{"id":"https://openalex.org/W4391306294","doi":"https://doi.org/10.1109/dicta60407.2023.00029","title":"Novel Dry Soil and Vegetation Indices to Predict Soil Contents from Landsat 8 Satellite Data","display_name":"Novel Dry Soil and Vegetation Indices to Predict Soil Contents from Landsat 8 Satellite Data","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4391306294","doi":"https://doi.org/10.1109/dicta60407.2023.00029"},"language":"en","primary_location":{"id":"doi:10.1109/dicta60407.2023.00029","doi":"https://doi.org/10.1109/dicta60407.2023.00029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta60407.2023.00029","pdf_url":null,"source":{"id":"https://openalex.org/S7407086650","display_name":"International Conference on Digital Image Computing: Techniques and Applications (DICTA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012743358","display_name":"Dristi Datta","orcid":"https://orcid.org/0000-0002-9426-9750","observed_orcids":["https://orcid.org/0000-0002-9426-9750"]},"institutions":[{"id":"https://openalex.org/I153230381","display_name":"Charles Sturt University","ror":"https://ror.org/00wfvh315","country_code":"AU","type":"education","lineage":["https://openalex.org/I153230381"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dristi Datta","raw_affiliation_strings":["Charles Sturt University,School of Computing, Mathematics, and Engineering,Bathurst,NSW,Australia,2795","Cooperative Research Centre for High Performance Soils, Callaghan, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charles Sturt University,School of Computing, Mathematics, and Engineering,Bathurst,NSW,Australia,2795","institution_ids":["https://openalex.org/I153230381"]},{"raw_affiliation_string":"Cooperative Research Centre for High Performance Soils, Callaghan, NSW, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002818315","display_name":"Manoranjan Paul","orcid":"https://orcid.org/0000-0001-6870-5056","observed_orcids":["https://orcid.org/0000-0001-6870-5056"]},"institutions":[{"id":"https://openalex.org/I153230381","display_name":"Charles Sturt University","ror":"https://ror.org/00wfvh315","country_code":"AU","type":"education","lineage":["https://openalex.org/I153230381"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Manoranjan Paul","raw_affiliation_strings":["Charles Sturt University,School of Computing, Mathematics, and Engineering,Bathurst,NSW,Australia,2795","Cooperative Research Centre for High Performance Soils, Callaghan, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charles Sturt University,School of Computing, Mathematics, and Engineering,Bathurst,NSW,Australia,2795","institution_ids":["https://openalex.org/I153230381"]},{"raw_affiliation_string":"Cooperative Research Centre for High Performance Soils, Callaghan, NSW, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010357798","display_name":"Manzur Murshed","orcid":"https://orcid.org/0000-0001-7079-9717","observed_orcids":["https://orcid.org/0000-0001-7079-9717"]},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Manzur Murshed","raw_affiliation_strings":["Deakin University,School of Info Technology,Burwood,VIC,Australia,3125"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deakin University,School of Info Technology,Burwood,VIC,Australia,3125","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007657733","display_name":"Shyh Wei Teng","orcid":"https://orcid.org/0000-0003-0347-3797","observed_orcids":["https://orcid.org/0000-0003-0347-3797"]},"institutions":[{"id":"https://openalex.org/I149672521","display_name":"Federation University","ror":"https://ror.org/05qbzwv83","country_code":"AU","type":"education","lineage":["https://openalex.org/I149672521"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shyh Wei Teng","raw_affiliation_strings":["Cooperative Research Centre for High Performance Soils,Callaghan,NSW,Australia,2308","Institute of Innovation, Science and Sustainability, Federation University, Mount Helen, VIC, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cooperative Research Centre for High Performance Soils,Callaghan,NSW,Australia,2308","institution_ids":[]},{"raw_affiliation_string":"Institute of Innovation, Science and Sustainability, Federation University, Mount Helen, VIC, Australia","institution_ids":["https://openalex.org/I149672521"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078843160","display_name":"Leigh M. Schmidtke","orcid":"https://orcid.org/0000-0001-9765-5510","observed_orcids":["https://orcid.org/0000-0001-9765-5510"]},"institutions":[{"id":"https://openalex.org/I153230381","display_name":"Charles Sturt University","ror":"https://ror.org/00wfvh315","country_code":"AU","type":"education","lineage":["https://openalex.org/I153230381"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Leigh M. Schmidtke","raw_affiliation_strings":["Gulbali Institue, Charles Sturt University,Wagga Wagga,NSW,Australia,2678"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gulbali Institue, Charles Sturt University,Wagga Wagga,NSW,Australia,2678","institution_ids":["https://openalex.org/I153230381"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.3502,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.98409763,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"152","last_page":"159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9589999914169312,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9589999914169312,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.009700000286102295,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.007799999788403511,"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/landsat-8","display_name":"Landsat 8","score":0.9200000166893005},{"id":"https://openalex.org/keywords/soil-moisture","display_name":"soil moisture","score":0.6669999957084656},{"id":"https://openalex.org/keywords/vegetation-index","display_name":"vegetation indices","score":0.6579999923706055},{"id":"https://openalex.org/keywords/soil-organic-carbon","display_name":"soil