{"id":"https://openalex.org/W1976248623","doi":"https://doi.org/10.3390/s100504996","title":"Diffused Matrix Format: A New Storage and Processing Format for Airborne Hyperspectral Sensor Images","display_name":"Diffused Matrix Format: A New Storage and Processing Format for Airborne Hyperspectral Sensor Images","publication_year":2010,"publication_date":"2010-05-18","ids":{"openalex":"https://openalex.org/W1976248623","doi":"https://doi.org/10.3390/s100504996","mag":"1976248623","pmid":"https://pubmed.ncbi.nlm.nih.gov/22399919"},"language":"en","primary_location":{"id":"doi:10.3390/s100504996","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s100504996","pdf_url":"https://www.mdpi.com/1424-8220/10/5/4996/pdf?version=1403312500","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/10/5/4996/pdf?version=1403312500","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003842671","display_name":"Pablo Mart\u0131\u0301nez","orcid":"https://orcid.org/0000-0003-3397-9617"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Pablo Mart\u00ednez","raw_affiliation_strings":["Escuela Polit\u00e9cnica de C\u00e1ceres, Universidad de Extremadura, Avda. Universidad s/n, 10071, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"Escuela Polit\u00e9cnica de C\u00e1ceres, Universidad de Extremadura, Avda. Universidad s/n, 10071, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003354570","display_name":"Alejandro Cristo","orcid":null},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Cristo","raw_affiliation_strings":["Escuela Polit\u00e9cnica de C\u00e1ceres, Universidad de Extremadura, Avda. Universidad s/n, 10071, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"Escuela Polit\u00e9cnica de C\u00e1ceres, Universidad de Extremadura, Avda. Universidad s/n, 10071, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056924374","display_name":"Magaly Koch","orcid":"https://orcid.org/0000-0002-6186-1619"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I4210117728","display_name":"Center For Remote Sensing (United States)","ror":"https://ror.org/021wvg932","country_code":"US","type":"company","lineage":["https://openalex.org/I4210117728"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Magaly Koch","raw_affiliation_strings":["Center for Remote Sensing, Boston University, 725 Commonwealth Avenue, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Center for Remote Sensing, Boston University, 725 Commonwealth Avenue, Boston, MA, USA","institution_ids":["https://openalex.org/I4210117728","https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111783130","display_name":"R. P\u00e9rez","orcid":null},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rosa M\u00aa. P\u00e9rez","raw_affiliation_strings":["Escuela Polit\u00e9cnica de C\u00e1ceres, Universidad de Extremadura, Avda. Universidad s/n, 10071, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"Escuela Polit\u00e9cnica de C\u00e1ceres, Universidad de Extremadura, Avda. Universidad s/n, 10071, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033728229","display_name":"Thomas Schmid","orcid":"https://orcid.org/0000-0002-2849-4730"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]},{"id":"https://openalex.org/I4210165411","display_name":"Centro de Investigaciones Energ\u00e9ticas, Medioambientales y Tecnol\u00f3gicas","ror":"https://ror.org/05xx77y52","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210165411"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Thomas Schmid","raw_affiliation_strings":["CIEMAT, Avda. Complutense 22, 28040, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"CIEMAT, Avda. Complutense 22, 28040, Madrid, Spain","institution_ids":["https://openalex.org/I121748325","https://openalex.org/I4210165411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067321514","display_name":"Luz M. Hern\u00e1ndez","orcid":null},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luz M. Hern\u00e1ndez","raw_affiliation_strings":["Escuela Polit\u00e9cnica de C\u00e1ceres, Universidad de Extremadura, Avda. Universidad s/n, 10071, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"Escuela Polit\u00e9cnica de C\u00e1ceres, Universidad de Extremadura, Avda. Universidad s/n, 10071, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5003842671"],"corresponding_institution_ids":["https://openalex.org/I80606768"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.1443,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88175012,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"10","issue":"5","first_page":"4996","last_page":"5013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"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":0.9970999956130981,"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"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9898999929428101,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8609651327133179},{"id":"https://openalex.org/keywords/raster-graphics","display_name":"Raster graphics","score":0.6856905221939087},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.6730865240097046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6232398152351379},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5312516689300537},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5187697410583496},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.49621397256851196},{"id":"https://openalex.org/keywords/raster-data","display_name":"Raster data","score":0.47763553261756897},{"id":"https://openalex.org/keywords/imaging-spectrometer","display_name":"Imaging spectrometer","score":0.4660792052745819},{"id":"https://openalex.org/keywords/file-format","display_name":"File format","score":0.46190911531448364},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45523005723953247},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.4471311569213867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44457724690437317},{"id":"https://openalex.org/keywords/data-format","display_name":"Data