{"id":"https://openalex.org/W7162394851","doi":"https://doi.org/10.5772/intechopen.1015810","title":"From Data Streams to Decisions: Multi-Source Hydrometeorological Integration Platforms for Interagency Risk-Management Capacity Building in Data-Limited Regions","display_name":"From Data Streams to Decisions: Multi-Source Hydrometeorological Integration Platforms for Interagency Risk-Management Capacity Building in Data-Limited Regions","publication_year":2026,"publication_date":"2026-05-25","ids":{"openalex":"https://openalex.org/W7162394851","doi":"https://doi.org/10.5772/intechopen.1015810"},"language":"en","primary_location":{"id":"doi:10.5772/intechopen.1015810","doi":"https://doi.org/10.5772/intechopen.1015810","is_oa":true,"landing_page_url":"https://doi.org/10.5772/intechopen.1015810","pdf_url":"https://www.intechopen.com/citation-pdf-url/1249470","source":{"id":"https://openalex.org/S4306463448","display_name":"IntechOpen eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310322558","host_organization_name":"IntechOpen","host_organization_lineage":["https://openalex.org/P4310322558"],"host_organization_lineage_names":["IntechOpen"],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Sciences","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7162464905","display_name":"Flood Risk - Assessment, Management Strategies, and Emerging Technologies"},"type":"book-chapter","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.intechopen.com/citation-pdf-url/1249470","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086243018","display_name":"Juseth E. Chancay","orcid":"https://orcid.org/0000-0002-3060-2542","observed_orcids":["https://orcid.org/0000-0002-3060-2542"]},"institutions":[{"id":"https://openalex.org/I4210140840","display_name":"EcoCiencia","ror":"https://ror.org/03xw80974","country_code":"EC","type":"nonprofit","lineage":["https://openalex.org/I4210140840"]},{"id":"https://openalex.org/I4210161473","display_name":"Universidad Regional Amaz\u00f3nica IKIAM","ror":"https://ror.org/05xedqd83","country_code":"EC","type":"education","lineage":["https://openalex.org/I4210161473"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Juseth E. Chancay","raw_affiliation_strings":["Ecuadorian Foundation for Ecological Studies Ecociencia , Quito , Ecuador","Faculty of Earth and Water Sciences , Ikiam Amazon Regional University , Tena , Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecuadorian Foundation for Ecological Studies Ecociencia , Quito , Ecuador","institution_ids":["https://openalex.org/I4210140840"]},{"raw_affiliation_string":"Faculty of Earth and Water Sciences , Ikiam Amazon Regional University , Tena , Ecuador","institution_ids":["https://openalex.org/I4210161473"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060797596","display_name":"Jorge Luis S\u00e1nchez Lozano","orcid":"https://orcid.org/0000-0001-7210-1837","observed_orcids":["https://orcid.org/0000-0001-7210-1837"]},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jorge S\u00e1nchez-Lozano","raw_affiliation_strings":["Aquaveo LLC , Provo , USA","Department of Civil and Construction Engineering , Brigham Young University , Provo , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aquaveo LLC , Provo , USA","institution_ids":[]},{"raw_affiliation_string":"Department of Civil and Construction Engineering , Brigham Young University , Provo , USA","institution_ids":["https://openalex.org/I100005738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001398520","display_name":"Karina Larco","orcid":"https://orcid.org/0009-0004-1713-810X","observed_orcids":["https://orcid.org/0009-0004-1713-810X"]},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]},{"id":"https://openalex.org/I4210140840","display_name":"EcoCiencia","ror":"https://ror.org/03xw80974","country_code":"EC","type":"nonprofit","lineage":["https://openalex.org/I4210140840"]}],"countries":["EC","US"],"is_corresponding":false,"raw_author_name":"Karina Larco Dawson","raw_affiliation_strings":["Department of Civil and Construction Engineering , Brigham Young University , Provo , USA","Ecuadorian Foundation for Ecological Studies Ecociencia , Quito , Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Construction Engineering , Brigham Young University , Provo , USA","institution_ids":["https://openalex.org/I100005738"]},{"raw_affiliation_string":"Ecuadorian Foundation for Ecological Studies Ecociencia , Quito , Ecuador","institution_ids":["https://openalex.org/I4210140840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113404905","display_name":"Darlly Judith Rojas