{"id":"https://openalex.org/W4283326676","doi":"https://doi.org/10.3390/rs14132989","title":"Optimal Sensor Placement Using Learning Models\u2014A Mediterranean Case Study","display_name":"Optimal Sensor Placement Using Learning Models\u2014A Mediterranean Case Study","publication_year":2022,"publication_date":"2022-06-22","ids":{"openalex":"https://openalex.org/W4283326676","doi":"https://doi.org/10.3390/rs14132989"},"language":"en","primary_location":{"id":"doi:10.3390/rs14132989","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14132989","pdf_url":"https://www.mdpi.com/2072-4292/14/13/2989/pdf?version=1655964044","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/2072-4292/14/13/2989/pdf?version=1655964044","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069657252","display_name":"Hrvoje Kalini\u0107","orcid":"https://orcid.org/0000-0002-8567-851X"},"institutions":[{"id":"https://openalex.org/I92251255","display_name":"University of Split","ror":"https://ror.org/00m31ft63","country_code":"HR","type":"education","lineage":["https://openalex.org/I92251255"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Hrvoje Kalini\u0107","raw_affiliation_strings":["Department of Informatics, Faculty of Science, University of Split, 21000 Split, Croatia"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Faculty of Science, University of Split, 21000 Split, Croatia","institution_ids":["https://openalex.org/I92251255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074745295","display_name":"Leon \u0106atipovi\u0107","orcid":"https://orcid.org/0000-0002-6759-9981"},"institutions":[{"id":"https://openalex.org/I92251255","display_name":"University of Split","ror":"https://ror.org/00m31ft63","country_code":"HR","type":"education","lineage":["https://openalex.org/I92251255"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Leon \u0106atipovi\u0107","raw_affiliation_strings":["Department of Physics, Faculty of Science, University of Split, 21000 Split, Croatia"],"affiliations":[{"raw_affiliation_string":"Department of Physics, Faculty of Science, University of Split, 21000 Split, Croatia","institution_ids":["https://openalex.org/I92251255"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088510196","display_name":"Frano Mati\u0107","orcid":"https://orcid.org/0000-0003-0392-4172"},"institutions":[{"id":"https://openalex.org/I4210156528","display_name":"Institute of Oceanography and Fisheries","ror":"https://ror.org/04ma0p518","country_code":"HR","type":"facility","lineage":["https://openalex.org/I4210156528"]},{"id":"https://openalex.org/I92251255","display_name":"University of Split","ror":"https://ror.org/00m31ft63","country_code":"HR","type":"education","lineage":["https://openalex.org/I92251255"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Frano Mati\u0107","raw_affiliation_strings":["Physical Oceanography Laboratory, Institute of Oceanography and Fisheries, 21000 Split, Croatia","University Department of Marine Studies, University of Split, 21000 Split, Croatia"],"affiliations":[{"raw_affiliation_string":"Physical Oceanography Laboratory, Institute of Oceanography and Fisheries, 21000 Split, Croatia","institution_ids":["https://openalex.org/I4210156528"]},{"raw_affiliation_string":"University Department of Marine Studies, University of Split, 21000 Split, Croatia","institution_ids":["https://openalex.org/I92251255"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069657252"],"corresponding_institution_ids":["https://openalex.org/I92251255"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.5552,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71566787,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"14","issue":"13","first_page":"2989","last_page":"2989"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9914000034332275,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6957298517227173},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6645454168319702},{"id":"https://openalex.org/keywords/shore","display_name":"Shore","score":0.5858376026153564},{"id":"https://openalex.org/keywords/mediterranean-sea","display_name":"Mediterranean sea","score":0.48090577125549316},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.4122962951660156},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37265658378601074},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34362173080444336},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3268790543079376},{"id":"https://openalex.org/keywords/mediterranean-climate","display_name":"Mediterranean climate","score":0.301822692155838},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.22604718804359436},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.18067121505737305},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14256402850151062},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13607382774353027},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.07382410764694214}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6957298517227173},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6645454168319702},{"id":"https://openalex.org/C152382732","wikidata":"https://www.wikidata.org/wiki/Q468756","display_name":"Shore","level":2,"score":0.5858376026153564},{"id":"https://openalex.org/C2779043415","wikidata":"https://www.wikidata.org/wiki/Q986177","display_name":"Mediterranean sea","level":3,"score":0.48090577125549316},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.4122962951660156},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37265658378601074},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34362173080444336},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3268790543079376},{"id":"https://openalex.org/C4646841","wikidata":"https://www.wikidata.org/wiki/Q13996","display_name":"Mediterranean