{"id":"https://openalex.org/W4385717732","doi":"https://doi.org/10.1007/s12145-023-01032-5","title":"Scalable big earth observation data mining algorithms: a review","display_name":"Scalable big earth observation data mining algorithms: a review","publication_year":2023,"publication_date":"2023-08-11","ids":{"openalex":"https://openalex.org/W4385717732","doi":"https://doi.org/10.1007/s12145-023-01032-5"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-023-01032-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-023-01032-5","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"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":"Earth Science Informatics","raw_type":"journal-article"},"type":"review","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/A5040451103","display_name":"Neha Sisodiya","orcid":"https://orcid.org/0000-0002-9525-8666"},"institutions":[{"id":"https://openalex.org/I165831266","display_name":"Nirma University","ror":"https://ror.org/05qkq7x38","country_code":"IN","type":"education","lineage":["https://openalex.org/I165831266"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Neha Sisodiya","raw_affiliation_strings":["Department of Computer Engg., Institute of Technology, Nirma University, Ahmedabad, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engg., Institute of Technology, Nirma University, Ahmedabad, India","institution_ids":["https://openalex.org/I165831266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063372437","display_name":"Nitant Dube","orcid":"https://orcid.org/0000-0002-2230-895X"},"institutions":[{"id":"https://openalex.org/I1289461252","display_name":"Indian Space Research Organisation","ror":"https://ror.org/00cwrns71","country_code":"IN","type":"government","lineage":["https://openalex.org/I1289461252","https://openalex.org/I3148377317"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nitant Dube","raw_affiliation_strings":["SAC-ISRO, Ahmedabad, India"],"affiliations":[{"raw_affiliation_string":"SAC-ISRO, Ahmedabad, India","institution_ids":["https://openalex.org/I1289461252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101619750","display_name":"Om Prakash","orcid":"https://orcid.org/0009-0003-1055-3637"},"institutions":[{"id":"https://openalex.org/I185052938","display_name":"Hemwati Nandan Bahuguna Garhwal University","ror":"https://ror.org/00mvp1q86","country_code":"IN","type":"education","lineage":["https://openalex.org/I185052938"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Om Prakash","raw_affiliation_strings":["Department of Computer Science and Engineering HNB Garhwal University, Gharwal, Srinagar, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering HNB Garhwal University, Gharwal, Srinagar, India","institution_ids":["https://openalex.org/I185052938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040463901","display_name":"Priyank Thakkar","orcid":"https://orcid.org/0000-0001-8241-0617"},"institutions":[{"id":"https://openalex.org/I165831266","display_name":"Nirma University","ror":"https://ror.org/05qkq7x38","country_code":"IN","type":"education","lineage":["https://openalex.org/I165831266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Priyank Thakkar","raw_affiliation_strings":["Department of Computer Engg., Institute of Technology, Nirma University, Ahmedabad, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engg., Institute of Technology, Nirma University, Ahmedabad, India","institution_ids":["https://openalex.org/I165831266"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040451103"],"corresponding_institution_ids":["https://openalex.org/I165831266"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.3198,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78879298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"16","issue":"3","first_page":"1993","last_page":"2016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9900000095367432,"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/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9900000095367432,"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/T11106","display_name":"Data Management and Algorithms","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T14280","display_name":"Big Data Technologies and Applications","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8152695298194885},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6945689916610718},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6856483817100525},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.6434949040412903},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5950927734375},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5898501873016357},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5463826656341553},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.527237594127655},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5050340294837952},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.48837631940841675},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4855611026287079},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.46766436100006104},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.4282616674900055},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.41750872135162354},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.17584097385406494},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.16427552700042725},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16083669662475586}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8152695298194885},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6945689916610718},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6856483817100525},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.6434949040412903},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5950927734375},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5898501873016357},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5463826656341553},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.527237594127655},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