Lesmes","orcid":"https://orcid.org/0009-0005-8943-2698","observed_orcids":["https://orcid.org/0009-0005-8943-2698"]},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Darlly Rojas-Lesmes","raw_affiliation_strings":["Aquaveo LLC , Provo , USA","Department of Civil and Construction Engineering , Brigham Young University , Provo , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aquaveo LLC , Provo , USA","institution_ids":[]},{"raw_affiliation_string":"Department of Civil and Construction Engineering , Brigham Young University , Provo , USA","institution_ids":["https://openalex.org/I100005738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128938015","display_name":"Carlos C\u00e1rdenas","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlos C\u00e1rdenas","raw_affiliation_strings":["National Institute of Meteorology and Hydrology of Ecuador (INAMHI) , Quito , Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Meteorology and Hydrology of Ecuador (INAMHI) , Quito , Ecuador","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123008233","display_name":"Angela Iza Wong","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Angela M. Iza","raw_affiliation_strings":["National Institute of Meteorology and Hydrology of Ecuador (INAMHI) , Quito , Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Meteorology and Hydrology of Ecuador (INAMHI) , Quito , Ecuador","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137047785","display_name":"Adriana Rodr\u00edguez","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adriana Rodr\u00edguez","raw_affiliation_strings":["National Institute of Meteorology and Hydrology of Ecuador (INAMHI) , Quito , Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Meteorology and Hydrology of Ecuador (INAMHI) , Quito , Ecuador","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082510112","display_name":"Abigail Navarrete","orcid":"https://orcid.org/0000-0003-1125-9942","observed_orcids":["https://orcid.org/0000-0003-1125-9942"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abigail Navarrete","raw_affiliation_strings":["National Institute of Meteorology and Hydrology of Ecuador (INAMHI) , Quito , Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Meteorology and Hydrology of Ecuador (INAMHI) , Quito , Ecuador","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137018781","display_name":"Mariana Quispillo","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mariana Quispillo","raw_affiliation_strings":["National Secretariat for Risk Management of Ecuador (SNGR) , Quito , Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Secretariat for Risk Management of Ecuador (SNGR) , Quito , Ecuador","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136998229","display_name":"Rodrigo Torres","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210140840","display_name":"EcoCiencia","ror":"https://ror.org/03xw80974","country_code":"EC","type":"nonprofit","lineage":["https://openalex.org/I4210140840"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Rodrigo Torres","raw_affiliation_strings":["Ecuadorian Foundation for Ecological Studies Ecociencia , Quito , Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecuadorian Foundation for Ecological Studies Ecociencia , Quito , Ecuador","institution_ids":["https://openalex.org/I4210140840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068861979","display_name":"Carmen Josse","orcid":"https://orcid.org/0000-0002-3306-9712","observed_orcids":["https://orcid.org/0000-0002-3306-9712"]},"institutions":[{"id":"https://openalex.org/I4210140840","display_name":"EcoCiencia","ror":"https://ror.org/03xw80974","country_code":"EC","type":"nonprofit","lineage":["https://openalex.org/I4210140840"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Carmen Josse","raw_affiliation_strings":["Ecuadorian Foundation for Ecological Studies Ecociencia , Quito , Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecuadorian Foundation for Ecological Studies Ecociencia , Quito , Ecuador","institution_ids":["https://openalex.org/I4210140840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077637522","display_name":"Bol\u00edvar Erazo","orcid":"https://orcid.org/0000-0002-8071-7807","observed_orcids":["https://orcid.org/0000-0002-8071-7807"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bol\u00edvar Erazo","raw_affiliation_strings":["National Institute of Meteorology and Hydrology of Ecuador (INAMHI) , Quito , Ecuador"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Meteorology and Hydrology of Ecuador (INAMHI) , Quito , Ecuador","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018400345","display_name":"Giovanni Romero","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giovanni