{"id":"https://openalex.org/W4386525679","doi":"https://doi.org/10.3390/rs15184412","title":"Review of Desert Mobility Assessment and Desertification Monitoring Based on Remote Sensing","display_name":"Review of Desert Mobility Assessment and Desertification Monitoring Based on Remote Sensing","publication_year":2023,"publication_date":"2023-09-07","ids":{"openalex":"https://openalex.org/W4386525679","doi":"https://doi.org/10.3390/rs15184412"},"language":"en","primary_location":{"id":"doi:10.3390/rs15184412","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15184412","pdf_url":"https://www.mdpi.com/2072-4292/15/18/4412/pdf?version=1694086647","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/2072-4292/15/18/4412/pdf?version=1694086647","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101671584","display_name":"Zhaobin Wang","orcid":"https://orcid.org/0000-0002-7059-9907"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhaobin Wang","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University, Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101271159","display_name":"Yue Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Shi","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University, Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077295889","display_name":"Yaonan Zhang","orcid":"https://orcid.org/0000-0001-8905-9006"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210106526","display_name":"Northwest Institute of Eco-Environment and Resources","ror":"https://ror.org/01jz1e142","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210106526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaonan Zhang","raw_affiliation_strings":["The National Cryosphere Desert Data Center, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"The National Cryosphere Desert Data Center, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China","institution_ids":["https://openalex.org/I4210106526","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101671584"],"corresponding_institution_ids":["https://openalex.org/I76214153"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":7.9283,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.97956918,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"15","issue":"18","first_page":"4412","last_page":"4412"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9993000030517578,"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":0.9993000030517578,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.995199978351593,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9914000034332275,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/desertification","display_name":"Desertification","score":0.9479604959487915},{"id":"https://openalex.org/keywords/desert","display_name":"Desert (philosophy)","score":0.6842706203460693},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.64133220911026},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6224622130393982},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.5480629205703735},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5101421475410461},{"id":"https://openalex.org/keywords/vegetation-index","display_name":"Vegetation Index","score":0.4256584048271179},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.37546807527542114},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.37231776118278503},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.27764394879341125},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.21026593446731567},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14826995134353638},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.12348490953445435}],"concepts":[{"id":"https://openalex.org/C33559203","wikidata":"https://www.wikidata.org/wiki/Q183481","display_name":"Desertification","level":2,"score":0.9479604959487915},{"id":"https://openalex.org/C2776130869","wikidata":"https://www.wikidata.org/wiki/Q1361649","display_name":"Desert (philosophy)","level":2,"score":0.6842706203460693},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.64133220911026},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6224622130393982},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.5480629205703735},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5101421475410461},{"id":"https://openalex.org/C2780376076","wikidata":"https://www.wikidata.org/wiki/Q1499458","display_name":"Vegetation