{"id":"https://openalex.org/W2981692395","doi":"https://doi.org/10.3390/rs12020281","title":"Harmonization of Landsat and Sentinel 2 for Crop Monitoring in Drought Prone Areas: Case Studies of Ninh Thuan (Vietnam) and Bekaa (Lebanon)","display_name":"Harmonization of Landsat and Sentinel 2 for Crop Monitoring in Drought Prone Areas: Case Studies of Ninh Thuan (Vietnam) and Bekaa (Lebanon)","publication_year":2020,"publication_date":"2020-01-15","ids":{"openalex":"https://openalex.org/W2981692395","doi":"https://doi.org/10.3390/rs12020281","mag":"2981692395"},"language":"en","primary_location":{"id":"doi:10.3390/rs12020281","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12020281","pdf_url":"https://www.mdpi.com/2072-4292/12/2/281/pdf?version=1579078414","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/2072-4292/12/2/281/pdf?version=1579078414","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008452911","display_name":"Minh Nguyen","orcid":"https://orcid.org/0000-0002-8898-1020"},"institutions":[{"id":"https://openalex.org/I102520234","display_name":"TH K\u00f6ln - University of Applied Sciences","ror":"https://ror.org/014nnvj65","country_code":"DE","type":"education","lineage":["https://openalex.org/I102520234"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Minh Nguyen","raw_affiliation_strings":["Institute for Technology and Resources Management in the Tropics and Subtropics (ITT), Cologne University of Applied Science, 50678 K\u00f6ln, Germany","Vietnam Academy for Water Resources, Ministry of Agricultural and Rural Development, Hanoi 100803, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Technology and Resources Management in the Tropics and Subtropics (ITT), Cologne University of Applied Science, 50678 K\u00f6ln, Germany","institution_ids":["https://openalex.org/I102520234"]},{"raw_affiliation_string":"Vietnam Academy for Water Resources, Ministry of Agricultural and Rural Development, Hanoi 100803, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000406394","display_name":"Oscar M. Baez\u2010Villanueva","orcid":"https://orcid.org/0000-0002-2262-1698"},"institutions":[{"id":"https://openalex.org/I102520234","display_name":"TH K\u00f6ln - University of Applied Sciences","ror":"https://ror.org/014nnvj65","country_code":"DE","type":"education","lineage":["https://openalex.org/I102520234"]},{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oscar Baez-Villanueva","raw_affiliation_strings":["Faculty of Spatial Planning, TU Dortmund University, 44227 Dortmund, Germany","Institute for Technology and Resources Management in the Tropics and Subtropics (ITT), Cologne University of Applied Science, 50678 K\u00f6ln, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Spatial Planning, TU Dortmund University, 44227 Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]},{"raw_affiliation_string":"Institute for Technology and Resources Management in the Tropics and Subtropics (ITT), Cologne University of Applied Science, 50678 K\u00f6ln, Germany","institution_ids":["https://openalex.org/I102520234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034354601","display_name":"Duong Du Bui","orcid":"https://orcid.org/0000-0002-1974-9762"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Duong Bui","raw_affiliation_strings":["National Center for Water Resources Planning and Investigation, Ministry of Natural Resources and Environment, Hanoi 100803, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Center for Water Resources Planning and Investigation, Ministry of Natural Resources and Environment, Hanoi 100803, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112283421","display_name":"Phong Nguyen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Phong Nguyen","raw_affiliation_strings":["Vietnam Academy for Water Resources, Ministry of Agricultural and Rural Development, Hanoi 100803, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vietnam Academy for Water Resources, Ministry of Agricultural and Rural Development, Hanoi 100803, Vietnam","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008706316","display_name":"Lars Ribbe","orcid":"https://orcid.org/0000-0003-3052-1782"},"institutions":[{"id":"https://openalex.org/I102520234","display_name":"TH K\u00f6ln - University of Applied Sciences","ror":"https://ror.org/014nnvj65","country_code":"DE","type":"education","lineage":["https://openalex.org/I102520234"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lars Ribbe","raw_affiliation_strings":["Institute for Technology and Resources Management in the Tropics and Subtropics (ITT), Cologne University of Applied Science, 50678 K\u00f6ln, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Technology and Resources Management in the Tropics and Subtropics (ITT), Cologne University of Applied Science, 50678 K\u00f6ln, Germany","institution_ids":["https://openalex.org/I102520234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5034354601"],"corresponding_institution_ids":[],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":10.3071,"has_fulltext":true,"cited_by_count":106,"citation_normalized_percentile":{"value":0.9879439,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"12","issue":"2","first_page":"281","last_page":"281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/remote-sensing","display_name":"Remote