{"id":"https://openalex.org/W7218314751","doi":null,"title":"\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e25\u0e32\u0e40\u0e1a\u0e25\u0e2a\u0e31\u0e07\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e08\u0e33\u0e41\u0e19\u0e01\u0e20\u0e32\u0e1e\u0e16\u0e48\u0e32\u0e22\u0e14\u0e32\u0e27\u0e40\u0e17\u0e35\u0e22\u0e21\u0e1c\u0e48\u0e32\u0e19\u0e01\u0e32\u0e23\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49\u0e41\u0e1a\u0e1a\u0e21\u0e35\u0e1c\u0e39\u0e49\u0e2a\u0e2d\u0e19\u0e14\u0e49\u0e27\u0e22\u0e01\u0e32\u0e23\u0e41\u0e17\u0e19\u0e04\u0e48\u0e32\u0e14\u0e49\u0e27\u0e22\u0e15\u0e31\u0e27\u0e40\u0e2d\u0e07","display_name":"\u0e01\u0e32\u0e23\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e25\u0e32\u0e40\u0e1a\u0e25\u0e2a\u0e31\u0e07\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e01\u0e32\u0e23\u0e08\u0e33\u0e41\u0e19\u0e01\u0e20\u0e32\u0e1e\u0e16\u0e48\u0e32\u0e22\u0e14\u0e32\u0e27\u0e40\u0e17\u0e35\u0e22\u0e21\u0e1c\u0e48\u0e32\u0e19\u0e01\u0e32\u0e23\u0e40\u0e23\u0e35\u0e22\u0e19\u0e23\u0e39\u0e49\u0e41\u0e1a\u0e1a\u0e21\u0e35\u0e1c\u0e39\u0e49\u0e2a\u0e2d\u0e19\u0e14\u0e49\u0e27\u0e22\u0e01\u0e32\u0e23\u0e41\u0e17\u0e19\u0e04\u0e48\u0e32\u0e14\u0e49\u0e27\u0e22\u0e15\u0e31\u0e27\u0e40\u0e2d\u0e07","publication_year":2024,"publication_date":"2024-12-16","ids":{"openalex":"https://openalex.org/W7218314751"},"language":"th","primary_location":{"id":"pmh:oai:li01.tci-thaijo.org:article/261394","doi":null,"is_oa":true,"landing_page_url":"https://li01.tci-thaijo.org/index.php/scimsujournal/article/view/261394","pdf_url":"https://li01.tci-thaijo.org/index.php/scimsujournal/article/download/261394/179360","source":{"id":"https://openalex.org/S4306516053","display_name":"\u0e27\u0e32\u0e23\u0e2a\u0e32\u0e23\u0e27\u0e34\u0e17\u0e22\u0e32\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c\u0e41\u0e25\u0e30\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35 \u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e21\u0e2b\u0e32\u0e2a\u0e32\u0e23\u0e04\u0e32\u0e21 (Journal of Science and Technology Mahasarakham University)","issn_l":"1686-9664","issn":["1686-9664","2985-2617","2985-2625"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2985-2617","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://li01.tci-thaijo.org/index.php/scimsujournal/article/download/261394/179360","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047776758","display_name":"Sarun Gulyanon","orcid":"https://orcid.org/0000-0003-0858-7881","observed_orcids":["https://orcid.org/0000-0003-0858-7881"]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Gulyanon, Sarun","raw_affiliation_strings":["College of Interdisciplinary Studies, Thammasat University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Interdisciplinary Studies, Thammasat University","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009182363","display_name":"Wasit Limprasert","orcid":"https://orcid.org/0000-0003-1299-376X","observed_orcids":["https://orcid.org/0000-0003-1299-376X"]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Limprasert, Wasit","raw_affiliation_strings":["College of Interdisciplinary Studies, Thammasat University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Interdisciplinary Studies, Thammasat University","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013324722","display_name":"Pokpong Songmuang","orcid":"https://orcid.org/0000-0002-4831-686X","observed_orcids":["https://orcid.org/0000-0002-4831-686X"]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Songmuang, Pokpong","raw_affiliation_strings":["Faculty of Science and Technology, Thammasat University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Thammasat University","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027376191","display_name":"Rachada Kongkachandra","orcid":"https://orcid.org/0000-0003-4273-6991","observed_orcids":["https://orcid.org/0000-0003-4273-6991"]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Kongkachandra, Rachada","raw_affiliation_strings":["College of Interdisciplinary Studies, Thammasat University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Interdisciplinary Studies, Thammasat University","institution_ids":["https://openalex.org/I108108428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I108108428"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9800000190734863,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9800000190734863,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.003800000064074993,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.0032999999821186066,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/self-supervised-learning","display_name":"self-supervised learning","score":0.984000027179718},{"id":"https://openalex.org/keywords/satellite-image-classification","display_name":"satellite image classification","score":0.9449999928474426},{"id":"https://openalex.org/keywords/unlabeled-data","display_name":"unlabeled data","score":0.800000011920929},{"id":"https://openalex.org/keywords/data-scarcity","display_name":"data scarcity","score":0.5529999732971191},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"knowledge