{"id":"https://openalex.org/W3133381331","doi":"https://doi.org/10.1109/igarss39084.2020.9324083","title":"A Multi-Modal Approach for Monitoring Changes in Agriculture in the Mekong River Delta","display_name":"A Multi-Modal Approach for Monitoring Changes in Agriculture in the Mekong River Delta","publication_year":2020,"publication_date":"2020-09-26","ids":{"openalex":"https://openalex.org/W3133381331","doi":"https://doi.org/10.1109/igarss39084.2020.9324083","mag":"3133381331"},"language":"en","primary_location":{"id":"doi:10.1109/igarss39084.2020.9324083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss39084.2020.9324083","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000454558","display_name":"C. S. R. Neigh","orcid":"https://orcid.org/0000-0002-5322-6340"},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Christopher S.R. Neigh","raw_affiliation_strings":["NASA/Goddard Spaceflight Center, Greenbelt, MD, USA"],"affiliations":[{"raw_affiliation_string":"NASA/Goddard Spaceflight Center, Greenbelt, MD, USA","institution_ids":["https://openalex.org/I1306266525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036380155","display_name":"Nathan Thomas","orcid":"https://orcid.org/0000-0002-7808-6444"},"institutions":[{"id":"https://openalex.org/I4210144776","display_name":"Earth System Science Interdisciplinary Center","ror":"https://ror.org/042607708","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210144776","https://openalex.org/I66946132"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan Thomas","raw_affiliation_strings":["Earth System Science Interdisciplinary Center, University of Maryland, College Park, MD, USA"],"affiliations":[{"raw_affiliation_string":"Earth System Science Interdisciplinary Center, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I4210144776","https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018699872","display_name":"Mark Carroll","orcid":"https://orcid.org/0000-0001-6829-7961"},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark L. Carroll","raw_affiliation_strings":["NASA/Goddard Spaceflight Center, Greenbelt, MD, USA"],"affiliations":[{"raw_affiliation_string":"NASA/Goddard Spaceflight Center, Greenbelt, MD, USA","institution_ids":["https://openalex.org/I1306266525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083098196","display_name":"Margaret Wooten","orcid":"https://orcid.org/0000-0002-5259-757X"},"institutions":[{"id":"https://openalex.org/I4210144891","display_name":"Science Systems and Applications (United States)","ror":"https://ror.org/03xec1444","country_code":"US","type":"company","lineage":["https://openalex.org/I4210144891"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Margaret Wooten","raw_affiliation_strings":["Science Systems Applications Inc., Lanham, MD, USA"],"affiliations":[{"raw_affiliation_string":"Science Systems Applications Inc., Lanham, MD, USA","institution_ids":["https://openalex.org/I4210144891"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001796223","display_name":"J. L. McCarty","orcid":"https://orcid.org/0000-0002-3333-3931"},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica L. McCarty","raw_affiliation_strings":["Miami University, Oxford, OH"],"affiliations":[{"raw_affiliation_string":"Miami University, Oxford, OH","institution_ids":["https://openalex.org/I83328450"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000454558"],"corresponding_institution_ids":["https://openalex.org/I1306266525"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14639201,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3709","last_page":"3711"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9939000010490417,"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":0.9939000010490417,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9764000177383423,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9710999727249146,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.745803952217102},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.6488621234893799},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.6464597582817078},{"id":"https://openalex.org/keywords/haze","display_name":"Haze","score":0.5838084816932678},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5546348690986633},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5066126585006714},{"id":"https://openalex.org/keywords/delta","display_name":"Delta","score":0.4905163645744324},{"id":"https://openalex.org/keywords/cloud-cover","display_name":"Cloud cover","score":0.46666258573532104},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.44868624210357666},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.44551730155944824},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41975176334381104},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.4148104190826416},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.41113418340682983},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.2993847727775574},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.2989566922187805},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.26669734716415405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.26023924350738525},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.09582769870758057}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.745803952217102},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.6488621234893799},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.6464597582817078},{"id":"https://openalex.org/C79974267","wikidata":"https://www.wikidata.org/wiki/Q643546","display_name":"Haze","level":2,"score":0.5838084816932678},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5546348690986633},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5066126585006714},{"id":"https://openalex.org/C5072461","wikidata":"https://www.wikidata.org/wiki/Q49506","display_name":"Delta","level":2,"score":0.4905163645744324},{"id":"https://openalex.org/C206887242","wikidata":"https://www.wikidata.org/wiki/Q830457","display_name":"Cloud