{"id":"https://openalex.org/W1612149798","doi":"https://doi.org/10.1109/ijcnn.2015.7280427","title":"Comparison between inverse modelling and data assimilation to estimate rainfall from runoff using the multilayer perceptron","display_name":"Comparison between inverse modelling and data assimilation to estimate rainfall from runoff using the multilayer perceptron","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1612149798","doi":"https://doi.org/10.1109/ijcnn.2015.7280427","mag":"1612149798"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2015.7280427","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280427","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069406201","display_name":"Anne Johannet","orcid":"https://orcid.org/0000-0001-5717-9871"},"institutions":[{"id":"https://openalex.org/I4210134356","display_name":"Laboratoire G\u00e9nie Industriel","ror":"https://ror.org/0455wwj08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210134356"]},{"id":"https://openalex.org/I4210127738","display_name":"IMT Mines Al\u00e8s","ror":"https://ror.org/03e8rf594","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127738"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Anne Johannet","raw_affiliation_strings":["Ecole des Mines d'Al\u00e8s, LGEI, Al\u00e8s, France","LGEI - Laboratoire de G\u00e9nie de l'Environnement Industriel (\u00c9cole des Mines d'Al\u00e8s - LGEI -Laboratoire de G\u00e9nie de l'Environnement Industriel et des Risques Industriels et Naturels \r\n7, rue Jules Renard \r\n30319 Al\u00e8s cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole des Mines d'Al\u00e8s, LGEI, Al\u00e8s, France","institution_ids":["https://openalex.org/I4210127738"]},{"raw_affiliation_string":"LGEI - Laboratoire de G\u00e9nie de l'Environnement Industriel (\u00c9cole des Mines d'Al\u00e8s - LGEI -Laboratoire de G\u00e9nie de l'Environnement Industriel et des Risques Industriels et Naturels \r\n7, rue Jules Renard \r\n30319 Al\u00e8s cedex - France)","institution_ids":["https://openalex.org/I4210134356","https://openalex.org/I4210127738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016941626","display_name":"Virgile Taver","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127738","display_name":"IMT Mines Al\u00e8s","ror":"https://ror.org/03e8rf594","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127738"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Virgile Taver","raw_affiliation_strings":["Ecole des Mines d'Al\u00e8s, LGEI, Al\u00e8s, France","IMT - MINES ALES - IMT - MINES ALES (IMT - Mines Ales \u00c9cole des Mines\r\nSite de Clavi\u00e8res : 6 avenue de Clavi\u00e8res, 30319 Al\u00e8s Cedex\r\nSite de Croupillac : Rue Jules Renard, 30100 Al\u00e8s\r\nSite de Pau : H\u00e9lioparc (b\u00e2timent Einstein 1), 2 avenue du Pr\u00e9sident-Pierre-Angot, 64053 Pau Cedex 9 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole des Mines d'Al\u00e8s, LGEI, Al\u00e8s, France","institution_ids":["https://openalex.org/I4210127738"]},{"raw_affiliation_string":"IMT - MINES ALES - IMT - MINES ALES (IMT - Mines Ales \u00c9cole des Mines\r\nSite de Clavi\u00e8res : 6 avenue de Clavi\u00e8res, 30319 Al\u00e8s Cedex\r\nSite de Croupillac : Rue Jules Renard, 30100 Al\u00e8s\r\nSite de Pau : H\u00e9lioparc (b\u00e2timent Einstein 1), 2 avenue du Pr\u00e9sident-Pierre-Angot, 64053 Pau Cedex 9 - France)","institution_ids":["https://openalex.org/I4210127738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090151644","display_name":"Marc Vinches","orcid":"https://orcid.org/0000-0003-4964-4002"},"institutions":[{"id":"https://openalex.org/I4210127738","display_name":"IMT Mines Al\u00e8s","ror":"https://ror.org/03e8rf594","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127738"]},{"id":"https://openalex.org/I4210108605","display_name":"Centre des Mat\u00e9riaux","ror":"https://ror.org/01q5ge486","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4210091621","https://openalex.org/I4210095849","https://openalex.org/I4210108605","https://openalex.org/I70768539"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Vinches","raw_affiliation_strings":["Ecole des Mines d'Al\u00e8s, LGEI, Al\u00e8s, France","C2MA - Centre des Mat\u00e9riaux des Mines d'Al\u00e8s (\u00c9cole des Mines d'Al\u00e8s / Centre des Mat\u00e9riaux des Mines d'Al\u00e8s\r\n6 Avenue de Clavi\u00e8res\r\n30319 ALES cedex\r\nT\u00e9l\u00e9phone : +33 4 66 78 50 00\r\n\r\nPar courrier \u00e9lectronique : c2ma@mines-ales.fr - France)","IMT - MINES ALES - IMT - MINES ALES (IMT - Mines Ales \u00c9cole des Mines\r\nSite de Clavi\u00e8res : 6 avenue de Clavi\u00e8res, 30319 Al\u00e8s Cedex\r\nSite de Croupillac : Rue Jules Renard, 30100 Al\u00e8s\r\nSite de Pau : H\u00e9lioparc (b\u00e2timent Einstein 1), 2 avenue du Pr\u00e9sident-Pierre-Angot, 64053 Pau Cedex 9 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecole des Mines