{"id":"https://openalex.org/W7225790855","doi":"https://doi.org/10.1038/s44406-026-00053-5","title":"Soil moisture anomalies lead seasonal hydropower operator valuation stress","display_name":"Soil moisture anomalies lead seasonal hydropower operator valuation stress","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7225790855","doi":"https://doi.org/10.1038/s44406-026-00053-5"},"language":"en","primary_location":{"id":"doi:10.1038/s44406-026-00053-5","doi":"https://doi.org/10.1038/s44406-026-00053-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s44406-026-00053-5","pdf_url":"https://www.nature.com/articles/s44406-026-00053-5.pdf","source":{"id":"https://openalex.org/S5407047663","display_name":"npj Clean Energy","issn_l":"3059-2232","issn":["3059-2232"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Clean Energy","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s44406-026-00053-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161475737","display_name":"Ghala Al Zaabi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ghala Al Zaabi","raw_affiliation_strings":["ADIA Lab, Abu Dhabi, United Arab Emirates","Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ADIA Lab, Abu Dhabi, United Arab Emirates","institution_ids":[]},{"raw_affiliation_string":"Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006318410","display_name":"Youssef Wehbe","orcid":"https://orcid.org/0000-0001-7171-106X","observed_orcids":["https://orcid.org/0000-0001-7171-106X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Youssef Wehbe","raw_affiliation_strings":["ADIA Lab, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0001-7171-106X","affiliations":[{"raw_affiliation_string":"ADIA Lab, Abu Dhabi, United Arab Emirates","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161439648","display_name":"Yuting Zhu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405263052","display_name":"Tsinghua Shenzhen International Graduate School","ror":"https://ror.org/01vceef04","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405263052","https://openalex.org/I99065089"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting Zhu","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I4405263052","https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5161428687","display_name":"Haohuan Fu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405263052","display_name":"Tsinghua Shenzhen International Graduate School","ror":"https://ror.org/01vceef04","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405263052","https://openalex.org/I99065089"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haohuan Fu","raw_affiliation_strings":["ADIA Lab, Abu Dhabi, United Arab Emirates","Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ADIA Lab, Abu Dhabi, United Arab Emirates","institution_ids":[]},{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I4405263052","https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2590,"currency":"USD","value_usd":2590},"apc_paid":{"value":2590,"currency":"USD","value_usd":2590},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13146","display_name":"Sustainable Finance and Green Bonds","score":0.6011000275611877,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13146","display_name":"Sustainable Finance and Green Bonds","score":0.6011000275611877,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10047","display_name":"Financial Markets and Investment Strategies","score":0.1703999936580658,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.033399999141693115,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C40675005","wikidata":"https://www.wikidata.org/wiki/Q170196","display_name":"Hydropower","level":2,"score":0.8755999803543091},{"id":"https://openalex.org/C100725284","wikidata":"https://www.wikidata.org/wiki/Q1045317","display_name":"Hydrometeorology","level":3,"score":0.690500020980835},{"id":"https://openalex.org/C186027771","wikidata":"https://www.wikidata.org/wiki/Q4008379","display_name":"Valuation (finance)","level":2,"score":0.6516000032424927},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.4717000126838684},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4514999985694885},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.4237000048160553},{"id":"https://openalex.org/C3018204926","wikidata":"https://www.wikidata.org/wiki/Q41179","display_name":"Mekong river","level":3,"score":0.36739999055862427},{"id":"https://openalex.org/C53739315","wikidata":"https://www.wikidata.org/wiki/Q29425295","display_name":"Streamflow","level":3,"score":0.35260000824928284},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.3321000039577484},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.3312999904155731},{"id":"https://openalex.org/C92311004","wikidata":"https://www.wikidata.org/wiki/Q80638","display_name":"Hydroelectricity","level":2,"score":0.3206000030040741},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.3118000030517578},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3075999915599823},{"id":"https://openalex.org/C2776182401","wikidata":"https://www.wikidata.org/wiki/Q7973769","display_name":"Water storage","level":3,"score":0.30660000443458557},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2671000063419342},{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1038/s44406-026-00053-5","doi":"https://doi.org/10.1038/s44406-026-00053-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s44406-026-00053-5","pdf_url":"https://www.nature.com/articles/s44406-026-00053-5.pdf","source":{"id":"https://openalex.org/S5407047663","display_name":"npj