Romero","raw_affiliation_strings":["Aquaveo LLC , Provo , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aquaveo LLC , Provo , USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057233775","display_name":"Riley Chad Hales","orcid":"https://orcid.org/0000-0001-8517-5755","observed_orcids":["https://orcid.org/0000-0001-8517-5755"]},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Riley C. Hales","raw_affiliation_strings":["Department of Civil and Construction Engineering , Brigham Young University , Provo , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Construction Engineering , Brigham Young University , Provo , USA","institution_ids":["https://openalex.org/I100005738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085113282","display_name":"Jim Nelson","orcid":"https://orcid.org/0000-0003-2828-6357","observed_orcids":["https://orcid.org/0000-0003-2828-6357"]},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. James Nelson","raw_affiliation_strings":["Department of Civil and Construction Engineering , Brigham Young University , Provo , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Construction Engineering , Brigham Young University , Provo , USA","institution_ids":["https://openalex.org/I100005738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021433374","display_name":"Angelica L. Gutierrez","orcid":"https://orcid.org/0000-0002-4228-0667","observed_orcids":["https://orcid.org/0000-0002-4228-0667"]},"institutions":[{"id":"https://openalex.org/I1308126019","display_name":"National Oceanic and Atmospheric Administration","ror":"https://ror.org/02z5nhe81","country_code":"US","type":"government","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1343035065"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ang\u00e9lica L. Guti\u00e9rrez","raw_affiliation_strings":["National Oceanic and Atmospheric Administration (NOAA) (Ret.) , Silver Springs , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Oceanic and Atmospheric Administration (NOAA) (Ret.) , Silver Springs , USA","institution_ids":["https://openalex.org/I1308126019"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"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":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.5145999789237976,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.5145999789237976,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14427","display_name":"Environmental Monitoring and Data Management","score":0.45750001072883606,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.021199999377131462,"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":[{"id":"https://openalex.org/keywords/hydrometeorological-forecasting","display_name":"hydrometeorological forecasting","score":0.8730000257492065},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"decision support system","score":0.6650000214576721},{"id":"https://openalex.org/keywords/flood-early-warning","display_name":"flood early warning","score":0.6669999957084656},{"id":"https://openalex.org/keywords/geoglows","display_name":"GEOGloWS","score":0.7929999828338623},{"id":"https://openalex.org/keywords/open-source-platform","display_name":"open-source platform","score":0.6100000143051147},{"id":"https://openalex.org/keywords/interagency-coordination","display_name":"inter-agency coordination","score":0.6690000295639038},{"id":"https://openalex.org/keywords/capacity-building","display_name":"capacity building","score":0.9679999947547913},{"id":"https://openalex.org/keywords/data-limited-regions","display_name":"data-limited regions","score":0.9110000133514404},{"id":"https://openalex.org/keywords/satellite-precipitation-products","display_name":"satellite precipitation products","score":0.7390000224113464},{"id":"https://openalex.org/keywords/numerical-weather-prediction","display_name":"numerical weather prediction","score":0.7929999828338623},{"id":"https://openalex.org/keywords/river-level-forecasting","display_name":"river level forecasting","score":0.7149999737739563},{"id":"https://openalex.org/keywords/hydropower","display_name":"hydropower","score":0.859000027179718},{"id":"https://openalex.org/keywords/ecuador","display_name":"Ecuador","score":0.7039999961853027},{"id":"https://openalex.org/keywords/amazon-basin","display_name":"Amazon basin","score":0.4339999854564667},{"id":"https://openalex.org/keywords/interannual-climate-variability","display_name":"interannual climate