{"id":"https://openalex.org/W4398776018","doi":"https://doi.org/10.3390/rs16111889","title":"The Cost of Urban Renewal: Annual Construction Waste Estimation via Multi-Scale Target Information Extraction and Attention-Enhanced Networks in Changping District, Beijing","display_name":"The Cost of Urban Renewal: Annual Construction Waste Estimation via Multi-Scale Target Information Extraction and Attention-Enhanced Networks in Changping District, Beijing","publication_year":2024,"publication_date":"2024-05-24","ids":{"openalex":"https://openalex.org/W4398776018","doi":"https://doi.org/10.3390/rs16111889"},"language":"en","primary_location":{"id":"doi:10.3390/rs16111889","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16111889","pdf_url":"https://www.mdpi.com/2072-4292/16/11/1889/pdf?version=1716555218","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/2072-4292/16/11/1889/pdf?version=1716555218","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047013260","display_name":"L. B. Huang","orcid":"https://orcid.org/0009-0002-7109-2056"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Huang","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Chaoyang District, Beijing 100124, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Chaoyang District, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036375505","display_name":"Shaofu Lin","orcid":"https://orcid.org/0000-0002-3653-6531"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaofu Lin","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Chaoyang District, Beijing 100124, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Chaoyang District, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036732340","display_name":"Xiliang Liu","orcid":"https://orcid.org/0000-0001-5882-9389"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiliang Liu","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Chaoyang District, Beijing 100124, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Chaoyang District, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100456654","display_name":"Shaohua Wang","orcid":"https://orcid.org/0000-0001-8651-9505"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaohua Wang","raw_affiliation_strings":["State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366","https://openalex.org/I4210166112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017963750","display_name":"Guihong Chen","orcid":"https://orcid.org/0000-0002-0760-7011"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guihong Chen","raw_affiliation_strings":["Beijing Big Data Centre, Chaoyang District, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Beijing Big Data Centre, Chaoyang District, Beijing 100101, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102016049","display_name":"Qiang Mei","orcid":"https://orcid.org/0000-0002-2077-050X"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Mei","raw_affiliation_strings":["Navigation College, Jimei University, Xiamen 361021, China"],"affiliations":[{"raw_affiliation_string":"Navigation College, Jimei University, Xiamen 361021, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103128811","display_name":"Zhe Fu","orcid":"https://orcid.org/0000-0003-4214-9957"},"institutions":[{"id":"https://openalex.org/I2803007516","display_name":"Tianjin Economic-Technological Development Area","ror":"https://ror.org/010fbpe82","country_code":"CN","type":"government","lineage":["https://openalex.org/I2803007516"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Fu","raw_affiliation_strings":["Administrative Examination and Approval Bureau of the Beijing Economic-Technological Development Area, Beijing 100176, China"],"affiliations":[{"raw_affiliation_string":"Administrative Examination and Approval Bureau of the Beijing Economic-Technological Development Area, Beijing 100176, China","institution_ids":["https://openalex.org/I2803007516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5036732340"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.7464,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.85841922,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"16","issue":"11","first_page":"1889","last_page":"1889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9991999864578247,"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":0.9991999864578247,"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/T11108","display_name":"Municipal Solid Waste Management","score":0.9628999829292297,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing 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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9325000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.698925793170929},{"id":"https://openalex.org/keywords/beijing","display_name":"Beijing","score":0.5978248119354248},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4234389662742615},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.41918468475341797},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32280945777893066},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.17308488488197327},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.11682233214378357}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.698925793170929},{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.5978248119354248},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4234389662742615},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41918468475341797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32280945777893066},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.17308488488197327},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.11682233214378357},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16111889","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16111889","pdf_url":"https://www.mdpi.com/2072-4292/16/11/1889/pdf?version=1716555218","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:97aee7e3d1ef4b18ac76cf4d025d823c","is_oa":true,"landing_page_url":"https://doaj.org/article/97aee7e3d1ef4b18ac76cf4d025d823c","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 11, p 1889 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16111889","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16111889","pdf_url":"https://www.mdpi.com/2072-4292/16/11/1889/pdf?version=1716555218","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":"Sustainable cities and