Clean Energy","issn_l":"3059-2232","issn":["3059-2232"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Clean Energy","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1038/s44406-026-00053-5","doi":"https://doi.org/10.1038/s44406-026-00053-5","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s44406-026-00053-5","pdf_url":"https://www.nature.com/articles/s44406-026-00053-5.pdf","source":{"id":"https://openalex.org/S5407047663","display_name":"npj Clean Energy","issn_l":"3059-2232","issn":["3059-2232"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Clean Energy","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225790855.pdf","grobid_xml":"https://content.openalex.org/works/W7225790855.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W1998025025","https://openalex.org/W2004484179","https://openalex.org/W2012734657","https://openalex.org/W2013223495","https://openalex.org/W2013436910","https://openalex.org/W2033079433","https://openalex.org/W2077968790","https://openalex.org/W2078483536","https://openalex.org/W2093917128","https://openalex.org/W2097208041","https://openalex.org/W2098746383","https://openalex.org/W2110065044","https://openalex.org/W2119132330","https://openalex.org/W2128778916","https://openalex.org/W2145979309","https://openalex.org/W2151480498","https://openalex.org/W2190221061","https://openalex.org/W2222859736","https://openalex.org/W2261645655","https://openalex.org/W2293053967","https://openalex.org/W2513458478","https://openalex.org/W2728659743","https://openalex.org/W2730612300","https://openalex.org/W2789433369","https://openalex.org/W2910284364","https://openalex.org/W2921235872","https://openalex.org/W2949505632","https://openalex.org/W2968425432","https://openalex.org/W2981464168","https://openalex.org/W3023058206","https://openalex.org/W3025021976","https://openalex.org/W3035432101","https://openalex.org/W3047832970","https://openalex.org/W3101859409","https://openalex.org/W3126673397","https://openalex.org/W3136179920","https://openalex.org/W3149215275","https://openalex.org/W3170791375","https://openalex.org/W3183859964","https://openalex.org/W3195601606","https://openalex.org/W3196335240","https://openalex.org/W3213797014","https://openalex.org/W4205617679","https://openalex.org/W4220757570","https://openalex.org/W4225302954","https://openalex.org/W4233229154","https://openalex.org/W4280609687","https://openalex.org/W4281381392","https://openalex.org/W4289654914","https://openalex.org/W4295011612","https://openalex.org/W4300616536","https://openalex.org/W4321499822","https://openalex.org/W4380837913","https://openalex.org/W4387971511","https://openalex.org/W4390575672","https://openalex.org/W4390741838","https://openalex.org/W4391838181","https://openalex.org/W4392015584","https://openalex.org/W4398206546","https://openalex.org/W4400208668","https://openalex.org/W4406319749","https://openalex.org/W4406932941","https://openalex.org/W4407607403","https://openalex.org/W4407671548","https://openalex.org/W4409167640","https://openalex.org/W4410207473","https://openalex.org/W4411465650","https://openalex.org/W4412596201","https://openalex.org/W7124439680","https://openalex.org/W7125416701","https://openalex.org/W7134238767","https://openalex.org/W7155044849"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Hydropower":[1,45],"output":[2],"depends":[3],"on":[4,15],"basin":[5,111],"storage":[6,130],"and":[7,25,100,115,134],"reservoir":[8],"operation.":[9],"Climate":[10],"finance":[11],"studies":[12],"rely":[13],"primarily":[14],"firm-level":[16],"scores,":[17],"while":[18],"the":[19,26,43,97,103],"relationship":[20],"between":[21],"basin-scale":[22],"hydrometeorological":[23],"variables":[24,112],"market":[27],"valuation":[28,51,64],"of":[29,42],"hydropower":[30,141],"operators":[31],"is":[32],"rarely":[33],"tested.":[34],"We":[35],"screen":[36],"Earth":[37],"observation":[38],"hydroclimate":[39],"anomalies":[40,58,95],"upstream":[41],"Longtan":[44],"Station":[46],"against":[47],"its":[48],"operator\u2019s":[49],"market-adjusted":[50],"over":[52],"2020":[53],"to":[54],"2026.":[55],"Root-zone":[56],"soil-moisture":[57],"are":[59,137],"associated":[60],"with":[61,108],"forward":[62],"20-day":[63],"stress,":[65],"an":[66],"idiosyncratic":[67],"volatility":[68,90],"measure,":[69],"about":[70,92],"4.5":[71],"months":[72],"later":[73],"(Spearman":[74],"\u03c1":[75],"=":[76,86],"0.41":[77],"at":[78],"a":[79,117],"90-trading-day":[80],"lead,":[81],"false":[82,125],"discovery":[83,126],"rate":[84,127],"q":[85],"0.012).":[87],"Annualized,":[88],"this":[89],"averages":[91],"18%":[93],"after":[94,102],"in":[96],"driest":[98],"quintile":[99],"30%":[101],"wettest.":[104],"The":[105],"association":[106,123],"persists":[107],"all":[109],"other":[110],"held":[113],"fixed":[114],"under":[116],"non-linear":[118],"dependence":[119],"measure.":[120],"No":[121],"precipitation":[122],"survives":[124],"control.":[128],"Basin":[129],"indicators":[131],"from":[132],"satellite":[133],"reanalysis":[135],"products":[136],"candidates":[138],"for":[139],"seasonal":[140],"climate":[142],"risk":[143],"screening.":[144]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-11-12T00:00:00"}