{"id":"https://openalex.org/W2583211975","doi":"https://doi.org/10.3390/rs9020122","title":"Studying Vegetation Salinity: From the Field View to a Satellite-Based Perspective","display_name":"Studying Vegetation Salinity: From the Field View to a Satellite-Based Perspective","publication_year":2017,"publication_date":"2017-02-01","ids":{"openalex":"https://openalex.org/W2583211975","doi":"https://doi.org/10.3390/rs9020122","mag":"2583211975"},"language":"en","primary_location":{"id":"doi:10.3390/rs9020122","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs9020122","pdf_url":"https://www.mdpi.com/2072-4292/9/2/122/pdf?version=1486969677","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/2072-4292/9/2/122/pdf?version=1486969677","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034702491","display_name":"Rachel Lugassi","orcid":"https://orcid.org/0000-0001-7363-4133"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]},{"id":"https://openalex.org/I4210101099","display_name":"Dead Sea and Arava Science Center","ror":"https://ror.org/0133h2564","country_code":"IL","type":"nonprofit","lineage":["https://openalex.org/I4210101099"]},{"id":"https://openalex.org/I52170813","display_name":"Ariel University","ror":"https://ror.org/03nz8qe97","country_code":"IL","type":"education","lineage":["https://openalex.org/I52170813"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Rachel Lugassi","raw_affiliation_strings":["Civil Engineering Faculty, Ariel University, Ariel 4070000, Israel","Department of Geography and Human Environment, Faculty of Exact Sciences, School of Geosciences, Tel-Aviv University, Tel-Aviv 6997801, Israel","Samaria and the Jordan Rift Regional R&D Center, Science Park, Ariel 4070000, Israel"],"affiliations":[{"raw_affiliation_string":"Civil Engineering Faculty, Ariel University, Ariel 4070000, Israel","institution_ids":["https://openalex.org/I52170813"]},{"raw_affiliation_string":"Department of Geography and Human Environment, Faculty of Exact Sciences, School of Geosciences, Tel-Aviv University, Tel-Aviv 6997801, Israel","institution_ids":["https://openalex.org/I16391192"]},{"raw_affiliation_string":"Samaria and the Jordan Rift Regional R&D Center, Science Park, Ariel 4070000, Israel","institution_ids":["https://openalex.org/I4210101099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113978479","display_name":"Naftaly Goldshleger","orcid":null},"institutions":[{"id":"https://openalex.org/I52170813","display_name":"Ariel University","ror":"https://ror.org/03nz8qe97","country_code":"IL","type":"education","lineage":["https://openalex.org/I52170813"]},{"id":"https://openalex.org/I4210159495","display_name":"Ministry of Agriculture and Rural Development","ror":"https://ror.org/05e6hcm17","country_code":"IL","type":"government","lineage":["https://openalex.org/I4210159495"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Naftaly Goldshleger","raw_affiliation_strings":["Civil Engineering Faculty, Ariel University, Ariel 4070000, Israel","Soil Erosion Research Station, Ministry of Agriculture, Bet Dagan 5025000, Israel"],"affiliations":[{"raw_affiliation_string":"Civil Engineering Faculty, Ariel University, Ariel 4070000, Israel","institution_ids":["https://openalex.org/I52170813"]},{"raw_affiliation_string":"Soil Erosion Research Station, Ministry of Agriculture, Bet Dagan 5025000, Israel","institution_ids":["https://openalex.org/I4210159495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058038010","display_name":"Alexandra Chudnovsky","orcid":"https://orcid.org/0000-0002-8631-4275"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Alexandra Chudnovsky","raw_affiliation_strings":["Department of Geography and Human Environment, Faculty of Exact Sciences, School of Geosciences, Tel-Aviv University, Tel-Aviv 6997801, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Human Environment, Faculty of Exact Sciences, School of Geosciences, Tel-Aviv University, Tel-Aviv 6997801, Israel","institution_ids":["https://openalex.org/I16391192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034702491"],"corresponding_institution_ids":["https://openalex.org/I16391192","https://openalex.org/I4210101099","https://openalex.org/I52170813"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.385,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.78913738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":"2","first_page":"122","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9994999766349792,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994000196456909,"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/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/salinity","display_name":"Salinity","score":0.7246577739715576},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6735167503356934},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.6272983551025391},{"id":"https://openalex.org/keywords/soil-salinity","display_name":"Soil