{"id":"https://openalex.org/W2283415954","doi":"https://doi.org/10.1007/s12145-016-0251-9","title":"New variogram modeling method using MGGP and SVR","display_name":"New variogram modeling method using MGGP and SVR","publication_year":2016,"publication_date":"2016-02-16","ids":{"openalex":"https://openalex.org/W2283415954","doi":"https://doi.org/10.1007/s12145-016-0251-9","mag":"2283415954"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-016-0251-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-016-0251-9","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/A5067580488","display_name":"Han Chang-ik","orcid":null},"institutions":[{"id":"https://openalex.org/I344333522","display_name":"Kim Chaek University of Technology","ror":"https://ror.org/04vew1z32","country_code":"KP","type":"education","lineage":["https://openalex.org/I344333522"]},{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN","KP"],"is_corresponding":true,"raw_author_name":"Changik Han","raw_affiliation_strings":["College of Geoexploration Engineering, Kimchaek University of Technology, Pyongyang, Democratic People\u2019s Republic of Korea","College of Resources & Civil, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Geoexploration Engineering, Kimchaek University of Technology, Pyongyang, Democratic People\u2019s Republic of Korea","institution_ids":["https://openalex.org/I344333522"]},{"raw_affiliation_string":"College of Resources & Civil, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116881600","display_name":"Jiyang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiyang Wang","raw_affiliation_strings":["College of Information Science & Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science & Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018751146","display_name":"Mingguo Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingguo Zheng","raw_affiliation_strings":["College of Information Science & Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science & Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028950604","display_name":"Ende Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ende Wang","raw_affiliation_strings":["College of Resources & Civil, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Resources & Civil, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076019727","display_name":"Jianming Xia","orcid":"https://orcid.org/0000-0001-6295-5425"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianming Xia","raw_affiliation_strings":["College of Resources & Civil, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"College of Resources & Civil, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040900683","display_name":"LI Gwang-su","orcid":null},"institutions":[{"id":"https://openalex.org/I344333522","display_name":"Kim Chaek University of Technology","ror":"https://ror.org/04vew1z32","country_code":"KP","type":"education","lineage":["https://openalex.org/I344333522"]}],"countries":["KP"],"is_corresponding":false,"raw_author_name":"GwangSu Li","raw_affiliation_strings":["College of Geoexploration Engineering, Kimchaek University of Technology, Pyongyang, Democratic People\u2019s Republic of Korea","College of Geoexploration Engineering, Kimchaek University of Technology, Pyongyang, Democratic People's Republic of Korea"],"affiliations":[{"raw_affiliation_string":"College of Geoexploration Engineering, Kimchaek University of Technology, Pyongyang, Democratic People\u2019s Republic of Korea","institution_ids":["https://openalex.org/I344333522"]},{"raw_affiliation_string":"College of Geoexploration Engineering, Kimchaek University of Technology, Pyongyang, Democratic People's Republic of Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064386730","display_name":"Sunchol Choe","orcid":null},"institutions":[{"id":"https://openalex.org/I344333522","display_name":"Kim Chaek University of Technology","ror":"https://ror.org/04vew1z32","country_code":"KP","type":"education","lineage":["https://openalex.org/I344333522"]}],"countries":["KP"],"is_corresponding":false,"raw_author_name":"Sunchol Choe","raw_affiliation_strings":["College of Geoexploration Engineering, Kimchaek University of Technology, Pyongyang, Democratic People\u2019s Republic of Korea","College of Geoexploration Engineering, Kimchaek University of Technology, Pyongyang, Democratic People's Republic of Korea"],"affiliations":[{"raw_affiliation_string":"College of Geoexploration Engineering, Kimchaek University of Technology, Pyongyang, Democratic People\u2019s Republic of Korea","institution_ids":["https://openalex.org/I344333522"]},{"raw_affiliation_string":"College of Geoexploration Engineering, Kimchaek University of Technology, Pyongyang, Democratic People's Republic of