5050340294837952},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.48837631940841675},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4855611026287079},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.46766436100006104},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.4282616674900055},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.41750872135162354},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.17584097385406494},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.16427552700042725},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16083669662475586},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-023-01032-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-023-01032-5","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"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":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":136,"referenced_works":["https://openalex.org/W1775626196","https://openalex.org/W1793682325","https://openalex.org/W1815640012","https://openalex.org/W1826023710","https://openalex.org/W1850843018","https://openalex.org/W1970664916","https://openalex.org/W1971022913","https://openalex.org/W1971883950","https://openalex.org/W1972098564","https://openalex.org/W1985089860","https://openalex.org/W2016644427","https://openalex.org/W2018627383","https://openalex.org/W2019894268","https://openalex.org/W2033699992","https://openalex.org/W2038182256","https://openalex.org/W2040666619","https://openalex.org/W2045965468","https://openalex.org/W2051265785","https://openalex.org/W2054296973","https://openalex.org/W2064276986","https://openalex.org/W2083310487","https://openalex.org/W2085103703","https://openalex.org/W2089858150","https://openalex.org/W2116754301","https://openalex.org/W2126626732","https://openalex.org/W2133286160","https://openalex.org/W2147814836","https://openalex.org/W2150341945","https://openalex.org/W2153793343","https://openalex.org/W2160642098","https://openalex.org/W2171580012","https://openalex.org/W2172034491","https://openalex.org/W2195957445","https://openalex.org/W2202100984","https://openalex.org/W2221487567","https://openalex.org/W2225384674","https://openalex.org/W2313755893","https://openalex.org/W2333230539","https://openalex.org/W2337344967","https://openalex.org/W2347081292","https://openalex.org/W2412247133","https://openalex.org/W2416708566","https://openalex.org/W2418840158","https://openalex.org/W2430968773","https://openalex.org/W2460117188","https://openalex.org/W2478371968","https://openalex.org/W2539932644","https://openalex.org/W2547509295","https://openalex.org/W2550230092","https://openalex.org/W2550379859","https://openalex.org/W2551452906","https://openalex.org/W2566103872","https://openalex.org/W2566940405","https://openalex.org/W2569285272","https://openalex.org/W2581656659","https://openalex.org/W2585602915","https://openalex.org/W2589851842","https://openalex.org/W2592385957","https://openalex.org/W2595694773","https://openalex.org/W2596326966","https://openalex.org/W2596720050","https://openalex.org/W2605610514","https://openalex.org/W2608085886","https://openalex.org/W2614836938","https://openalex.org/W2617773476","https://openalex.org/W2619634102","https://openalex.org/W2727738022","https://openalex.org/W2732428265","https://openalex.org/W2732883235","https://openalex.org/W2734861848","https://openalex.org/W2735735528","https://openalex.org/W2748917386","https://openalex.org/W2753799023","https://openalex.org/W2754531448","https://openalex.org/W2761140038","https://openalex.org/W2766068522","https://openalex.org/W2775069442","https://openalex.org/W2779075492","https://openalex.org/W2785279358","https://openalex.org/W2792826355","https://openalex.org/W2792886831","https://openalex.org/W2793342280","https://openalex.org/W2800298063","https://openalex.org/W2802183958","https://openalex.org/W2806769607","https://openalex.org/W2810616821","https://openalex.org/W2823290781","https://openalex.org/W2834003559","https://openalex.org/W2854894012","https://openalex.org/W2864415862","https://openalex.org/W2883417545","https://openalex.org/W2899326246","https://openalex.org/W2899455516","https://openalex.org/W2915726461","https://openalex.org/W2917032349","https://openalex.org/W2922636440","https://openalex.org/W2923554407","https://openalex.org/W2943159637","https://openalex.org/W2944441685","https://openalex.org/W2952501835","https://openalex.org/W2952629512","https://openalex.org/W2963935416","https://openalex.org/W2965443650","https://openalex.org/W2966511067","https://openalex.org/W2974334446","https://openalex.org/W2977808141","https://openalex.org/W2987371963","https://openalex.org/W2997208123","https://openalex.org/W2998039052","https://openalex.org/W3013702075","https://openalex.org/W3033545933","https://openalex.org/W3041549894","https://openalex.org/W3089201281","https://openalex.org/W3092348013","https://openalex.org/W3092762910","https://openalex.org/W3098955060","https://openalex.org/W3101203587","https://openalex.org/W3112881537","https://openalex.org/W3118358609","https://openalex.org/W3125810093","https://openalex.org/W3158557294","https://openalex.org/W3160702718","https://openalex.org/W3162244802","https://openalex.org/W3194555964","https://openalex.org/W3212507035","https://openalex.org/W3216446284","https://openalex.org/W4200586276","https://openalex.org/W4206241977","https://openalex.org/W4206617559","https://openalex.org/W4230242684","https://openalex.org/W4239867545","https://openalex.org/W4250496981","https://openalex.org/W4284695068","https://openalex.org/W4296822528","https://openalex.org/W4375827245","https://openalex.org/W4375827290"],"related_works":["https://openalex.org/W2347219288","https://openalex.org/W4327772909","https://openalex.org/W3193291603","https://openalex.org/W2008316021","https://openalex.org/W1583949593","https://openalex.org/W3183283580","https://openalex.org/W4226248369","https://openalex.org/W2799922619","https://openalex.org/W3039976044","https://openalex.org/W2062642671"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}