Evaluation of GloFAS-Seasonal Forecasts for Cascade Reservoir Impoundment Operation in the Upper Yangtze River
Standard impoundment operation rules (SIOR) are pre-defined guidelines for refilling reservoirs before the end of the wet season. The advancement and availability of the seasonal flow forecasts provide the opportunity for reservoir operators to use flexible and early impoundment operation rules (EIO...
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description | Standard impoundment operation rules (SIOR) are pre-defined guidelines for refilling reservoirs before the end of the wet season. The advancement and availability of the seasonal flow forecasts provide the opportunity for reservoir operators to use flexible and early impoundment operation rules (EIOR). These flexible impoundment rules can significantly improve water conservation, particularly during dry years. In this study, we investigate the potential application of seasonal streamflow forecasts for employing EIOR in the upper Yangtze River basin. We first define thresholds to determine the streamflow condition in September, which is an important period for decision-making in the basin, and then select the most suitable impoundment operation rules accordingly. The thresholds are used in a simulation–optimization model to evaluate different scenarios for EIOR and SIOR by multiple objectives. We measure the skill of the GloFAS-Seasonal forecast, an operational global seasonal river flow forecasting system, to predict streamflow condition according to the selected thresholds. The results show that: (1) the 20th and 30th percentiles of the historical September flow are suitable thresholds for evaluating the possibility of employing EIOR; (2) compared to climatological forecasts, GloFAS-Seasonal forecasts are skillful for predicting the streamflow condition according to the selected 20th and 30th percentile thresholds; and (3) during dry years, EIOR could improve the fullness storage rate by 5.63% and the annual average hydropower generation by 4.02%, without increasing the risk of flooding. GloFAS-Seasonal forecasts and early reservoir impoundment have the potential to enhance hydropower generation and water utilization. |
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The advancement and availability of the seasonal flow forecasts provide the opportunity for reservoir operators to use flexible and early impoundment operation rules (EIOR). These flexible impoundment rules can significantly improve water conservation, particularly during dry years. In this study, we investigate the potential application of seasonal streamflow forecasts for employing EIOR in the upper Yangtze River basin. We first define thresholds to determine the streamflow condition in September, which is an important period for decision-making in the basin, and then select the most suitable impoundment operation rules accordingly. The thresholds are used in a simulation–optimization model to evaluate different scenarios for EIOR and SIOR by multiple objectives. We measure the skill of the GloFAS-Seasonal forecast, an operational global seasonal river flow forecasting system, to predict streamflow condition according to the selected thresholds. The results show that: (1) the 20th and 30th percentiles of the historical September flow are suitable thresholds for evaluating the possibility of employing EIOR; (2) compared to climatological forecasts, GloFAS-Seasonal forecasts are skillful for predicting the streamflow condition according to the selected 20th and 30th percentile thresholds; and (3) during dry years, EIOR could improve the fullness storage rate by 5.63% and the annual average hydropower generation by 4.02%, without increasing the risk of flooding. GloFAS-Seasonal forecasts and early reservoir impoundment have the potential to enhance hydropower generation and water utilization.</description><identifier>ISSN: 2073-4441</identifier><identifier>EISSN: 2073-4441</identifier><identifier>DOI: 10.3390/w11122539</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Analysis ; Decision making ; Environmental risk ; ENVIRONMENTAL SCIENCES ; Environmental Sciences & Ecology ; Evaluation ; Flooding ; Floods ; Hydroelectric power ; Hydroelectric power generation ; Hydrology ; Impoundments ; Investigations ; Optimization ; Rainy season ; Refilling ; Reservoirs ; River basins ; River flow ; Rivers ; Simulation ; Snow surveys ; Stream discharge ; Stream flow ; Streamflow ; Taiwan ; Thresholds ; Water conservation ; Water consumption ; Water Resources ; Water shortages ; Water supply ; Water use</subject><ispartof>Water (Basel), 2019-12, Vol.11 (12), p.2539</ispartof><rights>COPYRIGHT 2019 MDPI