{"id":"https://openalex.org/W3194402148","doi":"https://doi.org/10.1007/s12145-021-00673-8","title":"Predicting soil organic carbon by integrating Landsat 8 OLI, GIS and data mining techniques in semi-arid region","display_name":"Predicting soil organic carbon by integrating Landsat 8 OLI, GIS and data mining techniques in semi-arid region","publication_year":2021,"publication_date":"2021-08-14","ids":{"openalex":"https://openalex.org/W3194402148","doi":"https://doi.org/10.1007/s12145-021-00673-8","mag":"3194402148"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-021-00673-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-021-00673-8","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":"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/A5006840215","display_name":"Mohammad Akbari","orcid":"https://orcid.org/0000-0002-6882-874X"},"institutions":[{"id":"https://openalex.org/I97626857","display_name":"University of Birjand","ror":"https://ror.org/03g4hym73","country_code":"IR","type":"education","lineage":["https://openalex.org/I97626857"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mohammad Akbari","raw_affiliation_strings":["Department of Civil Engineering, University of Birjand, Birjand, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Birjand, Birjand, Iran","institution_ids":["https://openalex.org/I97626857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034045412","display_name":"Iman Goudarzi","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Iman Goudarzi","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Politecnico Di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Politecnico Di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072081755","display_name":"Mohammad Tahmoures","orcid":"https://orcid.org/0000-0001-5399-0173"},"institutions":[{"id":"https://openalex.org/I4210088633","display_name":"Soil Conservation and Watershed Management Research","ror":"https://ror.org/0066jc902","country_code":"IR","type":"facility","lineage":["https://openalex.org/I4210088633"]},{"id":"https://openalex.org/I4210141426","display_name":"Agricultural Research & Education Organization","ror":"https://ror.org/032hv6w38","country_code":"IR","type":"nonprofit","lineage":["https://openalex.org/I4210141426"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Tahmoures","raw_affiliation_strings":["Department of Soil Conservation and Watershed Management, Zanjan Agricultural and Natural Resources Research Center, AREEO, Zanjan, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Soil Conservation and Watershed Management, Zanjan Agricultural and Natural Resources Research Center, AREEO, Zanjan, Iran","institution_ids":["https://openalex.org/I4210088633","https://openalex.org/I4210141426"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080064957","display_name":"Marischa Elveny","orcid":"https://orcid.org/0000-0003-2014-6173"},"institutions":[{"id":"https://openalex.org/I254887060","display_name":"University of North Sumatra","ror":"https://ror.org/01kknrc90","country_code":"ID","type":"education","lineage":["https://openalex.org/I254887060"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Marischa Elveny","raw_affiliation_strings":["Data Science & Computational Intelligence Research Group, Universitas Sumatera Utara, Medan, Indonesia"],"affiliations":[{"raw_affiliation_string":"Data Science & Computational Intelligence Research Group, Universitas Sumatera Utara, Medan, Indonesia","institution_ids":["https://openalex.org/I254887060"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044984690","display_name":"Ivan Bakhshayeshi","orcid":"https://orcid.org/0000-0001-5797-586X"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Iman Bakhshayeshi","raw_affiliation_strings":["School of Built Environment, University of New South Wales, Sydney, Australia","School of Engineering, Faculty of Science and Engineering, Macquarie University, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"School of Built Environment, University of New South Wales, Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Engineering, Faculty of Science and Engineering, Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006840215","https://openalex.org/A5080064957"],"corresponding_institution_ids":["https://openalex.org/I254887060","https://openalex.org/I97626857"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.3654,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.78085926,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"14","issue":"4","first_page":"2113","last_page":"2122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","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"}},"topics":[{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9965000152587891,"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/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/mean-squared-error","display_name":"Mean squared error","score":0.7030622959136963},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.6119396686553955},{"id":"https://openalex.org/keywords/soil-carbon","display_name":"Soil carbon","score":0.6043359637260437},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5516499280929565},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5349888205528259},{"id":"https://openalex.org/keywords/correlation-coefficient","display_name":"Correlation coefficient","score":0.5282831788063049},{"id":"https://openalex.org/keywords/arid","display_name":"Arid","score":0.5018861293792725},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.484050452709198},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4838925302028656},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4790671765804291},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.42083969712257385},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3838188052177429},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.38068318367004395},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.371093213558197},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3623630106449127},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.30772867798805237},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.17368462681770325},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13191884756088257},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1172843873500824},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08638066053390503}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.7030622959136963},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.6119396686553955},{"id":"https://openalex.org/C39464130","wikidata":"https://www.wikidata.org/wiki/Q7554898","display_name":"Soil carbon","level":3,"score":0.6043359637260437},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5516499280929565},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5349888205528259},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.5282831788063049},{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.5018861293792725},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.484050452709198},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4838925302028656},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4790671765804291},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.42083969712257385},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3838188052177429},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.38068318367004395},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.371093213558197},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3623630106449127},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.30772867798805237},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.17368462681770325},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13191884756088257},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1172843873500824},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08638066053390503},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-021-00673-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-021-00673-8","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":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1596452301","https://openalex.org/W1964169542","https://openalex.org/W1964217023","https://openalex.org/W1970361125","https://openalex.org/W1973273412","https://openalex.org/W1973926498","https://openalex.org/W1985707702","https://openalex.org/W1989086369","https://openalex.org/W1999602137","https://openalex.org/W2003625635","https://openalex.org/W2007351151","https://openalex.org/W2013556788","https://openalex.org/W2013719902","https://openalex.org/W2014228598","https://openalex.org/W2019858043","https://openalex.org/W2027244875","https://openalex.org/W2034334268","https://openalex.org/W2035877127","https://openalex.org/W2045287632","https://openalex.org/W2056114942","https://openalex.org/W2081255089","https://openalex.org/W2087047858","https://openalex.org/W2089568739","https://openalex.org/W2090602773","https://openalex.org/W2091160252","https://openalex.org/W2113410727","https://openalex.org/W2156909104","https://openalex.org/W2224936358","https://openalex.org/W2312032020","https://openalex.org/W2323082653","https://openalex.org/W2411263686","https://openalex.org/W2472855564","https://openalex.org/W2496675188","https://openalex.org/W2506738763","https://openalex.org/W2573715514","https://openalex.org/W2579486704","https://openalex.org/W2619807833","https://openalex.org/W2696248713","https://openalex.org/W2754473040","https://openalex.org/W2767663224","https://openalex.org/W2774174446","https://openalex.org/W2792209502","https://openalex.org/W2792422161","https://openalex.org/W2899340544","https://openalex.org/W2899925677","https://openalex.org/W2911546748","https://openalex.org/W2973863446","https://openalex.org/W2980248715","https://openalex.org/W2996839480","https://openalex.org/W3017261357","https://openalex.org/W3143520289"],"related_works":["https://openalex.org/W2360847790","https://openalex.org/W620177578","https://openalex.org/W2091044417","https://openalex.org/W2591473213","https://openalex.org/W2118461778","https://openalex.org/W2281753746","https://openalex.org/W3215112565","https://openalex.org/W2294130298","https://openalex.org/W3006581312","https://openalex.org/W1985321524"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
