-9a1c2c4ee687120d47ac5c95433db2c92dbf8e6635c6ef07c0ba31ed1910a27d3 |
---|---|
cites | cdi_FETCH-LOGICAL-c249t-9a1c2c4ee687120d47ac5c95433db2c92dbf8e6635c6ef07c0ba31ed1910a27d3 |
container_end_page | |
container_issue | 5 |
container_start_page | |
container_title | Sustainable water resources management |
container_volume | 8 |
creator | Gashaw, Temesgen Worqlul, Abeyou W. Dile, Yihun T. Sahle, Mesfin Adem, Anwar A. Bantider, Amare Teixeira, Zara Alamirew, Tena Meshesha, Derege T. Bayable, Getachew |
description | In developing countries, hydrological data is one of the limiting factors for evidence-based water resources planning and management. Thus, evaluating the performance of hydrological models that require relatively simple inputs is imperative for using them in the decision-making process. This study aims to evaluate the performance of the Integrated Valuation of Ecosystem and Tradeoff (InVEST) models for simulating annual and seasonal water yields in data-scarce regions of the Abbay (Upper Blue Nile) Basin with a case study in the Gumara watershed. The input data required by the InVEST Water Yield and the InVEST Seasonal Water Yield models were prepared from primary and ancillary data sources. The two InVEST models were calibrated using the calibrated Soil and Water Assessment Tool (SWAT) model outputs, and NSE of 0.86 and 0.91, PBAIS of 2.5% and 20.8%, and RMSE of 16 mm and 7 mm were obtained for the InVEST Water Yield and Seasonal Water Yield models, respectively. The attained performance measures indicated that both models can be used for evidence-based water resources planning and management in data-scarce regions of the Upper Blue Nile Basin. However, due attention is needed for calibrating the models since they are sensitive to the calibrating parameters. |
doi_str_mv | 10.1007/s40899-022-00757-3 |
format | article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2721075170</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2721075170</sourcerecordid><originalsourceid>FETCH-LOGICAL-c249t-9a1c2c4ee687120d47ac5c95433db2c92dbf8e6635c6ef07c0ba31ed1910a27d3</originalsourceid><addsrcrecordid>eNp9UctO3DAUjSqQiig_0JWlbmCR4kcSj9kBmpaRECyAbq0b-2Zq5DjBTqjm0_p39ZCq7Lq6PvJ5-PoUxWdGvzJK5Xmq6EqpknJeZljLUnwojrhoRFnTqj74dxbyY3GS0jOllNWrRkl1VPxev4KfYXJhSzbhx_rhkfSDRU-6IZLk-tkvdxDCDD4PSxJCGkIGv2DCSHYOvSUuEAsTlMlANEgibt0QEhk6Mv1Ectm2sCOnT-OYBVd-RnLnPJ6RK0guXBDXj96ZHLSX7IMX54hpmPduo8_xGNNbfA8Bthl8Kg478AlP_s7j4unb-vH6pry9_765vrwtDa_UVCpghpsKsVlJxqmtJJjaqLoSwrbcKG7bboVNI2rTYEeloS0IhpYpRoFLK46LL4vvGIeXGdOkn_Or8v5Jc8lZ_nAmaWbxhWXikFLETo_R9RB3mlG9b0kvLenckn5rSYssEosoZXLIS71b_0f1B27nl9o</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2721075170</pqid></control><display><type>article</type><title>Evaluating InVEST model for simulating annual and seasonal water yield in data-scarce regions of the Abbay (Upper Blue Nile) Basin: implications for water resource planners and managers</title><source>Springer Nature</source><creator>Gashaw, Temesgen ; Worqlul, Abeyou W. ; Dile, Yihun T. ; Sahle, Mesfin ; Adem, Anwar A. ; Bantider, Amare ; Teixeira, Zara ; Alamirew, Tena ; Meshesha, Derege T. ; Bayable, Getachew</creator><creatorcontrib>Gashaw, Temesgen ; Worqlul, Abeyou W. ; Dile, Yihun T. ; Sahle, Mesfin ; Adem, Anwar A. ; Bantider, Amare ; Teixeira, Zara ; Alamirew, Tena ; Meshesha, Derege T. ; Bayable, Getachew</creatorcontrib><description>In developing countries, hydrological data is one of the limiting factors for evidence-based water resources planning and management. Thus, evaluating the performance of hydrological models that require relatively simple inputs is imperative for using them in the decision-making process. This study aims to evaluate the performance of the Integrated Valuation of Ecosystem and Tradeoff (InVEST) models for simulating annual and seasonal water yields in data-scarce regions of the Abbay (Upper Blue Nile) Basin with a case study in the Gumara watershed. The input data required by the InVEST Water Yield and the InVEST Seasonal Water Yield models were prepared from primary and ancillary data sources. The two InVEST models were calibrated using the calibrated Soil and Water Assessment Tool (SWAT) model outputs, and NSE of 0.86 and 0.91, PBAIS of 2.5% and 20.8%, and RMSE of 16 mm and 7 mm were obtained for the InVEST Water Yield and Seasonal Water Yield models, respectively. The attained performance measures indicated that both models can be used for evidence-based water resources planning and management in data-scarce regions of the Upper Blue Nile Basin. However, due attention is needed for calibrating the models since they are sensitive to the calibrating parameters.