{"id":"https://openalex.org/W3159278315","doi":"https://doi.org/10.1007/s10994-021-05972-1","title":"Spatial dependence between training and test sets: another pitfall of classification accuracy assessment in remote sensing","display_name":"Spatial dependence between training and test sets: another pitfall of classification accuracy assessment in remote sensing","publication_year":2021,"publication_date":"2021-04-26","ids":{"openalex":"https://openalex.org/W3159278315","doi":"https://doi.org/10.1007/s10994-021-05972-1","mag":"3159278315"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-021-05972-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-05972-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-05972-1.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-05972-1.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043251156","display_name":"Nicolas Karasiak","orcid":"https://orcid.org/0000-0002-1558-0816"},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210154939","display_name":"G\u00e9n\u00e9tique Physiologie et Syst\u00e8mes d'Elevage","ror":"https://ror.org/04gg6ne93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I176063091","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210088668","https://openalex.org/I4210117091","https://openalex.org/I4210154939"]},{"id":"https://openalex.org/I4387155609","display_name":"Dynamiques et \u00e9cologie des paysages agriforestiers","ror":"https://ror.org/04wa4se75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210088668","https://openalex.org/I4210089154","https://openalex.org/I4387155609","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"N. Karasiak","raw_affiliation_strings":["INRAE, UMR DYNAFOR, Universit\u00e9 de Toulouse, Castanet-Tolosan, France","DYNAFOR - Dynamiques et \u00e9cologie des paysages agriforestiers (24 Chemin de Borde-Rouge Auzeville CS 52627\r\n31326 Castanet Tolosan Cedex - France)"],"raw_orcid":"https://orcid.org/0000-0002-1558-0816","affiliations":[{"raw_affiliation_string":"INRAE, UMR DYNAFOR, Universit\u00e9 de Toulouse, Castanet-Tolosan, France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I4210088668","https://openalex.org/I4210154939","https://openalex.org/I4387155609"]},{"raw_affiliation_string":"DYNAFOR - Dynamiques et \u00e9cologie des paysages agriforestiers (24 Chemin de Borde-Rouge Auzeville CS 52627\r\n31326 Castanet Tolosan Cedex - France)","institution_ids":["https://openalex.org/I4387155609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089387904","display_name":"Jean-Fran\u00e7ois Dejoux","orcid":"https://orcid.org/0000-0001-8626-0169"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210100083","display_name":"Centre d'\u00c9tudes Spatiales de la Biosph\u00e8re","ror":"https://ror.org/01225hq90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210100083","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210166444"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J.-F. Dejoux","raw_affiliation_strings":["CNES/CNRS/INRAE/IRD/UPS, UMR CESBIO, Universit\u00e9 de Toulouse, Toulouse, France","CESBIO - Centre d'\u00e9tudes spatiales de la biosph\u00e8re (bpi 2801 18 Av Edouard Belin 31401 TOULOUSE CEDEX 4 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNES/CNRS/INRAE/IRD/UPS, UMR CESBIO, Universit\u00e9 de Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I17866349","https://openalex.org/I4210088668","https://openalex.org/I4210100083","https://openalex.org/I4210166444"]},{"raw_affiliation_string":"CESBIO - Centre d'\u00e9tudes spatiales de la biosph\u00e8re (bpi 2801 18 Av Edouard Belin 31401 TOULOUSE CEDEX 4 - France)","institution_ids":["https://openalex.org/I4210100083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078648229","display_name":"Claude Monteil","orcid":"https://orcid.org/0000-0002-2521-0472"},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210154939","display_name":"G\u00e9n\u00e9tique Physiologie et Syst\u00e8mes d'Elevage","ror":"https://ror.org/04gg6ne93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I176063091","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210088668","https://openalex.org/I4210117091","https://openalex.org/I4210154939"]},{"id":"https://openalex.org/I4387155609","display_name":"Dynamiques et \u00e9cologie des paysages agriforestiers","ror":"https://ror.org/04wa4se75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210088668","https://openalex.org/I4210089154","https://openalex.org/I4387155609","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C. Monteil","raw_affiliation_strings":["INRAE, UMR DYNAFOR, Universit\u00e9 de Toulouse, Castanet-Tolosan, France","DYNAFOR - Dynamiques et \u00e9cologie des paysages agriforestiers (24 Chemin de Borde-Rouge Auzeville CS 52627\r\n31326 