variability","score":0.6980000138282776}],"concepts":[{"id":"https://openalex.org/C100725284","wikidata":"https://www.wikidata.org/wiki/Q1045317","display_name":"Hydrometeorology","level":3,"score":0.9764000177383423},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7581999897956848},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.57669997215271},{"id":"https://openalex.org/C120417685","wikidata":"https://www.wikidata.org/wiki/Q860333","display_name":"Flash flood","level":3,"score":0.4896000027656555},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.43320000171661377},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.421999990940094},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.41019999980926514},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4056999981403351},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.3828999996185303},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.37720000743865967},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.36880001425743103},{"id":"https://openalex.org/C183195422","wikidata":"https://www.wikidata.org/wiki/Q3409303","display_name":"Flood forecasting","level":3,"score":0.36000001430511475},{"id":"https://openalex.org/C126197015","wikidata":"https://www.wikidata.org/wiki/Q1586683","display_name":"Hydrological modelling","level":2,"score":0.33980000019073486},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.3353999853134155},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.32030001282691956},{"id":"https://openalex.org/C41156917","wikidata":"https://www.wikidata.org/wiki/Q682831","display_name":"Downscaling","level":3,"score":0.3167000114917755},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.311599999666214},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.3093000054359436},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.3034999966621399},{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.30070000886917114},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.27459999918937683},{"id":"https://openalex.org/C147947694","wikidata":"https://www.wikidata.org/wiki/Q837552","display_name":"Numerical weather prediction","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.26109999418258667}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5772/intechopen.1015810","doi":"https://doi.org/10.5772/intechopen.1015810","is_oa":true,"landing_page_url":"https://doi.org/10.5772/intechopen.1015810","pdf_url":"https://www.intechopen.com/citation-pdf-url/1249470","source":{"id":"https://openalex.org/S4306463448","display_name":"IntechOpen eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310322558","host_organization_name":"IntechOpen","host_organization_lineage":["https://openalex.org/P4310322558"],"host_organization_lineage_names":["IntechOpen"],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Sciences","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.5772/intechopen.1015810","doi":"https://doi.org/10.5772/intechopen.1015810","is_oa":true,"landing_page_url":"https://doi.org/10.5772/intechopen.1015810","pdf_url":"https://www.intechopen.com/citation-pdf-url/1249470","source":{"id":"https://openalex.org/S4306463448","display_name":"IntechOpen eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310322558","host_organization_name":"IntechOpen","host_organization_lineage":["https://openalex.org/P4310322558"],"host_organization_lineage_names":["IntechOpen"],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Sciences","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.9786999821662903,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"},{"score":0.9090999960899353,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"},{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"},{"score":0.6618000268936157,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320306115","display_name":"United States Agency for International Development","ror":"https://ror.org/01n6e6j62"},{"id":"https://openalex.org/F4320309309","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7162394851.pdf","grobid_xml":"https://content.openalex.org/works/W7162394851.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W1789155650","https://openalex.org/W1975289974","https://openalex.org/W1993921800","https://openalex.org/W2016107349","https://openalex.org/W2022524252","https://openalex.org/W2043607614","https://openalex.org/W2046548554","https://openalex.org/W2050530483","https://openalex.org/W2083585005","https://openalex.org/W2087101216","https://openalex.org/W2125830490","https://openalex.org/W2512888236","https://openalex.org/W2891204558","https://openalex.org/W2896475775","https://openalex.org/W2980629285","https://openalex.org/W2982172144","https://openalex.org/W2999232952","https://openalex.org/W3007856143","https://openalex.org/W3012275207","https://openalex.org/W3015086229","https://openalex.org/W3025