format","score":0.41298067569732666},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.4111831486225128},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.2589961886405945},{"id":"https://openalex.org/keywords/spectrometer","display_name":"Spectrometer","score":0.25284823775291443},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.18643200397491455},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16275343298912048},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.135355144739151},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.1036916971206665}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8609651327133179},{"id":"https://openalex.org/C181844469","wikidata":"https://www.wikidata.org/wiki/Q182270","display_name":"Raster graphics","level":2,"score":0.6856905221939087},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.6730865240097046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6232398152351379},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5312516689300537},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5187697410583496},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.49621397256851196},{"id":"https://openalex.org/C2692088","wikidata":"https://www.wikidata.org/wiki/Q182270","display_name":"Raster data","level":3,"score":0.47763553261756897},{"id":"https://openalex.org/C183852935","wikidata":"https://www.wikidata.org/wiki/Q6002848","display_name":"Imaging spectrometer","level":3,"score":0.4660792052745819},{"id":"https://openalex.org/C97250363","wikidata":"https://www.wikidata.org/wiki/Q235557","display_name":"File format","level":2,"score":0.46190911531448364},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45523005723953247},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.4471311569213867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44457724690437317},{"id":"https://openalex.org/C2985331491","wikidata":"https://www.wikidata.org/wiki/Q5227298","display_name":"Data format","level":2,"score":0.41298067569732666},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4111831486225128},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2589961886405945},{"id":"https://openalex.org/C33390570","wikidata":"https://www.wikidata.org/wiki/Q188463","display_name":"Spectrometer","level":2,"score":0.25284823775291443},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.18643200397491455},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16275343298912048},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.135355144739151},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1036916971206665},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s100504996","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s100504996","pdf_url":"https://www.mdpi.com/1424-8220/10/5/4996/pdf?version=1403312500","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:22399919","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22399919","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.271.6611","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.271.6611","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/60/3d/Sensors_(Basel)_2010_May_18_10(5)_4996-5013.tar.gz","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:fc9fe5dac244412a8b70d628c0037fc0","is_oa":true,"landing_page_url":"https://doaj.org/article/fc9fe5dac244412a8b70d628c0037fc0","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":"Sensors, Vol 10, Iss 5, Pp 4996-5013 (2010)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2305662","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3292159","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s100504996","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s100504996","pdf_url":"https://www.mdpi.com/1424-8220/10/5/4996/pdf?version=1403312500","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320328352","display_name":"Junta de Extremadura","ror":"https://ror.org/01df4mv68"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1976248623.pdf","grobid_xml":"https://content.openalex.org/works/W1976248623.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W121901878","https://openalex.org/W153478983","https://openalex.org/W253615799","https://openalex.org/W2102159812","https://openalex.org/W2156454229","https://openalex.org/W2197595524","https://openalex.org/W2942037427","https://openalex.org/W4285719527","https://openalex.org/W6675374517"],"related_works":["https://openalex.org/W1997953140","https://openalex.org/W4245508207","https://openalex.org/W2996808565","https://openalex.org/W2371122778","https://openalex.org/W1488652151","https://openalex.org/W2026066822","https://openalex.org/W2768758348","https://openalex.org/W2954918491","https://openalex.org/W2965182652","https://openalex.org/W2040007669"],"abstract_inverted_index":{"At":[0],"present,":[1],"hyperspectral":[2],"images":[3,31,99],"are":[4,11,25],"mainly":[5],"obtained":[6,96],"with":[7,94,123],"airborne":[8,47],"sensors":[9],"that":[10,107,126],"subject":[12],"to":[13,27,53,65,79],"turbulences":[14],"while":[15],"the":[16,20,42,66,81,84,90,124,127,141],"spectrometer":[17],"is":[18,52,78,110,150],"acquiring":[19],"data.":[21],"Therefore,":[22],"geometric":[23],"corrections":[24],"required":[26],"produce":[28],"spatially":[29],"correct":[30],"for":[32],"visual":[33],"interpretation":[34],"and":[35,72,113],"change":[36],"detection":[37],"analysis.":[38],"This":[39],"paper":[40],"analyzes":[41],"data":[43,57,92,103,122,137,142],"acquisition":[44],"process":[45],"of":[46,83,119],"sensors.":[48],"The":[49,75],"main":[50],"objective":[51,77],"propose":[54],"a":[55],"new":[56],"format":[58],"called":[59],"Diffused":[60],"Matrix":[61],"Format":[62],"(DMF)":[63],"adapted":[64],"sensor's":[67],"characteristics":[68],"including":[69],"its":[70],"spectral":[71],"spatial":[73],"information.":[74],"second":[76],"compare":[80],"accuracy":[82],"quantitative":[85],"maps":[86],"derived":[87],"by":[88],"using":[89],"DMF":[91,108,128,149],"structure":[93,130],"those":[95],"from":[97],"raster":[98],"based":[100],"on":[101],"traditional":[102],"structures.":[104],"Results":[105],"show":[106],"processing":[109,118,143],"more":[111],"accurate":[112],"straightforward":[114],"than":[115,135],"conventional":[116],"image":[117],"remotely":[120],"sensed":[121],"advantage":[125],"file":[129],"requires":[131],"less":[132],"storage":[133],"space":[134],"other":[136],"formats.":[138],"In":[139],"addition":[140],"time":[144],"does":[145],"not":[146],"increase":[147],"when":[148],"used.":[151]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
