{"id":"https://openalex.org/W2029540905","doi":"https://doi.org/10.3390/rs5073331","title":"A Remote-Sensing Driven Tool for Estimating Crop Stress and Yields","display_name":"A Remote-Sensing Driven Tool for Estimating Crop Stress and Yields","publication_year":2013,"publication_date":"2013-07-12","ids":{"openalex":"https://openalex.org/W2029540905","doi":"https://doi.org/10.3390/rs5073331","mag":"2029540905"},"language":"en","primary_location":{"id":"doi:10.3390/rs5073331","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5073331","pdf_url":"https://www.mdpi.com/2072-4292/5/7/3331/pdf?version=1403132728","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/2072-4292/5/7/3331/pdf?version=1403132728","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085360556","display_name":"Vikalp Mishra","orcid":"https://orcid.org/0000-0003-1436-8044"},"institutions":[{"id":"https://openalex.org/I4210108285","display_name":"National Space Science and Technology Center","ror":"https://ror.org/01s3dpm97","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210108285","https://openalex.org/I82495205"]},{"id":"https://openalex.org/I82495205","display_name":"University of Alabama in Huntsville","ror":"https://ror.org/02zsxwr40","country_code":"US","type":"education","lineage":["https://openalex.org/I82495205"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vikalp Mishra","raw_affiliation_strings":["Earth Systems Science Center, National Space Science and Technology Center,  University of Alabama in Huntsville, 320 Sparkman Drive, Huntsville, AL 35805, USA","Earth Systems Science Center, National Space Science and Technology Center, University of Alabama in Huntsville, 320 Sparkman Drive, Huntsville, AL 35805, USA"],"affiliations":[{"raw_affiliation_string":"Earth Systems Science Center, National Space Science and Technology Center,  University of Alabama in Huntsville, 320 Sparkman Drive, Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I4210108285"]},{"raw_affiliation_string":"Earth Systems Science Center, National Space Science and Technology Center, University of Alabama in Huntsville, 320 Sparkman Drive, Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I4210108285","https://openalex.org/I82495205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109483801","display_name":"J. F. Cruise","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108285","display_name":"National Space Science and Technology Center","ror":"https://ror.org/01s3dpm97","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210108285","https://openalex.org/I82495205"]},{"id":"https://openalex.org/I82495205","display_name":"University of Alabama in Huntsville","ror":"https://ror.org/02zsxwr40","country_code":"US","type":"education","lineage":["https://openalex.org/I82495205"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"James Cruise","raw_affiliation_strings":["Earth Systems Science Center, National Space Science and Technology Center,  University of Alabama in Huntsville, 320 Sparkman Drive, Huntsville, AL 35805, USA","Earth Systems Science Center, National Space Science and Technology Center, University of Alabama in Huntsville, 320 Sparkman Drive, Huntsville, AL 35805, USA"],"affiliations":[{"raw_affiliation_string":"Earth Systems Science Center, National Space Science and Technology Center,  University of Alabama in Huntsville, 320 Sparkman Drive, Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I4210108285"]},{"raw_affiliation_string":"Earth Systems Science Center, National Space Science and Technology Center, University of Alabama in Huntsville, 320 Sparkman Drive, Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I4210108285","https://openalex.org/I82495205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007562385","display_name":"John R. Mecikalski","orcid":"https://orcid.org/0000-0003-1367-8075"},"institutions":[{"id":"https://openalex.org/I82495205","display_name":"University of Alabama in Huntsville","ror":"https://ror.org/02zsxwr40","country_code":"US","type":"education","lineage":["https://openalex.org/I82495205"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Mecikalski","raw_affiliation_strings":["Atmospheric Science Department, University of Alabama in Huntsville, 320 Sparkman Drive, Huntsville, AL 35805, USA"],"affiliations":[{"raw_affiliation_string":"Atmospheric Science Department, University of Alabama in Huntsville, 320 Sparkman Drive, Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I82495205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072480434","display_name":"Christopher Hain","orcid":"https://orcid.org/0000-0002-0093-6816"},"institutions":[{"id":"https://openalex.org/I4210144776","display_name":"Earth System Science Interdisciplinary Center","ror":"https://ror.org/042607708","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210144776","https://openalex.org/I66946132"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Hain","raw_affiliation_strings":["Earth System Science Interdisciplinary Center, University of Maryland-College Park, College Park, MD 20740, USA"],"affiliations":[{"raw_affiliation_string":"Earth System Science Interdisciplinary Center, University of Maryland-College Park, College Park, MD 20740, USA","institution_ids":["https://openalex.org/I4210144776","https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082926470","display_name":"Martha C. Anderson","orcid":"https://orcid.org/0000-0003-0748-5525"},"institutions":[{"id":"https://openalex.org/I1312222531","display_name":"Agricultural Research