{"id":"https://openalex.org/W4414613763","doi":"https://doi.org/10.1080/17538947.2025.2554350","title":"Cropland segmentation leveraging a synergistic edge enhancement and temporal difference-aware network with Sentinel-2 time-series imagery","display_name":"Cropland segmentation leveraging a synergistic edge enhancement and temporal difference-aware network with Sentinel-2 time-series imagery","publication_year":2025,"publication_date":"2025-09-29","ids":{"openalex":"https://openalex.org/W4414613763","doi":"https://doi.org/10.1080/17538947.2025.2554350"},"language":"en","primary_location":{"id":"doi:10.1080/17538947.2025.2554350","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2554350","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2554350?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"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 of Digital Earth","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2554350?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054805171","display_name":"Minghui Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Minghui Chang","raw_affiliation_strings":["Technical University of Munich (TUM)","University of Electronic Science and Technology of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich (TUM)","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049217145","display_name":"Shihua Li","orcid":"https://orcid.org/0000-0003-4807-5012"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shihua Li","raw_affiliation_strings":["University of Electronic Science and Technology of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013790647","display_name":"Shuaifeng Peng","orcid":"https://orcid.org/0009-0003-8493-9540"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuaifeng Peng","raw_affiliation_strings":["University of Electronic Science and Technology of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101583491","display_name":"Ze He","orcid":"https://orcid.org/0000-0001-9530-4733"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ze He","raw_affiliation_strings":["University of Electronic Science and Technology of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055284896","display_name":"Katharina Anders","orcid":"https://orcid.org/0000-0001-5698-7041"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katharina Anders","raw_affiliation_strings":["Technical University of Munich (TUM)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich (TUM)","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049217145"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":2.1002,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87598886,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"18","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9975000023841858,"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":0.9975000023841858,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6930000185966492},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5454999804496765},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5098999738693237},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4426000118255615},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.43880000710487366},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.4194999933242798},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.391400009393692},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.3869999945163727},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37700000405311584}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6930000185966492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6765999794006348},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5454999804496765},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5264999866485596},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5098999738693237},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45719999074935913},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4426000118255615},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.43880000710487366},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.4194999933242798},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.391400009393692},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3869999945163727},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38040000200271606},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37700000405311584},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.3497999906539917},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.34709998965263367},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3165999948978424},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.31349998712539673},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.3061000108718872},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3003000020980835},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.2946000099182129},{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.28139999508857727},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.27730000019073486},{"id":"https://openalex.org/C37054046","wikidata":"https://www.wikidata.org/wiki/Q641888","display_name":"Elevation (ballistics)","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C2777489503","wikidata":"https://www.wikidata.org/wiki/Q7698936","display_name":"Temporal scales","level":2,"score":0.2660999894142151},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2558000087738037}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/17538947.2025.2554350","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2554350","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2554350?