sensing","score":0.7256571650505066},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5613650679588318},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.535993218421936},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.45501604676246643},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.44792744517326355},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.415319561958313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30019477009773254},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.23677119612693787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11361637711524963}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7256571650505066},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5613650679588318},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.535993218421936},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.45501604676246643},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.44792744517326355},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.415319561958313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30019477009773254},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.23677119612693787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11361637711524963},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs12020281","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12020281","pdf_url":"https://www.mdpi.com/2072-4292/12/2/281/pdf?version=1579078414","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:2c66e00eba4c4d108aaa2b9583052024","is_oa":true,"landing_page_url":"https://doaj.org/article/2c66e00eba4c4d108aaa2b9583052024","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":"Remote Sensing, Vol 12, Iss 2, p 281 (2020)","raw_type":"article"},{"id":"pmh:oai:epb.bibl.th-koeln.de:1508","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:hbz:832-epub4-15081","pdf_url":null,"source":{"id":"https://openalex.org/S4306401363","display_name":"ePublications (Technical University of Cologne)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/2/281/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12020281","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 12; Issue 2; Pages: 281","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12020281","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12020281","pdf_url":"https://www.mdpi.com/2072-4292/12/2/281/pdf?version=1579078414","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":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G2055054478","display_name":null,"funder_award_id":"NE/S002847/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G2107900514","display_name":null,"funder_award_id":"VINIF.2019.DA17","funder_id":"https://openalex.org/F4320328994","funder_display_name":"Qu\u1ef9 \u0110\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o Vingroup"},{"id":"https://openalex.org/G3704994175","display_name":null,"funder_award_id":"NE/S002847/1","funder_id":"https://openalex.org/F4320320022","funder_display_name":"Sight Research UK"},{"id":"https://openalex.org/G4061771479","display_name":"Vi\u1ec7t Nam: Nghi\u00ean c\u1ee9u t\u01b0\u01a1ng t\u00e1c h\u1ea1n h\u00e1n t\u0103ng c\u01b0\u1eddng v\u00f9ng \u0111\u1ed3ng b\u1eb1ng d\u1ec5 t\u1ed5n th\u01b0\u01a1ng","funder_award_id":"NE/S002847/1","funder_id":"https://openalex.org/F4320309617","funder_display_name":"National Foundation for Science and Technology Development"},{"id":"https://openalex.org/G6141087908","display_name":null,"funder_award_id":"Grant No. NE/S002847/1","funder_id":"https://openalex.org/F4320309617","funder_display_name":"National Foundation for Science and Technology Development"}],"funders":[{"id":"https://openalex.org/F4320309617","display_name":"National Foundation for Science and Technology Development","ror":"https://ror.org/04rw64z44"},{"id":"https://openalex.org/F4320318839","display_name":"T\u1eadp \u0111o\u00e0n Vingroup - C\u00f4ng ty CP","ror":null},{"id":"https://openalex.org/F4320320022","display_name":"Sight Research UK","ror":"https://ror.org/03z2py885"},{"id":"https://openalex.org/F4320328994","display_name":"Qu\u1ef9 \u0110\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o