Index","level":4,"score":0.4256584048271179},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.37546807527542114},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.37231776118278503},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.27764394879341125},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.21026593446731567},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14826995134353638},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.12348490953445435},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15184412","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15184412","pdf_url":"https://www.mdpi.com/2072-4292/15/18/4412/pdf?version=1694086647","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:ab2a8d5f35ac48ea921641900831dbd7","is_oa":true,"landing_page_url":"https://doaj.org/article/ab2a8d5f35ac48ea921641900831dbd7","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 18, p 4412 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/18/4412/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15184412","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/rs15184412","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15184412","pdf_url":"https://www.mdpi.com/2072-4292/15/18/4412/pdf?version=1694086647","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":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386525679.pdf"},"referenced_works_count":135,"referenced_works":["https://openalex.org/W1487913549","https://openalex.org/W1520280252","https://openalex.org/W1521436688","https://openalex.org/W1526791177","https://openalex.org/W1920235975","https://openalex.org/W1967056015","https://openalex.org/W1969288395","https://openalex.org/W1973503144","https://openalex.org/W1983316600","https://openalex.org/W1984091965","https://openalex.org/W1986000347","https://openalex.org/W1991774413","https://openalex.org/W1996490168","https://openalex.org/W2001894103","https://openalex.org/W2008256241","https://openalex.org/W2018764772","https://openalex.org/W2020716455","https://openalex.org/W2021264565","https://openalex.org/W2026332487","https://openalex.org/W2030804034","https://openalex.org/W2032378791","https://openalex.org/W2042348866","https://openalex.org/W2059080117","https://openalex.org/W2060384859","https://openalex.org/W2066999391","https://openalex.org/W2067038123","https://openalex.org/W2079860577","https://openalex.org/W2084414195","https://openalex.org/W2090424610","https://openalex.org/W2094677081","https://openalex.org/W2098449137","https://openalex.org/W2112195264","https://openalex.org/W2112322428","https://openalex.org/W2115080712","https://openalex.org/W2123385460","https://openalex.org/W2133125644","https://openalex.org/W2145023731","https://openalex.org/W2145197939","https://openalex.org/W2146985523","https://openalex.org/W2155356434","https://openalex.org/W2160663165","https://openalex.org/W2163605009","https://openalex.org/W2163886442","https://openalex.org/W2172120354","https://openalex.org/W2194775991","https://openalex.org/W2257669061","https://openalex.org/W2322070810","https://openalex.org/W2376343599","https://openalex.org/W2376935023","https://openalex.org/W2383949801","https://openalex.org/W2391055029","https://openalex.org/W2395611524","https://openalex.org/W2468767677","https://openalex.org/W2518198314","https://openalex.org/W2526130632","https://openalex.org/W2546669745","https://openalex.org/W2598551616","https://openalex.org/W2603798200","https://openalex.org/W2609376528","https://openalex.org/W2741291720","https://openalex.org/W2752620447","https://openalex.org/W2756226728","https://openalex.org/W2772806117","https://openalex.org/W2781813733","https://openalex.org/W2783795042","https://openalex.org/W2808839797","https://openalex.org/W2811144989","https://openalex.org/W2886059095","https://openalex.org/W2893115510","https://openalex.org/W2896781754","https://openalex.org/W2911369037","https://openalex.org/W2913804864","https://openalex.org/W2919115771","https://openalex.org/W2944499865","https://openalex.org/W2946863506","https://openalex.org/W2954105461","https://openalex.org/W2977297673","https://openalex.org/W2980721263","https://openalex.org/W2987811099","https://openalex.org/W2990539129","https://openalex.org/W2992767956","https://openalex.org/W2998130452","https://openalex.org/W3000813070","https://openalex.org/W3005325963","https://openalex.org/W3005790354","https://openalex.org/W3009305739","https://openalex.org/W3010543939","https://openalex.org/W3017050175","https://