{"id":"https://openalex.org/W4206639099","doi":"https://doi.org/10.3390/rs14020348","title":"Soil Erosion Susceptibility Prediction in Railway Corridors Using RUSLE, Soil Degradation Index and the New Normalized Difference Railway Erosivity Index (NDReLI)","display_name":"Soil Erosion Susceptibility Prediction in Railway Corridors Using RUSLE, Soil Degradation Index and the New Normalized Difference Railway Erosivity Index (NDReLI)","publication_year":2022,"publication_date":"2022-01-12","ids":{"openalex":"https://openalex.org/W4206639099","doi":"https://doi.org/10.3390/rs14020348"},"language":"en","primary_location":{"id":"doi:10.3390/rs14020348","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14020348","pdf_url":"https://www.mdpi.com/2072-4292/14/2/348/pdf?version=1642424930","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/2072-4292/14/2/348/pdf?version=1642424930","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009541916","display_name":"Yashon O. Ouma","orcid":"https://orcid.org/0000-0003-1163-0385"},"institutions":[{"id":"https://openalex.org/I157273133","display_name":"University of Botswana","ror":"https://ror.org/01encsj80","country_code":"BW","type":"education","lineage":["https://openalex.org/I157273133"]}],"countries":["BW"],"is_corresponding":true,"raw_author_name":"Yashon O. Ouma","raw_affiliation_strings":["Department of Civil Engineering, University of Botswana, Private Bag UB, Gaborone 0061, Botswana"],"raw_orcid":"https://orcid.org/0000-0003-1163-0385","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Botswana, Private Bag UB, Gaborone 0061, Botswana","institution_ids":["https://openalex.org/I157273133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061216832","display_name":"Lone Lottering","orcid":"https://orcid.org/0000-0001-6985-6921"},"institutions":[{"id":"https://openalex.org/I157273133","display_name":"University of Botswana","ror":"https://ror.org/01encsj80","country_code":"BW","type":"education","lineage":["https://openalex.org/I157273133"]}],"countries":["BW"],"is_corresponding":false,"raw_author_name":"Lone Lottering","raw_affiliation_strings":["Department of Civil Engineering, University of Botswana, Private Bag UB, Gaborone 0061, Botswana"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Botswana, Private Bag UB, Gaborone 0061, Botswana","institution_ids":["https://openalex.org/I157273133"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102255677","display_name":"Ryutaro Tateishi","orcid":null},"institutions":[{"id":"https://openalex.org/I159385669","display_name":"Chiba University","ror":"https://ror.org/01hjzeq58","country_code":"JP","type":"education","lineage":["https://openalex.org/I159385669"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryutaro Tateishi","raw_affiliation_strings":["Center for Environmental Remote Sensing (CEReS), Chiba University, 1-33 Yayoi, Inage, Chiba 263-8522, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Environmental Remote Sensing (CEReS), Chiba University, 1-33 Yayoi, Inage, Chiba 263-8522, Japan","institution_ids":["https://openalex.org/I159385669"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009541916"],"corresponding_institution_ids":["https://openalex.org/I157273133"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.0526,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.75408341,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"14","issue":"2","first_page":"348","last_page":"348"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10889","display_name":"Soil erosion and sediment transport","score":0.9998999834060669,"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/T10889","display_name":"Soil erosion and sediment transport","score":0.9998999834060669,"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/T12383","display_name":"Aeolian processes and effects","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1904","display_name":"Earth-Surface Processes"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9869999885559082,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7519298791885376},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.6308019757270813},{"id":"https://openalex.org/keywords/arid","display_name":"Arid","score":0.5978417992591858},{"id":"https://openalex.org/keywords/soil-loss","display_name":"Soil loss","score":0.5823317170143127},{"id":"https://openalex.org/keywords/erosion","display_name":"Erosion","score":0.5375345349311829},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.514737606048584},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.44460082054138184},{"id":"https://openalex.org/keywords/universal-soil-loss-equation","display_name":"Universal Soil Loss Equation","score":0.43871450424194336},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.42182299494743347},{"id":"https://openalex.org/keywords/vegetation-index","display_name":"Vegetation Index","score":0.413135826587677},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.4042566120624542},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.32021796703338623},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.2685371935367584},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.19930753111839294},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.14458486437797546},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.09406769275665283},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.0767558217048645}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7519298791885376},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.6308019757270813},{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.5978417992591858},{"id":"https://openalex.org/C2983671832","wikidata":"https://www.wikidata.org/wiki/Q80026","display_name":"Soil loss","level":3,"score":0.5823317170143127},{"id":"https://openalex.org/C123157820","wikidata":"https://www.wikidata.org/wiki/Q80026","display_name":"Erosion","level":2,"score":0.5375345349311829},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.514737606048584},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.44460082054138184},{"id":"https://openalex.org/C2777610965","wikidata":"https://www.wikidata.org/wiki/Q3547352","display_name":"Universal Soil Loss Equation","level":4,"score":0.43871450424194336},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.42182299494743347},{"id":"https://openalex.org/C2780376076","wikidata":"https://www.wikidata.org/wiki/Q1499458","display_name":"Vegetation