{"id":"https://openalex.org/W2041386379","doi":"https://doi.org/10.1109/geoinformatics.2012.6270337","title":"A parallelized multi-objective particle swarm optimization model to design soil sampling network","display_name":"A parallelized multi-objective particle swarm optimization model to design soil sampling network","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2041386379","doi":"https://doi.org/10.1109/geoinformatics.2012.6270337","mag":"2041386379"},"language":"en","primary_location":{"id":"doi:10.1109/geoinformatics.2012.6270337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2012.6270337","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 20th International Conference on Geoinformatics","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/A5045916288","display_name":"Dianfeng Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dianfeng Liu","raw_affiliation_strings":["School of Resource and Environment Science, Ministry of Education Key Laboratory of Geographic Information System, Wuhan University of China, Wuhan, China","School of Resource and Environment Science, Wuhan University, China"],"affiliations":[{"raw_affiliation_string":"School of Resource and Environment Science, Ministry of Education Key Laboratory of Geographic Information System, Wuhan University of China, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Resource and Environment Science, Wuhan University, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100678574","display_name":"Yaolin Liu","orcid":"https://orcid.org/0000-0002-4619-5099"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaolin Liu","raw_affiliation_strings":["School of Resource and Environment Science, Ministry of Education Key Laboratory of Geographic Information System, Wuhan University of China, Wuhan, China","School of Resource and Environment Science, Wuhan University, China"],"affiliations":[{"raw_affiliation_string":"School of Resource and Environment Science, Ministry of Education Key Laboratory of Geographic Information System, Wuhan University of China, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Resource and Environment Science, Wuhan University, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100678580","display_name":"Yanfang Liu","orcid":"https://orcid.org/0009-0001-6499-3705"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfang Liu","raw_affiliation_strings":["School of Resource and Environment Science, Ministry of Education Key Laboratory of Geographic Information System, Wuhan University of China, Wuhan, China","School of Resource and Environment Science, Wuhan University, China"],"affiliations":[{"raw_affiliation_string":"School of Resource and Environment Science, Ministry of Education Key Laboratory of Geographic Information System, Wuhan University of China, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Resource and Environment Science, Wuhan University, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100750017","display_name":"Xiang Zhao","orcid":"https://orcid.org/0000-0001-7124-0640"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Zhao","raw_affiliation_strings":["School of Resource and Environment Science, Ministry of Education Key Laboratory of Geographic Information System, Wuhan University of China, Wuhan, China","School of Resource and Environment Science, Wuhan University, China"],"affiliations":[{"raw_affiliation_string":"School of Resource and Environment Science, Ministry of Education Key Laboratory of Geographic Information System, Wuhan University of China, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Resource and Environment Science, Wuhan University, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5045916288"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":0.2515,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60993134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9728999733924866,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9528999924659729,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7967804074287415},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.7186406850814819},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.699295163154602},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.687829852104187},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5994111895561218},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5072919726371765},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.47862616181373596},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.4518324136734009},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.29277122020721436},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14103838801383972},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10477295517921448}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7967804074287415},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.7186406850814819},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.699295163154602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.687829852104187},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5994111895561218},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5072919726371765},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.47862616181373596},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4518324136734009},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29277122020721436},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14103838801383972},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10477295517921448},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/geoinformatics.2012.6270337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2012.6270337","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 20th International Conference on Geoinformatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W124836353","https://openalex.org/W1993703763","https://openalex.org/W1996582373","https://openalex.org/W2006841864","https://openalex.org/W2043218896","https://openalex.org/W2080225516","https://openalex.org/W2084051747","https://openalex.org/W2084829975","https://openalex.org/W2091611014","https://openalex.org/W2116569388","https://openalex.org/W2125213524","https://openalex.org/W2150174329","https://openalex.org/W2152195021","https://openalex.org/W2152324887","https://openalex.org/W2178453069","https://openalex.org/W2315576482","https://openalex.org/W2386488935","https://openalex.org/W2969280215"],"related_works":["https://openalex.org/W1968523686","https://openalex.org/W298893735","https://openalex.org/W2199291344","https://openalex.org/W4210770325","https://openalex.org/W2211316729","https://openalex.org/W2167342507","https://openalex.org/W4221140712","https://openalex.org/W4247222564","https://openalex.org/W3123323883","https://openalex.org/W2151794096"],"abstract_inverted_index":{"Optimization":[0],"of":[1,15,30,36,73,84,92,110,117],"soil":[2,70],"sampling":[3,21,24,71],"network":[4,72],"is":[5],"a":[6,13,43],"complex":[7],"optimization":[8,48],"problem,":[9],"which":[10,51],"must":[11],"reconcile":[12],"series":[14],"conflicts":[16],"such":[17],"as":[18,61],"survey":[19,59],"budget,":[20],"efficiency":[22,106],"and":[23,57,107],"barriers,":[25],"etc..":[26],"High":[27],"computational":[28,105],"cost":[29],"this":[31],"problem":[32],"motivated":[33],"the":[34,62,85,99,104,111,115,118],"applications":[35],"parallel":[37],"computation":[38],"algorithms.":[39],"Our":[40],"study":[41],"proposes":[42],"parallelized":[44],"multi-objective":[45],"particle":[46],"swarm":[47],"model":[49,65,87,101],"(PMOPSO),":[50],"combines":[52],"minimum":[53,58],"mean":[54],"kriging":[55],"variance":[56],"budget":[60],"objectives.":[63],"The":[64,82,95],"was":[66,88],"applied":[67],"to":[68,90],"optimize":[69],"Hengshan":[74],"County":[75],"in":[76,80],"loess":[77],"hilly":[78],"area":[79],"China.":[81],"performance":[83],"PMOPSO":[86,100],"compared":[89],"that":[91,98],"sequential":[93],"MOPSO.":[94],"results":[96],"indicate":[97],"can":[102],"improve":[103],"fitness":[108],"values":[109],"objectives":[112],"significantly":[113],"at":[114],"expense":[116],"convergence":[119],"rate.":[120]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