salinity","score":0.6217371821403503},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6204619407653809},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5573362112045288},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.5147174000740051},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.5060872435569763},{"id":"https://openalex.org/keywords/shortwave","display_name":"Shortwave","score":0.44594940543174744},{"id":"https://openalex.org/keywords/enhanced-vegetation-index","display_name":"Enhanced vegetation index","score":0.4388427436351776},{"id":"https://openalex.org/keywords/vegetation-index","display_name":"Vegetation Index","score":0.40978094935417175},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.40045395493507385},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.33956730365753174},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2871808111667633},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.20747783780097961},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.18067756295204163},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1302867829799652},{"id":"https://openalex.org/keywords/radiative-transfer","display_name":"Radiative transfer","score":0.11938947439193726},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06807810068130493}],"concepts":[{"id":"https://openalex.org/C129513315","wikidata":"https://www.wikidata.org/wiki/Q179615","display_name":"Salinity","level":2,"score":0.7246577739715576},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6735167503356934},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.6272983551025391},{"id":"https://openalex.org/C141650431","wikidata":"https://www.wikidata.org/wiki/Q754836","display_name":"Soil salinity","level":3,"score":0.6217371821403503},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6204619407653809},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5573362112045288},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.5147174000740051},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.5060872435569763},{"id":"https://openalex.org/C2776272892","wikidata":"https://www.wikidata.org/wiki/Q7502249","display_name":"Shortwave","level":3,"score":0.44594940543174744},{"id":"https://openalex.org/C78869512","wikidata":"https://www.wikidata.org/wiki/Q5378810","display_name":"Enhanced vegetation index","level":5,"score":0.4388427436351776},{"id":"https://openalex.org/C2780376076","wikidata":"https://www.wikidata.org/wiki/Q1499458","display_name":"Vegetation Index","level":4,"score":0.40978094935417175},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.40045395493507385},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.33956730365753174},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2871808111667633},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.20747783780097961},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.18067756295204163},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1302867829799652},{"id":"https://openalex.org/C74902906","wikidata":"https://www.wikidata.org/wiki/Q1190858","display_name":"Radiative transfer","level":2,"score":0.11938947439193726},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06807810068130493},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs9020122","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs9020122","pdf_url":"https://www.mdpi.com/2072-4292/9/2/122/pdf?version=1486969677","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:f4fc6775a6f145e087e39326321f3ebb","is_oa":true,"landing_page_url":"https://doaj.org/article/f4fc6775a6f145e087e39326321f3ebb","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 9, Iss 2, p 122 (2017)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/9/2/122/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs9020122","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 9; Issue 2; Pages: 122","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs9020122","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs9020122","pdf_url":"https://www.mdpi.com/2072-4292/9/2/122/pdf?version=1486969677","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","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2583211975.pdf","grobid_xml":"https://content.openalex.org/works/W2583211975.