{"id":"https://openalex.org/W3216241069","doi":"https://doi.org/10.3390/rs13224721","title":"Transforming Access to and Use of Climate Information Products Derived from Remote Sensing and In Situ Observations","display_name":"Transforming Access to and Use of Climate Information Products Derived from Remote Sensing and In Situ Observations","publication_year":2021,"publication_date":"2021-11-22","ids":{"openalex":"https://openalex.org/W3216241069","doi":"https://doi.org/10.3390/rs13224721","mag":"3216241069"},"language":"en","primary_location":{"id":"doi:10.3390/rs13224721","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13224721","pdf_url":"https://www.mdpi.com/2072-4292/13/22/4721/pdf?version=1637634132","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/22/4721/pdf?version=1637634132","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013793923","display_name":"Gloriose Nsengiyumva","orcid":"https://orcid.org/0000-0003-3005-7721"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gloriose Nsengiyumva","raw_affiliation_strings":["International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA"],"affiliations":[{"raw_affiliation_string":"International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050705968","display_name":"Tufa Dinku","orcid":"https://orcid.org/0000-0003-1720-2816"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tufa Dinku","raw_affiliation_strings":["International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA"],"affiliations":[{"raw_affiliation_string":"International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042245416","display_name":"R\u00e9mi Cousin","orcid":"https://orcid.org/0000-0001-5425-7387"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Remi Cousin","raw_affiliation_strings":["International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA"],"affiliations":[{"raw_affiliation_string":"International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011482003","display_name":"Igor Khomyakov","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Igor Khomyakov","raw_affiliation_strings":["International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA"],"affiliations":[{"raw_affiliation_string":"International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038705730","display_name":"Audrey Vadillo","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Audrey Vadillo","raw_affiliation_strings":["International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA"],"affiliations":[{"raw_affiliation_string":"International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040638103","display_name":"Rija Faniriantsoa","orcid":"https://orcid.org/0009-0000-4085-448X"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rija Faniriantsoa","raw_affiliation_strings":["International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA"],"affiliations":[{"raw_affiliation_string":"International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037279797","display_name":"Amanda Grossi","orcid":"https://orcid.org/0000-0001-9861-8551"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amanda Grossi","raw_affiliation_strings":["International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA"],"affiliations":[{"raw_affiliation_string":"International Research Institute for Climate and Society (IRI), The Earth Institute, Columbia University, Lamont Campus, 61 Route 9W, Monell Building, Palisades, New York, NY 10964, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5050705968"],"corresponding_institution_ids":["https://openalex.org/I78577930"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.8036,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.84642418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"13","issue":"22","first_page":"4721","last_page":"4721"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10029","display_name":"Climate variability and models","score":0.9984999895095825,"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/T10029","display_name":"Climate variability and models","score":0.9984999895095825,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.6333214640617371},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.5290096402168274},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4369542598724365},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.423332542181015},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.42297685146331787},{"id":"https://openalex.org/keywords/information-needs","display_name":"Information needs","score":0.41637688875198364},{"id":"https://openalex.org/keywords/climate-model","display_name":"Climate model","score":0.4122089445590973},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3737668991088867},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15955334901809692},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08102887868881226}],"concepts":[{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.6333214640617371},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.5290096402168274},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4369542598724365},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.423332542181015},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.42297685146331787},{"id":"https://openalex.org/C78999398","wikidata":"https://www.wikidata.org/wiki/Q2899888","display_name":"Information needs","level":2,"score":0.41637688875198364},{"id":"https://openalex.org/C168754636","wikidata":"https://www.wikidata.org/wiki/Q620920","display_name":"Climate