Korea","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5067580488"],"corresponding_institution_ids":["https://openalex.org/I344333522","https://openalex.org/I9224756"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.3303,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.86627989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":"2","first_page":"197","last_page":"213"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9934999942779541,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9934999942779541,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9769999980926514,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9718999862670898,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/variogram","display_name":"Variogram","score":0.9716724157333374},{"id":"https://openalex.org/keywords/geostatistics","display_name":"Geostatistics","score":0.7714494466781616},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.7215999364852905},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.562574565410614},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4544839859008789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4470939040184021},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4117697477340698},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3666025996208191},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2118561565876007},{"id":"https://openalex.org/keywords/spatial-variability","display_name":"Spatial variability","score":0.13433390855789185}],"concepts":[{"id":"https://openalex.org/C154881674","wikidata":"https://www.wikidata.org/wiki/Q2269270","display_name":"Variogram","level":3,"score":0.9716724157333374},{"id":"https://openalex.org/C125572338","wikidata":"https://www.wikidata.org/wiki/Q1440020","display_name":"Geostatistics","level":3,"score":0.7714494466781616},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.7215999364852905},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.562574565410614},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4544839859008789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4470939040184021},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4117697477340698},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3666025996208191},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2118561565876007},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.13433390855789185}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-016-0251-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-016-0251-9","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":88,"referenced_works":["https://openalex.org/W740415","https://openalex.org/W101663867","https://openalex.org/W126680781","https://openalex.org/W203043813","https://openalex.org/W653691133","https://openalex.org/W943932750","https://openalex.org/W1503405070","https://openalex.org/W1517016597","https://openalex.org/W1524068846","https://openalex.org/W1658203383","https://openalex.org/W1921961519","https://openalex.org/W1965965110","https://openalex.org/W1971866367","https://openalex.org/W1977315966","https://openalex.org/W1981192150","https://openalex.org/W1983277120","https://openalex.org/W1994213926","https://openalex.org/W1996170590","https://openalex.org/W1997304481","https://openalex.org/W1999531737","https://openalex.org/W2000418695","https://openalex.org/W2008056655","https://openalex.org/W2008082281","https://openalex.org/W2014772157","https://openalex.org/W2018602381","https://openalex.org/W2021342885","https://openalex.org/W2024697317","https://openalex.org/W2027792629","https://openalex.org/W2036079720","https://openalex.org/W2037532761","https://openalex.org/W2037842564","https://openalex.org/W2038338100","https://openalex.org/W2038668029","https://openalex.org/W2040371781","https://openalex.org/W2041387425","https://openalex.org/W2041468495","https://openalex.org/W2046422035","https://openalex.org/W2046853335","https://openalex.org/W2047555580","https://openalex.org/W2049475976","https://openalex.org/W2051691088","https://openalex.org/W2055076627","https://openalex.org/W2056489931","https://openalex.org/W2059140581","https://openalex.org/W2060624994","https://openalex.org/W2063246330","https://openalex.org/W2065396024","https://openalex.org/W2065529101","https://openalex.org/W2067104596","https://openalex.org/W2077169469","https://openalex.org/W2080791248","https://openalex.org/W2080891410","https://openalex.org/W2082887897","https://openalex.org/W2084141404","https://openalex.org/W2086877268","https://openalex.org/W2095541970","https://openalex.org/W2101533953","https://openalex.org/W2104193490","https://openalex.org/W2104583144","https://openalex.org/W2114895985","https://openalex.org/W2115819701","https://openalex.org/W2130829682","https://openalex.org/W2133448923","https://openalex.org/W2138786200","https://openalex.org/W2140120534","https://openalex.org/W2143022286","https://openalex.org/W2145874683","https://openalex.org/W2147185485","https://openalex.org/W2152745273","https://openalex.org/W2156909104","https://openalex.org/W2168133902","https://openalex.org/W2170158112","https://openalex.org/W2170621628","https://openalex.org/W2171798729","https://openalex.org/W2180395470","https://openalex.org/W2187100270","https://openalex.org/W2315700685","https://openalex.org/W2891163915","https://openalex.org/W3138949179","https://openalex.org/W3144749065","https://openalex.org/W4229562638","https://openalex.org/W4229875153","https://openalex.org/W4232329630","https://openalex.org/W4243125865","https://openalex.org/W4250482990","https://openalex.org/W4298221226","https://openalex.org/W4301436980","https://openalex.org/W4388284198"],"related_works":["https://openalex.org/W2365452842","https://openalex.org/W2008528586","https://openalex.org/W2895220729","https://openalex.org/W4255440089","https://openalex.org/W2052710480","https://openalex.org/W2368967224","https://openalex.org/W2037793448","https://openalex.org/W3133739838","https://openalex.org/W3016725241","https://openalex.org/W1977441901"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}