{"id":"https://openalex.org/W4394755170","doi":"https://doi.org/10.3390/rs16081356","title":"Super-Resolution for Land Surface Temperature Retrieval Images via Cross-Scale Diffusion Model Using Reference Images","display_name":"Super-Resolution for Land Surface Temperature Retrieval Images via Cross-Scale Diffusion Model Using Reference Images","publication_year":2024,"publication_date":"2024-04-12","ids":{"openalex":"https://openalex.org/W4394755170","doi":"https://doi.org/10.3390/rs16081356"},"language":"en","primary_location":{"id":"doi:10.3390/rs16081356","doi":"https://doi.org/10.3390/rs16081356","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16081356","pdf_url":"https://www.mdpi.com/2072-4292/16/8/1356/pdf?version=1712903010","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/8/1356/pdf?version=1712903010","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103076254","display_name":"Junqi Chen","orcid":"https://orcid.org/0009-0008-0376-9356","observed_orcids":["https://orcid.org/0009-0008-0376-9356"]},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junqi Chen","raw_affiliation_strings":["The School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China"],"raw_orcid":"https://orcid.org/0009-0008-0376-9356","affiliations":[{"raw_affiliation_string":"The School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019376939","display_name":"Lijuan Jia","orcid":"https://orcid.org/0000-0002-6765-6413","observed_orcids":["https://orcid.org/0000-0002-6765-6413"]},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lijuan Jia","raw_affiliation_strings":["The School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China"],"raw_orcid":"https://orcid.org/0000-0002-6765-6413","affiliations":[{"raw_affiliation_string":"The School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112339130","display_name":"Jinchuan Zhang","orcid":"https://orcid.org/0000-0002-2979-4866","observed_orcids":["https://orcid.org/0000-0002-2979-4866","https://orcid.org/0000-0002-7258-3888"]},"institutions":[{"id":"https://openalex.org/I3125743391","display_name":"China University of Geosciences (Beijing)","ror":"https://ror.org/04q6c7p66","country_code":"CN","type":"education","lineage":["https://openalex.org/I3125743391"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinchuan Zhang","raw_affiliation_strings":["The School of Energy, China University of Geosciences (Beijing), Beijing 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Energy, China University of Geosciences (Beijing), Beijing 100083, China","institution_ids":["https://openalex.org/I3125743391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101151189","display_name":"Yilong Feng","orcid":"https://orcid.org/0009-0005-7911-1970","observed_orcids":["https://orcid.org/0009-0005-7911-1970"]},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilong Feng","raw_affiliation_strings":["The School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775475","display_name":"Xiaobin Zhao","orcid":"https://orcid.org/0000-0002-9828-1976","observed_orcids":["https://orcid.org/0000-0002-9828-1976"]},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobin Zhao","raw_affiliation_strings":["The School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China"],"raw_orcid":"https://orcid.org/0000-0002-9828-1976","affiliations":[{"raw_affiliation_string":"The School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067803447","display_name":"Ran Tao","orcid":"https://orcid.org/0000-0002-5243-7189","observed_orcids":["https://orcid.org/0000-0002-5243-7189"]},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Tao","raw_affiliation_strings":["The School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019376939"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":{"value":2700,"currency":"CHF","value_usd":3069},"apc_paid":{"value":2700,"currency":"CHF","value_usd":3069},"fwci":1.7059,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.84700247,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"16","issue":"8","first_page":"1356","last_page":"1356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","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/T11105","display_name":"Advanced Image Processing Techniques","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/T10688","display_name":"Image and Signal Denoising Methods","score":0.00279999990016222,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.0017999999690800905,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/super-resolution","display_name":"super-resolution","score":0.7649999856948853},{"id":"https://openalex.org/keywords/land-surface-temperature-retrieval","display_name":"land surface temperature retrieval","score":0.8560000061988831},{"id":"https://openalex.org/keywords/reference-images","display_name":"reference images","score":0.7609999775886536},{"id":"https://openalex.org/keywords/geothermal-exploration","display_name":"geothermal exploration","score":0.9800000190734863},{"id":"https://openalex.org/keywords/attention-mechanism","display_name":"attention mechanism","score":0.718999981880188},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"noise reduction","score":0.7450000047683716},{"id":"https://openalex.org/keywords/satellite-thermal-imagery","display_name":"satellite thermal imagery","score":0.5519999861717224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7011604309082031},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5664364099502563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4719763696193695},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45841026306152344},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4473362863063812},{"id":"https://openalex.org/C111766609","wikidata":"https://www.wikidata.org/wiki/Q636340","display_name":"Geothermal