{"id":"https://openalex.org/W4322503075","doi":"https://doi.org/10.3390/rs15051281","title":"Increasing Accuracy of the Soil-Agricultural Map by Sentinel-2 Images Analysis\u2014Case Study of Maize Cultivation under Drought Conditions","display_name":"Increasing Accuracy of the Soil-Agricultural Map by Sentinel-2 Images Analysis\u2014Case Study of Maize Cultivation under Drought Conditions","publication_year":2023,"publication_date":"2023-02-25","ids":{"openalex":"https://openalex.org/W4322503075","doi":"https://doi.org/10.3390/rs15051281"},"language":"en","primary_location":{"id":"doi:10.3390/rs15051281","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15051281","pdf_url":"https://www.mdpi.com/2072-4292/15/5/1281/pdf?version=1677320855","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/2072-4292/15/5/1281/pdf?version=1677320855","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041330991","display_name":"Anna J\u0119drejek","orcid":"https://orcid.org/0000-0001-8541-4410"},"institutions":[{"id":"https://openalex.org/I4210101684","display_name":"Institute of Soil Science and Plant Cultivation","ror":"https://ror.org/00qhg0338","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210101684"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Anna J\u0119drejek","raw_affiliation_strings":["Department of Bioeconomy and Systems Analysis, Institute of Soil Science and Plant Cultivation\u2014State Research Institute (IUNG-PIB), 24-100 Pu\u0142awy, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Bioeconomy and Systems Analysis, Institute of Soil Science and Plant Cultivation\u2014State Research Institute (IUNG-PIB), 24-100 Pu\u0142awy, Poland","institution_ids":["https://openalex.org/I4210101684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026542869","display_name":"Jan Jadczyszyn","orcid":"https://orcid.org/0000-0003-4921-7609"},"institutions":[{"id":"https://openalex.org/I4210101684","display_name":"Institute of Soil Science and Plant Cultivation","ror":"https://ror.org/00qhg0338","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210101684"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jan Jadczyszyn","raw_affiliation_strings":["Department of Soil Science Erosion and Land Conservation, Institute of Soil Science and Plant Cultivation\u2014State Research Institute (IUNG-PIB), 24-100 Pu\u0142awy, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Soil Science Erosion and Land Conservation, Institute of Soil Science and Plant Cultivation\u2014State Research Institute (IUNG-PIB), 24-100 Pu\u0142awy, Poland","institution_ids":["https://openalex.org/I4210101684"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025965808","display_name":"Rafa\u0142 Pude\u0142ko","orcid":"https://orcid.org/0000-0002-6373-6272"},"institutions":[{"id":"https://openalex.org/I4210101684","display_name":"Institute of Soil Science and Plant Cultivation","ror":"https://ror.org/00qhg0338","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210101684"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rafa\u0142 Pude\u0142ko","raw_affiliation_strings":["Department of Bioeconomy and Systems Analysis, Institute of Soil Science and Plant Cultivation\u2014State Research Institute (IUNG-PIB), 24-100 Pu\u0142awy, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Bioeconomy and Systems Analysis, Institute of Soil Science and Plant Cultivation\u2014State Research Institute (IUNG-PIB), 24-100 Pu\u0142awy, Poland","institution_ids":["https://openalex.org/I4210101684"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041330991"],"corresponding_institution_ids":["https://openalex.org/I4210101684"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.2185,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86476445,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"5","first_page":"1281","last_page":"1281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9955999851226807,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9955999851226807,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9897000193595886,"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/T12310","display_name":"Crop Yield and Soil Fertility","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop 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"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7223629355430603},{"id":"https://openalex.org/keywords/soil-texture","display_name":"Soil texture","score":0.5672451853752136},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5604119300842285},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.5587782263755798},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.5536773204803467},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.49250373244285583},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.4718453884124756},{"id":"https://openalex.org/keywords/soil-map","display_name":"Soil map","score":0.46369919180870056},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.44346556067466736},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.42987996339797974},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.4266810417175293},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.4184000790119171},{"id":"https://openalex.org/keywords/spatial-variability","display_name":"Spatial variability","score":0.4103609621524811},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.3127564787864685},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.2174118459224701},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16499677300453186},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13631170988082886},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11714297533035278},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.11598747968673706}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7223629355430603},{"id":"https://openalex.org/C175963888","wikidata":"https://www.wikidata.org/wiki/Q5026010","display_name":"Soil texture","level":3,"score":0.5672451853752136},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5604119300842285},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.5587782263755798},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.5536773204803467},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.49250373244285583},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.4718453884124756},{"id":"https://openalex.org/C71864017","wikidata":"https://www.wikidata.org/wiki/Q889561","display_name":"Soil