{"id":"https://openalex.org/W3131130789","doi":"https://doi.org/10.1109/igarss39084.2020.9324185","title":"MERRAMax: A machine learning approach to stochastic convergence with a multi-variate dataset","display_name":"MERRAMax: A machine learning approach to stochastic convergence with a multi-variate dataset","publication_year":2020,"publication_date":"2020-09-26","ids":{"openalex":"https://openalex.org/W3131130789","doi":"https://doi.org/10.1109/igarss39084.2020.9324185","mag":"3131130789"},"language":"en","primary_location":{"id":"doi:10.1109/igarss39084.2020.9324185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss39084.2020.9324185","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium","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/A5018699872","display_name":"Mark Carroll","orcid":"https://orcid.org/0000-0001-6829-7961"},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"M.L. Carroll","raw_affiliation_strings":["NASA Goddard Space Flight Center"],"affiliations":[{"raw_affiliation_string":"NASA Goddard Space Flight Center","institution_ids":["https://openalex.org/I1306266525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028328772","display_name":"John L. Schnase","orcid":"https://orcid.org/0000-0001-7473-3977"},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J.L. Schnase","raw_affiliation_strings":["NASA Goddard Space Flight Center"],"affiliations":[{"raw_affiliation_string":"NASA Goddard Space Flight Center","institution_ids":["https://openalex.org/I1306266525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112657445","display_name":"Roger Gill","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124276","display_name":"Arctic Slope Regional (United States)","ror":"https://ror.org/024jgsd53","country_code":"US","type":"company","lineage":["https://openalex.org/I4210124276"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R.L. Gill","raw_affiliation_strings":["Arctic Slope Regional Corporation"],"affiliations":[{"raw_affiliation_string":"Arctic Slope Regional Corporation","institution_ids":["https://openalex.org/I4210124276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023709438","display_name":"Glenn S. Tamkin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124276","display_name":"Arctic Slope Regional (United States)","ror":"https://ror.org/024jgsd53","country_code":"US","type":"company","lineage":["https://openalex.org/I4210124276"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G.S. Tamkin","raw_affiliation_strings":["Arctic Slope Regional Corporation"],"affiliations":[{"raw_affiliation_string":"Arctic Slope Regional Corporation","institution_ids":["https://openalex.org/I4210124276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020633490","display_name":"Jin Li","orcid":"https://orcid.org/0000-0002-4824-8051"},"institutions":[{"id":"https://openalex.org/I4210124276","display_name":"Arctic Slope Regional (United States)","ror":"https://ror.org/024jgsd53","country_code":"US","type":"company","lineage":["https://openalex.org/I4210124276"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Li","raw_affiliation_strings":["Arctic Slope Regional Corporation"],"affiliations":[{"raw_affiliation_string":"Arctic Slope Regional Corporation","institution_ids":["https://openalex.org/I4210124276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037661119","display_name":"Thomas Maxwell","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124276","display_name":"Arctic Slope Regional (United States)","ror":"https://ror.org/024jgsd53","country_code":"US","type":"company","lineage":["https://openalex.org/I4210124276"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T.P. Maxwell","raw_affiliation_strings":["Arctic Slope Regional Corporation"],"affiliations":[{"raw_affiliation_string":"Arctic Slope Regional Corporation","institution_ids":["https://openalex.org/I4210124276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019166005","display_name":"Savannah L. Strong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124276","display_name":"Arctic Slope Regional (United States)","ror":"https://ror.org/024jgsd53","country_code":"US","type":"company","lineage":["https://openalex.org/I4210124276"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S.L. Strong","raw_affiliation_strings":["Arctic Slope Regional Corporation"],"affiliations":[{"raw_affiliation_string":"Arctic Slope Regional Corporation","institution_ids":["https://openalex.org/I4210124276"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056603462","display_name":"Mary E. Aronne","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124276","display_name":"Arctic Slope Regional (United States)","ror":"https://ror.org/024jgsd53","country_code":"US","type":"company","lineage":["https://openalex.org/I4210124276"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Aronne","raw_affiliation_strings":["Arctic Slope Regional Corporation"],"affiliations":[{"raw_affiliation_string":"Arctic Slope Regional Corporation","institution_ids":["https://openalex.org/I4210124276"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5018699872"],"corresponding_institution_ids":["https://openalex.org/I1306266525"],"apc_list":null,"apc_paid":null,"fwci":0.5331,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76099283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2017","last_page":"2020"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T13398","display_name":"Data Analysis with R","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10005","display_name":"Ecology and Vegetation Dynamics Studies","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/random-variate","display_name":"Random variate","score":0.7154589295387268},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7131168246269226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6097719669342041},{"id":"https://openalex.org/keywords/statistical-inference","display_name":"Statistical inference","score":0.6011877655982971},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5960056185722351},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5900310277938843},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.562687873840332},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5141687393188477},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.4458247423171997},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4117036759853363},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.3464745879173279},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15031909942626953},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14491933584213257}],"concepts":[{"id":"https://openalex.org/C141547133","wikidata":"https://www.wikidata.org/wiki/Q7291996","display_name":"Random variate","level":3,"score":0.7154589295387268},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7131168246269226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6097719669342041},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.6011877655982971},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5960056185722351},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5900310277938843},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.562687873840332},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5141687393188477},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.4458247423171997},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4117036759853363},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.3464745879173279},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15031909942626953},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14491933584213257},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss39084.2020.9324185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss39084.2020.9324185","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1549142192","https://openalex.org/W1966811787","https://openalex.org/W2011013830","https://openalex.org/W2032558547","https://openalex.org/W2051416171","https://openalex.org/W2098827790","https://openalex.org/W2121745948","https://openalex.org/W2124329346","https://openalex.org/W2151249467","https://openalex.org/W2173251738","https://openalex.org/W2611772571","https://openalex.org/W2615432987","https://openalex.org/W2790104332","https://openalex.org/W6926439816"],"related_works":["https://openalex.org/W2012803856","https://openalex.org/W2140535265","https://openalex.org/W2795206833","https://openalex.org/W3183730129","https://openalex.org/W2970045733","https://openalex.org/W2224278315","https://openalex.org/W3035045542","https://openalex.org/W4288910996","https://openalex.org/W2103512689","https://openalex.org/W2615355269"],"abstract_inverted_index":{"Using":[0],"a":[1,13,21,35,45,50,57],"combination":[2],"of":[3,41,53,56,59],"high":[4],"end":[5],"computing":[6],"and":[7,47],"machine":[8],"learning":[9],"algorithms":[10],"we":[11],"developed":[12],"system":[14,30],"to":[15,37,44,48],"interrogate":[16],"climate":[17],"reanalysis":[18],"data":[19],"in":[20,68],"species":[22,46,58],"distribution":[23,55],"model.":[24],"The":[25],"results":[26],"show":[27],"that":[28],"this":[29],"can":[31],"be":[32],"used":[33],"as":[34],"tool":[36],"identify":[38],"key":[39],"variables":[40],"interest":[42],"relevant":[43],"generate":[49],"probability":[51],"map":[52],"the":[54],"interest.":[60],"This":[61],"opens":[62],"new":[63],"avenues":[64],"for":[65],"statistical":[66],"inference":[67],"regions":[69],"with":[70],"sparse":[71],"observational":[72],"data.":[73]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
