{"id":"https://openalex.org/W4391305816","doi":"https://doi.org/10.1109/jstars.2024.3359656","title":"GFFNet: Global Feature Fusion Network for Semantic Segmentation of Large-Scale Remote Sensing Images","display_name":"GFFNet: Global Feature Fusion Network for Semantic Segmentation of Large-Scale Remote Sensing Images","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391305816","doi":"https://doi.org/10.1109/jstars.2024.3359656"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3359656","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3359656","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10416334.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10416334.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103023862","display_name":"Yong Cao","orcid":"https://orcid.org/0000-0001-7639-7647"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Cao","raw_affiliation_strings":["National Key Laboratory for Multi-Modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","National Key Laboratory for Multi-modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7639-7647","affiliations":[{"raw_affiliation_string":"National Key Laboratory for Multi-Modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"National Key Laboratory for Multi-modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047574411","display_name":"Chunlei Huo","orcid":"https://orcid.org/0000-0002-6748-6709"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlei Huo","raw_affiliation_strings":["National Key Laboratory for Multi-Modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","National Key Laboratory for Multi-modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6748-6709","affiliations":[{"raw_affiliation_string":"National Key Laboratory for Multi-Modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"National Key Laboratory for Multi-modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040673285","display_name":"Shiming Xiang","orcid":"https://orcid.org/0000-0002-2089-9733"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiming Xiang","raw_affiliation_strings":["National Key Laboratory for Multi-Modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","National Key Laboratory for Multi-modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2089-9733","affiliations":[{"raw_affiliation_string":"National Key Laboratory for Multi-Modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"National Key Laboratory for Multi-modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100435212","display_name":"Chunhong Pan","orcid":"https://orcid.org/0000-0001-7433-4474"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhong Pan","raw_affiliation_strings":["National Key Laboratory for Multi-Modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","National Key Laboratory for Multi-modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7433-4474","affiliations":[{"raw_affiliation_string":"National Key Laboratory for Multi-Modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"National Key Laboratory for Multi-modal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences and School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":2.7116,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.90581352,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"17","issue":null,"first_page":"4222","last_page":"4234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9994000196456909,"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":0.9994000196456909,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.998199999332428,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9965000152587891,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7998102903366089},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6869125962257385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5285412669181824},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5049760937690735},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4728189706802368},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.46343404054641724},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.44301581382751465},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44056305289268494},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4366096258163452},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13019293546676636},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.08884108066558838}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7998102903366089},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6869125962257385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5285412669181824},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5049760937690735},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4728189706802368},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.46343404054641724},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.44301581382751465},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44056305289268494},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4366096258163452},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13019293546676636},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08884108066558838},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3359656","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3359656","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10416334.