{"id":"https://openalex.org/W4396615018","doi":"https://doi.org/10.3390/rs16091633","title":"Multi-Year Cropland Mapping Based on Remote Sensing Data: A Case Study for the Khabarovsk Territory, Russia","display_name":"Multi-Year Cropland Mapping Based on Remote Sensing Data: A Case Study for the Khabarovsk Territory, Russia","publication_year":2024,"publication_date":"2024-05-03","ids":{"openalex":"https://openalex.org/W4396615018","doi":"https://doi.org/10.3390/rs16091633"},"language":"en","primary_location":{"id":"doi:10.3390/rs16091633","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16091633","pdf_url":"https://www.mdpi.com/2072-4292/16/9/1633/pdf?version=1714726487","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/2072-4292/16/9/1633/pdf?version=1714726487","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084753504","display_name":"Konstantin Dubrovin","orcid":"https://orcid.org/0000-0001-8655-4618"},"institutions":[{"id":"https://openalex.org/I4210143490","display_name":"Computing Center","ror":"https://ror.org/0557kgc34","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210143490","https://openalex.org/I4210148470"]},{"id":"https://openalex.org/I4210148470","display_name":"Far Eastern Branch of the Russian Academy of Sciences","ror":"https://ror.org/05t43vz03","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210148470"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Konstantin Dubrovin","raw_affiliation_strings":["Computing Center Far Eastern Branch of the Russian Academy of Sciences, 680000 Khabarovsk, Russia"],"affiliations":[{"raw_affiliation_string":"Computing Center Far Eastern Branch of the Russian Academy of Sciences, 680000 Khabarovsk, Russia","institution_ids":["https://openalex.org/I4210143490","https://openalex.org/I4210148470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020859578","display_name":"\u0410. \u041b. \u0412\u0435\u0440\u0445\u043e\u0442\u0443\u0440\u043e\u0432","orcid":"https://orcid.org/0000-0002-3707-8309"},"institutions":[{"id":"https://openalex.org/I4210148470","display_name":"Far Eastern Branch of the Russian Academy of Sciences","ror":"https://ror.org/05t43vz03","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210148470"]},{"id":"https://openalex.org/I4210143490","display_name":"Computing Center","ror":"https://ror.org/0557kgc34","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210143490","https://openalex.org/I4210148470"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Andrey Verkhoturov","raw_affiliation_strings":["Computing Center Far Eastern Branch of the Russian Academy of Sciences, 680000 Khabarovsk, Russia"],"affiliations":[{"raw_affiliation_string":"Computing Center Far Eastern Branch of the Russian Academy of Sciences, 680000 Khabarovsk, Russia","institution_ids":["https://openalex.org/I4210143490","https://openalex.org/I4210148470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077604376","display_name":"Alexey Stepanov","orcid":"https://orcid.org/0000-0001-8395-8350"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexey Stepanov","raw_affiliation_strings":["Far-Eastern Agriculture Research Institute, 680521 Vostochnoe, Russia"],"affiliations":[{"raw_affiliation_string":"Far-Eastern Agriculture Research Institute, 680521 Vostochnoe, Russia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064932045","display_name":"\u0422. \u0410. \u0410\u0441\u0435\u0435\u0432\u0430","orcid":"https://orcid.org/0000-0001-8471-0891"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tatiana Aseeva","raw_affiliation_strings":["Far-Eastern Agriculture Research Institute, 680521 Vostochnoe, Russia"],"affiliations":[{"raw_affiliation_string":"Far-Eastern Agriculture Research Institute, 680521 Vostochnoe, Russia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084753504"],"corresponding_institution_ids":["https://openalex.org/I4210143490","https://openalex.org/I4210148470"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4279,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80678508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"16","issue":"9","first_page":"1633","last_page":"1633"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.996999979019165,"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":0.996999979019165,"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/T13102","display_name":"Soil and Environmental Studies","score":0.9757000207901001,"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/T13628","display_name":"Agricultural Productivity and Crop Improvement","score":0.9649999737739563,"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/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.6449076533317566},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5683568716049194},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5095229744911194},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.48404043912887573},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.4464249610900879},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.43971681594848633},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4135923385620117},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3841341733932495},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3486570715904236},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3278293013572693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2905472218990326},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14572644233703613},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.12756341695785522},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10259151458740234}],"concepts":[{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.6449076533317566},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5683568716049194},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5095229744911194},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.48404043912887573},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.4464249610900879},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.43971681594848633},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4135923385620117},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3841341733932495},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3486570715904236},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3278293013572693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2905472218990326},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14572644233703613},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.12756341695785522},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10259151458740234},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16091633","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16091633","pdf_url":"https://www.mdpi.com/2072-4292/16/9/1633/pdf?version=1714726487","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:e40253777e564a78a7a92b0addd3a6fd","is_oa":true,"landing_page_url":"https://doaj.org/article/e40253777e564a78a7a92b0addd3a6fd","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 