{"id":"https://openalex.org/W4378229563","doi":"https://doi.org/10.3390/rs15112736","title":"The Feasibility of Remotely Sensed Near-Infrared Reflectance for Soil Moisture Estimation for Agricultural Water Management","display_name":"The Feasibility of Remotely Sensed Near-Infrared Reflectance for Soil Moisture Estimation for Agricultural Water Management","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4378229563","doi":"https://doi.org/10.3390/rs15112736"},"language":"en","primary_location":{"id":"doi:10.3390/rs15112736","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15112736","pdf_url":"https://www.mdpi.com/2072-4292/15/11/2736/pdf?version=1684941036","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/2072-4292/15/11/2736/pdf?version=1684941036","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026060002","display_name":"Ebrahim Babaeian","orcid":"https://orcid.org/0000-0001-7902-3763"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ebrahim Babaeian","raw_affiliation_strings":["Department of Soil, Water, and Ecosystem Sciences, University of Florida, Gainesville, FL 32611, USA"],"affiliations":[{"raw_affiliation_string":"Department of Soil, Water, and Ecosystem Sciences, University of Florida, Gainesville, FL 32611, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012038977","display_name":"Markus Tuller","orcid":"https://orcid.org/0000-0003-3659-2768"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Markus Tuller","raw_affiliation_strings":["Department of Environmental Science, The University of Arizona, Tucson, AZ 85721, USA"],"affiliations":[{"raw_affiliation_string":"Department of Environmental Science, The University of Arizona, Tucson, AZ 85721, USA","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5012038977"],"corresponding_institution_ids":["https://openalex.org/I138006243"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.0825,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.73462617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"15","issue":"11","first_page":"2736","last_page":"2736"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":1.0,"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/T11312","display_name":"Soil Moisture and Remote Sensing","score":1.0,"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/T11404","display_name":"Irrigation Practices and Water Management","score":0.9962999820709229,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9961000084877014,"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/environmental-science","display_name":"Environmental science","score":0.7790470123291016},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.728238046169281},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6949020624160767},{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.652245283126831},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.6358387470245361},{"id":"https://openalex.org/keywords/reflectometry","display_name":"Reflectometry","score":0.522517204284668},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.4834338426589966},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.47512131929397583},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.3755103349685669},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.32792234420776367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.1725429892539978},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.16825473308563232},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.15144464373588562},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11393162608146667},{"id":"https://openalex.org/keywords/time-domain","display_name":"Time domain","score":0.1052865982055664},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07388871908187866}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7790470123291016},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.728238046169281},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6949020624160767},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.652245283126831},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.6358387470245361},{"id":"https://openalex.org/C2778925768","wikidata":"https://www.wikidata.org/wiki/Q3454718","display_name":"Reflectometry","level":3,"score":0.522517204284668},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.4834338426589966},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.47512131929397583},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.3755103349685669},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.32792234420776367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.1725429892539978},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.16825473308563232},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.15144464373588562},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11393162608146667},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.1052865982055664},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07388871908187866},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","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/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs15112736","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15112736","pdf_url":"https://www.mdpi.com/2072-4292/15/11/2736/pdf?version=1684941036","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:repository.arizona.edu:10150/674520","is_oa":true,"landing_page_url":"http://hdl.handle.net/10150/674520","pdf_url":"https://repository.arizona.edu/bitstream/10150/674520/1/remotesensing-15-02736.pdf","source":{"id":"https://openalex.org/S4306400271","display_name":"UA Campus Repository (The University