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W812259213","https://openalex.org/W1542860649","https://openalex.org/W1551957668","https://openalex.org/W1554230853","https://openalex.org/W1967569899","https://openalex.org/W1967904592","https://openalex.org/W1968894504","https://openalex.org/W1969307570","https://openalex.org/W1972664953","https://openalex.org/W1976022596","https://openalex.org/W1979204143","https://openalex.org/W1979932881","https://openalex.org/W1988252163","https://openalex.org/W1991039337","https://openalex.org/W1994497829","https://openalex.org/W1995107860","https://openalex.org/W2002190180","https://openalex.org/W2030625477","https://openalex.org/W2036779334","https://openalex.org/W2040611841","https://openalex.org/W2043359577","https://openalex.org/W2046404820","https://openalex.org/W2048419000","https://openalex.org/W2051011878","https://openalex.org/W2053468884","https://openalex.org/W2059554045","https://openalex.org/W2077954646","https://openalex.org/W2081255089","https://openalex.org/W2082110213","https://openalex.org/W2083955053","https://openalex.org/W2084312863","https://openalex.org/W2091602987","https://openalex.org/W2094626526","https://openalex.org/W2096990904","https://openalex.org/W2097040016","https://openalex.org/W2102068507","https://openalex.org/W2105234631","https://openalex.org/W2109606373","https://openalex.org/W2114750357","https://openalex.org/W2133098735","https://openalex.org/W2139217041","https://openalex.org/W2163799898","https://openalex.org/W2165993842","https://openalex.org/W2166149389","https://openalex.org/W2478631177","https://openalex.org/W2481481493","https://openalex.org/W2487078929","https://openalex.org/W2506802353","https://openalex.org/W6622835231"],"related_works":["https://openalex.org/W2523770623","https://openalex.org/W2988456953","https://openalex.org/W2413001789","https://openalex.org/W2947484693","https://openalex.org/W2047826950","https://openalex.org/W2593077254","https://openalex.org/W3091903046","https://openalex.org/W4281681251","https://openalex.org/W2980620293","https://openalex.org/W2583211975"],"abstract_inverted_index":{"Salinization":[0],"of":[1,26,160,201],"irrigated":[2],"lands":[3],"in":[4,12,40,73,79,152,194],"the":[5,32,41,57,60,85,134,170,185,216,227],"semi-arid":[6],"Jezreel":[7],"Valley,":[8],"Northern":[9],"Israel":[10],"results":[11],"soil-structure":[13],"deterioration":[14],"and":[15,36,52,107,143,219],"crop":[16],"damage.":[17],"We":[18,183],"formulated":[19],"a":[20,180,202,211],"generic":[21],"rule":[22],"for":[23,116,141,147,175],"estimating":[24],"salinity":[25,80,150,178,196,205,230],"different":[27,37,92],"vegetation":[28,177,195,204,229],"types":[29],"by":[30,164],"studying":[31],"relationship":[33],"between":[34,213],"Cl/Na":[35],"spectral":[38,46,75,101,111,162,173],"slopes":[39],"visible\u2013near":[42],"infrared\u2013shortwave":[43],"infrared":[44],"(VIS\u2013NIR\u2013SWIR)":[45],"range":[47],"using":[48,96,100,109,133],"both":[49],"field":[50,58],"measurements":[51],"satellite":[53,181],"imagery":[54],"(Sentinel-2).":[55],"For":[56],"study,":[59],"slope-based":[61,135],"model":[62,115,137],"was":[63,120,207,224],"integrated":[64],"with":[65],"conventional":[66],"partial":[67],"least":[68],"squares":[69],"(PLS)":[70],"analyses.":[71],"Differences":[72],"14":[74],"ranges,":[76],"indicating":[77],"changes":[78],"levels,":[81],"were":[82,94,131],"identified":[83],"across":[84,104],"VIS\u2013NIR\u2013SWIR":[86],"region":[87],"(350\u20132500":[88],"nm).":[89],"Next,":[90],"two":[91],"models":[93],"run":[95],"PLS":[97,136],"regression:":[98],"(i)":[99],"slope":[102],"data":[103],"these":[105],"ranges;":[106],"(ii)":[108],"preprocessed":[110],"reflectance.":[112],"The":[113,198],"best":[114,199],"predicting":[117],"Cl":[118,142],"content":[119],"based":[121,209],"on":[122,210],"continuum":[123],"removal":[124],"reflectance":[125],"(R2":[126,138],"=":[127,139,145],"0.84).":[128],"Satisfactory":[129],"correlations":[130],"obtained":[132],"0.77":[140],"R2":[144],"0.63":[146],"Na).":[148],"Thus,":[149],"contents":[151],"fresh":[153],"plants":[154],"could":[155],"be":[156],"estimated,":[157],"despite":[158],"masking":[159],"some":[161],"regions":[163],"water":[165],"absorbance.":[166],"Finally,":[167],"we":[168],"estimated":[169],"most":[171],"sensitive":[172],"channels":[174],"monitoring":[176],"from":[179],"perspective.":[182],"evaluated":[184],"recently":[186],"available":[187],"Sentinel-2":[188],"imagery\u2019s":[189],"ability":[190],"to":[191],"distinguish":[192],"variability":[193],"levels.":[197],"estimate":[200],"Sentinel-2-based":[203,228],"index":[206,223,231],"generated":[208],"ratio":[212],"calculated":[214],"slopes:":[215],"490\u2013665":[217],"nm":[218],"705\u20131610":[220],"nm.":[221],"This":[222],"denoted":[225],"as":[226],"(SVSI)":[232],"(band":[233],"4":[234],"\u2212":[235],"band":[236,240],"2)/(band":[237],"5":[238],"+":[239],"11).":[241]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2017-02-10T00:00:00"}