9, p 1633 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16091633","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16091633","pdf_url":"https://www.mdpi.com/2072-4292/16/9/1633/pdf?version=1714726487","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/15","display_name":"Life in Land","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G8345136138","display_name":null,"funder_award_id":"23-76-00007","funder_id":"https://openalex.org/F4320324099","funder_display_name":"Russian Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320324099","display_name":"Russian Science Foundation","ror":"https://ror.org/03y2gwe85"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396615018.pdf"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W1985629884","https://openalex.org/W1996905547","https://openalex.org/W2077109367","https://openalex.org/W2102887902","https://openalex.org/W2113503197","https://openalex.org/W2126250722","https://openalex.org/W2150914621","https://openalex.org/W2151978020","https://openalex.org/W2295598076","https://openalex.org/W2496925721","https://openalex.org/W2756543213","https://openalex.org/W2790566932","https://openalex.org/W2794313649","https://openalex.org/W2801626107","https://openalex.org/W2803189521","https://openalex.org/W2892741787","https://openalex.org/W2911964244","https://openalex.org/W2977333479","https://openalex.org/W2980091708","https://openalex.org/W2991481170","https://openalex.org/W2999615587","https://openalex.org/W3037944196","https://openalex.org/W3042824180","https://openalex.org/W3046918937","https://openalex.org/W3089038181","https://openalex.org/W3096586204","https://openalex.org/W3125947825","https://openalex.org/W3163755067","https://openalex.org/W3176578162","https://openalex.org/W3193406951","https://openalex.org/W3194555964","https://openalex.org/W4200503226","https://openalex.org/W4205241958","https://openalex.org/W4210272665","https://openalex.org/W4210334192","https://openalex.org/W4210807095","https://openalex.org/W4214866625","https://openalex.org/W4220853101","https://openalex.org/W4289205656","https://openalex.org/W4289356050","https://openalex.org/W4297369021","https://openalex.org/W4306153342","https://openalex.org/W4312109376","https://openalex.org/W4320522708","https://openalex.org/W4323039299","https://openalex.org/W4366140595","https://openalex.org/W4378473414","https://openalex.org/W4378974752","https://openalex.org/W4386535001","https://openalex.org/W4386700897","https://openalex.org/W4390724705","https://openalex.org/W6646983657","https://openalex.org/W6749181838","https://openalex.org/W6751645101","https://openalex.org/W6797735789","https://openalex.org/W6799703408","https://openalex.org/W6807295046","https://openalex.org/W6808075671","https://openalex.org/W6840199808","https://openalex.org/W6849819021"],"related_works":["https://openalex.org/W4318664220","https://openalex.org/W2771047279","https://openalex.org/W4388409104","https://openalex.org/W3207046288","https://openalex.org/W3023446922","https://openalex.org/W2803445926","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":{"Cropland":[0],"mapping":[1,221],"using":[2,24,63,102,227,233],"remote":[3],"sensing":[4],"data":[5,34,42],"is":[6],"the":[7,17,84,93,148,161,181,185,196,208,254],"basis":[8],"for":[9,74,98,180,195],"effective":[10],"crop":[11,13,247],"monitoring,":[12],"rotation":[14],"control,":[15],"and":[16,87,107,123,126,169,193,199,217,230,246],"detection":[18],"of":[19,57,71,95,134,155,213,253],"irrational":[20],"land":[21],"use.":[22],"Classification":[23],"Normalized":[25],"Difference":[26],"Vegetation":[27],"Index":[28],"(NDVI)":[29],"time":[30,37],"series":[31,56,145,188,229],"from":[32,79],"multi-year":[33],"requires":[35],"additional":[36],"costs,":[38],"especially":[39],"when":[40],"sentinel":[41],"are":[43],"sparse.":[44],"Approximation":[45],"by":[46,224],"nonlinear":[47],"functions":[48],"was":[49,138,141,190,205,222],"proposed":[50],"to":[51,81,92],"solve":[52],"this":[53],"problem.":[54],"Time":[55],"weekly":[58],"NDVI":[59],"composites":[60],"were":[61,100,115,173],"plotted":[62],"multispectral":[64],"Sentinel-2":[65],"(Level-2A)":[66],"images":[67,97],"at":[68],"a":[69,152],"resolution":[70],"10":[72],"m":[73],"sites":[75],"in":[76,83,211,219,240],"Khabarovsk":[77],"District":[78],"April":[80],"October":[82],"years":[85],"2021":[86],"2022.":[88],"Missing":[89],"values":[90],"due":[91],"lack":[94],"suitable":[96],"analysis":[99],"recovered":[101],"cubic":[103],"polynomial,":[104],"Fourier":[105,144,228],"series,":[106],"double":[108],"sinusoidal":[109],"function":[110],"approximation.":[111],"The":[112,128,176],"classes":[113],"that":[114,143,207],"considered":[116],"included":[117],"crops,":[118],"namely,":[119],"soybean,":[120],"buckwheat,":[121],"oat,":[122],"perennial":[124],"grasses,":[125],"fallow.":[127],"mean":[129,153],"absolute":[130],"percentage":[131],"error":[132,154],"(MAPE)":[133],"each":[135],"class":[136],"fitting":[137,146],"calculated.":[139],"It":[140],"found":[142],"showed":[147],"highest":[149],"accuracy,":[150,215],"with":[151,242],"8.2%.":[156],"Different":[157],"classifiers,":[158,201],"such":[159],"as":[160],"support":[162],"vector":[163],"machine":[164,231],"(SVM),":[165],"random":[166],"forest":[167],"(RF),":[168],"gradient":[170],"boosting":[171],"(GB),":[172],"comparatively":[174],"evaluated.":[175],"overall":[177],"accuracy":[178],"(OA)":[179],"site":[182],"pixels":[183],"during":[184],"cross-validation":[186],"(Fourier":[187],"restored)":[189],"67.3%,":[191],"87.2%,":[192],"85.9%":[194],"SVM,":[197],"RF,":[198],"GB":[200],"respectively.":[202],"Thus,":[203],"it":[204],"established":[206],"best":[209],"result":[210],"terms":[212],"combined":[214],"performance,":[216],"limitations":[218],"cropland":[220,244],"achieved":[223],"composite":[225],"construction":[226],"learning":[232],"GB.":[234],"Similar":[235],"results":[236],"should":[237],"be":[238],"expected":[239],"regions":[241,252],"similar":[243],"structures":[245],"phenological":[248],"cycles,":[249],"including":[250],"other":[251],"Far":[255],"East.":[256]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