of Arizona)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138006243","host_organization_name":"University of Arizona","host_organization_lineage":["https://openalex.org/I138006243"],"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":"Article"},{"id":"pmh:oai:doaj.org/article:b7d4e853100b4c619ac95fc3d889ac72","is_oa":true,"landing_page_url":"https://doaj.org/article/b7d4e853100b4c619ac95fc3d889ac72","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 11, p 2736 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/11/2736/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15112736","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 15; Issue 11; Pages: 2736","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15112736","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15112736","pdf_url":"https://www.mdpi.com/2072-4292/15/11/2736/pdf?version=1684941036","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":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G2464407085","display_name":null,"funder_award_id":"NIFA Hatch","funder_id":"https://openalex.org/F4320306114","funder_display_name":"U.S. Department of Agriculture"},{"id":"https://openalex.org/G3055825531","display_name":null,"funder_award_id":"-1370600-R21-189","funder_id":"https://openalex.org/F4320332299","funder_display_name":"National Institute of Food and Agriculture"},{"id":"https://openalex.org/G3626507912","display_name":null,"funder_award_id":"ARZT-1370600-R21-189","funder_id":"https://openalex.org/F4320332299","funder_display_name":"National Institute of Food and Agriculture"},{"id":"https://openalex.org/G3890658974","display_name":null,"funder_award_id":"Hatch","funder_id":"https://openalex.org/F4320306114","funder_display_name":"U.S. Department of Agriculture"},{"id":"https://openalex.org/G5051817098","display_name":null,"funder_award_id":"2020-67019-31028","funder_id":"https://openalex.org/F4320332299","funder_display_name":"National Institute of Food and Agriculture"},{"id":"https://openalex.org/G7760019652","display_name":null,"funder_award_id":"67019","funder_id":"https://openalex.org/F4320306114","funder_display_name":"U.S. Department of Agriculture"}],"funders":[{"id":"https://openalex.org/F4320306114","display_name":"U.S. Department of Agriculture","ror":"https://ror.org/01na82s61"},{"id":"https://openalex.org/F4320332299","display_name":"National Institute of Food and Agriculture","ror":"https://ror.org/05qx3fv49"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4378229563.pdf"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1057815050","https://openalex.org/W1533384740","https://openalex.org/W1555772859","https://openalex.org/W1963843573","https://openalex.org/W1966854945","https://openalex.org/W1984095147","https://openalex.org/W2011150518","https://openalex.org/W2024380184","https://openalex.org/W2038782607","https://openalex.org/W2039348932","https://openalex.org/W2042326851","https://openalex.org/W2058232479","https://openalex.org/W2063422594","https://openalex.org/W2107204862","https://openalex.org/W2132549823","https://openalex.org/W2162604832","https://openalex.org/W2168622160","https://openalex.org/W2175041384","https://openalex.org/W2307381080","https://openalex.org/W2579329876","https://openalex.org/W2581668508","https://openalex.org/W2620888648","https://openalex.org/W2801531238","https://openalex.org/W2808563725","https://openalex.org/W2923750943"],"related_works":["https://openalex.org/W3207046288","https://openalex.org/W2140036717","https://openalex.org/W2091193607","https://openalex.org/W3023446922","https://openalex.org/W4324030030","https://openalex.org/W4392566681","https://openalex.org/W1980260791","https://openalex.org/W4385533602","https://openalex.org/W2035752977","https://openalex.org/W2597922112"],"abstract_inverted_index":{"In-depth":[0],"knowledge":[1],"about":[2],"soil":[3,31,70,88,114,140],"moisture":[4,32,71,89,115],"dynamics":[5],"is":[6,59,145],"crucial":[7],"for":[8,30,38,63,126,136,153],"irrigation":[9,40,129],"management":[10,130],"in":[11],"precision":[12,39,128],"agriculture.":[13],"This":[14],"study":[15],"evaluates":[16],"the":[17,53,79,99,103,112,120,149,154],"feasibility":[18],"of":[19,67,78],"high":[20],"spatial":[21],"resolution":[22],"near-infrared":[23,48],"remote":[24],"sensing":[25],"with":[26,86,91,111],"unmanned":[27],"aerial":[28],"systems":[29],"estimation":[33,64],"to":[34,107,147],"provide":[35],"decision":[36],"support":[37],"management.":[41],"A":[42],"new":[43],"trapezoid":[44,105],"model":[45,106],"based":[46,101],"on":[47,102],"transformed":[49],"reflectance":[50],"(NTR)":[51],"and":[52,61,65,72,142],"normalized":[54],"difference":[55],"vegetation":[56],"index":[57],"(NDVI)":[58],"introduced":[60],"used":[62],"mapping":[66],"root":[68],"zone":[69],"plant":[73],"extractable":[74],"water.":[75],"The":[76],"performance":[77],"proposed":[80],"approach":[81,122,151],"was":[82],"evaluated":[83],"via":[84],"comparison":[85],"ground":[87,113],"measurements":[90],"advanced":[92],"time":[93],"domain":[94],"reflectometry":[95],"sensors.":[96],"We":[97,117],"found":[98],"estimates":[100],"NTR\u2212NDVI":[104],"be":[108],"highly":[109],"correlated":[110],"measurements.":[116],"believe":[118],"that":[119,133],"presented":[121,150],"shows":[123],"great":[124],"potential":[125],"farm-scale":[127],"but":[131],"acknowledge":[132],"more":[134],"research":[135],"different":[137],"cropping":[138],"systems,":[139],"textures,":[141],"climatic":[143],"conditions":[144],"needed":[146],"make":[148],"viable":[152],"application":[155],"by":[156],"crop":[157],"producers.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2023-05-26T00:00:00"}