</description><identifier>ISSN: 2363-5037</identifier><identifier>EISSN: 2363-5045</identifier><identifier>DOI: 10.1007/s40899-022-00757-3</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Calibration ; Decision making ; Developing countries ; Development Economics ; Earth and Environmental Science ; Earth Sciences ; Environment models ; Hydrogeology ; Hydrologic data ; Hydrologic models ; Hydrology ; Hydrology/Water Resources ; LDCs ; Limiting factors ; Original Article ; Parameter sensitivity ; Performance evaluation ; Soil water ; Sustainable Development ; Water Policy/Water Governance/Water Management ; Water resources ; Water yield ; Watersheds</subject><ispartof>Sustainable water resources management, 2022-10, Vol.8 (5), Article 170</ispartof><rights>The Author(s), under exclusive licence to Springer Nature Switzerland AG 2022. Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c249t-9a1c2c4ee687120d47ac5c95433db2c92dbf8e6635c6ef07c0ba31ed1910a27d3</citedby><cites>FETCH-LOGICAL-c249t-9a1c2c4ee687120d47ac5c95433db2c92dbf8e6635c6ef07c0ba31ed1910a27d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Gashaw, Temesgen</creatorcontrib><creatorcontrib>Worqlul, Abeyou W.</creatorcontrib><creatorcontrib>Dile, Yihun T.</creatorcontrib><creatorcontrib>Sahle, Mesfin</creatorcontrib><creatorcontrib>Adem, Anwar A.</creatorcontrib><creatorcontrib>Bantider, Amare</creatorcontrib><creatorcontrib>Teixeira, Zara</creatorcontrib><creatorcontrib>Alamirew, Tena</creatorcontrib><creatorcontrib>Meshesha, Derege T.</creatorcontrib><creatorcontrib>Bayable, Getachew</creatorcontrib><title>Evaluating InVEST model for simulating annual and seasonal water yield in data-scarce regions of the Abbay (Upper Blue Nile) Basin: implications for water resource planners and managers</title><title>Sustainable water resources management</title><addtitle>Sustain. Water Resour. Manag</addtitle><description>In developing countries, hydrological data is one of the limiting factors for evidence-based water resources planning and management. Thus, evaluating the performance of hydrological models that require relatively simple inputs is imperative for using them in the decision-making process. This study aims to evaluate the performance of the Integrated Valuation of Ecosystem and Tradeoff (InVEST) models for simulating annual and seasonal water yields in data-scarce regions of the Abbay (Upper Blue Nile) Basin with a case study in the Gumara watershed. The input data required by the InVEST Water Yield and the InVEST Seasonal Water Yield models were prepared from primary and ancillary data sources. The two InVEST models were calibrated using the calibrated Soil and Water Assessment Tool (SWAT) model outputs, and NSE of 0.86 and 0.91, PBAIS of 2.5% and 20.8%, and RMSE of 16 mm and 7 mm were obtained for the InVEST Water Yield and Seasonal Water Yield models, respectively. The attained performance measures indicated that both models can be used for evidence-based water resources planning and management in data-scarce regions of the Upper Blue Nile Basin. However, due attention is needed for calibrating the models since they are sensitive to the calibrating parameters.