openalex.org/W3019690763","https://openalex.org/W3028453164","https://openalex.org/W3032187331","https://openalex.org/W3034903569","https://openalex.org/W3038573006","https://openalex.org/W3043213779","https://openalex.org/W3047908680","https://openalex.org/W3082751528","https://openalex.org/W3087925916","https://openalex.org/W3114429604","https://openalex.org/W3116252618","https://openalex.org/W3122345329","https://openalex.org/W3133233774","https://openalex.org/W3170067240","https://openalex.org/W3173754624","https://openalex.org/W3181242696","https://openalex.org/W3185292364","https://openalex.org/W3199503357","https://openalex.org/W3208374647","https://openalex.org/W4220895379","https://openalex.org/W4220930438","https://openalex.org/W4223992529","https://openalex.org/W4224246631","https://openalex.org/W4224265485","https://openalex.org/W4226479596","https://openalex.org/W4281763080","https://openalex.org/W4283168623","https://openalex.org/W4285013688","https://openalex.org/W4292454763","https://openalex.org/W4296106941","https://openalex.org/W4306399374","https://openalex.org/W4309003914","https://openalex.org/W4315795617","https://openalex.org/W4322503140","https://openalex.org/W4322743912","https://openalex.org/W4382706202","https://openalex.org/W6631519391","https://openalex.org/W6640054144","https://openalex.org/W6682979481","https://openalex.org/W6684191040","https://openalex.org/W6719855850","https://openalex.org/W6744317496","https://openalex.org/W6753615005","https://openalex.org/W6788978845","https://openalex.org/W6803174424","https://openalex.org/W7005527983","https://openalex.org/W7062478177"],"related_works":["https://openalex.org/W2351879751","https://openalex.org/W4319317911","https://openalex.org/W3207384893","https://openalex.org/W3207046288","https://openalex.org/W4372264653","https://openalex.org/W4310842702","https://openalex.org/W3018080369","https://openalex.org/W4285330809","https://openalex.org/W4298152215","https://openalex.org/W4292161287"],"abstract_inverted_index":{"Desertification":[0],"seriously":[1],"hinders":[2],"economic":[3],"development":[4],"and":[5,17,34,49,58,74,101,127,138,145,152,180,186,199],"ecological":[6,136],"security,":[7],"which":[8],"has":[9],"led":[10],"to":[11,29,36,46,71,122,192],"increased":[12],"research":[13,27,53,82],"on":[14,55,89,161],"desertification":[15,149,172,194],"monitoring":[16,173],"control.":[18],"Remote":[19],"sensing":[20,135],"technology":[21,196],"is":[22,77,118,201],"widely":[23],"used":[24],"in":[25,61,111],"desert":[26,56,78,85,117,130,139],"due":[28],"its":[30],"large":[31],"detection":[32],"range":[33],"ability":[35],"obtain":[37],"target":[38],"feature":[39,140],"information":[40,141],"without":[41],"touching":[42],"objects.":[43],"In":[44],"order":[45],"better":[47],"monitor":[48],"control":[50,195],"desertification,":[51],"the":[52,92,112,116,133,154],"methods":[54,156,174],"mobility":[57],"dune":[59],"morphology":[60],"mobile":[62,73],"deserts":[63,76],"were":[64,143,164],"reviewed.":[65,106,166],"Among":[66],"them,":[67],"an":[68,202],"important":[69],"index":[70,98],"distinguish":[72],"nonmobile":[75],"vegetation":[79,86,97,110],"coverage.":[80],"The":[81,107,124],"progress":[83],"of":[84,109,115,129,157],"coverage":[87],"based":[88,160],"visual":[90],"interpretation,":[91],"nonlinear":[93],"spectral":[94],"model,":[95],"normalized":[96],"(NDVI)":[99],"fitting":[100],"plant":[102],"community":[103],"classification":[104,155],"was":[105],"loss":[108],"transitional":[113],"zone":[114],"a":[119],"contributing":[120],"factor":[121],"desertification.":[123],"new":[125],"technologies":[126],"applications":[128],"area":[131,205],"monitoring,":[132],"remote":[134],"index,":[137],"extraction":[142],"introduced":[144],"analyzed.":[146],"To":[147],"combat":[148],"more":[150,178,197],"accurately":[151],"effectively,":[153],"moving":[158],"dunes":[159],"deep":[162],"learning":[163],"also":[165],"It":[167],"can":[168],"be":[169],"concluded":[170],"that":[171],"are":[175],"gradually":[176],"becoming":[177],"accurate":[179],"adaptive,":[181],"but":[182],"they":[183],"remain":[184],"insufficient":[185],"less":[187],"mature.":[188],"Therefore,":[189],"exploring":[190],"how":[191],"apply":[193],"scientifically":[198],"rationally":[200],"extremely":[203],"valuable":[204],"for":[206],"research.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":10}],"updated_date":"2026-01-25T23:04:38.658462","created_date":"2025-10-10T00:00:00"}