d'Al\u00e8s, LGEI, Al\u00e8s, France","institution_ids":["https://openalex.org/I4210127738"]},{"raw_affiliation_string":"C2MA - Centre des Mat\u00e9riaux des Mines d'Al\u00e8s (\u00c9cole des Mines d'Al\u00e8s / Centre des Mat\u00e9riaux des Mines d'Al\u00e8s\r\n6 Avenue de Clavi\u00e8res\r\n30319 ALES cedex\r\nT\u00e9l\u00e9phone : +33 4 66 78 50 00\r\n\r\nPar courrier \u00e9lectronique : c2ma@mines-ales.fr - France)","institution_ids":["https://openalex.org/I4210108605","https://openalex.org/I4210127738"]},{"raw_affiliation_string":"IMT - MINES ALES - IMT - MINES ALES (IMT - Mines Ales \u00c9cole des Mines\r\nSite de Clavi\u00e8res : 6 avenue de Clavi\u00e8res, 30319 Al\u00e8s Cedex\r\nSite de Croupillac : Rue Jules Renard, 30100 Al\u00e8s\r\nSite de Pau : H\u00e9lioparc (b\u00e2timent Einstein 1), 2 avenue du Pr\u00e9sident-Pierre-Angot, 64053 Pau Cedex 9 - France)","institution_ids":["https://openalex.org/I4210127738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064761704","display_name":"Val\u00e9rie Borrell Estupina","orcid":"https://orcid.org/0000-0003-1409-6536"},"institutions":[{"id":"https://openalex.org/I3019667749","display_name":"Laboratoire HydroSciences Montpellier","ror":"https://ror.org/00aycez97","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I19894307","https://openalex.org/I2802818602","https://openalex.org/I3019667749","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Valerie Borrell Estupina","raw_affiliation_strings":["Hydrosciences Montpellier, Universit\u00e9 de Montpellier, Montpellier, France","HSM - Hydrosciences Montpellier (Place Eug\u00e8ne Bataillon - Case MSE - 34095 MONTPELLIER CEDEX 5 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hydrosciences Montpellier, Universit\u00e9 de Montpellier, Montpellier, France","institution_ids":["https://openalex.org/I3019667749","https://openalex.org/I19894307"]},{"raw_affiliation_string":"HSM - Hydrosciences Montpellier (Place Eug\u00e8ne Bataillon - Case MSE - 34095 MONTPELLIER CEDEX 5 - France)","institution_ids":["https://openalex.org/I3019667749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052253967","display_name":"S\u00e9verin Pistre","orcid":"https://orcid.org/0000-0002-6301-8801"},"institutions":[{"id":"https://openalex.org/I4210112279","display_name":"Milieux environnementaux, transferts et interactions dans les hydrosyst\u00e8mes et les sols","ror":"https://ror.org/0229z0679","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I159885104","https://openalex.org/I2746051580","https://openalex.org/I39804081","https://openalex.org/I4210107625","https://openalex.org/I4210112279"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I3019667749","display_name":"Laboratoire HydroSciences Montpellier","ror":"https://ror.org/00aycez97","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I19894307","https://openalex.org/I2802818602","https://openalex.org/I3019667749","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Severin Pistre","raw_affiliation_strings":["Hydrosciences Montpellier, Universit\u00e9 de Montpellier, Montpellier, France","Karst - Karst et aquif\u00e8res h\u00e9t\u00e9rog\u00e8nes - Hydrog\u00e9ologie et transferts (France)","HSM - Hydrosciences Montpellier (Place Eug\u00e8ne Bataillon - Case MSE - 34095 MONTPELLIER CEDEX 5 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hydrosciences Montpellier, Universit\u00e9 de Montpellier, Montpellier, France","institution_ids":["https://openalex.org/I3019667749","https://openalex.org/I19894307"]},{"raw_affiliation_string":"Karst - Karst et aquif\u00e8res h\u00e9t\u00e9rog\u00e8nes - Hydrog\u00e9ologie et transferts (France)","institution_ids":["https://openalex.org/I4210112279"]},{"raw_affiliation_string":"HSM - Hydrosciences Montpellier (Place Eug\u00e8ne Bataillon - Case MSE - 34095 MONTPELLIER CEDEX 5 - France)","institution_ids":["https://openalex.org/I3019667749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001296414","display_name":"Dominique Bertin","orcid":null},"institutions":[{"id":"https://openalex.org/I123791789","display_name":"Saint-Gobain (France)","ror":"https://ror.org/02fdb8q57","country_code":"FR","type":"company","lineage":["https://openalex.org/I123791789"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dominique Bertin","raw_affiliation_strings":["Geonosis Saint Jean-du-Pin, France","GEONOSIS (51 Place Roger Tribes, 30140 Saint Jean du Pin - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geonosis Saint Jean-du-Pin, France","institution_ids":["https://openalex.org/I123791789"]},{"raw_affiliation_string":"GEONOSIS (51 Place Roger Tribes, 30140 Saint Jean du Pin - France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5069406201"],"corresponding_institution_ids":["https://openalex.org/I4210127738","https://openalex.org/I4210134356"],"apc_list":null,"apc_paid":null,"fwci":0.2714,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67387122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"403","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.991100013256073,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.7584225535392761},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6735324859619141},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.6622834205627441},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.6511142253875732},{"id":"https://openalex.org/keywords/watershed","display_name":"Watershed","score":0.6470561027526855},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.5565652847290039},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5524279475212097},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.5277745723724365},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45111986994743347},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.36749058961868286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3507577180862427},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34645819664001465},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.19243338704109192},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16241660714149475},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10272350907325745},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.10053250193595886}],"concepts":[{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.7584225535392761},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6735324859619141},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.6622834205627441},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.6511142253875732},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.6470561027526855},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.5565652847290039},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5524279475212097},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.5277745723724365},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45111986994743347},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.36749058961868286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3507577180862427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34645819664001465},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.19243338704109192},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16241660714149475},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10272350907325745},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.10053250193595886},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2015.7280427","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280427","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02140338v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02140338","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN), Jul 2015, Killarney, Ireland. pp.1-8, ⟨10.1109/IJCNN.2015.7280427⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1582290234","https://openalex.org/W1963898738","https://openalex.org/W1978572469","https://openalex.org/W1978784821","https://openalex.org/W1990612304","https://openalex.org/W2000257498","https://openalex.org/W2000439132","https://openalex.org/W2034312225","https://openalex.org/W2044225116","https://openalex.org/W2049899966","https://openalex.org/W2068060604","https://openalex.org/W2076118331","https://openalex.org/W2082456610","https://openalex.org/W2107513045","https://openalex.org/W2123006007","https://openalex.org/W2126434873","https://openalex.org/W2142342373","https://openalex.org/W2155482699","https://openalex.org/W2170718558","https://openalex.org/W4298838585","https://openalex.org/W6634651766","https://openalex.org/W6681176912"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2523437662","https://openalex.org/W89844371","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2136232598"],"abstract_inverted_index":{"The":[0],"ability":[1],"of":[2,11,24,36,55,88],"the":[3,8,28,56,86],"multilayer":[4,30],"perceptron":[5,31],"to":[6,33,65,71,83],"model":[7],"inverse":[9,57],"relation":[10],"a":[12,21,51,80],"fictitious":[13],"watershed":[14],"is":[15,18],"investigated.":[16],"Comparison":[17],"done":[19],"between":[20],"new":[22],"formulation":[23],"data":[25],"assimilation":[26],"and":[27,40,49],"standard":[29],"applied":[32],"three":[34],"kinds":[35],"models:":[37],"static,":[38],"feedforward":[39],"recurrent.":[41],"It":[42],"appears":[43],"that":[44],"both":[45],"techniques":[46],"are":[47],"equivalent":[48],"allow":[50],"very":[52],"good":[53],"estimation":[54],"relation.":[58],"This":[59],"study":[60],"aims":[61],"at":[62],"proposing":[63],"methods":[64],"supplement":[66],"or":[67],"adapt":[68],"historical":[69],"databases":[70],"modern":[72],"instrumentation.":[73],"Datasets":[74],"will":[75],"thus":[76],"be":[77],"used":[78],"over":[79],"longer":[81],"time-series":[82],"better":[84],"apprehend":[85],"consequences":[87],"global":[89],"warming.":[90]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}