model","level":3,"score":0.4122089445590973},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3737668991088867},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15955334901809692},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08102887868881226},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13224721","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13224721","pdf_url":"https://www.mdpi.com/2072-4292/13/22/4721/pdf?version=1637634132","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:898295185d7e436b8ff2a3366f84831d","is_oa":true,"landing_page_url":"https://doaj.org/article/898295185d7e436b8ff2a3366f84831d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 22, p 4721 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/22/4721/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13224721","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 13; Issue 22; Pages: 4721","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13224721","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13224721","pdf_url":"https://www.mdpi.com/2072-4292/13/22/4721/pdf?version=1637634132","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.75,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G211449034","display_name":null,"funder_award_id":"ACToday","funder_id":"https://openalex.org/F4320309111","funder_display_name":"Columbia University"}],"funders":[{"id":"https://openalex.org/F4320309111","display_name":"Columbia University","ror":"https://ror.org/00hj8s172"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3216241069.pdf","grobid_xml":"https://content.openalex.org/works/W3216241069.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W802769563","https://openalex.org/W1491668003","https://openalex.org/W1618463439","https://openalex.org/W1989120577","https://openalex.org/W2000330466","https://openalex.org/W2117706670","https://openalex.org/W2137518784","https://openalex.org/W2148065586","https://openalex.org/W2153266522","https://openalex.org/W2156828714","https://openalex.org/W2261645655","https://openalex.org/W2372624964","https://openalex.org/W2513197439","https://openalex.org/W2770642436","https://openalex.org/W2794755058","https://openalex.org/W2987028840","https://openalex.org/W2995191786","https://openalex.org/W3046280113","https://openalex.org/W4232823169"],"related_works":["https://openalex.org/W2997567050","https://openalex.org/W1483272040","https://openalex.org/W4283377908","https://openalex.org/W2003050223","https://openalex.org/W2091777911","https://openalex.org/W2766405861","https://openalex.org/W2360975119","https://openalex.org/W2372487155","https://openalex.org/W2912421143","https://openalex.org/W1996264081"],"abstract_inverted_index":{"Making":[0],"climate-sensitive":[1],"economic":[2],"sectors":[3],"resilient":[4],"to":[5,12,29,104,127,173,180,190,204,228,237],"climate":[6,13,20,27,40,48,78,97,122,184,194,208,234,238,258],"trends":[7],"and":[8,15,39,50,84,107,139,166,191,200,224,231,256,264],"shocks,":[9],"through":[10],"adaptation":[11],"change":[14],"managing":[16],"uncertainties":[17],"associated":[18],"with":[19,221],"extremes,":[21],"will":[22,42],"require":[23],"effective":[24],"use":[25,108,192],"of":[26,37,47,77,96,109,193,207],"information":[28,41,123,144,195,239,259],"help":[30],"practitioners":[31],"make":[32],"climate-informed":[33],"decisions.":[34],"The":[35,142,150],"provision":[36],"weather":[38,218],"depend":[43],"on":[44],"the":[45,69,75,91,94,105,137,182,205,216],"availability":[46,95,206],"data":[49,79,98,113,209,214],"its":[51],"presentation":[52],"in":[53,65,117,125],"formats":[54,119],"that":[55,249],"are":[56,210],"useful":[57],"for":[58,130,164,254],"decision":[59],"making":[60,171],"at":[61,197],"different":[62],"levels.":[63],"However,":[64],"many":[66],"places":[67],"around":[68],"world,":[70],"including":[71],"most":[72],"African":[73],"countries,":[74],"collection":[76],"has":[80,169],"been":[81,170],"seriously":[82],"inadequate,":[83],"even":[85],"when":[86],"available,":[87],"poorly":[88],"accessible.":[89,149],"On":[90],"other":[92,225],"hand,":[93],"by":[99,132,158,177,212,243],"itself":[100],"may":[101],"not":[102],"lead":[103],"uptake":[106],"such":[110,261],"data.":[111],"These":[112],"must":[114],"be":[115,128,147],"presented":[116],"user-friendly":[118,252],"addressing":[120],"specific":[121],"needs":[124],"order":[126],"used":[129],"decision-making":[131],"governments,":[133],"as":[134,136,186,188,262],"well":[135,187],"public":[138],"private":[140],"sectors.":[141],"generated":[143],"should":[145],"also":[146],"easily":[148],"Enhancing":[151],"National":[152],"Climate":[153,165],"Services":[154],"(ENACTS)":[155],"initiative,":[156],"led":[157],"Columbia":[159],"University\u2019s":[160],"International":[161],"Research":[162],"Institute":[163],"Society":[167],"(IRI),":[168],"efforts":[172],"overcome":[174],"these":[175],"challenges":[176],"supporting":[178],"countries":[179],"improve":[181],"available":[183],"data,":[185],"access":[189],"products":[196,240,260],"relevant":[198],"spatial":[199],"temporal":[201],"scales.":[202],"Challenges":[203],"alleviated":[211],"combining":[213],"from":[215],"national":[217],"observation":[219],"network":[220],"remote":[222],"sensing":[223],"global":[226],"proxies":[227],"generate":[229],"spatially":[230],"temporally":[232],"complete":[233],"datasets.":[235],"Access":[236],"is":[241],"enhanced":[242],"developing":[244],"an":[245],"online":[246],"mapping":[247],"service":[248],"provides":[250],"a":[251],"interface":[253],"analyzing":[255],"visualizing":[257],"maps":[263],"graphs.":[265]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":5}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}