Castanet Tolosan Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRAE, UMR DYNAFOR, Universit\u00e9 de Toulouse, Castanet-Tolosan, France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I4210088668","https://openalex.org/I4210154939","https://openalex.org/I4387155609"]},{"raw_affiliation_string":"DYNAFOR - Dynamiques et \u00e9cologie des paysages agriforestiers (24 Chemin de Borde-Rouge Auzeville CS 52627\r\n31326 Castanet Tolosan Cedex - France)","institution_ids":["https://openalex.org/I4387155609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002050260","display_name":"David Sheeren","orcid":"https://orcid.org/0000-0001-8016-5355"},"institutions":[{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210154939","display_name":"G\u00e9n\u00e9tique Physiologie et Syst\u00e8mes d'Elevage","ror":"https://ror.org/04gg6ne93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I176063091","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210088668","https://openalex.org/I4210117091","https://openalex.org/I4210154939"]},{"id":"https://openalex.org/I4387155609","display_name":"Dynamiques et \u00e9cologie des paysages agriforestiers","ror":"https://ror.org/04wa4se75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210088668","https://openalex.org/I4210089154","https://openalex.org/I4387155609","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"D. Sheeren","raw_affiliation_strings":["INRAE, UMR DYNAFOR, Universit\u00e9 de Toulouse, Castanet-Tolosan, France","DYNAFOR - Dynamiques et \u00e9cologie des paysages agriforestiers (24 Chemin de Borde-Rouge Auzeville CS 52627\r\n31326 Castanet Tolosan Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRAE, UMR DYNAFOR, Universit\u00e9 de Toulouse, Castanet-Tolosan, France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I4210088668","https://openalex.org/I4210154939","https://openalex.org/I4387155609"]},{"raw_affiliation_string":"DYNAFOR - Dynamiques et \u00e9cologie des paysages agriforestiers (24 Chemin de Borde-Rouge Auzeville CS 52627\r\n31326 Castanet Tolosan Cedex - France)","institution_ids":["https://openalex.org/I4387155609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5043251156"],"corresponding_institution_ids":["https://openalex.org/I17866349","https://openalex.org/I4210088668","https://openalex.org/I4210154939","https://openalex.org/I4387155609"],"apc_list":{"value":2780,"currency":"USD","value_usd":2780},"apc_paid":null,"fwci":6.6879,"has_fulltext":true,"cited_by_count":144,"citation_normalized_percentile":{"value":0.97333446,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"111","issue":"7","first_page":"2715","last_page":"2740"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9922999739646912,"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/spatial-analysis","display_name":"Spatial analysis","score":0.7319913506507874},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6947530508041382},{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.6054607629776001},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.5678938031196594},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5507156848907471},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5330010652542114},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.522031307220459},{"id":"https://openalex.org/keywords/autocorrelation","display_name":"Autocorrelation","score":0.5218904614448547},{"id":"https://openalex.org/keywords/spatial-correlation","display_name":"Spatial correlation","score":0.4708634912967682},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4278649687767029},{"id":"https://openalex.org/keywords/cross-validation","display_name":"Cross-validation","score":0.4137348234653473},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.4108026623725891},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38758304715156555},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.27712148427963257},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19582706689834595}],"concepts":[{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.7319913506507874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6947530508041382},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.6054607629776001},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.5678938031196594},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5507156848907471},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5330010652542114},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.522031307220459},{"id":"https://openalex.org/C5297727","wikidata":"https://www.wikidata.org/wiki/Q786970","display_name":"Autocorrelation","level":2,"score":0.5218904614448547},{"id":"https://openalex.org/C150060386","wikidata":"https://www.wikidata.org/wiki/Q7574054","display_name":"Spatial