</description><subject>Calibration</subject><subject>Decision making</subject><subject>Developing countries</subject><subject>Development Economics</subject><subject>Earth and Environmental Science</subject><subject>Earth Sciences</subject><subject>Environment models</subject><subject>Hydrogeology</subject><subject>Hydrologic data</subject><subject>Hydrologic models</subject><subject>Hydrology</subject><subject>Hydrology/Water Resources</subject><subject>LDCs</subject><subject>Limiting factors</subject><subject>Original Article</subject><subject>Parameter sensitivity</subject><subject>Performance evaluation</subject><subject>Soil water</subject><subject>Sustainable Development</subject><subject>Water Policy/Water Governance/Water Management</subject><subject>Water resources</subject><subject>Water yield</subject><subject>Watersheds</subject><issn>2363-5037</issn><issn>2363-5045</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9UctO3DAUjSqQiig_0JWlbmCR4kcSj9kBmpaRECyAbq0b-2Zq5DjBTqjm0_p39ZCq7Lq6PvJ5-PoUxWdGvzJK5Xmq6EqpknJeZljLUnwojrhoRFnTqj74dxbyY3GS0jOllNWrRkl1VPxev4KfYXJhSzbhx_rhkfSDRU-6IZLk-tkvdxDCDD4PSxJCGkIGv2DCSHYOvSUuEAsTlMlANEgibt0QEhk6Mv1Ectm2sCOnT-OYBVd-RnLnPJ6RK0guXBDXj96ZHLSX7IMX54hpmPduo8_xGNNbfA8Bthl8Kg478AlP_s7j4unb-vH6pry9_765vrwtDa_UVCpghpsKsVlJxqmtJJjaqLoSwrbcKG7bboVNI2rTYEeloS0IhpYpRoFLK46LL4vvGIeXGdOkn_Or8v5Jc8lZ_nAmaWbxhWXikFLETo_R9RB3mlG9b0kvLenckn5rSYssEosoZXLIS71b_0f1B27nl9o</recordid><startdate>20221001</startdate><enddate>20221001</enddate><creator>Gashaw, Temesgen</creator><creator>Worqlul, Abeyou W.</creator><creator>Dile, Yihun T.</creator><creator>Sahle, Mesfin</creator><creator>Adem, Anwar A.</creator><creator>Bantider, Amare</creator><creator>Teixeira, Zara</creator><creator>Alamirew, Tena</creator><creator>Meshesha, Derege T.</creator><creator>Bayable, Getachew</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7UA</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>GNUQQ</scope><scope>H96</scope><scope>H97</scope><scope>HCIFZ</scope><scope>L.G</scope><scope>PATMY</scope><scope>PCBAR</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope></search><sort><creationdate>20221001</creationdate><title>Evaluating InVEST model for simulating annual and seasonal water yield in data-scarce regions of the Abbay (Upper Blue Nile) Basin: implications for water resource planners and managers</title><author>Gashaw, Temesgen ; Worqlul, Abeyou W. ; Dile, Yihun T. ; Sahle, Mesfin ; Adem, Anwar A. ; Bantider, Amare ; Teixeira, Zara ; Alamirew, Tena ; Meshesha, Derege T. ; Bayable, Getachew</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c249t-9a1c2c4ee687120d47ac5c95433db2c92dbf8e6635c6ef07c0ba31ed1910a27d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Calibration</topic><topic>Decision making</topic><topic>Developing countries</topic><topic>Development Economics</topic><topic>Earth and Environmental Science</topic><topic>Earth Sciences</topic><topic>Environment models</topic><topic>Hydrogeology</topic><topic>Hydrologic data</topic><topic>Hydrologic models</topic><topic>Hydrology</topic><topic>Hydrology/Water Resources</topic><topic>LDCs</topic><topic>Limiting factors</topic><topic>Original Article</topic><topic>Parameter sensitivity</topic><topic>Performance evaluation</topic><topic>Soil water</topic><topic>Sustainable Development</topic><topic>Water Policy/Water Governance/Water Management</topic><topic>Water resources</topic><topic>Water yield</topic><topic>Watersheds</topic><toplevel>online_resources</toplevel><creatorcontrib>Gashaw, Temesgen</creatorcontrib><creatorcontrib>Worqlul, Abeyou W.</creatorcontrib><creatorcontrib>Dile, Yihun T.</creatorcontrib><creatorcontrib>Sahle, Mesfin</creatorcontrib><creatorcontrib>Adem, Anwar A.</creatorcontrib><creatorcontrib>Bantider, Amare</creatorcontrib><creatorcontrib>Teixeira, Zara</creatorcontrib><creatorcontrib>Alamirew, Tena</creatorcontrib><creatorcontrib>Meshesha, Derege T.</creatorcontrib><creatorcontrib>Bayable, Getachew</creatorcontrib><collection>CrossRef</collection><collection>Aqualine</collection><collection>Water Resources Abstracts</collection><collection>ProQuest Central</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>Earth, Atmospheric & Aquatic Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>ProQuest Central Student</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 3: Aquatic Pollution & Environmental Quality</collection><collection>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><collection>Environmental Science Database</collection><collection>Earth, Atmospheric & Aquatic Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Environmental Science Collection</collection><jtitle>Sustainable water resources management</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gashaw, Temesgen</au><au>Worqlul, Abeyou W.