Vingroup","ror":null},{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2981692395.pdf"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W1544274373","https://openalex.org/W1583995889","https://openalex.org/W1965825034","https://openalex.org/W1998733631","https://openalex.org/W2001599060","https://openalex.org/W2016233006","https://openalex.org/W2027776168","https://openalex.org/W2042092005","https://openalex.org/W2054937392","https://openalex.org/W2057330951","https://openalex.org/W2057641906","https://openalex.org/W2086418613","https://openalex.org/W2094254352","https://openalex.org/W2097492507","https://openalex.org/W2116922976","https://openalex.org/W2122460654","https://openalex.org/W2125763679","https://openalex.org/W2141968636","https://openalex.org/W2142624305","https://openalex.org/W2151023338","https://openalex.org/W2157494358","https://openalex.org/W2269872013","https://openalex.org/W2273147317","https://openalex.org/W2326555434","https://openalex.org/W2510257774","https://openalex.org/W2517986957","https://openalex.org/W2562763039","https://openalex.org/W2605847660","https://openalex.org/W2618092941","https://openalex.org/W2618953255","https://openalex.org/W2725897987","https://openalex.org/W2726525165","https://openalex.org/W2736022141","https://openalex.org/W2782794599","https://openalex.org/W2793728001","https://openalex.org/W2794195626","https://openalex.org/W2799417842","https://openalex.org/W2801667818","https://openalex.org/W2804467493","https://openalex.org/W2804839269","https://openalex.org/W2888842191","https://openalex.org/W2889506869","https://openalex.org/W2890225206","https://openalex.org/W2892045252","https://openalex.org/W2897285410","https://openalex.org/W2899369884","https://openalex.org/W2901852697","https://openalex.org/W2911964244","https://openalex.org/W2917077894","https://openalex.org/W2937677292","https://openalex.org/W3122191690","https://openalex.org/W6635005370","https://openalex.org/W6678096030","https://openalex.org/W6681168932"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658"],"abstract_inverted_index":{"Proper":[0],"satellite-based":[1],"crop":[2,222,248,262],"monitoring":[3],"applications":[4],"at":[5,12,38],"the":[6,64,75,82,94,119,127,130,146,175,178,195,201,216,234,242,261,290,312],"farm-level":[7],"often":[8],"require":[9],"near-daily":[10],"imagery":[11],"medium":[13],"to":[14,163,232,279],"high":[15],"spatial":[16,205,308],"resolution.":[17],"The":[18,97,254,274,301],"combination":[19],"of":[20,66,84,121,177,187,190,215,260],"data":[21,51,86,181,219,303],"from":[22,156],"different":[23],"ongoing":[24],"satellite":[25],"missions":[26],"Sentinel":[27,72,152],"2":[28,73,153],"(ESA)":[29],"and":[30,53,71,90,111,140,151,169,224,238,257,287,299],"Landsat":[31,67,69,149],"7/8":[32],"(NASA)":[33],"provides":[34],"this":[35,43],"unprecedented":[36],"opportunity":[37],"a":[39,59,171,188],"global":[40],"scale;":[41],"however,":[42],"is":[44],"rarely":[45],"implemented":[46],"because":[47],"these":[48],"procedures":[49],"are":[50,318],"demanding":[52],"computationally":[54],"intensive.":[55],"This":[56],"study":[57],"developed":[58],"robust":[60],"stream":[61],"processing":[62],"for":[63,104,126,221,320],"harmonization":[65,128],"7,":[68],"8":[70,150],"in":[74,93,108,159,166,241,250,282],"Google":[76,95,313],"Earth":[77,314],"Engine":[78,315],"cloud":[79],"platform,":[80],"connecting":[81],"benefit":[83],"coherent":[85],"structure,":[87],"built-in":[88],"functions":[89],"computational":[91],"power":[92],"Cloud.":[96],"harmonized":[98,180,218,302],"surface":[99],"reflectance":[100],"images":[101,154,193],"were":[102,207,264,293],"generated":[103],"two":[105],"agricultural":[106],"schemes":[107],"Bekaa":[109,167,196],"(Lebanon)":[110],"Ninh":[112,160,251],"Thuan":[113,161,252],"(Vietnam)":[114,162],"during":[115,246],"2018\u20132019.":[116],"We":[117,143],"evaluated":[118],"performance":[120],"several":[122],"pre-processing":[123],"steps":[124],"needed":[125],"including":[129],"image":[131,276],"co-registration,":[132],"Bidirectional":[133],"Reflectance":[134],"Distribution":[135],"Functions":[136],"correction,":[137,139],"topographic":[138],"band":[141],"adjustment.":[142],"found":[144],"that":[145],"misregistration":[147],"between":[148],"varied":[155],"10":[157],"m":[158,165,307],"32":[164],"(Lebanon),":[168],"posed":[170],"great":[172],"impact":[173],"on":[174],"quality":[176],"final":[179,275],"set":[182,220],"if":[183],"not":[184],"treated.":[185],"Analysis":[186],"pair":[189],"overlapped":[191],"L8-S2":[192],"over":[194],"region":[197],"showed":[198],"that,":[199],"after":[200],"harmonization,":[202],"all":[203],"band-to-band":[204],"correlations":[206],"greatly":[208],"improved.":[209],"Finally,":[210],"we":[211],"demonstrated":[212],"an":[213,269],"application":[214],"dense":[217],"mapping":[223],"monitoring.":[225],"An":[226],"harmonic":[227],"(Fourier)":[228],"analysis":[229],"was":[230,277],"applied":[231],"fit":[233],"detected":[235],"unimodal,":[236],"bimodal":[237],"trimodal":[239],"shapes":[240],"temporal":[243],"NDVI":[244],"patterns":[245],"one":[247],"year":[249],"province.":[253],"derived":[255],"phase":[256,286,298],"amplitude":[258],"values":[259],"cycles":[263],"combined":[265],"with":[266,295,311],"max-NDVI":[267],"as":[268],"R-G-B":[270],"false":[271],"composite":[272],"image.":[273],"able":[278],"highlight":[280],"croplands":[281],"bright":[283],"colors":[284],"(high":[285],"amplitude),":[288],"while":[289],"non-crop":[291],"areas":[292],"shown":[294],"grey/dark":[296],"(low":[297],"amplitude).":[300],"sets":[304],"(with":[305],"30":[306],"resolution)":[309],"along":[310],"scripts":[316],"used":[317],"provided":[319],"public":[321],"use.":[322]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":27},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}