{"id":"https://openalex.org/W4401077567","doi":"https://doi.org/10.4018/ijswis.349986","title":"Semantic Web Techniques for Extracting and Analyzing of Cropland Abandonment in Hilly Areas","display_name":"Semantic Web Techniques for Extracting and Analyzing of Cropland Abandonment in Hilly Areas","publication_year":2024,"publication_date":"2024-07-29","ids":{"openalex":"https://openalex.org/W4401077567","doi":"https://doi.org/10.4018/ijswis.349986"},"language":"en","primary_location":{"id":"doi:10.4018/ijswis.349986","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijswis.349986","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=349986&isxn=9798369324684","source":{"id":"https://openalex.org/S181240966","display_name":"International Journal on Semantic Web and Information Systems","issn_l":"1552-6283","issn":["1552-6283","1552-6291"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Semantic Web and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=349986&isxn=9798369324684","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108961896","display_name":"Yuye Gong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuye Gong","raw_affiliation_strings":["Hunan Vocational College of Engineering, China","Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China","Hunan Nuclear Geology and Nuclear Technology Application Center, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Vocational College of Engineering, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China","institution_ids":[]},{"raw_affiliation_string":"Hunan Nuclear Geology and Nuclear Technology Application Center, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107888530","display_name":"Yun Li","orcid":"https://orcid.org/0009-0002-5707-5647"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yun Li","raw_affiliation_strings":["Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China","Hunan Vocational College of Engineering, China","Hunan Nuclear Geology and Nuclear Technology Application Center, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China","institution_ids":[]},{"raw_affiliation_string":"Hunan Vocational College of Engineering, China","institution_ids":[]},{"raw_affiliation_string":"Hunan Nuclear Geology and Nuclear Technology Application Center, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107950719","display_name":"Liang Dong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liang Dong","raw_affiliation_strings":["Hunan Vocational College of Engineering, China","Hunan Nuclear Geology and Nuclear Technology Application Center, China","Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Vocational College of Engineering, China","institution_ids":[]},{"raw_affiliation_string":"Hunan Nuclear Geology and Nuclear Technology Application Center, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042462372","display_name":"Lerong Li","orcid":"https://orcid.org/0000-0003-2647-2770"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lerong Li","raw_affiliation_strings":["Hunan Vocational College of Engineering, China","Hunan Nuclear Geology and Nuclear Technology Application Center, China","Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Vocational College of Engineering, China","institution_ids":[]},{"raw_affiliation_string":"Hunan Nuclear Geology and Nuclear Technology Application Center, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056375343","display_name":"Jing Yuan","orcid":"https://orcid.org/0000-0001-6407-834X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jing Yuan","raw_affiliation_strings":["Hunan Vocational College of Engineering, China","Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China","Hunan Nuclear Geology and Nuclear Technology Application Center, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Vocational College of Engineering, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China","institution_ids":[]},{"raw_affiliation_string":"Hunan Nuclear Geology and Nuclear Technology Application Center, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111299945","display_name":"Linlin Xie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Linlin Xie","raw_affiliation_strings":["Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China","Hunan Vocational College of Engineering, China","Hunan Nuclear Geology and Nuclear Technology Application Center, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China","institution_ids":[]},{"raw_affiliation_string":"Hunan Vocational College of Engineering, China","institution_ids":[]},{"raw_affiliation_string":"Hunan Nuclear Geology and Nuclear Technology Application Center, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113309582","display_name":"Yunling Guo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yunling Guo","raw_affiliation_strings":["Hunan Nuclear Geology and Nuclear Technology Application Center, China","Hunan Vocational College of Engineering, China","Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Nuclear Geology and Nuclear Technology Application Center, China","institution_ids":[]},{"raw_affiliation_string":"Hunan Vocational College of Engineering, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101889041","display_name":"Ping Yin","orcid":"https://orcid.org/0000-0002-0263-4037"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ping Yin","raw_affiliation_strings":["Hunan Vocational College of Engineering, China","Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China","Hunan Nuclear Geology and Nuclear Technology Application Center, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan Vocational College of Engineering, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Natural Resources Monitoring and Supervision in Southern Hilly Region, China","institution_ids":[]},{"raw_affiliation_string":"Hunan Nuclear Geology and Nuclear Technology Application Center, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4105,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68812817,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"20","issue":"1","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.996399998664856,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.8725861310958862},{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"Dynamic time warping","score":0.6330837607383728},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5057804584503174},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.46729376912117004},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45132556557655334},{"id":"https://openalex.org/keywords/phenology","display_name":"Phenology","score":0.4473792016506195},{"id":"https://openalex.org/keywords/human-settlement","display_name":"Human