{"id":"https://openalex.org/W4401077786","doi":"https://doi.org/10.3390/rs16152764","title":"Methodology for Monitoring Silting and the Coastline of Small Ports Using Sentinel-2 Images: The Case of Port Cap Djinet Algeria","display_name":"Methodology for Monitoring Silting and the Coastline of Small Ports Using Sentinel-2 Images: The Case of Port Cap Djinet Algeria","publication_year":2024,"publication_date":"2024-07-29","ids":{"openalex":"https://openalex.org/W4401077786","doi":"https://doi.org/10.3390/rs16152764"},"language":"en","primary_location":{"id":"doi:10.3390/rs16152764","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16152764","pdf_url":"https://www.mdpi.com/2072-4292/16/15/2764/pdf?version=1722243439","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/2072-4292/16/15/2764/pdf?version=1722243439","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086208675","display_name":"Hocine Dahmani","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143099","display_name":"Ecole Nationale Sup\u00e9rieure des Sciences de la Mer et de l'Am\u00e9nagement du Littoral","ror":"https://ror.org/046eg6x37","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210143099"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Hocine Dahmani","raw_affiliation_strings":["Laboratory of Marine and Coastal Ecosystems (ECOSYSMarL), Higher National School of Marine Sciences and Coastal Management, University Campus Dely Ibrahim, Bois des Cars, PB 19, Algiers 16320, Algeria"],"affiliations":[{"raw_affiliation_string":"Laboratory of Marine and Coastal Ecosystems (ECOSYSMarL), Higher National School of Marine Sciences and Coastal Management, University Campus Dely Ibrahim, Bois des Cars, PB 19, Algiers 16320, Algeria","institution_ids":["https://openalex.org/I4210143099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021917150","display_name":"Fouzia Houma Bachari","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143099","display_name":"Ecole Nationale Sup\u00e9rieure des Sciences de la Mer et de l'Am\u00e9nagement du Littoral","ror":"https://ror.org/046eg6x37","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210143099"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Fouzia Houma Bachari","raw_affiliation_strings":["Laboratory of Marine and Coastal Ecosystems (ECOSYSMarL), Higher National School of Marine Sciences and Coastal Management, University Campus Dely Ibrahim, Bois des Cars, PB 19, Algiers 16320, Algeria"],"affiliations":[{"raw_affiliation_string":"Laboratory of Marine and Coastal Ecosystems (ECOSYSMarL), Higher National School of Marine Sciences and Coastal Management, University Campus Dely Ibrahim, Bois des Cars, PB 19, Algiers 16320, Algeria","institution_ids":["https://openalex.org/I4210143099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031874228","display_name":"Fran\u00e7ois Marin","orcid":"https://orcid.org/0000-0003-2936-138X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I141576021","display_name":"Universit\u00e9 Le Havre Normandie","ror":"https://ror.org/05v509s40","country_code":"FR","type":"education","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I4392021197","display_name":"Laboratoire Ondes et Milieux Complexes","ror":"https://ror.org/02sb3b652","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4392021197"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Marin","raw_affiliation_strings":["Laboratory of Waves and Complex Media (LOMC), Le Havre Normandy University, UMR 6294 CNRS, 76600 Le Havre, France"],"affiliations":[{"raw_affiliation_string":"Laboratory of Waves and Complex Media (LOMC), Le Havre Normandy University, UMR 6294 CNRS, 76600 Le Havre, France","institution_ids":["https://openalex.org/I141576021","https://openalex.org/I1294671590","https://openalex.org/I4392021197"]}]},{"author_position":"last","author":{"id":null,"display_name":"Nour Islam Bachari","orcid":"https://orcid.org/0000-0003-1341-6016"},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Nour Islam Bachari","raw_affiliation_strings":["Laboratory of Biological Oceanography and Marine Environment (LOBEM), Faculty of Biology, University of Sciences and Technology Houari Boumediene, BP 32 El-Alia Bab Ezzouar, Algiers 16111, Algeria"],"affiliations":[{"raw_affiliation_string":"Laboratory of Biological Oceanography and Marine Environment (LOBEM), Faculty of Biology, University of Sciences and Technology Houari Boumediene, BP 32 El-Alia Bab Ezzouar, Algiers 16111, Algeria","institution_ids":["https://openalex.org/I157169809"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086208675"],"corresponding_institution_ids":["https://openalex.org/I4210143099"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4921,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79110867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"16","issue":"15","first_page":"2764","last_page":"2764"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10647","display_name":"Coastal