{"id":"https://openalex.org/W2963587013","doi":"https://doi.org/10.3390/rs11141707","title":"Spatio-Temporal Patterns of Coastal Aquaculture Derived from Sentinel-1 Time Series Data and the Full Landsat Archive","display_name":"Spatio-Temporal Patterns of Coastal Aquaculture Derived from Sentinel-1 Time Series Data and the Full Landsat Archive","publication_year":2019,"publication_date":"2019-07-18","ids":{"openalex":"https://openalex.org/W2963587013","doi":"https://doi.org/10.3390/rs11141707","mag":"2963587013"},"language":"en","primary_location":{"id":"doi:10.3390/rs11141707","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11141707","pdf_url":"https://www.mdpi.com/2072-4292/11/14/1707/pdf","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/2072-4292/11/14/1707/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009233299","display_name":"Dorothee Stiller","orcid":"https://orcid.org/0000-0002-8681-6144"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Dorothee Stiller","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), D-82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), D-82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078041885","display_name":"Marco Ottinger","orcid":null},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco Ottinger","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), D-82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), D-82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020698456","display_name":"Patrick Leinenkugel","orcid":"https://orcid.org/0000-0001-5571-800X"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Patrick Leinenkugel","raw_affiliation_strings":["German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), D-82234 Wessling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), D-82234 Wessling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009233299"],"corresponding_institution_ids":["https://openalex.org/I2898391981"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":1374,"currency":"EUR","value_usd":1481},"fwci":5.7188,"has_fulltext":true,"cited_by_count":56,"citation_normalized_percentile":{"value":0.9624785,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"11","issue":"14","first_page":"1707","last_page":"1707"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10779","display_name":"Coastal wetland ecosystem dynamics","score":0.9909999966621399,"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/T10779","display_name":"Coastal wetland ecosystem dynamics","score":0.9909999966621399,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9847999811172485,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T12414","display_name":"Coastal and Marine Management","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/aquaculture","display_name":"Aquaculture","score":0.8344541788101196},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6320934295654297},{"id":"https://openalex.org/keywords/delta","display_name":"Delta","score":0.617357611656189},{"id":"https://openalex.org/keywords/river-delta","display_name":"River delta","score":0.5776237845420837},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.45183053612709045},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4461739659309387},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.4218425452709198},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.38641679286956787},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.34082385897636414},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2953099012374878},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.27553027868270874},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.19438794255256653},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.15150737762451172}],"concepts":[{"id":"https://openalex.org/C86909935","wikidata":"https://www.wikidata.org/wiki/Q188989","display_name":"Aquaculture","level":3,"score":0.8344541788101196},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6320934295654297},{"id":"https://openalex.org/C5072461","wikidata":"https://www.wikidata.org/wiki/Q49506","display_name":"Delta","level":2,"score":0.617357611656189},{"id":"https://openalex.org/C135114317","wikidata":"https://www.wikidata.org/wiki/Q43197","display_name":"River delta","level":3,"score":0.5776237845420837},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.45183053612709045},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4461739659309387},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.4218425452709198},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.38641679286956787},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.34082385897636414},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2953099012374878},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.27553027868270874},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.19438794255256653},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.15150737762451172},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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":4,"locations":[{"id":"doi:10.3390/rs11141707","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11141707","pdf_url":"https://www.mdpi.com/2072-4292/11/14/1707/pdf","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:elib.dlr.de:128487","is_oa":false,"landing_page_url":"https://doi.org/10.3390/rs11141707>.","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:doaj.org/article:4aaafc32e7ae4b6582670608ec5e6ebc","is_oa":true,"landing_page_url":"https://doaj.org/article/4aaafc32e7ae4b6582670608ec5e6ebc","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 11, Iss 14, p 1707 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/14/1707/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11141707","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 11; Issue 14; Pages: 1707","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11141707","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11141707","pdf_url":"https://www.mdpi.com/2072-4292/11/14/1707/pdf","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":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G352791218","display_name":null,"funder_award_id":"(BMBF)","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G5168466499","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2963587013.pdf","grobid_xml":"https://content.openalex.org/works/W2963587013.