climate","level":2,"score":0.301822692155838},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.22604718804359436},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18067121505737305},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14256402850151062},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13607382774353027},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.07382410764694214},{"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14132989","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14132989","pdf_url":"https://www.mdpi.com/2072-4292/14/13/2989/pdf?version=1655964044","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:b90b1656dac64ee9be30f6e3611e7da2","is_oa":true,"landing_page_url":"https://doaj.org/article/b90b1656dac64ee9be30f6e3611e7da2","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 13, p 2989 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/13/2989/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14132989","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 13; Pages: 2989","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14132989","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14132989","pdf_url":"https://www.mdpi.com/2072-4292/14/13/2989/pdf?version=1655964044","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":[{"id":"https://metadata.un.org/sdg/14","score":0.8399999737739563,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G1042398408","display_name":null,"funder_award_id":"IP-2019-04","funder_id":"https://openalex.org/F4320322674","funder_display_name":"Hrvatska Zaklada za Znanost"},{"id":"https://openalex.org/G1901620249","display_name":null,"funder_award_id":"UIP-2019-04-173","funder_id":"https://openalex.org/F4320322674","funder_display_name":"Hrvatska Zaklada za Znanost"},{"id":"https://openalex.org/G2105485741","display_name":null,"funder_award_id":"UIP-2019-04","funder_id":"https://openalex.org/F4320322674","funder_display_name":"Hrvatska Zaklada za Znanost"},{"id":"https://openalex.org/G5664707831","display_name":null,"funder_award_id":"UIP-2019-04-1737","funder_id":"https://openalex.org/F4320322674","funder_display_name":"Hrvatska Zaklada za Znanost"}],"funders":[{"id":"https://openalex.org/F4320322674","display_name":"Hrvatska Zaklada za Znanost","ror":"https://ror.org/03n51vw80"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283326676.pdf","grobid_xml":"https://content.openalex.org/works/W4283326676.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W65738273","https://openalex.org/W1496519456","https://openalex.org/W1661405579","https://openalex.org/W1987484735","https://openalex.org/W1999824796","https://openalex.org/W2011430131","https://openalex.org/W2072759944","https://openalex.org/W2116313760","https://openalex.org/W2128507168","https://openalex.org/W2128873747","https://openalex.org/W2138754805","https://openalex.org/W2140529724","https://openalex.org/W2147807687","https://openalex.org/W2158831329","https://openalex.org/W2166322089","https://openalex.org/W2167101736","https://openalex.org/W2169207653","https://openalex.org/W2249350615","https://openalex.org/W2280737108","https://openalex.org/W2303938464","https://openalex.org/W2409949322","https://openalex.org/W2461336875","https://openalex.org/W2739251085","https://openalex.org/W2792229340","https://openalex.org/W2899232456","https://openalex.org/W2945404307","https://openalex.org/W2952893439","https://openalex.org/W2999912299","https://openalex.org/W3001460701","https://openalex.org/W3160695189","https://openalex.org/W3162308483","https://openalex.org/W3165663522","https://openalex.org/W3172886515","https://openalex.org/W4245176872"],"related_works":["https://openalex.org/W2001977500","https://openalex.org/W2085015525","https://openalex.org/W3021991339","https://openalex.org/W2099980359","https://openalex.org/W306193203","https://openalex.org/W792555214","https://openalex.org/W2151966985","https://openalex.org/W1975294989","https://openalex.org/W2105863468","https://openalex.org/W2049366478"],"abstract_inverted_index":{"In":[0],"this":[1,46],"paper,":[2],"we":[3],"discuss":[4],"different":[5],"approaches":[6],"to":[7,60,63,85,102,119,132],"optimal":[8,15],"sensor":[9,16,87],"placement":[10],"and":[11,48,65,80,145],"propose":[12],"that":[13,49,94,110,133],"an":[14,129],"location":[17,88],"can":[18,42,68],"be":[19,43,61,69],"selected":[20],"using":[21],"unsupervised":[22],"learning":[23],"methods":[24],"such":[25,52],"as":[26,53],"self-organising":[27],"maps,":[28],"neural":[29],"gas":[30],"or":[31],"the":[32,40,77,82,103,115,149],"K-means":[33],"algorithm.":[34],"We":[35],"show":[36],"how":[37],"each":[38],"of":[39,114,134,151],"algorithms":[41],"used":[44],"for":[45],"purpose":[47],"additional":[50,98],"constraints":[51,99],"distance":[54],"from":[55],"shore,":[56],"which":[57],"is":[58,107,117],"presumed":[59],"related":[62],"deployment":[64],"maintenance":[66],"costs,":[67],"considered.":[70],"The":[71,90,138],"study":[72],"uses":[73,81],"wind":[74,121],"data":[75,116,122],"over":[76,123],"Mediterranean":[78],"Sea":[79],"reconstruction":[83,91],"error":[84,92,130],"evaluate":[86],"selection.":[89],"shows":[93],"results":[95,139,150],"deteriorate":[96],"when":[97],"are":[100,140,146],"added":[101],"equation.":[104],"However,":[105],"it":[106],"also":[108],"shown":[109],"a":[111,124,135],"small":[112],"fraction":[113],"sufficient":[118],"reconstruct":[120],"larger":[125],"geographic":[126],"area":[127],"with":[128,148],"comparable":[131],"meteorological":[136],"model.":[137],"confirmed":[141],"by":[142],"several":[143],"experiments":[144],"consistent":[147],"previous":[152],"studies.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2022-06-24T00:00:00"}