and Marine Dynamics","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1904","display_name":"Earth-Surface Processes"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10647","display_name":"Coastal and Marine Dynamics","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1904","display_name":"Earth-Surface Processes"},"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/T12316","display_name":"Oil Spill Detection and Mitigation","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"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/T12383","display_name":"Aeolian processes and effects","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1904","display_name":"Earth-Surface Processes"},"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/siltation","display_name":"Siltation","score":0.8521974086761475},{"id":"https://openalex.org/keywords/bathymetry","display_name":"Bathymetry","score":0.7773388624191284},{"id":"https://openalex.org/keywords/port","display_name":"Port (circuit theory)","score":0.6359211206436157},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.47412824630737305},{"id":"https://openalex.org/keywords/accretion","display_name":"Accretion (finance)","score":0.47022032737731934},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4604845941066742},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.44599205255508423},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4038439393043518},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.32315748929977417},{"id":"https://openalex.org/keywords/sediment","display_name":"Sediment","score":0.2843779921531677},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.1851661503314972},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.16132283210754395}],"concepts":[{"id":"https://openalex.org/C206700591","wikidata":"https://www.wikidata.org/wiki/Q1408124","display_name":"Siltation","level":3,"score":0.8521974086761475},{"id":"https://openalex.org/C174943157","wikidata":"https://www.wikidata.org/wiki/Q810826","display_name":"Bathymetry","level":2,"score":0.7773388624191284},{"id":"https://openalex.org/C32802771","wikidata":"https://www.wikidata.org/wiki/Q2443617","display_name":"Port (circuit theory)","level":2,"score":0.6359211206436157},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.47412824630737305},{"id":"https://openalex.org/C2776401274","wikidata":"https://www.wikidata.org/wiki/Q3756855","display_name":"Accretion (finance)","level":2,"score":0.47022032737731934},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4604845941066742},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.44599205255508423},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4038439393043518},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.32315748929977417},{"id":"https://openalex.org/C2816523","wikidata":"https://www.wikidata.org/wiki/Q180184","display_name":"Sediment","level":2,"score":0.2843779921531677},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.1851661503314972},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.16132283210754395},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs16152764","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16152764","pdf_url":"https://www.mdpi.com/2072-4292/16/15/2764/pdf?version=1722243439","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:HAL:hal-04670700v1","is_oa":true,"landing_page_url":"https://normandie-univ.hal.science/hal-04670700","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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":"Remote Sensing, 2024, 16 (15), pp.2764. &#x27E8;10.3390/rs16152764&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:75a73c48e14f4f74bd5152062293c733","is_oa":true,"landing_page_url":"https://doaj.org/article/75a73c48e14f4f74bd5152062293c733","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 16, Iss 15, p 2764 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16152764","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16152764","pdf_url":"https://www.mdpi.com/2072-4292/16/15/2764/pdf?version=1722243439","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":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401077786.pdf"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W1534000431","https://openalex.org/W1665508004","https://openalex.org/W1971689326","https://openalex.org/W1978271497","https://openalex.org/W1979961263","https://openalex.org/W2004804317","https://openalex.org/W2013499761","https://openalex.org/W2023520499","https://openalex.org/W2036841511","https://openalex.org/W2045895539","https://openalex.org/W2068932256","https://openalex.org/W2077509829","https://openalex.org/W2101678239","https://openalex.org/W2105012295","https://openalex.org/W2107301689","https://openalex.org/W2134536775","https://openalex.org/W2150807358","https://openalex.org/W2152686492","https://openalex.org/W2160116837","https://openalex.