cover","level":3,"score":0.46666258573532104},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.44868624210357666},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.44551730155944824},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41975176334381104},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4148104190826416},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.41113418340682983},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.2993847727775574},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.2989566922187805},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.26669734716415405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26023924350738525},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.09582769870758057},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil 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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss39084.2020.9324083","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss39084.2020.9324083","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/27384c23-2970-4c02-944d-948b6f28b275","is_oa":false,"landing_page_url":"https://research.edgehill.ac.uk/en/publications/27384c23-2970-4c02-944d-948b6f28b275","pdf_url":null,"source":{"id":"https://openalex.org/S4306402462","display_name":"Edge Hill University Research Information Repository (Edge Hill University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165525304","host_organization_name":"Edge Hill University","host_organization_lineage":["https://openalex.org/I165525304"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neigh, C S R, Thomas, N, Carroll, M L, Wooten, M & McCarty, J L 2020, A Multi-Modal Approach for Monitoring Changes in Agriculture in the Mekong River Delta. in 2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020 - Proceedings., 9324083, International Geoscience and Remote Sensing Symposium (IGARSS), Institute of Electrical and Electronics Engineers Inc., pp. 3709-3711, 2020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Virtual, Waikoloa, United States, 26/09/20. https://doi.org/10.1109/IGARSS39084.2020.9324083","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.7599999904632568}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1154758367","https://openalex.org/W1965500690","https://openalex.org/W1970845750","https://openalex.org/W1986658172","https://openalex.org/W1994366805","https://openalex.org/W1999070250","https://openalex.org/W2014512338","https://openalex.org/W2042185076","https://openalex.org/W2047152380","https://openalex.org/W2057757646","https://openalex.org/W2060631741","https://openalex.org/W2078706248","https://openalex.org/W2801083736","https://openalex.org/W2987923808"],"related_works":["https://openalex.org/W2397673276","https://openalex.org/W2318437963","https://openalex.org/W2348696601","https://openalex.org/W2394444438","https://openalex.org/W2377355001","https://openalex.org/W2387386748","https://openalex.org/W2377493372","https://openalex.org/W2964624622","https://openalex.org/W2388134306","https://openalex.org/W2371905190"],"abstract_inverted_index":{"Smallholder":[0],"farms":[1],"in":[2,25,66,72,109,134],"South":[3],"East":[4],"Asia":[5],"are":[6,125],"characterized":[7],"by":[8],"small":[9],"irregular":[10],"field":[11,70],"patterns,":[12],"dense":[13,137],"cloud":[14,139],"cover":[15,140],"and":[16,63,84,86,100,119,141],"haze":[17,142],"which":[18],"limits":[19],"our":[20],"ability":[21],"to":[22,61,114],"observe":[23],"changes":[24,65],"agriculture":[26,67,122],"land-use.":[27],"Very-high":[28],"resolution":[29,130],"(VHR,":[30],"<;":[31],"5":[32],"m)":[33,133],"Earth":[34],"observing":[35],"(EO)":[36],"satellites":[37],"have":[38],"grown":[39],"into":[40],"constellations":[41],"with":[42,77,103,136],"global":[43],"repeat":[44],"coverage":[45],"that":[46,124],"can":[47],"support":[48],"multiple":[49],"observations":[50],"within":[51],"a":[52,58,110],"growing":[53],"season.":[54],"Here":[55],"we":[56],"present":[57],"multi-modal":[59],"approach":[60,94],"map":[62,116],"monitor":[64],"at":[68,128],"the":[69,73,96,117],"scale":[71],"Mekong":[74],"River":[75],"Delta":[76],"VHR":[78,101],"optical":[79],"imagery":[80,102],"from":[81,91,143],"Worldview-1,":[82],"2":[83],"3,":[85],"synthetic":[87],"aperture":[88],"radar":[89],"(SAR)":[90],"Sentinel-1.":[92],"Our":[93],"leverages":[95],"benefits":[97],"of":[98,121],"SAR":[99],"geographic":[104],"object-based":[105],"image":[106],"analysis":[107],"(GEOBIA)":[108],"high-end":[111],"computing":[112],"environment":[113],"rapidly":[115],"distribution":[118],"size":[120],"fields":[123],"not":[126],"observable":[127],"moderate":[129],"(>":[131],"30":[132],"regions":[135],"persistent":[138],"biomass":[144],"burning.":[145]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}