correlation","level":2,"score":0.4708634912967682},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4278649687767029},{"id":"https://openalex.org/C27181475","wikidata":"https://www.wikidata.org/wiki/Q541014","display_name":"Cross-validation","level":2,"score":0.4137348234653473},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.4108026623725891},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38758304715156555},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.27712148427963257},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19582706689834595},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10994-021-05972-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-05972-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-05972-1.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03238347v1","is_oa":false,"landing_page_url":"https://hal.inrae.fr/hal-03238347","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":"Machine Learning, 2021, 111, pp.2715-2740. ⟨10.1007/s10994-021-05972-1⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10994-021-05972-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-021-05972-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-021-05972-1.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"},{"id":"https://openalex.org/F4320322727","display_name":"Minist\u00e8re de l'Education Nationale, de l'Enseignement Superieur et de la Recherche","ror":"https://ror.org/03sjk9a61"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3159278315.pdf","grobid_xml":"https://content.openalex.org/works/W3159278315.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W1505750693","https://openalex.org/W1546499378","https://openalex.org/W1565635109","https://openalex.org/W1972623493","https://openalex.org/W1974289021","https://openalex.org/W1989314352","https://openalex.org/W1995716834","https://openalex.org/W1997005542","https://openalex.org/W2000299034","https://openalex.org/W2001298023","https://openalex.org/W2002329912","https://openalex.org/W2004206930","https://openalex.org/W2006203995","https://openalex.org/W2010884258","https://openalex.org/W2011500029","https://openalex.org/W2028226037","https://openalex.org/W2038546254","https://openalex.org/W2043105755","https://openalex.org/W2065040528","https://openalex.org/W2069099149","https://openalex.org/W2069820899","https://openalex.org/W2081694572","https://openalex.org/W2086685817","https://openalex.org/W2091308143","https://openalex.org/W2092313418","https://openalex.org/W2101234009","https://openalex.org/W2102150301","https://openalex.org/W2104896032","https://openalex.org/W2111672757","https://openalex.org/W2113388748","https://openalex.org/W2114828048","https://openalex.org/W2115650663","https://openalex.org/W2117527927","https://openalex.org/W2120037570","https://openalex.org/W2130956715","https://openalex.org/W2132424470","https://openalex.org/W2138973222","https://openalex.org/W2139670955","https://openalex.org/W2148381466","https://openalex.org/W2149765389","https://openalex.org/W2153002266","https://openalex.org/W2160061095","https://openalex.org/W2161293062","https://openalex.org/W2170565777","https://openalex.org/W2314785379","https://openalex.org/W2463773089","https://openalex.org/W2476660127","https://openalex.org/W2531168480","https://openalex.org/W2560136348","https://openalex.org/W2580696810","https://openalex.org/W2581906016","https://openalex.org/W2589780155","https://openalex.org/W2704211671","https://openalex.org/W2729033468","https://openalex.org/W2756970925","https://openalex.org/W2767892018","https://openalex.org/W2768064233","https://openalex.org/W2790063226","https://openalex.org/W2794916302","https://openalex.org/W2801774111","https://openalex.org/W2894165434","https://openalex.org/W2910355480","https://openalex.org/W2911964244","https://openalex.org/W2916589414","https://openalex.org/W2947411206","https://openalex.org/W2952516441","https://openalex.org/W2953011380","https://openalex.org/W2972629016","https://openalex.org/W2979065907","https://openalex.org/W2999585470","https://openalex.org/W3012018750","https://openalex.org/W3019226622","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4205140848","https://openalex.org/W2068663075","https://openalex.org/W2978678743","https://openalex.org/W2797837731","https://openalex.org/W829257147","https://openalex.org/W4390832911","https://openalex.org/W4385302116","https://openalex.org/W3081389670","https://openalex.org/W2549786917","https://openalex.org/W3204758414"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":44},{"year":2025,"cited_by_count":33},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":3}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}