transfer","score":0.8090000152587891}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7192000150680542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6334999799728394},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5031999945640564},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48669999837875366},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.48019999265670776},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4424999952316284},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4262999892234802},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4212000072002411},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.39660000801086426},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3702000081539154},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.35249999165534973},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3504999876022339},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.3490000069141388},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.33869999647140503},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.32019999623298645},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.3125999867916107},{"id":"https://openalex.org/C2985301230","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite image","level":3,"score":0.2775999903678894},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.27720001339912415},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2567000091075897},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.2549999952316284}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:li01.tci-thaijo.org:article/261394","doi":null,"is_oa":true,"landing_page_url":"https://li01.tci-thaijo.org/index.php/scimsujournal/article/view/261394","pdf_url":"https://li01.tci-thaijo.org/index.php/scimsujournal/article/download/261394/179360","source":{"id":"https://openalex.org/S4306516053","display_name":"\u0e27\u0e32\u0e23\u0e2a\u0e32\u0e23\u0e27\u0e34\u0e17\u0e22\u0e32\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c\u0e41\u0e25\u0e30\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35 \u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e21\u0e2b\u0e32\u0e2a\u0e32\u0e23\u0e04\u0e32\u0e21 (Journal of Science and Technology Mahasarakham University)","issn_l":"1686-9664","issn":["1686-9664","2985-2617","2985-2625"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2985-2617","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:li01.tci-thaijo.org:article/261394","doi":null,"is_oa":true,"landing_page_url":"https://li01.tci-thaijo.org/index.php/scimsujournal/article/view/261394","pdf_url":"https://li01.tci-thaijo.org/index.php/scimsujournal/article/download/261394/179360","source":{"id":"https://openalex.org/S4306516053","display_name":"\u0e27\u0e32\u0e23\u0e2a\u0e32\u0e23\u0e27\u0e34\u0e17\u0e22\u0e32\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e4c\u0e41\u0e25\u0e30\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35 \u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e21\u0e2b\u0e32\u0e2a\u0e32\u0e23\u0e04\u0e32\u0e21 (Journal of Science and Technology Mahasarakham University)","issn_l":"1686-9664","issn":["1686-9664","2985-2617","2985-2625"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2985-2617","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7218314751.pdf","grobid_xml":"https://content.openalex.org/works/W7218314751.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1821462560","https://openalex.org/W2117539524","https://openalex.org/W2138621090","https://openalex.org/W2617111643","https://openalex.org/W2804199516","https://openalex.org/W2807493049","https://openalex.org/W2984353870","https://openalex.org/W2998227069","https://openalex.org/W3005680577","https://openalex.org/W3023371261","https://openalex.org/W3036982689","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W4281658828","https://openalex.org/W7015241269","https://openalex.org/W4221142971","https://openalex.org/W4323060028","https://openalex.org/W4392192981","https://openalex.org/W7128598217","https://openalex.org/W3081380439","https://openalex.org/W3024286131","https://openalex.org/W7067581667","https://openalex.org/W2041972612"],"abstract_inverted_index":{"Supervised":[0],"deep":[1],"learning":[2,74,88],"techniques":[3],"are":[4],"state-of-the-art":[5],"methods":[6],"in":[7,26,56],"satellite":[8,40,57],"image":[9,58],"analysis;":[10],"however,":[11],"this":[12,60],"technique":[13,75],"requires":[14],"a":[15,63,83],"large,":[16],"labeled":[17,54,111],"dataset.":[18,129],"The":[19],"acquisition":[20],"of":[21,28,38,53,133],"such":[22],"datasets":[23],"is":[24,35],"expensive":[25],"terms":[27],"both":[29,44],"manpower":[30],"and":[31,46,122,139],"resources.":[32],"Conversely,":[33],"there":[34],"an":[36],"abundance":[37],"raw":[39],"images,":[41],"available":[42],"for":[43,86],"commercial":[45],"academic":[47],"purposes.":[48],"To":[49],"address":[50],"the":[51,117,126,131],"scarcity":[52],"data":[55],"classification,":[59],"study":[61],"presents":[62],"novel":[64],"method":[65],"to":[66,76,101],"utilize":[67],"these":[68],"unlabeled":[69],"data.":[70],"It":[71],"uses":[72],"self-supervised":[73],"create":[77],"synthetic":[78,97,135],"labels":[79,98,136],"that":[80,93],"act":[81],"as":[82],"training":[84],"dataset":[85,121],"supervised":[87],"models.":[89],"Experimental":[90],"results":[91],"show":[92],"models":[94],"trained":[95,103],"with":[96,104],"perform":[99],"comparably":[100],"those":[102],"real":[105],"labels,":[106],"using":[107],"9":[108],"times":[109],"fewer":[110],"data,":[112],"achieving":[113],"75%":[114],"accuracy":[115,124],"on":[116,125],"palm":[118],"oil":[119],"plantation":[120],"86%":[123],"Amazon":[127],"rainforest":[128],"Additionally,":[130],"process":[132],"generating":[134],"yields":[137],"versatile":[138],"knowledge-transferable":[140],"visual":[141],"representation":[142],"vectors.":[143]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-10-03T00:00:00"}