Index","level":4,"score":0.413135826587677},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.4042566120624542},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.32021796703338623},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.2685371935367584},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19930753111839294},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.14458486437797546},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.09406769275665283},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0767558217048645},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14020348","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14020348","pdf_url":"https://www.mdpi.com/2072-4292/14/2/348/pdf?version=1642424930","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:38282dfb7603431e9ddc5a67ce5bac51","is_oa":true,"landing_page_url":"https://doaj.org/article/38282dfb7603431e9ddc5a67ce5bac51","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 2, p 348 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/2/348/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14020348","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; Volume 14; Issue 2; Pages: 348","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14020348","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14020348","pdf_url":"https://www.mdpi.com/2072-4292/14/2/348/pdf?version=1642424930","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":[{"score":0.6899999976158142,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4206639099.pdf","grobid_xml":"https://content.openalex.org/works/W4206639099.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W43002668","https://openalex.org/W109498696","https://openalex.org/W1596061762","https://openalex.org/W1983724666","https://openalex.org/W1991588408","https://openalex.org/W1994765176","https://openalex.org/W1997671850","https://openalex.org/W2009909017","https://openalex.org/W2013341751","https://openalex.org/W2019604241","https://openalex.org/W2020317234","https://openalex.org/W2024250156","https://openalex.org/W2027311974","https://openalex.org/W2028995354","https://openalex.org/W2029951552","https://openalex.org/W2032722321","https://openalex.org/W2053964936","https://openalex.org/W2065548634","https://openalex.org/W2071501094","https://openalex.org/W2072946010","https://openalex.org/W2123011006","https://openalex.org/W2124632387","https://openalex.org/W2138073499","https://openalex.org/W2149064628","https://openalex.org/W2173210108","https://openalex.org/W2173793438","https://openalex.org/W2183320519","https://openalex.org/W2257701510","https://openalex.org/W2328889790","https://openalex.org/W2329560534","https://openalex.org/W2341461708","https://openalex.org/W2472984490","https://openalex.org/W2529567593","https://openalex.org/W2530803918","https://openalex.org/W2583868030","https://openalex.org/W2608358443","https://openalex.org/W2612222728","https://openalex.org/W2754861097","https://openalex.org/W2765263681","https://openalex.org/W2770484296","https://openalex.org/W2772366318","https://openalex.org/W2790340720","https://openalex.org/W2811511299","https://openalex.org/W2903701532","https://openalex.org/W2913199049","https://openalex.org/W2990030347","https://openalex.org/W3002067413","https://openalex.org/W3027295547","https://openalex.org/W3081374149","https://openalex.org/W3089923024","https://openalex.org/W3099819135","https://openalex.org/W3129412873","https://openalex.org/W3152977626","https://openalex.org/W3156899330","https://openalex.org/W3201381455","https://openalex.org/W4385524949","https://openalex.org/W6704356759","https://openalex.org/W6744056287","https://openalex.org/W6745773189","https://openalex.org/W6801576105","https://openalex.org/W6986877427"],"related_works":["https://openalex.org/W2467703615","https://openalex.org/W4319317911","https://openalex.org/W3207384893","https://openalex.org/W2009722041","https://openalex.org/W1999383584","https://openalex.org/W2356567217","https://openalex.org/W3207046288","https://openalex.org/W4372264653","https://openalex.org/W4310842702","https://openalex.org/W4226382298"],"abstract_inverted_index":{"This":[0],"study":[1,52],"presents":[2],"a":[3,144,159],"remote":[4],"sensing-based":[5],"index":[6,86,148,162],"for":[7],"the":[8,30,39,50,54,59,65,68,79,81,98,123,139,155,173,175,181,187,190,201],"prediction":[9,188],"of":[10,53,97,122,189,195],"soil":[11,41,84,116,129,169,198],"erosion":[12,170,199],"susceptibility":[13,196],"within":[14,78,172,200],"railway":[15,124],"corridors.":[16],"The":[17,73],"empirically":[18],"derived":[19],"index,":[20],"Normalized":[21],"Difference":[22],"Railway":[23,56],"Erosivity":[24],"Index":[25,71],"(NDReLI),":[26],"is":[27,101],"based":[28,133],"on":[29,134],"Landsat-8":[31],"SWIR":[32],"spectral":[33],"reflectances":[34,44],"and":[35,42,67,93,109,183,193],"takes":[36],"into":[37],"account":[38],"bare":[40],"vegetation":[43],"especially":[45],"in":[46,186],"semi-arid":[47],"environments.":[48],"For":[49],"case":[51],"Botswana":[55],"Corridor":[57],"(BRC),":[58],"NDReLI":[60,131,177],"results":[61,132],"are":[62],"compared":[63],"with":[64,143],"RUSLE":[66,74,182],"Soil":[69],"Degradation":[70],"(SDI).":[72],"model":[75],"showed":[76],"that":[77],"BRC,":[80,174],"mean":[82],"annual":[83],"loss":[85],"was":[87],"at":[88,158],"0.139":[89],"ton":[90,106,113],"ha\u22121":[91,107,114],"year\u22121,":[92],"only":[94],"about":[95],"1%":[96],"corridor":[99,125],"area":[100],"susceptible":[102],"to":[103,128,197],"high":[104,111,146,160],"(1.423\u20133.053":[105],"year\u22121)":[108,115],"very":[110,145],"(3.053\u20135.854":[112],"loss,":[117],"while":[118,150],"SDI":[119,184],"estimated":[120],"19.4%":[121],"as":[126],"vulnerable":[127,141],"degradation.":[130],"SWIR1":[135],"(1.57\u20131.65":[136],"\u03bcm)":[137,153],"predicted":[138,154],"most":[140],"areas,":[142],"erosivity":[147,161],"(0.36\u20130.95),":[149],"SWIR2":[151],"(2.11\u20132.29":[152],"same":[156],"regions":[157],"(0.13\u20130.36).":[163],"From":[164],"empirical":[165],"validation":[166],"using":[167],"previous":[168],"events":[171],"proposed":[176],"performed":[178],"better":[179],"than":[180],"models":[185],"spatial":[191],"locations":[192],"extents":[194],"BRC.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2022-01-26T00:00:00"}