communities","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G2058723300","display_name":null,"funder_award_id":"9232008","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"}],"funders":[{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4398776018.pdf"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1142117806","https://openalex.org/W1967217858","https://openalex.org/W1992709014","https://openalex.org/W2023007377","https://openalex.org/W2087263574","https://openalex.org/W2194775991","https://openalex.org/W2251847591","https://openalex.org/W2560023338","https://openalex.org/W2561675875","https://openalex.org/W2787614951","https://openalex.org/W2789876780","https://openalex.org/W2794202093","https://openalex.org/W2904381237","https://openalex.org/W2913316212","https://openalex.org/W2925049777","https://openalex.org/W2933353266","https://openalex.org/W2963623633","https://openalex.org/W2963881378","https://openalex.org/W2964309882","https://openalex.org/W2984755814","https://openalex.org/W2991441757","https://openalex.org/W3006169249","https://openalex.org/W3014060899","https://openalex.org/W3026846793","https://openalex.org/W3049476496","https://openalex.org/W3091945887","https://openalex.org/W3093102020","https://openalex.org/W3103695279","https://openalex.org/W3104147741","https://openalex.org/W3107623100","https://openalex.org/W3110932506","https://openalex.org/W3120854878","https://openalex.org/W3122259118","https://openalex.org/W3165876739","https://openalex.org/W3176336480","https://openalex.org/W3194860946","https://openalex.org/W3201169363","https://openalex.org/W3209745495","https://openalex.org/W4205457644","https://openalex.org/W4213172700","https://openalex.org/W4232963651","https://openalex.org/W4281717010","https://openalex.org/W4303968580","https://openalex.org/W4311081221","https://openalex.org/W4311187072","https://openalex.org/W4312326397","https://openalex.org/W4312797201","https://openalex.org/W4313166909","https://openalex.org/W4318617179","https://openalex.org/W4366376685","https://openalex.org/W4367016725","https://openalex.org/W4367721800","https://openalex.org/W4382313326","https://openalex.org/W4382982167","https://openalex.org/W4385859309","https://openalex.org/W4391878073","https://openalex.org/W4394855766"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2015747722","https://openalex.org/W2362050182","https://openalex.org/W2382418233","https://openalex.org/W2369897927","https://openalex.org/W3031731056","https://openalex.org/W4327918537","https://openalex.org/W4293167957"],"abstract_inverted_index":{"Construction":[0],"waste":[1,24,159,273,290,304],"is":[2,25,125,147,185,204,226,242,266],"an":[3],"inevitable":[4],"byproduct":[5],"of":[6,22,31,73,85,99,170,214,253,288,301,330,349],"urban":[7,32,171,302,350],"renewal,":[8],"causing":[9],"severe":[10],"pressure":[11],"on":[12,41,294],"the":[13,20,29,71,94,103,167,182,212,236,254,278,282,299,316,347],"environment,":[14],"health,":[15],"and":[16,44,53,56,62,87,115,120,123,132,152,157,164,232,250,271,281,285,325],"ecology.":[17],"Accurately":[18],"estimating":[19],"production":[21,169,284],"construction":[23,100,158,172,272,289,303,326],"crucial":[26],"for":[27,93,118,344],"assessing":[28],"consumption":[30,348],"renewal.":[33,351],"However,":[34,102],"traditional":[35],"manual":[36],"estimation":[37],"methods":[38],"rely":[39],"heavily":[40],"statistical":[42,338],"data":[43],"historical":[45],"experience,":[46],"which":[47,146],"lack":[48],"flexibility":[49],"in":[50,155,261,277,310,322],"practical":[51],"applications":[52],"are":[54,91,291,333],"time-consuming":[55],"labor-intensive.":[57],"In":[58,181,235],"addition,":[59],"their":[60],"accuracy":[61],"timeliness":[63],"need":[64],"to":[65,113,127,149,187,206,228,244,268,336],"be":[66],"improved":[67],"urgently.":[68],"Fortunately,":[69],"with":[70,129,200],"advantages":[72],"high-resolution":[74],"remote":[75],"sensing":[76],"images":[77],"(HRSIs)":[78],"such":[79],"as":[80],"strong":[81],"timeliness,":[82],"large":[83,219],"amounts":[84],"information,":[86,247],"macroscopic":[88],"observations,":[89],"they":[90],"suitable":[92],"large-scale":[95],"dynamic":[96],"change":[97],"detection":[98,134],"waste.":[101,173,327],"existing":[104,319],"deep":[105],"learning":[106],"models":[107],"have":[108],"a":[109,140,177,341],"relatively":[110],"poor":[111],"ability":[112],"extract":[114,188,269],"fuse":[116],"features":[117,252],"small":[119],"multi-scale":[121,238],"targets,":[122],"it":[124],"difficult":[126],"deal":[128],"irregularly":[130],"shaped":[131],"fragmented":[133],"areas.":[135],"Therefore,":[136],"this":[137,331],"study":[138,279,332],"proposes":[139],"Multi-scale":[141],"Target":[142],"Attention-Enhanced":[143],"Network":[144],"(MT-AENet),":[145],"used":[148,267],"dynamically":[150],"track":[151],"detect":[153],"changes":[154],"buildings":[156,270,324],"disposal":[160],"sites":[161],"through":[162],"HRSIs":[163],"accurately":[165],"estimate":[166],"annual":[168],"The":[174,264,307,328],"MT-AENet":[175,265,317],"introduces":[176],"novel":[178],"encoder\u2013decoder":[179],"architecture.":[180],"encoder,":[183],"ResNet-101":[184],"utilized":[186,243],"high-level":[189],"semantic":[190],"features.":[191],"A":[192,221],"depthwise":[193],"separable-atrous":[194],"spatial":[195],"pyramid":[196],"pooling":[197],"(DS-ASPP)":[198],"module":[199,224],"different":[201,275],"dilation":[202],"rates":[203],"constructed":[205],"address":[207],"insufficient":[208],"receptive":[209],"fields,":[210],"resolving":[211],"issue":[213],"discontinuous":[215],"holes":[216],"when":[217],"extracting":[218,323],"targets.":[220],"dual-attention":[222],"mechanism":[223],"(DAMM)":[225],"employed":[227],"better":[229],"preserve":[230],"positional":[231],"channel":[233],"details.":[234],"decoder,":[237],"feature":[239],"fusion":[240],"(MS-FF)":[241],"capture":[245],"contextual":[246],"integrating":[248],"shallow":[249],"intermediate":[251],"backbone":[255],"network,":[256],"thereby":[257],"enhancing":[258],"extraction":[259],"capabilities":[260],"complex":[262],"scenes.":[263],"at":[274],"periods":[276],"area,":[280],"actual":[283],"landfill":[286],"volume":[287],"calculated":[292],"based":[293],"area":[295],"changes,":[296],"indirectly":[297],"measuring":[298],"rate":[300],"resource":[305],"conversion.":[306],"experimental":[308],"results":[309,329],"Changping":[311],"District,":[312],"Beijing":[313],"demonstrate":[314],"that":[315],"outperforms":[318],"baseline":[320],"networks":[321],"validated":[334],"according":[335],"government":[337],"standards,":[339],"providing":[340],"promising":[342],"direction":[343],"efficiently":[345],"analyzing":[346]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}