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:091197d128214e13b27a76557896c789","is_oa":true,"landing_page_url":"https://doaj.org/article/091197d128214e13b27a76557896c789","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 4222-4234 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3359656","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3359656","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10416334.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1349274172","display_name":null,"funder_award_id":"2018AAA0100400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3054138389","display_name":"\u81ea\u4e3b\u8bc6\u522b\u6210\u50cf\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"62071466","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5420723259","display_name":null,"funder_award_id":"2018AAA0100400","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7040694932","display_name":null,"funder_award_id":"62306310","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8607830349","display_name":null,"funder_award_id":"10.1109","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8745390288","display_name":null,"funder_award_id":"62076242","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391305816.pdf","grobid_xml":"https://content.openalex.org/works/W4391305816.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2034906331","https://openalex.org/W2194775991","https://openalex.org/W2412782625","https://openalex.org/W2560023338","https://openalex.org/W2630837129","https://openalex.org/W2778539913","https://openalex.org/W2789894132","https://openalex.org/W2793461576","https://openalex.org/W2945127520","https://openalex.org/W2955058313","https://openalex.org/W2963136578","https://openalex.org/W2963163009","https://openalex.org/W2963881378","https://openalex.org/W2981689412","https://openalex.org/W2991488782","https://openalex.org/W3014641072","https://openalex.org/W3044776120","https://openalex.org/W3094502228","https://openalex.org/W3103092912","https://openalex.org/W3110908156","https://openalex.org/W3117812033","https://openalex.org/W3127751679","https://openalex.org/W3161825146","https://openalex.org/W3170841864","https://openalex.org/W3202923600","https://openalex.org/W4214893857","https://openalex.org/W4224269597","https://openalex.org/W4283450732","https://openalex.org/W4297775537","https://openalex.org/W4318149001","https://openalex.org/W4390874575","https://openalex.org/W4391021462","https://openalex.org/W6737664043","https://openalex.org/W6739696289","https://openalex.org/W6739901393","https://openalex.org/W6784333009","https://openalex.org/W6790275670","https://openalex.org/W6797399245"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W4389858081","https://openalex.org/W3147584709","https://openalex.org/W4324315429","https://openalex.org/W2501551404","https://openalex.org/W4385583601","https://openalex.org/W2977677679","https://openalex.org/W2113201962","https://openalex.org/W1992327129","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Semantic":[0],"segmentation":[1,47,152,190],"plays":[2],"a":[3,62,75,83,88,97,119,143],"pivotal":[4],"role":[5],"in":[6,169,188,195],"interpreting":[7],"high-resolution":[8],"remote":[9,148,196],"sensing":[10,149,197],"images":[11],"(RSIs),":[12],"where":[13],"contextual":[14,51,66,110,138],"information":[15,67],"is":[16],"essential":[17],"for":[18,33,146,192],"achieving":[19],"accurate":[20],"segmentation.":[21],"Despite":[22],"the":[23,106,113,132,136,157,165,178,184],"common":[24],"practice":[25],"of":[26,65,108,171,186],"partitioning":[27],"large":[28],"RSIs":[29],"into":[30],"smaller":[31],"patches":[32],"deep":[34],"model":[35],"input,":[36],"existing":[37,147],"methods":[38],"often":[39],"rely":[40],"on":[41,177],"adaptations":[42],"from":[43,68,112,131],"natural":[44],"image":[45,150],"semantic":[46,151],"techniques,":[48],"limiting":[49],"their":[50],"scope":[52],"to":[53],"individual":[54],"images.":[55,198],"To":[56],"address":[57],"this":[58,72],"limitation":[59],"and":[60,180],"harness":[61],"broader":[63],"range":[64],"original":[69],"large-scale":[70,114,173,193],"RSIs,":[71],"study":[73],"introduces":[74],"global":[76,99,109,137],"feature":[77,121],"fusion":[78,122],"network":[79,134],"(GFFNet).":[80],"GFFNet":[81,140,187],"employs":[82],"novel":[84],"approach":[85],"by":[86],"incorporating":[87],"group":[89,94],"Transformer":[90],"structure":[91],"alternated":[92],"with":[93,135],"convolution,":[95],"forming":[96],"lightweight":[98],"context":[100],"learning":[101],"branch.":[102],"This":[103,162],"design":[104],"facilitates":[105],"extraction":[107],"features":[111,129],"RSIs.":[115],"Additionally,":[116],"we":[117],"propose":[118],"cross":[120],"(CFF)":[123],"module":[124],"that":[125],"seamlessly":[126],"integrates":[127],"local":[128],"obtained":[130],"convolutional":[133],"features.":[139],"serves":[141],"as":[142],"versatile":[144],"plugin":[145],"models,":[153],"particularly":[154],"beneficial":[155],"when":[156],"target":[158],"dataset":[159],"involves":[160],"cropping.":[161],"integration":[163],"enhances":[164],"model's":[166],"performance,":[167],"especially":[168],"terms":[170],"segmenting":[172],"objects.":[174],"Experimental":[175],"results":[176],"ISPRS":[179],"GID-15":[181],"datasets":[182],"validate":[183],"effectiveness":[185],"improving":[189],"capabilities":[191],"objects":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}