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W1488292483","https://openalex.org/W1819762008","https://openalex.org/W1826500935","https://openalex.org/W1967286296","https://openalex.org/W1972592430","https://openalex.org/W1975213214","https://openalex.org/W1995495601","https://openalex.org/W2009740566","https://openalex.org/W2016490207","https://openalex.org/W2019504071","https://openalex.org/W2023952820","https://openalex.org/W2028240797","https://openalex.org/W2032338257","https://openalex.org/W2034258863","https://openalex.org/W2038369786","https://openalex.org/W2038412037","https://openalex.org/W2040833261","https://openalex.org/W2041175234","https://openalex.org/W2041572521","https://openalex.org/W2042556163","https://openalex.org/W2042923072","https://openalex.org/W2043003177","https://openalex.org/W2047152380","https://openalex.org/W2053154970","https://openalex.org/W2056365666","https://openalex.org/W2059775642","https://openalex.org/W2060854321","https://openalex.org/W2062728971","https://openalex.org/W2070328828","https://openalex.org/W2073561644","https://openalex.org/W2077509829","https://openalex.org/W2082641874","https://openalex.org/W2085282193","https://openalex.org/W2086620533","https://openalex.org/W2089841598","https://openalex.org/W2090572268","https://openalex.org/W2091519716","https://openalex.org/W2094382070","https://openalex.org/W2132924289","https://openalex.org/W2138232237","https://openalex.org/W2151456308","https://openalex.org/W2157616006","https://openalex.org/W2164777277","https://openalex.org/W2174297542","https://openalex.org/W2214058817","https://openalex.org/W2283476307","https://openalex.org/W2285188035","https://openalex.org/W2311661106","https://openalex.org/W2468767388","https://openalex.org/W2509249363","https://openalex.org/W2519960185","https://openalex.org/W2555189913","https://openalex.org/W2560167313","https://openalex.org/W2569593339","https://openalex.org/W2604139390","https://openalex.org/W2611735871","https://openalex.org/W2725897987","https://openalex.org/W2755013453","https://openalex.org/W2756208483","https://openalex.org/W2772808582","https://openalex.org/W2849149770","https://openalex.org/W4241182111","https://openalex.org/W4248352384","https://openalex.org/W6655551744","https://openalex.org/W6727029182","https://openalex.org/W6735917491"],"related_works":["https://openalex.org/W2383611265","https://openalex.org/W2735130551","https://openalex.org/W2977782020","https://openalex.org/W3212371715","https://openalex.org/W2372487319","https://openalex.org/W2064799217","https://openalex.org/W4239373651","https://openalex.org/W2367156160","https://openalex.org/W2550753238","https://openalex.org/W2126588046"],"abstract_inverted_index":{"Asia":[0],"is":[1,135,254],"the":[2,42,75,81,117,122,125,140,154,162,170,186,197,201,205,216,235,263,275],"major":[3],"contributor":[4],"to":[5,18,41,60,128,237,240,256,261,272],"global":[6,133],"aquaculture":[7,62,89,101,151,178,224,267],"production":[8],"in":[9,24,48,67,150,193,204,274],"quantity,":[10],"accounting":[11],"for":[12,53,103,153,161,169,185,196],"almost":[13],"90%.":[14],"These":[15],"practices":[16],"lead":[17],"extensive":[19],"land-use":[20],"and":[21,27,31,37,44,64,80,165,199],"land-cover":[22],"changes":[23,47,222],"coastal":[25,33,54,194],"areas,":[26],"thus":[28],"harm":[29],"valuable":[30],"sensitive":[32],"ecosystems.":[34],"Remote":[35],"sensing":[36],"GIS":[38],"technologies":[39],"contribute":[40],"mapping":[43],"monitoring":[45],"of":[46,88,124,177,223,229,248,266],"aquaculture,":[49],"providing":[50],"essential":[51],"information":[52,111],"management":[55,259],"applications.":[56],"This":[57,253],"study":[58],"aims":[59],"investigate":[61],"expansion":[63,179],"spatio-temporal":[65,221],"dynamics":[66],"two":[68],"Chinese":[69],"river":[70],"deltas":[71],"over":[72],"three":[73,251],"decades:":[74],"Yellow":[76],"River":[77,83,203],"Delta":[78,84],"(YRD)":[79],"Pearl":[82,202],"(PRD).":[85],"Long-term":[86],"patterns":[87],"change":[90],"are":[91,191,270],"extracted":[92,115],"based":[93,137,180],"on":[94,99,112,131,138,181],"combining":[95],"a":[96,132,166,245],"reference":[97],"layer":[98],"existing":[100],"ponds":[102],"2015":[104],"derived":[105],"from":[106,116],"Sentinel-1":[107],"data":[108,213],"with":[109,209],"annual":[110],"water":[113],"bodies":[114],"long-term":[118],"Landsat":[119],"archive.":[120],"Furthermore,":[121,173],"suitability":[123],"proposed":[126,217],"approach":[127,218,233],"be":[129,238],"applied":[130,239],"scale":[134],"tested":[136],"exploiting":[139],"Global":[141],"Surface":[142],"Water":[143],"(GSW)":[144],"dataset.":[145],"We":[146],"found":[147],"enormous":[148],"increases":[149],"area":[152],"investigated":[155],"target":[156],"deltas:":[157],"an":[158,226],"18.6-fold":[159],"increase":[160,168,273],"YRD":[163,198],"(1984\u20132016),":[164],"4.1-fold":[167],"PRD":[171],"(1990\u20132016).":[172],"we":[174],"detect":[175,220],"hotspots":[176,190],"linear":[182],"regression":[183],"analyses":[184],"deltas,":[187],"indicating":[188],"that":[189,215],"located":[192],"regions":[195],"along":[200],"PRD.":[206],"A":[207],"comparison":[208],"high-resolution":[210],"Google":[211],"Earth":[212],"demonstrates":[214],"can":[219],"at":[225],"overall":[227],"accuracy":[228],"89%.":[230],"The":[231],"presented":[232],"has":[234],"potential":[236],"larger":[241],"spatial":[242],"scales":[243],"covering":[244],"time":[246],"period":[247],"more":[249],"than":[250],"decades.":[252],"crucial":[255],"define":[257],"appropriate":[258],"strategies":[260],"reduce":[262],"environmental":[264],"impacts":[265],"expansion,":[268],"which":[269],"expected":[271],"future.":[276]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":10}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}