949386","https://openalex.org/W3107195989","https://openalex.org/W3109144505","https://openalex.org/W3120226630","https://openalex.org/W3134466796","https://openalex.org/W3138023508","https://openalex.org/W3158690612","https://openalex.org/W3166563180","https://openalex.org/W3171337552","https://openalex.org/W3176999192","https://openalex.org/W3211618330","https://openalex.org/W4205397337","https://openalex.org/W4229559399","https://openalex.org/W4281967964","https://openalex.org/W4282974568","https://openalex.org/W4283317086","https://openalex.org/W4289523482","https://openalex.org/W4317508583","https://openalex.org/W4321349169","https://openalex.org/W4365140647","https://openalex.org/W4382363623","https://openalex.org/W4386881259","https://openalex.org/W4400540128","https://openalex.org/W4402905685","https://openalex.org/W4405837297","https://openalex.org/W4408117349","https://openalex.org/W4409129792","https://openalex.org/W4410419697","https://openalex.org/W4413639420","https://openalex.org/W4415431764","https://openalex.org/W4417227245","https://openalex.org/W6943655205","https://openalex.org/W7130735326","https://openalex.org/W7138373691"],"related_works":["https://openalex.org/W7063780572","https://openalex.org/W3093184863","https://openalex.org/W4226541602","https://openalex.org/W3214172951","https://openalex.org/W4402343801","https://openalex.org/W2886172278","https://openalex.org/W4322208537","https://openalex.org/W7165531926","https://openalex.org/W4221113420","https://openalex.org/W4392760145"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,99],"global":[3],"hydrometeorological":[4,50,76],"modelling":[5],"and":[6,13,21,38,48,81,89,108,124,145,157,188,199,208,216],"remote":[7],"sensing":[8],"have":[9,71],"strengthened":[10,182],"the":[11,53,65,94,132,146,164],"monitoring":[12],"forecasting":[14],"of":[15,96],"extreme":[16],"events,":[17],"particularly":[18],"where":[19],"meteorological":[20],"hydrological":[22],"observations":[23],"are":[24,211],"limited.":[25],"In":[26,60],"tropical":[27],"regions":[28],"such":[29],"as":[30],"Ecuador,":[31,86,100],"steep":[32],"topographic":[33],"gradients,":[34],"strong":[35],"Pacific-Andes-Amazon":[36],"contrasts,":[37],"pronounced":[39],"interannual":[40],"climate":[41],"variability":[42],"intensify":[43],"exposure":[44],"to":[45,64,74,105,151,213,218],"floods,":[46],"droughts,":[47],"other":[49,219],"hazards,":[51],"highlighting":[52],"urgent":[54],"need":[55],"for":[56],"integrated":[57],"decision-support":[58],"systems.":[59],"this":[61],"regard,":[62],"thanks":[63],"NASA":[66],"SERVIR-Amazonia":[67],"initiative,":[68],"open-source":[69,102],"platforms":[70],"been":[72],"developed":[73],"integrate":[75],"forecasts":[77],"with":[78,167],"satellite":[79],"information":[80],"deliver":[82],"actionable":[83],"products":[84],"across":[85,173],"Brazil,":[87],"Colombia,":[88],"Peru.":[90],"This":[91],"work":[92],"presents":[93],"implementation":[95],"INAMHI":[97],"GEOGLOWS":[98,147],"an":[101],"platform":[103,127,180,206],"tailored":[104],"national":[106],"needs":[107],"structured":[109],"into":[110],"five":[111],"applications:":[112],"Met":[113],"Data":[114],"Explorer,":[115],"Hydroviewer,":[116],"Historical":[117],"Validation":[118],"Tool,":[119],"National":[120],"Water":[121],"Level":[122],"Forecast,":[123],"Hydropower.":[125],"The":[126,179,205],"integrates":[128],"near-real-time":[129],"GOES":[130],"monitoring,":[131,154],"Flash":[133],"Flood":[134],"Guidance":[135],"System":[136,150],"(FFGS),":[137],"satellite-based":[138],"precipitation":[139],"products,":[140],"numerical":[141],"weather":[142],"prediction":[143],"models,":[144],"River":[148],"Forecast":[149],"support":[152,187],"operational":[153],"visualization,":[155],"forecasting,":[156],"informed":[158],"risk":[159],"decision-making.":[160],"Operational":[161],"records":[162],"confirm":[163],"platform\u2019s":[165],"effectiveness,":[166],"approximately":[168],"40":[169],"validated":[170],"flood-warning":[171],"cases":[172],"38":[174],"river":[175],"basins":[176],"during":[177],"2024\u20132025.":[178],"has":[181],"interinstitutional":[183],"capacity,":[184],"enhancing":[185],"decision":[186],"interagency":[189],"coordination":[190],"through":[191],"a":[192],"strategic":[193],"deployment":[194,209],"approach,":[195],"sustained":[196],"institutional":[197],"engagement,":[198],"capacity-building":[200],"that":[201],"enable":[202],"long-term":[203],"operationalization.":[204],"architecture":[207],"strategy":[210],"designed":[212],"be":[214],"scalable":[215],"transferable":[217],"data-limited":[220],"regions.":[221]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-05-27T00:00:00"}