org/W2168707907","https://openalex.org/W2178510986","https://openalex.org/W2300063068","https://openalex.org/W2313572396","https://openalex.org/W2338156032","https://openalex.org/W2580615709","https://openalex.org/W2583746122","https://openalex.org/W2777595013","https://openalex.org/W2790184061","https://openalex.org/W2888842191","https://openalex.org/W2896122559","https://openalex.org/W2896720583","https://openalex.org/W2897907851","https://openalex.org/W2899656555","https://openalex.org/W2904106709","https://openalex.org/W2911171462","https://openalex.org/W2917118274","https://openalex.org/W2938079525","https://openalex.org/W2942728914","https://openalex.org/W2956140903","https://openalex.org/W2969989978","https://openalex.org/W2995527098","https://openalex.org/W2996160164","https://openalex.org/W2996206286","https://openalex.org/W3002924423","https://openalex.org/W3005258688","https://openalex.org/W3013286775","https://openalex.org/W3015646677","https://openalex.org/W3024841938","https://openalex.org/W3028471161","https://openalex.org/W3031830240","https://openalex.org/W3040472426","https://openalex.org/W3049063071","https://openalex.org/W3090020533","https://openalex.org/W3092821390","https://openalex.org/W3108538688","https://openalex.org/W3110256798","https://openalex.org/W3125437812","https://openalex.org/W3134960534","https://openalex.org/W3135521708","https://openalex.org/W3155009400","https://openalex.org/W3189255308","https://openalex.org/W3203830521","https://openalex.org/W4229053098","https://openalex.org/W4237154343","https://openalex.org/W4280601392","https://openalex.org/W4282027409","https://openalex.org/W4293242786","https://openalex.org/W4296833493","https://openalex.org/W4389822993","https://openalex.org/W6703584482","https://openalex.org/W6735132182","https://openalex.org/W6747086299","https://openalex.org/W6777712785","https://openalex.org/W6784304929","https://openalex.org/W6786856474","https://openalex.org/W6791418097","https://openalex.org/W6912779572"],"related_works":["https://openalex.org/W2361948336","https://openalex.org/W2006966654","https://openalex.org/W2799071713","https://openalex.org/W2393792793","https://openalex.org/W2907605914","https://openalex.org/W3135351487","https://openalex.org/W2724881823","https://openalex.org/W2359297184","https://openalex.org/W2362167785","https://openalex.org/W2087913547"],"abstract_inverted_index":{"One":[0],"of":[1,9,16,25,31,60,74,90,96,106,151,182,205,214,227,239,249],"the":[2,7,14,23,38,48,53,61,66,88,97,107,149,152,156,166,180,183,186,196,203,212,215,219,225,237,247,259],"ports":[3],"most":[4],"affected":[5],"by":[6,56],"phenomenon":[8],"silting":[10,232],"in":[11,82,84,236,255],"Algeria":[12],"is":[13,145,176,209],"port":[15,27,184,216],"Cap":[17],"Djinet.":[18],"In":[19],"order":[20,256],"to":[21,101,148,160,165,170,179,190,195,200,211,218,230,245,257],"consider":[22],"monitoring":[24],"this":[26,75,240],"over":[28],"a":[29],"period":[30,157,187],"8":[32],"years":[33],"between":[34,118,127],"2015":[35,169],"and":[36,58,112,120,122,130,162,192,207,233,252],"2023,":[37],"twin":[39],"Sentinel-2":[40,228],"A/B":[41],"satellites":[42,229],"were":[43,80],"used.":[44],"After":[45],"image":[46],"pre-processing,":[47],"bathymetry":[49],"was":[50,63],"estimated":[51,154],"using":[52,65],"algorithm":[54],"developed":[55],"Stumpf":[57,98],"extraction":[59],"coastline":[62,234],"conducted":[64,81],"normalized":[67],"difference":[68],"water":[69,139],"index":[70],"(NWDI).":[71],"As":[72],"part":[73],"work,":[76],"four":[77,85],"bathymetric":[78],"surveys":[79],"situ":[83],"different":[86],"periods,":[87],"results":[89,105],"which":[91,242],"then":[92],"correlated":[93],"with":[94],"those":[95],"model":[99],"applied":[100],"satellite":[102],"images.":[103],"The":[104,141,172,221],"regression":[108],"analysis":[109],"are":[110],"consistent":[111],"show":[113],"good":[114],"correlation":[115],"coefficients":[116],"(R2)":[117],"0.67":[119],"0.80":[121],"root-mean-square":[123],"error":[124],"(RMSE)":[125],"values":[126],"0.87":[128],"m":[129],"1.32":[131],"m,":[132],"except":[133],"for":[134,155,168,185],"images":[135],"captured":[136],"under":[137],"turbid":[138],"conditions.":[140],"maximum":[142,173],"accretion":[143,206],"surface":[144,175],"2.12":[146],"ha":[147,164,178,194],"north":[150,181,213],"port,":[153,241],"from":[158,188,198],"2018":[159,191],"2019,":[161],"1.78":[163],"south":[167,197],"2016.":[171],"erosion":[174,208],"2.37":[177],"2017":[189,199],"1.16":[193],"2018.":[201],"Therefore,":[202],"amplitude":[204],"greater":[210],"than":[217],"south.":[220],"present":[222],"study":[223],"demonstrates":[224],"ability":[226],"monitor":[231],"changes":[235],"vicinity":[238],"could":[243],"help":[244],"address":[246],"effects":[248],"climate":[250],"change":[251],"human":[253],"activities":[254],"protect":[258],"marine":[260],"ecosystem.":[261]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