AG</rights><rights>2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c358t-7079cdb566a4ededf551893eab5a81efa4e9fec9870cd1df04c70255ef8ef7683</citedby><cites>FETCH-LOGICAL-c358t-7079cdb566a4ededf551893eab5a81efa4e9fec9870cd1df04c70255ef8ef7683</cites><orcidid>0000-0002-4562-2319 ; 0000-0002-8594-4988 ; 0000000285944988 ; 0000000245622319</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27901,27902</link.rule.ids><backlink>$$Uhttps://www.osti.gov/servlets/purl/1801042$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Chen, Kebing</creatorcontrib><creatorcontrib>Guo, Shenglian</creatorcontrib><creatorcontrib>Wang, Jun</creatorcontrib><creatorcontrib>Qin, Pengcheng</creatorcontrib><creatorcontrib>He, Shaokun</creatorcontrib><creatorcontrib>Sun, Sirui</creatorcontrib><creatorcontrib>Naeini, Matin Rahnamay</creatorcontrib><creatorcontrib>Univ. of California, Oakland, CA (United States)</creatorcontrib><title>Evaluation of GloFAS-Seasonal Forecasts for Cascade Reservoir Impoundment Operation in the Upper Yangtze River</title><title>Water (Basel)</title><description>Standard impoundment operation rules (SIOR) are pre-defined guidelines for refilling reservoirs before the end of the wet season. The advancement and availability of the seasonal flow forecasts provide the opportunity for reservoir operators to use flexible and early impoundment operation rules (EIOR). These flexible impoundment rules can significantly improve water conservation, particularly during dry years. In this study, we investigate the potential application of seasonal streamflow forecasts for employing EIOR in the upper Yangtze River basin. We first define thresholds to determine the streamflow condition in September, which is an important period for decision-making in the basin, and then select the most suitable impoundment operation rules accordingly. The thresholds are used in a simulation–optimization model to evaluate different scenarios for EIOR and SIOR by multiple objectives. We measure the skill of the GloFAS-Seasonal forecast, an operational global seasonal river flow forecasting system, to predict streamflow condition according to the selected thresholds. The results show that: (1) the 20th and 30th percentiles of the historical September flow are suitable thresholds for evaluating the possibility of employing EIOR; (2) compared to climatological forecasts, GloFAS-Seasonal forecasts are skillful for predicting the streamflow condition according to the selected 20th and 30th percentile thresholds; and (3) during dry years, EIOR could improve the fullness storage rate by 5.63% and the annual average hydropower generation by 4.02%, without increasing the risk of flooding. GloFAS-Seasonal forecasts and early reservoir impoundment have the potential to enhance hydropower generation and water utilization.</description><subject>Analysis</subject><subject>Decision making</subject><subject>Environmental risk</subject><subject>ENVIRONMENTAL SCIENCES</subject><subject>Environmental Sciences & Ecology</subject><subject>Evaluation</subject><subject>Flooding</subject><subject>Floods</subject><subject>Hydroelectric power</subject><subject>Hydroelectric power generation</subject><subject>Hydrology</subject><subject>Impoundments</subject><subject>Investigations</subject><subject>Optimization</subject><subject>Rainy season</subject><subject>Refilling</subject><subject>Reservoirs</subject><subject>River basins</subject><subject>River flow</subject><subject>Rivers</subject><subject>Simulation</subject><subject>Snow surveys</subject><subject>Stream discharge</subject><subject>Stream flow</subject><subject>Streamflow</subject><subject>Taiwan</subject><subject>Thresholds</subject><subject>Water conservation</subject><subject>Water consumption</subject><subject>Water Resources</subject><subject>Water shortages</subject><subject>Water supply</subject><subject>Water use</subject><issn>2073-4441</issn><issn>2073-4441</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNpNkUFLAzEQhRdRULQH_0HQk4etyWbTTY6l2FoQBKsHTyFmJ21km6xJWtFfb3RFnMsMjzcfzJuiOCd4TKnA1--EkKpiVBwUJxVuaFnXNTn8Nx8Xoxhfca5acM7wSeFu9qrbqWS9Q96gRefn01W5AhW9Ux2a-wBaxRSR8QHNVNSqBfQAEcLe24CW297vXLsFl9B9D2EAWYfSBtBTnxX0rNw6feYlu4dwVhwZ1UUY_fbT4ml-8zi7Le_uF8vZ9K7UlPFUNrgRun1hk4mqoYXWMEa4oKBemOIETFaFAS14g3VLWoNr3eCKMTAcTDPh9LS4GLg-Jiujtgn0RnvnQCdJOCa4rrLpcjD1wb_tICb56nchnx1lZuWIRI4zu8aDa606kNYZn4LS6juIrc1IMDbr00aQStD6B3s1LOjgYwxgZB_sVoUPSbD8_pP8-xP9Aue5hMw</recordid><startdate>20191201</startdate><enddate>20191201</enddate><creator>Chen, Kebing</creator><creator>Guo, Shenglian</creator><creator>Wang, Jun</creator><creator>Qin, Pengcheng</creator><creator>He, Shaokun</creator><creator>Sun, Sirui</creator><creator>Naeini, Matin Rahnamay</creator><general>MDPI