</au><au>Dile, Yihun T.</au><au>Sahle, Mesfin</au><au>Adem, Anwar A.</au><au>Bantider, Amare</au><au>Teixeira, Zara</au><au>Alamirew, Tena</au><au>Meshesha, Derege T.</au><au>Bayable, Getachew</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluating InVEST model for simulating annual and seasonal water yield in data-scarce regions of the Abbay (Upper Blue Nile) Basin: implications for water resource planners and managers</atitle><jtitle>Sustainable water resources management</jtitle><stitle>Sustain. Water Resour. Manag</stitle><date>2022-10-01</date><risdate>2022</risdate><volume>8</volume><issue>5</issue><artnum>170</artnum><issn>2363-5037</issn><eissn>2363-5045</eissn><abstract>In developing countries, hydrological data is one of the limiting factors for evidence-based water resources planning and management. Thus, evaluating the performance of hydrological models that require relatively simple inputs is imperative for using them in the decision-making process. This study aims to evaluate the performance of the Integrated Valuation of Ecosystem and Tradeoff (InVEST) models for simulating annual and seasonal water yields in data-scarce regions of the Abbay (Upper Blue Nile) Basin with a case study in the Gumara watershed. The input data required by the InVEST Water Yield and the InVEST Seasonal Water Yield models were prepared from primary and ancillary data sources. The two InVEST models were calibrated using the calibrated Soil and Water Assessment Tool (SWAT) model outputs, and NSE of 0.86 and 0.91, PBAIS of 2.5% and 20.8%, and RMSE of 16 mm and 7 mm were obtained for the InVEST Water Yield and Seasonal Water Yield models, respectively. The attained performance measures indicated that both models can be used for evidence-based water resources planning and management in data-scarce regions of the Upper Blue Nile Basin. However, due attention is needed for calibrating the models since they are sensitive to the calibrating parameters.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><doi>10.1007/s40899-022-00757-3</doi></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2363-5037 |
ispartof | Sustainable water resources management, 2022-10, Vol.8 (5), Article 170 |
issn | 2363-5037 2363-5045 |
language | eng |
recordid | cdi_proquest_journals_2721075170 |
source | Springer Nature |
subjects | Calibration Decision making Developing countries Development Economics Earth and Environmental Science Earth Sciences Environment models Hydrogeology Hydrologic data Hydrologic models Hydrology Hydrology/Water Resources LDCs Limiting factors Original Article Parameter sensitivity Performance evaluation Soil water Sustainable Development Water Policy/Water Governance/Water Management Water resources Water yield Watersheds |
title | Evaluating InVEST model for simulating annual and seasonal water yield in data-scarce regions of the Abbay (Upper Blue Nile) Basin: implications for water resource planners and managers |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-26T10%3A59%3A11IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Evaluating%20InVEST%20model%20for%20simulating%20annual%20and%20seasonal%20water%20yield%20in%20data-scarce%20regions%20of%20the%20Abbay%20(Upper%20Blue%20Nile)%20Basin:%20implications%20for%20water%20resource%20planners%20and%20managers&rft.jtitle=Sustainable%20water%20resources%20management&rft.au=Gashaw,%20Temesgen&rft.date=2022-10-01&rft.volume=8&rft.issue=5&rft.artnum=170&rft.issn=2363-5037&rft.eissn=2363-5045&rft_id=info:doi/10.1007/s40899-022-00757-3&rft_dat=%3Cproquest_cross%3E2721075170%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c249t-9a1c2c4ee687120d47ac5c95433db2c92dbf8e6635c6ef07c0ba31ed1910a27d3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2721075170&rft_id=info:pmid/&rfr_iscdi=true |