{"id":"https://openalex.org/W2554581832","doi":"https://doi.org/10.1007/978-3-319-48357-3_53","title":"Analysis of Soil Fertility Based on FUMF Algorithm","display_name":"Analysis of Soil Fertility Based on FUMF Algorithm","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2554581832","doi":"https://doi.org/10.1007/978-3-319-48357-3_53","mag":"2554581832"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-48357-3_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-48357-3_53","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://inria.hal.science/hal-01557799","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100442530","display_name":"Hang Chen","orcid":"https://orcid.org/0000-0003-0006-4699"},"institutions":[{"id":"https://openalex.org/I4210101880","display_name":"Institute of Scientific and Technical Information","ror":"https://ror.org/0170b6c09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I107851509","https://openalex.org/I4210101880","https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210152006","display_name":"Jilin Agricultural University","ror":"https://ror.org/05dmhhd41","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152006"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Chen","raw_affiliation_strings":["College of Information Technology, Jilin Agricultural University, Changchun, 130118, China","Institute of Scientific and Technical Information of Jilin, Changchun, 130033, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Jilin Agricultural University, Changchun, 130118, China","institution_ids":["https://openalex.org/I4210152006"]},{"raw_affiliation_string":"Institute of Scientific and Technical Information of Jilin, Changchun, 130033, China","institution_ids":["https://openalex.org/I4210101880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111392997","display_name":"Guifen Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152006","display_name":"Jilin Agricultural University","ror":"https://ror.org/05dmhhd41","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152006"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guifen Chen","raw_affiliation_strings":["College of Information Technology, Jilin Agricultural University, Changchun, 130118, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Jilin Agricultural University, Changchun, 130118, China","institution_ids":["https://openalex.org/I4210152006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103056008","display_name":"Yating Hu","orcid":"https://orcid.org/0000-0003-2946-1006"},"institutions":[{"id":"https://openalex.org/I4210152006","display_name":"Jilin Agricultural University","ror":"https://ror.org/05dmhhd41","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152006"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yating Hu","raw_affiliation_strings":["College of Information Technology, Jilin Agricultural University, Changchun, 130118, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Jilin Agricultural University, Changchun, 130118, China","institution_ids":["https://openalex.org/I4210152006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113745855","display_name":"Liying Cao","orcid":"https://orcid.org/0000-0001-7413-8385"},"institutions":[{"id":"https://openalex.org/I4210152006","display_name":"Jilin Agricultural University","ror":"https://ror.org/05dmhhd41","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152006"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liying Cao","raw_affiliation_strings":["College of Information Technology, Jilin Agricultural University, Changchun, 130118, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Jilin Agricultural University, Changchun, 130118, China","institution_ids":["https://openalex.org/I4210152006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068741468","display_name":"Lixia Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152006","display_name":"Jilin Agricultural University","ror":"https://ror.org/05dmhhd41","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152006"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixia Cai","raw_affiliation_strings":["College of Information Technology, Jilin Agricultural University, Changchun, 130118, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Jilin Agricultural University, Changchun, 130118, China","institution_ids":["https://openalex.org/I4210152006"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068329177","display_name":"Sisi Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101880","display_name":"Institute of Scientific and Technical Information","ror":"https://ror.org/0170b6c09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I107851509","https://openalex.org/I4210101880","https://openalex.org/I4210127390","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sisi Yang","raw_affiliation_strings":["Institute of Scientific and Technical Information of Jilin, Changchun, 130033, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Scientific and Technical Information of Jilin, Changchun, 130033, China","institution_ids":["https://openalex.org/I4210101880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.7036,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.97067375,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"564","last_page":"573"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.927299976348877,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11911","display_name":"Spatial