AG</general><general>MDPI</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>OIOZB</scope><scope>OTOTI</scope><orcidid>https://orcid.org/0000-0002-4562-2319</orcidid><orcidid>https://orcid.org/0000-0002-8594-4988</orcidid><orcidid>https://orcid.org/0000000285944988</orcidid><orcidid>https://orcid.org/0000000245622319</orcidid></search><sort><creationdate>20191201</creationdate><title>Evaluation of GloFAS-Seasonal Forecasts for Cascade Reservoir Impoundment Operation in the Upper Yangtze River</title><author>Chen, Kebing ; Guo, Shenglian ; Wang, Jun ; Qin, Pengcheng ; He, Shaokun ; Sun, Sirui ; Naeini, Matin Rahnamay</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c358t-7079cdb566a4ededf551893eab5a81efa4e9fec9870cd1df04c70255ef8ef7683</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Analysis</topic><topic>Decision making</topic><topic>Environmental risk</topic><topic>ENVIRONMENTAL SCIENCES</topic><topic>Environmental Sciences & Ecology</topic><topic>Evaluation</topic><topic>Flooding</topic><topic>Floods</topic><topic>Hydroelectric power</topic><topic>Hydroelectric power generation</topic><topic>Hydrology</topic><topic>Impoundments</topic><topic>Investigations</topic><topic>Optimization</topic><topic>Rainy season</topic><topic>Refilling</topic><topic>Reservoirs</topic><topic>River basins</topic><topic>River flow</topic><topic>Rivers</topic><topic>Simulation</topic><topic>Snow surveys</topic><topic>Stream discharge</topic><topic>Stream flow</topic><topic>Streamflow</topic><topic>Taiwan</topic><topic>Thresholds</topic><topic>Water conservation</topic><topic>Water consumption</topic><topic>Water Resources</topic><topic>Water shortages</topic><topic>Water supply</topic><topic>Water use</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Kebing</creatorcontrib><creatorcontrib>Guo, Shenglian</creatorcontrib><creatorcontrib>Wang, Jun</creatorcontrib><creatorcontrib>Qin, Pengcheng</creatorcontrib><creatorcontrib>He, Shaokun</creatorcontrib><creatorcontrib>Sun, Sirui</creatorcontrib><creatorcontrib>Naeini, Matin Rahnamay</creatorcontrib><creatorcontrib>Univ. of California, Oakland, CA (United States)</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Publicly Available Content 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>ProQuest Central China</collection><collection>OSTI.GOV - Hybrid</collection><collection>OSTI.GOV</collection><jtitle>Water (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chen, Kebing</au><au>Guo, Shenglian</au><au>Wang, Jun</au><au>Qin, Pengcheng</au><au>He, Shaokun</au><au>Sun, Sirui</au><au>Naeini, Matin Rahnamay</au><aucorp>Univ. of California, Oakland, CA (United States)</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluation of GloFAS-Seasonal Forecasts for Cascade Reservoir Impoundment Operation in the Upper Yangtze River</atitle><jtitle>Water (Basel)</jtitle><date>2019-12-01</date><risdate>2019</risdate><volume>11</volume><issue>12</issue><spage>2539</spage><pages>2539-</pages><issn>2073-4441</issn><eissn>2073-4441</eissn><abstract>Standard impoundment operation rules (SIOR) are pre-defined guidelines for refilling reservoirs before the end of the wet season. 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The results show that: (1) the 20th and 30th percentiles of the historical September flow are suitable thresholds for evaluating the possibility of employing EIOR; (2) compared to climatological forecasts, GloFAS-Seasonal forecasts are skillful for predicting the streamflow condition according to the selected 20th and 30th percentile thresholds; and (3) during dry years, EIOR could improve the fullness storage rate by 5.63% and the annual average hydropower generation by 4.02%, without increasing the risk of flooding. GloFAS-Seasonal forecasts and early reservoir impoundment have the potential to enhance hydropower generation and water utilization.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/w11122539</doi><orcidid>https://orcid.org/0000-0002-4562-2319</orcidid><orcidid>https://orcid.org/0000-0002-8594-4988</orcidid><orcidid>https://orcid.org/0000000285944988</orcidid><orcidid>https://orcid.org/0000000245622319</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Decision making Environmental risk ENVIRONMENTAL SCIENCES Environmental Sciences & Ecology Evaluation Flooding Floods Hydroelectric power Hydroelectric power generation Hydrology Impoundments Investigations Optimization Rainy season Refilling Reservoirs River basins River flow Rivers Simulation Snow surveys Stream discharge Stream flow Streamflow Taiwan Thresholds Water conservation Water consumption Water Resources Water shortages Water supply Water use |
title | Evaluation of GloFAS-Seasonal Forecasts for Cascade Reservoir Impoundment Operation in the Upper Yangtze River |
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