{"id":"https://openalex.org/W4285392436","doi":"https://doi.org/10.3390/rs14143365","title":"Turning the Tide on Mapping Marginal Mangroves with Multi-Dimensional Space\u2013Time Remote Sensing","display_name":"Turning the Tide on Mapping Marginal Mangroves with Multi-Dimensional Space\u2013Time Remote Sensing","publication_year":2022,"publication_date":"2022-07-13","ids":{"openalex":"https://openalex.org/W4285392436","doi":"https://doi.org/10.3390/rs14143365"},"language":"en","primary_location":{"id":"doi:10.3390/rs14143365","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14143365","pdf_url":"https://www.mdpi.com/2072-4292/14/14/3365/pdf?version=1657696421","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/2072-4292/14/14/3365/pdf?version=1657696421","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008908071","display_name":"Sharyn Hickey","orcid":"https://orcid.org/0000-0001-8914-4155"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Sharyn M. Hickey","raw_affiliation_strings":["The Oceans Institute, University of Western Australia, Perth, WA 6009, Australia","The School of Agriculture and Environment, University of Western Australia, Perth, WA 6009, Australia"],"affiliations":[{"raw_affiliation_string":"The Oceans Institute, University of Western Australia, Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]},{"raw_affiliation_string":"The School of Agriculture and Environment, University of Western Australia, Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045415059","display_name":"Ben Radford","orcid":"https://orcid.org/0000-0003-1715-9109"},"institutions":[{"id":"https://openalex.org/I1328540965","display_name":"Australian Institute of Marine Science","ror":"https://ror.org/03x57gn41","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1328540965","https://openalex.org/I2801453606","https://openalex.org/I4387155966"]},{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ben Radford","raw_affiliation_strings":["Australian Institute of Marine Science (AIMS), Crawley, WA 6009, Australia","The Oceans Institute, University of Western Australia, Perth, WA 6009, Australia","The School of Agriculture and Environment, University of Western Australia, Perth, WA 6009, Australia"],"affiliations":[{"raw_affiliation_string":"Australian Institute of Marine Science (AIMS), Crawley, WA 6009, Australia","institution_ids":["https://openalex.org/I1328540965"]},{"raw_affiliation_string":"The Oceans Institute, University of Western Australia, Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]},{"raw_affiliation_string":"The School of Agriculture and Environment, University of Western Australia, Perth, WA 6009, Australia","institution_ids":["https://openalex.org/I177877127"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008908071"],"corresponding_institution_ids":["https://openalex.org/I177877127"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.8674,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84927463,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"14","issue":"14","first_page":"3365","last_page":"3365"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10779","display_name":"Coastal wetland ecosystem dynamics","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9724000096321106,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.958299994468689,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mangrove","display_name":"Mangrove","score":0.9613255262374878},{"id":"https://openalex.org/keywords/intertidal-zone","display_name":"Intertidal zone","score":0.7480906844139099},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6593698263168335},{"id":"https://openalex.org/keywords/arid","display_name":"Arid","score":0.6553459167480469},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.44719669222831726},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.4247589111328125},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3935268223285675},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.38376760482788086},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3538408577442169},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.32436227798461914},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.2984045147895813},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1903051733970642}],"concepts":[{"id":"https://openalex.org/C68874143","wikidata":"https://www.wikidata.org/wiki/Q19756","display_name":"Mangrove","level":2,"score":0.9613255262374878},{"id":"https://openalex.org/C174580923","wikidata":"https://www.wikidata.org/wiki/Q421069","display_name":"Intertidal