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"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 of Digital Earth","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:aa1b8cf8bbc04f5db6e8f914d54e1dfc","is_oa":true,"landing_page_url":"https://doaj.org/article/aa1b8cf8bbc04f5db6e8f914d54e1dfc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Digital Earth, Vol 18, Iss 2 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/17538947.2025.2554350","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2554350","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2554350?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"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 of Digital Earth","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414613763.pdf","grobid_xml":"https://content.openalex.org/works/W4414613763.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W1767086759","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1970687962","https://openalex.org/W2005163548","https://openalex.org/W2143612262","https://openalex.org/W2168813398","https://openalex.org/W2188225820","https://openalex.org/W2412782625","https://openalex.org/W2604086375","https://openalex.org/W2753526808","https://openalex.org/W2767953525","https://openalex.org/W2783608381","https://openalex.org/W2896998982","https://openalex.org/W2902788350","https://openalex.org/W2903282641","https://openalex.org/W2920560278","https://openalex.org/W2944851425","https://openalex.org/W2953757725","https://openalex.org/W2963739249","https://openalex.org/W2963881378","https://openalex.org/W2981830988","https://openalex.org/W2999446243","https://openalex.org/W3003643206","https://openalex.org/W3006025044","https://openalex.org/W3010606970","https://openalex.org/W3047737426","https://openalex.org/W3091095374","https://openalex.org/W3105553032","https://openalex.org/W3110829070","https://openalex.org/W3113825454","https://openalex.org/W3126756156","https://openalex.org/W3129770188","https://openalex.org/W3132455321","https://openalex.org/W3135196696","https://openalex.org/W3135366015","https://openalex.org/W3164083096","https://openalex.org/W3185030868","https://openalex.org/W3190941789","https://openalex.org/W3198115293","https://openalex.org/W3208564350","https://openalex.org/W3209745495","https://openalex.org/W4210642697","https://openalex.org/W4210943502","https://openalex.org/W4220917101","https://openalex.org/W4224269597","https://openalex.org/W4285298122","https://openalex.org/W4286493286","https://openalex.org/W4287074666","https://openalex.org/W4288455197","https://openalex.org/W4292976275","https://openalex.org/W4311378103","https://openalex.org/W4313117039","https://openalex.org/W4321232185","https://openalex.org/W4365148117","https://openalex.org/W4372204177","https://openalex.org/W4377018703","https://openalex.org/W4379616145","https://openalex.org/W4384201587","https://openalex.org/W4384700396","https://openalex.org/W4385319222","https://openalex.org/W4385732598","https://openalex.org/W4389104919","https://openalex.org/W4390876307","https://openalex.org/W4400259454","https://openalex.org/W4400448309","https://openalex.org/W4401109914","https://openalex.org/W4405119226"],"related_works":[],"abstract_inverted_index":{"Semantic":[0],"segmentation":[1,64],"of":[2,30,92,132,152,159],"cropland":[3,31,63,179],"is":[4],"essential":[5],"for":[6,62,110,177],"extracting":[7],"crop":[8,23,42,133],"distribution":[9],"from":[10,47],"satellite":[11],"remote":[12,66],"sensing":[13,67],"(RS)":[14],"images.":[15,69],"However,":[16],"the":[17,26,150,162],"dynamic":[18],"temporal":[19,74,111,127],"patterns":[20],"caused":[21],"by":[22],"rotations":[24,134],"and":[25,45,73,135,146,174,184],"heterogeneous":[27],"spatial":[28,72,83,107],"characteristics":[29],"hinder":[32],"high-precision":[33],"segmentation,":[34],"leading":[35],"to":[36],"boundary":[37,88],"ambiguity,":[38],"intra-class":[39],"variability":[40],"across":[41],"growth":[43],"stages":[44],"occlusion":[46],"clouds":[48],"or":[49],"shadows.":[50],"To":[51],"address":[52],"these":[53],"challenges,":[54],"we":[55,114],"propose":[56],"STFE,":[57,153],"a":[58,96,116,155,172],"spatiotemporal":[59,168],"feature-enhanced":[60],"network":[61],"in":[65],"time-series":[68],"STFE":[70,170],"integrates":[71],"features":[75],"through":[76],"three":[77,140],"key":[78],"designs.":[79],"First,":[80],"an":[81],"edge-guided":[82],"attention":[84,119],"(EGSA)":[85],"module":[86],"enhances":[87],"representation,":[89],"improving":[90],"delineation":[91],"irregular":[93],"parcels.":[94],"Second,":[95],"progressive":[97],"feature":[98,112],"enhancement":[99],"(PFE)":[100],"strategy":[101],"progressively":[102],"fuses":[103],"multi-scale":[104],"features,":[105],"strengthening":[106],"representation.":[108],"Third,":[109],"extraction,":[113],"incorporate":[115],"differential":[117],"awareness":[118],"(DAA)":[120],"module,":[121],"built":[122],"on":[123,139],"ConvLSTM,":[124],"dynamically":[125],"aggregates":[126],"information,":[128],"enabling":[129],"robust":[130],"modeling":[131],"seasonal":[136],"variations.":[137],"Experimental":[138],"benchmark":[141],"datasets":[142],"\u2013":[143,148],"PASTIS,":[144],"ZueriCrop,":[145],"DNETHOR":[147],"confirm":[149],"effectiveness":[151],"achieving":[154],"mean":[156],"IoU":[157],"gain":[158],"3.2%":[160],"over":[161],"best":[163],"baseline.":[164],"By":[165],"effectively":[166],"leveraging":[167],"cues,":[169],"provides":[171],"reliable":[173],"scalable":[175],"solution":[176],"monitoring":[178],"dynamics,":[180],"supporting":[181],"sustainable":[182],"agriculture":[183],"informed":[185],"decision-making.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-20T20:08:15.867695","created_date":"2025-10-10T00:00:00"}