{"id":"https://openalex.org/W4391450034","doi":"https://doi.org/10.3390/rs16030568","title":"Dual-Task Network for Terrace and Ridge Extraction: Automatic Terrace Extraction via Multi-Task Learning","display_name":"Dual-Task Network for Terrace and Ridge Extraction: Automatic Terrace Extraction via Multi-Task Learning","publication_year":2024,"publication_date":"2024-02-01","ids":{"openalex":"https://openalex.org/W4391450034","doi":"https://doi.org/10.3390/rs16030568"},"language":"en","primary_location":{"id":"doi:10.3390/rs16030568","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16030568","pdf_url":"https://www.mdpi.com/2072-4292/16/3/568/pdf?version=1706797380","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/3/568/pdf?version=1706797380","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100433223","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0002-9505-2027"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["School of Earth Science, Yunnan University, Kunming 650000, China"],"affiliations":[{"raw_affiliation_string":"School of Earth Science, Yunnan University, Kunming 650000, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jun Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]},{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["School of Earth Science, Yunnan University, Kunming 650000, China","Department of Environmental Sciences, Emory University, Atlanta, GA 30322, USA"],"affiliations":[{"raw_affiliation_string":"School of Earth Science, Yunnan University, Kunming 650000, China","institution_ids":["https://openalex.org/I189210763"]},{"raw_affiliation_string":"Department of Environmental Sciences, Emory University, Atlanta, GA 30322, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433223","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0002-9505-2027"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]},{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["School of Earth Science, Yunnan University, Kunming 650000, China","School of Remote Sensing & Geomatics Engineering, Nanjing University of Information Science and Technology, Nanjing 210044, China"],"affiliations":[{"raw_affiliation_string":"School of Earth Science, Yunnan University, Kunming 650000, China","institution_ids":["https://openalex.org/I189210763"]},{"raw_affiliation_string":"School of Remote Sensing & Geomatics Engineering, Nanjing University of Information Science and Technology, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jun Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["School of Earth Science, Yunnan University, Kunming 650000, China"],"affiliations":[{"raw_affiliation_string":"School of Earth Science, Yunnan University, Kunming 650000, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060706069","display_name":"Xiao Huang","orcid":"https://orcid.org/0000-0002-4323-382X"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]},{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xiao Huang","raw_affiliation_strings":["Department of Environmental Sciences, Emory University, Atlanta, GA 30322, USA","School of Earth Science, Yunnan University, Kunming 650000, China"],"affiliations":[{"raw_affiliation_string":"Department of Environmental Sciences, Emory University, Atlanta, GA 30322, USA","institution_ids":["https://openalex.org/I150468666"]},{"raw_affiliation_string":"School of Earth Science, Yunnan University, Kunming 650000, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036955242","display_name":"Weixun Zhou","orcid":"https://orcid.org/0000-0002-3270-7268"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]},{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weixun Zhou","raw_affiliation_strings":["School of Remote Sensing & Geomatics Engineering, Nanjing University of Information Science and Technology, Nanjing 210044, China","School of Earth Science, Yunnan University, Kunming 650000, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing & Geomatics Engineering, Nanjing University of Information Science and Technology, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Earth Science, Yunnan University, Kunming 650000, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084542228","display_name":"Huyan Fu","orcid":"https://orcid.org/0000-0002-9755-9470"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huyan Fu","raw_affiliation_strings":["School of Earth Science, Yunnan University, Kunming 650000, China"],"affiliations":[{"raw_affiliation_string":"School of Earth Science, Yunnan University, Kunming 650000, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101469890","display_name":"Yuyan Chen","orcid":"https://orcid.org/0000-0003-4783-6924"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyan Chen","raw_affiliation_strings":["School of Earth Science, Yunnan University, Kunming 650000, China"],"affiliations":[{"raw_affiliation_string":"School of Earth Science, Yunnan University, Kunming 650000, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109679622","display_name":"Zhenghao Zhan","orcid":null},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenghao Zhan","raw_affiliation_strings":["School of Earth Science, Yunnan University, Kunming 650000, China"],"affiliations":[{"raw_affiliation_string":"School of Earth Science, Yunnan University, Kunming 650000, China","institution_ids":["https://openalex.org/I189210763"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100433223"],"corresponding_institution_ids":["https://openalex.org/I189210763"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.9317,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75766772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"16","issue":"3","first_page":"568","last_page":"568"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13282","display_name":"Automated Road and Building Extraction","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/terrace","display_name":"Terrace (agriculture)","score":0.8063673973083496},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6850774884223938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5296468734741211},{"id":"https://openalex.org/keywords/ridge","display_name":"Ridge","score":0.5126878023147583},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42029309272766113},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.4182703495025635},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.22871488332748413},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13818910717964172},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11203840374946594},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.09328266978263855}],"concepts":[{"id":"https://openalex.org/C2776638177","wikidata":"https://www.wikidata.org/wiki/Q838625","display_name":"Terrace (agriculture)","level":2,"score":0.8063673973083496},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6850774884223938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5296468734741211},{"id":"https://openalex.org/C32277403","wikidata":"https://www.wikidata.org/wiki/Q740445","display_name":"Ridge","level":2,"score":0.5126878023147583},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42029309272766113},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.4182703495025635},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.22871488332748413},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13818910717964172},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11203840374946594},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.09328266978263855}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16030568","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16030568","pdf_url":"https://www.mdpi.com/2072-4292/16/3/568/pdf?version=1706797380","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f0aed38238574d0ab6a25baeed7457a7","is_oa":true,"landing_page_url":"https://doaj.org/article/f0aed38238574d0ab6a25baeed7457a7","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 3, p 568 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16030568","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16030568","pdf_url":"https://www.mdpi.com/2072-4292/16/3/568/pdf?version=1706797380","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G1758094292","display_name":null,"funder_award_id":"HXKC202112","funder_id":"https://openalex.org/F4320324731","funder_display_name":"Yunnan University"}],"funders":[{"id":"https://openalex.org/F4320324731","display_name":"Yunnan University","ror":"https://ror.org/0040axw97"},{"id":"https://openalex.org/F4320330084","display_name":"Research and Innovation Foundation","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391450034.pdf"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1991888639","https://openalex.org/W2023596329","https://openalex.org/W2037265949","https://openalex.org/W2121765457","https://openalex.org/W2194775991","https://openalex.org/W2267317359","https://openalex.org/W2296127945","https://openalex.org/W2560023338","https://openalex.org/W2597404042","https://openalex.org/W2598666589","https://openalex.org/W2618530766","https://openalex.org/W2619486887","https://openalex.org/W2695329841","https://openalex.org/W2760340275","https://openalex.org/W2784921410","https://openalex.org/W2902036000","https://openalex.org/W2962749812","https://openalex.org/W2964309882","https://openalex.org/W2969595744","https://openalex.org/W3006614011","https://openalex.org/W3033496625","https://openalex.org/W3047368926","https://openalex.org/W3096794250","https://openalex.org/W3119784490","https://openalex.org/W3133477028","https://openalex.org/W3133559467","https://openalex.org/W3170338608","https://openalex.org/W3184840388","https://openalex.org/W3194914234","https://openalex.org/W3199046367","https://openalex.org/W3217745064","https://openalex.org/W4200153829","https://openalex.org/W4280566663","https://openalex.org/W4283074402","https://openalex.org/W4287958190","https://openalex.org/W4297121396","https://openalex.org/W4308391426","https://openalex.org/W4311529133","https://openalex.org/W4318824689","https://openalex.org/W4322772588","https://openalex.org/W4324382122","https://openalex.org/W4372204177","https://openalex.org/W4381742027","https://openalex.org/W4385689149","https://openalex.org/W4387072756","https://openalex.org/W4391132239","https://openalex.org/W6796155543","https://openalex.org/W6840630674"],"related_works":["https://openalex.org/W2360189525","https://openalex.org/W2382154415","https://openalex.org/W1508766493","https://openalex.org/W2314612143","https://openalex.org/W4244097550","https://openalex.org/W3161484975","https://openalex.org/W3121351382","https://openalex.org/W2369392747","https://openalex.org/W2077747711","https://openalex.org/W4239500091"],"abstract_inverted_index":{"Terrace":[0,33],"detection":[1,34,83],"and":[2,15,30,35,63,84,98,140,146,148,186],"ridge":[3,36,85,168,187],"extraction":[4,37,169,188],"from":[5,124],"high-resolution":[6],"remote":[7],"sensing":[8],"imagery":[9,123],"are":[10,38],"crucial":[11],"for":[12,71,142,150,167],"soil":[13],"conservation":[14],"grain":[16],"production":[17],"on":[18],"sloping":[19],"land.":[20],"Traditional":[21],"methods":[22,119],"use":[23],"low-to-medium":[24],"resolution":[25],"images,":[26],"missing":[27],"detailed":[28],"features":[29],"lacking":[31],"automation.":[32],"closely":[39],"linked,":[40],"with":[41],"each":[42],"influencing":[43],"the":[44,79,105,157,182],"other\u2019s":[45],"outcomes.":[46],"However,":[47],"most":[48],"studies":[49],"address":[50],"these":[51],"tasks":[52],"separately,":[53],"overlooking":[54],"their":[55],"interdependence.":[56],"This":[57,76],"research":[58],"introduces":[59],"a":[60],"cutting-edge,":[61],"multi-scale,":[62],"multi-task":[64,165],"deep":[65,115],"learning":[66,166],"framework,":[67],"termed":[68],"DTRE-Net,":[69],"designed":[70],"comprehensive":[72],"terrace":[73,82,144,185],"information":[74],"extraction.":[75,110],"framework":[77],"bridges":[78],"gap":[80],"between":[81],"extraction,":[86],"executing":[87],"them":[88],"concurrently.":[89],"The":[90,130],"network":[91],"incorporates":[92],"residual":[93,100],"networks,":[94],"multi-scale":[95,99],"fusion":[96],"modules,":[97],"correction":[101],"modules":[102],"to":[103,171,190],"enhance":[104],"model\u2019s":[106],"robustness":[107],"in":[108,181],"feature":[109],"Comprehensive":[111],"evaluations":[112],"against":[113],"other":[114],"learning-based":[116],"semantic":[117],"segmentation":[118],"using":[120],"GF-2":[121],"terraced":[122],"two":[125],"distinct":[126],"areas":[127],"were":[128],"undertaken.":[129],"results":[131,160],"revealed":[132],"intersection":[133],"over":[134],"union":[135],"(IoU)":[136],"values":[137],"of":[138,159,184],"85.18%":[139],"86.09%":[141],"different":[143],"morphologies":[145],"59.79%":[147],"73.65%":[149],"ridges.":[151,174],"Simultaneously,":[152],"we":[153],"have":[154],"confirmed":[155],"that":[156],"connectivity":[158],"is":[161],"improved":[162],"when":[163],"employing":[164],"compared":[170],"directly":[172],"extracting":[173],"These":[175],"outcomes":[176],"underscore":[177],"DTRE-Net\u2019s":[178],"superior":[179],"capability":[180],"automation":[183],"relative":[189],"alternative":[191],"techniques.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-20T07:46:08.049788","created_date":"2025-10-10T00:00:00"}