gradient","level":2,"score":0.44631630182266235},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4345320463180542},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4329097867012024},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.33934447169303894},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18472498655319214},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09604266285896301},{"id":"https://openalex.org/C8058405","wikidata":"https://www.wikidata.org/wiki/Q46255","display_name":"Geophysics","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16081356","doi":"https://doi.org/10.3390/rs16081356","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16081356","pdf_url":"https://www.mdpi.com/2072-4292/16/8/1356/pdf?version=1712903010","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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:ab695698ff4f489a8bf819d80d5ddf02","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/ab695698ff4f489a8bf819d80d5ddf02","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 8, p 1356 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16081356","doi":"https://doi.org/10.3390/rs16081356","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16081356","pdf_url":"https://www.mdpi.com/2072-4292/16/8/1356/pdf?version=1712903010","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,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G727586601","display_name":null,"funder_award_id":"41927801","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394755170.pdf","grobid_xml":"https://content.openalex.org/works/W4394755170.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W7682646","https://openalex.org/W1885185971","https://openalex.org/W1901129140","https://openalex.org/W1950594372","https://openalex.org/W1977581467","https://openalex.org/W2026352629","https://openalex.org/W2054515210","https://openalex.org/W2104599718","https://openalex.org/W2117539524","https://openalex.org/W2133665775","https://openalex.org/W2194775991","https://openalex.org/W2441740088","https://openalex.org/W2476548250","https://openalex.org/W2866634454","https://openalex.org/W2891158090","https://openalex.org/W2919046835","https://openalex.org/W2962785568","https://openalex.org/W2963470893","https://openalex.org/W2963981733","https://openalex.org/W2986795095","https://openalex.org/W2999437754","https://openalex.org/W3011688396","https://openalex.org/W3013529009","https://openalex.org/W3030520226","https://openalex.org/W3035022492","https://openalex.org/W3036167779","https://openalex.org/W3096831136","https://openalex.org/W3113411237","https://openalex.org/W3147328569","https://openalex.org/W3155072588","https://openalex.org/W3159073134","https://openalex.org/W3164088624","https://openalex.org/W4221144575","https://openalex.org/W4226014430","https://openalex.org/W4226239104","https://openalex.org/W4283118136","https://openalex.org/W4309605960","https://openalex.org/W4385358347","https://openalex.org/W4386025596","https://openalex.org/W4386076368","https://openalex.org/W4386083034","https://openalex.org/W4390338480","https://openalex.org/W4391137563","https://openalex.org/W4403863649","https://openalex.org/W6787561404","https://openalex.org/W6954747811"],"related_works":["https://openalex.org/W7155053047","https://openalex.org/W4410616190","https://openalex.org/W4412837140","https://openalex.org/W4221144575","https://openalex.org/W4387802054","https://openalex.org/W4409511150","https://openalex.org/W4410738308","https://openalex.org/W4416510072","https://openalex.org/W7162751248","https://openalex.org/W6925604171"],"abstract_inverted_index":{"Geothermal":[0],"resources":[1],"are":[2],"efficient,":[3],"clean,":[4],"and":[5,20,52,128,164,189,192],"renewable":[6],"energy":[7],"sources.":[8],"Using":[9],"high-resolution":[10],"images":[11,36,61,78,163],"captured":[12],"by":[13],"remote":[14],"sensing":[15],"satellites":[16],"for":[17,22,75],"temperature":[18,34,90],"retrieval":[19,35,60,77],"searching":[21],"geothermal":[23,67,197,236],"anomaly":[24],"areas":[25],"is":[26,62,95],"an":[27],"efficient":[28],"method.":[29],"However,":[30],"obtaining":[31],"land":[32],"surface":[33,89],"requires":[37],"multiple":[38],"steps":[39],"of":[40,49,58,87,132,155,196,219],"calculation,":[41],"which":[42,123],"can":[43,79,124,229],"result":[44],"in":[45,66,92,140,161],"a":[46,64,101,109,210,231],"great":[47],"loss":[48],"image":[50,82,104,168,217,226],"information":[51,91],"resolution.":[53],"Therefore,":[54],"the":[55,71,84,88,93,119,129,137,141,146,162,166,194,206,216,220],"super-resolution":[56,73,105,142],"reconstruction":[57],"LST":[59,76,221],"currently":[63],"challenge":[65],"resource":[68,237],"exploration.":[69,238],"Although":[70],"current":[72],"methods":[74],"appropriately":[80],"restore":[81,215],"quality,":[83,191,227],"overall":[85,167],"restoration":[86],"region":[94],"still":[96],"not":[97],"ideal.":[98],"We":[99],"propose":[100,118,145],"cross-scale":[102],"reference":[103],"model":[106,111,208],"based":[107],"on":[108],"diffusion":[110],"using":[112],"deep":[113],"learning":[114],"technology.":[115],"First,":[116],"we":[117,144,174,203,228],"Pre-Super-Resolution":[120],"Network":[121],"(PreNet),":[122],"improve":[125],"both":[126,176],"indices":[127,178],"visual":[130],"effect":[131],"images.":[133],"Second,":[134],"to":[135,171,214,234],"reduce":[136],"white":[138],"noise":[139,160],"images,":[143],"Cross-Scale":[147],"Reference":[148],"Image":[149],"Attention":[150],"Mechanism":[151],"(CSRIAM).":[152],"The":[153],"introduction":[154],"this":[156],"mechanism":[157],"greatly":[158],"reduces":[159],"improves":[165],"quality.":[169],"Compared":[170],"previous":[172],"methods,":[173],"improved":[175],"experimental":[177,201],"such":[179],"as":[180],"Peak":[181],"Signal-to-Noise":[182],"Ratio":[183],"(PSNR),":[184],"Structural":[185],"Similarity":[186],"(SSIM),":[187],"etc.,":[188],"vision":[190],"optimized":[193],"recovery":[195],"anomalies.":[198],"Through":[199],"our":[200],"results,":[202],"found":[204],"that":[205],"CS-Diffusion":[207],"has":[209],"very":[211],"strong":[212],"ability":[213],"quality":[218],"retrieval.":[222],"After":[223],"restoring":[224],"its":[225],"make":[230],"positive":[232],"contribution":[233],"subsequent":[235]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-04-13T00:00:00"}