and Panel Data Analysis","score":0.927299976348877,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fertility","display_name":"Fertility","score":0.857369601726532},{"id":"https://openalex.org/keywords/soil-fertility","display_name":"Soil fertility","score":0.8202206492424011},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4305548667907715},{"id":"https://openalex.org/keywords/human-fertilization","display_name":"Human fertilization","score":0.42133209109306335},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35580092668533325},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35257700085639954},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.345767080783844},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.333446204662323},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.27967265248298645},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.14098894596099854},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.11123305559158325},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09981873631477356},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.07079076766967773}],"concepts":[{"id":"https://openalex.org/C518429986","wikidata":"https://www.wikidata.org/wiki/Q964401","display_name":"Fertility","level":3,"score":0.857369601726532},{"id":"https://openalex.org/C38774213","wikidata":"https://www.wikidata.org/wiki/Q202080","display_name":"Soil fertility","level":3,"score":0.8202206492424011},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4305548667907715},{"id":"https://openalex.org/C88972607","wikidata":"https://www.wikidata.org/wiki/Q2666904","display_name":"Human fertilization","level":2,"score":0.42133209109306335},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35580092668533325},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35257700085639954},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.345767080783844},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.333446204662323},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.27967265248298645},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.14098894596099854},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.11123305559158325},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09981873631477356},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.07079076766967773}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-48357-3_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-48357-3_53","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01557799v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01557799","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"9th International Conference on Computer and Computing Technologies in Agriculture (CCTA), Sep 2015, Beijing, China. pp.564-573, &#x27E8;10.1007/978-3-319-48357-3_53&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01557799v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01557799","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"9th International Conference on Computer and Computing Technologies in Agriculture (CCTA), Sep 2015, Beijing, China. pp.564-573, &#x27E8;10.1007/978-3-319-48357-3_53&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W869707784","https://openalex.org/W1482452771","https://openalex.org/W1924610361","https://openalex.org/W2173798986","https://openalex.org/W2357198787","https://openalex.org/W2381315253"],"related_works":["https://openalex.org/W2298426203","https://openalex.org/W2352666574","https://openalex.org/W2055856425","https://openalex.org/W171449962","https://openalex.org/W2358572045","https://openalex.org/W2388900877","https://openalex.org/W2366438013","https://openalex.org/W2008804768","https://openalex.org/W2361720056","https://openalex.org/W3031068799"],"abstract_inverted_index":{"The":[0,10,71,107,116],"soil":[1,8,21,49,60,94,99,129,143],"nutrition":[2],"is":[3,40,119],"an":[4,123],"important":[5],"indicator":[6],"of":[7,63,101,127,142,145],"fertility.":[9,50],"method":[11,126],"K-means":[12],"and":[13,31,38,47,88,91,148],"FCM":[14],"are":[15],"always":[16],"used":[17],"to":[18,28,57,83,137],"evaluating":[19],"the":[20,24,32,41,44,48,52,55,59,75,89,97,113,128,134,139,153],"fertility,":[22],"but":[23],"cluster":[25],"number":[26,141],"need":[27],"be":[29,35],"set,":[30],"outlier":[33],"couldn\u2019t":[34],"eliminated":[36],"accurately,":[37],"there":[39],"deviation":[42],"between":[43],"real":[45],"result":[46,72,109],"So":[51],"paper":[53],"applied":[54],"FUMF":[56,117],"analysis":[58,108],"nutrient":[61],"data":[62],"Nong":[64,102],"An":[65,103],"county":[66],"for":[67,156],"eight":[68],"years,":[69],"2005\u20132012.":[70],"show":[73],"that":[74,121],"low":[76],"fertility":[77,93,100,130,144],"soils":[78],"gradually":[79],"decreased":[80],"from":[81],"2005":[82],"2012":[84],"by":[85],"precision":[86,157],"fertilization,":[87],"moderate":[90],"high":[92,146],"was":[95,110,122],"rising,":[96],"overall":[98],"had":[104],"improved":[105],"significantly.":[106],"consistent":[111],"with":[112],"actual":[114],"situation,":[115],"algorithm":[118],"proved":[120],"effective":[124],"evaluate":[125],"evaluation.":[131],"It":[132],"has":[133],"practical":[135],"significance":[136],"analyze":[138],"large":[140],"complexity":[147],"interactive,":[149],"it":[150],"also":[151],"provided":[152],"technical":[154],"support":[155],"fertilization":[158],"decision-making.":[159]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