map","level":3,"score":0.46369919180870056},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.44346556067466736},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.42987996339797974},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.4266810417175293},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4184000790119171},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.4103609621524811},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.3127564787864685},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.2174118459224701},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16499677300453186},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13631170988082886},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11714297533035278},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.11598747968673706},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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":3,"locations":[{"id":"doi:10.3390/rs15051281","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15051281","pdf_url":"https://www.mdpi.com/2072-4292/15/5/1281/pdf?version=1677320855","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:f3282b259d4b4c7aa746bc0967a830af","is_oa":true,"landing_page_url":"https://doaj.org/article/f3282b259d4b4c7aa746bc0967a830af","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 15, Iss 5, p 1281 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/5/1281/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15051281","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15051281","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15051281","pdf_url":"https://www.mdpi.com/2072-4292/15/5/1281/pdf?version=1677320855","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/2","display_name":"Zero hunger","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4322503075.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W31147469","https://openalex.org/W1978617972","https://openalex.org/W2040975718","https://openalex.org/W2049398443","https://openalex.org/W2058218129","https://openalex.org/W2063623478","https://openalex.org/W2095055020","https://openalex.org/W2111947859","https://openalex.org/W2113283209","https://openalex.org/W2117007244","https://openalex.org/W2184998286","https://openalex.org/W2318666551","https://openalex.org/W2517036951","https://openalex.org/W2560182881","https://openalex.org/W2797233255","https://openalex.org/W2805759862","https://openalex.org/W2887303328","https://openalex.org/W2894569595","https://openalex.org/W2981080720","https://openalex.org/W3011860789","https://openalex.org/W3014864562","https://openalex.org/W3015915949","https://openalex.org/W3041194855","https://openalex.org/W3093954446","https://openalex.org/W3094064126","https://openalex.org/W3109695596","https://openalex.org/W3126855490","https://openalex.org/W3197885544","https://openalex.org/W3210652379","https://openalex.org/W4200344153","https://openalex.org/W4200400107","https://openalex.org/W4214601210","https://openalex.org/W4221122502","https://openalex.org/W4224277760","https://openalex.org/W4291635590","https://openalex.org/W4294225093","https://openalex.org/W4296741049","https://openalex.org/W4309605390","https://openalex.org/W6601277261","https://openalex.org/W6699922353","https://openalex.org/W6908439911"],"related_works":["https://openalex.org/W3158467599","https://openalex.org/W2290077960","https://openalex.org/W1905469101","https://openalex.org/W2896970139","https://openalex.org/W3212068373","https://openalex.org/W2184531353","https://openalex.org/W4315619809","https://openalex.org/W2889805085","https://openalex.org/W4284687229","https://openalex.org/W2734669566"],"abstract_inverted_index":{"The":[0,194,252],"properties":[1,178],"of":[2,6,11,26,37,58,91,103,118,135,146,160,176,188,202,215,245,281,290],"soil":[3,28,51,70,78,93,172,182],"constitute":[4],"one":[5],"the":[7,12,16,27,34,48,50,64,69,76,83,92,101,111,121,124,144,157,161,165,174,186,207,213,216,233,243,246,256,270,279,282,288],"most":[8,217],"important":[9],"features":[10],"environment":[13],"that":[14,75,86],"determine":[15,185],"potential":[17],"for":[18,33,88,268,273],"food":[19],"production":[20],"in":[21,41,45,181,259],"a":[22,54,116,147,199,261],"given":[23],"region.":[24],"Knowledge":[25],"texture":[29],"and":[30,39,60,132,232,293],"agroclimate":[31],"allows":[32,87],"proper":[35],"selection":[36,214],"species":[38],"agrotechnics":[40],"plant":[42],"production.":[43],"However,":[44],"contrast":[46],"to":[47,109,142,156,241],"agroclimate,":[49],"may":[52],"show":[53],"large":[55],"spatial":[56,131,158],"variation":[57],"physical":[59,177],"chemical":[61],"characteristics":[62],"within":[63],"plot.":[65],"In":[66,120],"regions":[67],"where":[68],"diversity":[71],"is":[72,95,153,169],"so":[73],"high":[74],"available":[77,112],"maps":[79],"are":[80,255],"not":[81],"sufficient,":[82],"only":[84],"method":[85],"precise":[89],"mapping":[90],"mosaic":[94],"remote":[96,204,266],"sensing.":[97],"This":[98,237],"paper":[99],"presents":[100],"concepts":[102],"using":[104],"Sentinel-2":[105],"multispectral":[106],"satellite":[107,137],"images":[108,138],"detail":[110],"soil-agriculture":[113,150,271],"map":[114,247,272],"at":[115],"scale":[117,244],"1:25,000.":[119],"presented":[122],"work,":[123],"following":[125],"research":[126,195],"hypothesis":[127],"has":[128],"been":[129],"formulated:":[130],"temporal":[133],"analysis":[134],"high-resolution":[136],"can":[139],"be":[140],"used":[141],"improve":[143,278],"quality":[145],"large-scale":[148],"archival":[149],"map.":[151],"It":[152,209],"possible":[154,240],"due":[155],"differentiation":[159,175],"spectral":[162],"reflection":[163],"from":[164],"field":[166],"(canopy),":[167],"which":[168,184,275],"influenced":[170],"by":[171,287],"conditions\u2014especially":[173],"(granulometric":[179],"composition)":[180],"profiles":[183],"possibility":[187],"water":[189],"retention":[190],"during":[191],"drought":[192,226,283],"conditions.":[193],"carried":[196],"out":[197],"as":[198],"case":[200],"study":[201],"maize":[203],"sensing":[205],"confirmed":[206],"hypothesis.":[208],"was":[210],"based":[211],"on":[212,265],"appropriate":[218],"term":[219],"(maize":[220],"development":[221],"period:":[222],"BBCH":[223],"79,":[224],"6-decade":[225],"index:":[227],"CBW":[228],"=":[229],"\u2212206":[230],"mm)":[231],"vegetation":[234],"index":[235],"(NDVI).":[236],"made":[238],"it":[239],"make":[242],"10":[248],"times":[249],"more":[250],"detailed.":[251],"obtained":[253],"results":[254],"first":[257],"step":[258],"developing":[260],"general":[262],"model":[263],"(based":[264],"sensing)":[267],"detailing":[269],"Poland,":[274],"will":[276],"significantly":[277],"accuracy":[280],"monitoring":[284],"system":[285],"developed":[286],"Institute":[289],"Soil":[291],"Science":[292],"Plant":[294],"Cultivation":[295],"(Poland).":[296]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2023-02-28T00:00:00"}