organic carbon","score":0.8970000147819519},{"id":"https://openalex.org/keywords/calcium-carbonate","display_name":"calcium carbonate","score":0.9929999709129333},{"id":"https://openalex.org/keywords/soil-nitrogen","display_name":"soil nitrogen","score":0.9700000286102295},{"id":"https://openalex.org/keywords/hyperspectral-reflectance","display_name":"hyperspectral reflectance","score":0.7170000076293945}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7284390330314636},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.7135207056999207},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.673015832901001},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.6521598100662231},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.576755940914154},{"id":"https://openalex.org/C39464130","wikidata":"https://www.wikidata.org/wiki/Q7554898","display_name":"Soil carbon","level":3,"score":0.5199657678604126},{"id":"https://openalex.org/C104471815","wikidata":"https://www.wikidata.org/wiki/Q5276164","display_name":"Digital soil mapping","level":4,"score":0.4938217103481293},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4873867630958557},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4740336239337921},{"id":"https://openalex.org/C71864017","wikidata":"https://www.wikidata.org/wiki/Q889561","display_name":"Soil map","level":3,"score":0.4125863313674927},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.368451863527298},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19041216373443604},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dicta60407.2023.00029","doi":"https://doi.org/10.1109/dicta60407.2023.00029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta60407.2023.00029","pdf_url":null,"source":{"id":"https://openalex.org/S7407086650","display_name":"International Conference on Digital Image Computing: Techniques and Applications (DICTA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/30866075","doi":null,"is_oa":false,"landing_page_url":"https://figshare.com/articles/conference_contribution/Novel_Dry_Soil_and_Vegetation_Indices_to_Predict_Soil_Contents_from_Landsat_8_Satellite_Data/30866075","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7605999708175659,"display_name":"Life on land","id":"https://metadata.un.org/sdg/15"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1971263100","https://openalex.org/W2000102737","https://openalex.org/W2000613913","https://openalex.org/W2001557728","https://openalex.org/W2018027183","https://openalex.org/W2043962305","https://openalex.org/W2076187848","https://openalex.org/W2081255089","https://openalex.org/W2139709933","https://openalex.org/W2768533279","https://openalex.org/W2964022491","https://openalex.org/W3091161885","https://openalex.org/W3098027022","https://openalex.org/W3156664478","https://openalex.org/W3177037395","https://openalex.org/W3185253890","https://openalex.org/W4280641525","https://openalex.org/W4282046517","https://openalex.org/W4283378126","https://openalex.org/W4306964452","https://openalex.org/W4321376197","https://openalex.org/W4327736720","https://openalex.org/W4372346657"],"related_works":["https://openalex.org/W7008817081","https://openalex.org/W4285601697","https://openalex.org/W3080573297","https://openalex.org/W4401058892","https://openalex.org/W7221347911","https://openalex.org/W6903757795","https://openalex.org/W3196182278","https://openalex.org/W2075769704","https://openalex.org/W6989971427","https://openalex.org/W3211721560"],"abstract_inverted_index":{"Soil":[0],"content":[1,45,221],"prediction":[2,222],"from":[3,81,96],"satellite":[4,171],"image":[5],"data":[6],"is":[7,107],"an":[8],"emerging":[9],"research":[10],"field":[11],"as":[12,32,191],"it":[13],"can":[14],"handle":[15,51,67],"vast":[16],"land":[17],"areas":[18],"non-invasively.":[19],"However,":[20],"this":[21],"approach":[22],"faces":[23],"challenges":[24],"due":[25,38,145],"to":[26,39,66,101,110,146,181,218],"the":[27,33,43,48,85,88,102,108,123,132,135,143,147,154,183],"moisture":[28,129],"and":[29,54,70,116,127,159,167,185,189,203,210],"soil/vegetation":[30],"patterns,":[31],"hyperspectral":[34,124],"reflections":[35],"are":[36,57,62,212],"varied":[37],"those":[40],"phenomena,":[41],"although":[42],"soil":[44,53,69,75,80,113,196,217,220],"may":[46],"be":[47],"same.":[49],"To":[50],"this,":[52],"vegetation":[55,90,95,118],"indices":[56,65,137],"already":[58],"proposed;":[59],"however,":[60],"there":[61],"no":[63],"explicit":[64],"dry":[68,71,79,112,117],"vegetation.":[72],"The":[73],"existing":[74,89,133],"index":[76,91,114,119],"cannot":[77,92],"separate":[78,93],"moist":[82],"soil;":[83],"on":[84],"other":[86],"hand,":[87],"dead":[94],"bare":[97,216],"soil.":[98],"This":[99,151],"paper,":[100],"best":[103],"of":[104,178],"our":[105],"knowledge,":[106],"first":[109],"introduce":[111],"(DSI)":[115],"(DVI)":[120],"by":[121],"considering":[122],"reflection":[125,149],"variations":[126],"different":[128],"levels.":[130],"Unlike":[131],"indices,":[134],"proposed":[136],"use":[138,187],"non-visual":[139],"range":[140],"bands":[141],"in":[142,214],"formulations":[144],"greater":[148],"variations.":[150],"study":[152],"uses":[153],"publicly":[155],"available":[156],"Land":[157],"Use":[158],"Coverage":[160],"Area":[161],"Body":[162],"Survey":[163],"(LUCAS)":[164],"2018":[165],"dataset":[166],"corresponding":[168],"Landsat":[169],"8":[170],"images.":[172],"We":[173],"have":[174],"used":[175],"a":[176],"number":[177],"learning-based":[179],"models":[180],"analyze":[182],"performance,":[184],"we":[186],"DVI":[188,209],"DSI":[190,211],"features":[192],"for":[193],"predicting":[194],"three":[195],"contents":[197],"(i.e.,":[198],"organic":[199],"carbon,":[200],"calcium":[201],"carbonate,":[202],"nitrogen).":[204],"Experimental":[205],"results":[206],"show":[207],"that":[208],"essential":[213],"filtering":[215],"improve":[219],"performance.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-01-30T00:00:00"}