settlement","score":0.4238925576210022},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4117697477340698},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.400623619556427},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3909550905227661},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.24306979775428772},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.20643797516822815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13669919967651367},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.10456734895706177},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09879615902900696}],"concepts":[{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.8725861310958862},{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.6330837607383728},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5057804584503174},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.46729376912117004},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45132556557655334},{"id":"https://openalex.org/C51417038","wikidata":"https://www.wikidata.org/wiki/Q272737","display_name":"Phenology","level":2,"score":0.4473792016506195},{"id":"https://openalex.org/C16678853","wikidata":"https://www.wikidata.org/wiki/Q486972","display_name":"Human settlement","level":2,"score":0.4238925576210022},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4117697477340698},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.400623619556427},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3909550905227661},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.24306979775428772},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.20643797516822815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13669919967651367},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10456734895706177},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09879615902900696},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijswis.349986","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijswis.349986","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=349986&isxn=9798369324684","source":{"id":"https://openalex.org/S181240966","display_name":"International Journal on Semantic Web and Information Systems","issn_l":"1552-6283","issn":["1552-6283","1552-6291"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Semantic Web and Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.4018/ijswis.349986","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijswis.349986","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=349986&isxn=9798369324684","source":{"id":"https://openalex.org/S181240966","display_name":"International Journal on Semantic Web and Information Systems","issn_l":"1552-6283","issn":["1552-6283","1552-6291"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Semantic Web and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401077567.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1637570796","https://openalex.org/W1968299234","https://openalex.org/W1974697574","https://openalex.org/W2029612207","https://openalex.org/W2036760816","https://openalex.org/W2051275149","https://openalex.org/W2070126351","https://openalex.org/W2071252970","https://openalex.org/W2088941391","https://openalex.org/W2120146794","https://openalex.org/W2128194617","https://openalex.org/W2131311436","https://openalex.org/W2230432153","https://openalex.org/W2356594195","https://openalex.org/W2601221357","https://openalex.org/W2613703610","https://openalex.org/W2754959007","https://openalex.org/W2760835880","https://openalex.org/W2765765159","https://openalex.org/W2768204270","https://openalex.org/W2794372970","https://openalex.org/W2801684447","https://openalex.org/W2887356459","https://openalex.org/W2897285410","https://openalex.org/W2901459883","https://openalex.org/W2903060035","https://openalex.org/W2912089717","https://openalex.org/W2924202670","https://openalex.org/W2981151004","https://openalex.org/W2990062085","https://openalex.org/W3026974350","https://openalex.org/W3035213855","https://openalex.org/W3047144932","https://openalex.org/W3047650216","https://openalex.org/W3090525840","https://openalex.org/W3136913970","https://openalex.org/W3214532410","https://openalex.org/W3217618723","https://openalex.org/W4212912483","https://openalex.org/W4213143739","https://openalex.org/W4213238020","https://openalex.org/W4285145111","https://openalex.org/W4285219276","https://openalex.org/W4312383970","https://openalex.org/W4312560540","https://openalex.org/W4390569105"],"related_works":["https://openalex.org/W2341338763","https://openalex.org/W2950183183","https://openalex.org/W2030799363","https://openalex.org/W2032415964","https://openalex.org/W2609942398","https://openalex.org/W2803445926","https://openalex.org/W2764033112","https://openalex.org/W4380451100","https://openalex.org/W2772616816","https://openalex.org/W4205256820"],"abstract_inverted_index":{"Due":[0],"to":[1,63,80,141],"rising":[2],"rural":[3],"labor":[4],"costs,":[5],"farmland":[6,25],"abandonment":[7],"is":[8,21,96],"common":[9],"in":[10,48],"China's":[11],"hilly":[12],"areas.":[13],"Timely,":[14],"accurate":[15],"extraction":[16],"of":[17,71,132],"its":[18],"spatiotemporal":[19],"changes":[20],"crucial":[22],"for":[23,33,86],"sustainable":[24],"use.":[26],"This":[27],"study":[28],"presents":[29],"a":[30],"novel":[31],"approach":[32,107],"extracting":[34],"abandoned":[35,52,87,133],"cropland":[36,73,88,134],"using":[37],"NDVI":[38,68,84],"time":[39,113],"series":[40],"from":[41],"Sentinel-2":[42],"satellite":[43],"images,":[44],"exploiting":[45],"the":[46,65,82],"difference":[47],"vegetation":[49,110],"phenology":[50],"between":[51,67],"and":[53,104,116,128],"cultivated":[54],"croplands.":[55],"Dynamic":[56],"Time":[57],"Warping":[58],"(DTW)":[59],"algorithm":[60],"was":[61],"used":[62,79],"determine":[64],"similarity":[66,76],"time-series":[69],"curves":[70],"different":[72],"types.":[74],"The":[75,92,106],"metrics":[77],"were":[78,139],"find":[81],"optimal":[83],"threshold":[85],"through":[89],"F1-score":[90],"evaluation.":[91],"method's":[93],"overall":[94],"accuracy":[95],"92.4%,":[97],"higher":[98],"than":[99],"comparison":[100],"methods":[101],"at":[102],"84.60%":[103],"75.6%.":[105],"captures":[108],"year-round":[109],"changes,":[111],"expands":[112],"dimension":[114],"data,":[115],"improves":[117],"accuracy.":[118],"Spatiotemporal":[119],"analysis":[120],"revealed":[121],"decreased":[122],"patch":[123],"size,":[124],"increased":[125],"shape":[126],"complexity,":[127],"more":[129],"dispersed":[130],"distribution":[131],"over":[135],"time.":[136],"Major":[137],"factors":[138],"proximity":[140],"settlements,":[142],"roads,":[143],"water":[144],"bodies.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}