zone","level":2,"score":0.7480906844139099},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6593698263168335},{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.6553459167480469},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.44719669222831726},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.4247589111328125},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3935268223285675},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.38376760482788086},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3538408577442169},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.32436227798461914},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.2984045147895813},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1903051733970642},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs14143365","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14143365","pdf_url":"https://www.mdpi.com/2072-4292/14/14/3365/pdf?version=1657696421","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:pure.atira.dk:openaire/938bec97-c858-4312-b50f-0f423139435c","is_oa":true,"landing_page_url":"https://admin.research-repository.uwa.edu.au/en/publications/938bec97-c858-4312-b50f-0f423139435c","pdf_url":null,"source":{"id":"https://openalex.org/S4306402492","display_name":"UWA Profiles and Research Repository (UWA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hickey, S M & Radford, B 2022, 'Turning the Tide on Mapping Marginal Mangroves with Multi-Dimensional Space-Time Remote Sensing', Remote Sensing, vol. 14, no. 14, 3365. https://doi.org/10.3390/rs14143365","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/938bec97-c858-4312-b50f-0f423139435c","is_oa":true,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/938bec97-c858-4312-b50f-0f423139435c","pdf_url":null,"source":{"id":"https://openalex.org/S4306402492","display_name":"UWA Profiles and Research Repository (UWA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"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":"Hickey, S M & Radford, B 2022, 'Turning the Tide on Mapping Marginal Mangroves with Multi-Dimensional Space-Time Remote Sensing', Remote Sensing, vol. 14, no. 14, 3365. https://doi.org/10.3390/rs14143365","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:09b312fa28a746519d5012b93fcf311f","is_oa":true,"landing_page_url":"https://doaj.org/article/09b312fa28a746519d5012b93fcf311f","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 14, p 3365 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/14/3365/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14143365","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 14; Issue 14; Pages: 3365","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14143365","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14143365","pdf_url":"https://www.mdpi.com/2072-4292/14/14/3365/pdf?version=1657696421","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":0.6899999976158142,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310436","display_name":"Australian Institute of Marine Science","ror":"https://ror.org/03x57gn41"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285392436.pdf","grobid_xml":"https://content.openalex.org/works/W4285392436.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W145329167","https://openalex.org/W273955616","https://openalex.org/W1981213426","https://openalex.org/W2040648562","https://openalex.org/W2084744129","https://openalex.org/W2094871423","https://openalex.org/W2101678239","https://openalex.org/W2115268776","https://openalex.org/W2136233593","https://openalex.org/W2160615957","https://openalex.org/W2163001495","https://openalex.org/W2171244280","https://openalex.org/W2565401133","https://openalex.org/W2610896325","https://openalex.org/W2616093841","https://openalex.org/W2616400177","https://openalex.org/W2725897987","https://openalex.org/W2768073370","https://openalex.org/W2884528098","https://openalex.org/W2896252587","https://openalex.org/W2897360633","https://openalex.org/W2905441664","https://openalex.org/W2922862189","https://openalex.org/W2945977630","https://openalex.org/W2970364834","https://openalex.org/W2970487235","https://openalex.org/W3002714558","https://openalex.org/W3013875551","https://openalex.org/W3041234790","https://openalex.org/W3083172688","https://openalex.org/W3088641207","https://openalex.org/W3156713250","https://openalex.org/W3176068674","https://openalex.org/W3189932569","https://openalex.org/W4281667492","https://openalex.org/W6610017368","https://openalex.org/W6685141379","https://openalex.org/W7010695373"],"related_works":["https://openalex.org/W1556044011","https://openalex.org/W2485878535","https://openalex.org/W150835500","https://openalex.org/W2741254211","https://openalex.org/W2151470817","https://openalex.org/W1982064128","https://openalex.org/W4321460119","https://openalex.org/W1972178987","https://openalex.org/W4311767230","https://openalex.org/W37451219"],"abstract_inverted_index":{"Mangroves":[0],"are":[1,16,38,67,157],"a":[2,115],"globally":[3],"important":[4],"ecosystem":[5],"experiencing":[6],"significant":[7],"anthropogenic":[8],"and":[9,26,33,56,62,74,107,114,122,145,241,265,277],"climate":[10],"impacts.":[11],"Two":[12],"subtypes":[13],"of":[14,54,142,172,188,206],"mangrove":[15,155,200,290],"particularly":[17],"vulnerable":[18],"to":[19,41,50,81,126,181,245],"climate-induced":[20],"impacts":[21,63],"(1):":[22],"tidally":[23,90],"submerged":[24,91],"forests":[25],"(2)":[27],"those":[28],"that":[29,77,118,138,165,190,270],"occur":[30,46,93,119],"in":[31,47,94,120,194,236,238],"arid":[32,108,242],"semi-arid":[34],"regions.":[35],"These":[36],"mangroves":[37,66,92,109,144,189,237],"either":[39],"susceptible":[40],"sea":[42],"level":[43],"rise":[44],"or":[45,256],"conditions":[48],"close":[49],"their":[51,79,102],"physiological":[52],"limits":[53,101],"temperature":[55],"freshwater":[57],"availability.":[58],"The":[59,228],"spatial":[60],"extent":[61],"on":[64,148],"these":[65,143],"poorly":[68],"documented,":[69],"because":[70],"they":[71],"have":[72,110],"structural":[73],"environmental":[75],"characteristics":[76],"affect":[78],"ability":[80],"be":[82],"detected":[83,198],"with":[84,96],"remote":[85],"sensing":[86],"models.":[87],"For":[88],"example,":[89],"areas":[95],"large":[97],"tidal":[98,218,254],"ranges,":[99],"which":[100],"visibility":[103],"at":[104],"high":[105],"tide,":[106],"sparse":[111],"canopy":[112],"cover":[113,201],"shorter":[116],"stature":[117],"fringing":[121],"narrow":[123],"stands":[124],"parallel":[125],"the":[127,132,140,149,167,216,239,253,258,271,284,289],"coastline.":[128],"This":[129,177],"study":[130],"introduced":[131],"multi-dimensional":[133],"space\u2013time":[134],"randomForest":[135],"method":[136],"(MSTRF)":[137],"increases":[139],"detectability":[141],"applies":[146],"this":[147,203],"North-west":[150],"Australian":[151],"coastline":[152],"where":[153,248,257],"both":[154],"types":[156],"prevalent.":[158],"MSTRF":[159],"identified":[160],"an":[161,183],"optimal":[162],"four-year":[163],"period":[164],"produced":[166],"most":[168],"accurate":[169],"model":[170,178],"(Accuracy":[171],"80%,":[173],"Kappa":[174],"value":[175],"0.61).":[176],"was":[179,250,261],"able":[180],"detect":[182],"additional":[184],"32%":[185],"(76,048":[186],"hectares)":[187],"were":[191,283],"previously":[192],"undocumented":[193],"other":[195],"datasets.":[196],"We":[197,268],"more":[199],"using":[202,292],"timeseries":[204],"combination":[205],"annual":[207],"median":[208,229],"composite":[209,230],"Landsat":[210],"images":[211,231],"derived":[212],"from":[213],"scenes":[214,247],"across":[215],"whole":[217],"cycle":[219,255],"but":[220],"also":[221],"over":[222],"climatic":[223],"cycles":[224],"such":[225],"as":[226],"E\u00d1SO.":[227],"displayed":[232],"less":[233],"spectral":[234],"differences":[235],"intertidal":[240],"zones":[243],"compared":[244],"individual":[246],"water":[249],"present":[251],"during":[252,263],"chlorophyll":[259],"reflectance":[260],"low":[262],"hot":[264],"dry":[266],"periods.":[267],"found":[269],"MNDWI":[272],"(Modified":[273],"Normalised":[274],"Water":[275],"Index)":[276,282],"GCVI":[278],"(Green":[279],"Chlorophyll":[280],"Vegetation":[281],"best":[285],"predictors":[286],"for":[287],"deriving":[288],"layer":[291],"randomForest.":[293]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2022-07-14T00:00:00"}