Service","ror":"https://ror.org/02d2m2044","country_code":"US","type":"government","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307"]},{"id":"https://openalex.org/I1336096307","display_name":"United States Department of Agriculture","ror":"https://ror.org/01na82s61","country_code":"US","type":"government","lineage":["https://openalex.org/I1336096307"]},{"id":"https://openalex.org/I4210125976","display_name":"Beltsville Agricultural Research Center","ror":"https://ror.org/03b08sh51","country_code":"US","type":"facility","lineage":["https://openalex.org/I1312222531","https://openalex.org/I1336096307","https://openalex.org/I4210125976","https://openalex.org/I4210138094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martha Anderson","raw_affiliation_strings":["Hydrology and Remote Sensing Laboratory, USDA Agricultural Research Service, Beltsville,  MD 20705, USA","Hydrology and Remote Sensing Laboratory, USDA Agricultural Research Service, Beltsville, MD 20705, USA"],"affiliations":[{"raw_affiliation_string":"Hydrology and Remote Sensing Laboratory, USDA Agricultural Research Service, Beltsville,  MD 20705, USA","institution_ids":["https://openalex.org/I4210125976","https://openalex.org/I1336096307"]},{"raw_affiliation_string":"Hydrology and Remote Sensing Laboratory, USDA Agricultural Research Service, Beltsville, MD 20705, USA","institution_ids":["https://openalex.org/I4210125976","https://openalex.org/I1312222531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5109483801"],"corresponding_institution_ids":["https://openalex.org/I4210108285","https://openalex.org/I82495205"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.3895,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.87127425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"5","issue":"7","first_page":"3331","last_page":"3356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9994000196456909,"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":0.9994000196456909,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9944999814033508,"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":0.7868335843086243},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.6397584676742554},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.5826032757759094},{"id":"https://openalex.org/keywords/forcing","display_name":"Forcing (mathematics)","score":0.5028573870658875},{"id":"https://openalex.org/keywords/dssat","display_name":"DSSAT","score":0.4848807752132416},{"id":"https://openalex.org/keywords/irrigation","display_name":"Irrigation","score":0.458017498254776},{"id":"https://openalex.org/keywords/moisture","display_name":"Moisture","score":0.4426814317703247},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.42930951714515686},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.4134681522846222},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.3264389634132385},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3158959150314331},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.1504356861114502},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11905783414840698},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07542487978935242}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7868335843086243},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.6397584676742554},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.5826032757759094},{"id":"https://openalex.org/C197115733","wikidata":"https://www.wikidata.org/wiki/Q1003136","display_name":"Forcing (mathematics)","level":2,"score":0.5028573870658875},{"id":"https://openalex.org/C2777399377","wikidata":"https://www.wikidata.org/wiki/Q17073957","display_name":"DSSAT","level":3,"score":0.4848807752132416},{"id":"https://openalex.org/C88862950","wikidata":"https://www.wikidata.org/wiki/Q11453","display_name":"Irrigation","level":2,"score":0.458017498254776},{"id":"https://openalex.org/C176864760","wikidata":"https://www.wikidata.org/wiki/Q217651","display_name":"Moisture","level":2,"score":0.4426814317703247},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.42930951714515686},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.4134681522846222},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.3264389634132385},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3158959150314331},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.1504356861114502},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11905783414840698},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07542487978935242},{"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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs5073331","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5073331","pdf_url":"https://www.mdpi.com/2072-4292/5/7/3331/pdf?version=1403132728","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:CiteSeerX.psu:10.1.1.360.6051","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.360.6051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mdpi.com/2072-4292/5/7/3331/pdf/","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:387442e4eadf48bb8331b8205d213fe6","is_oa":true,"landing_page_url":"https://doaj.org/article/387442e4eadf48bb8331b8205d213fe6","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 5, Iss 7, Pp 3331-3356 (2013)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/5/7/3331/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs5073331","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/rs5073331","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs5073331","pdf_url":"https://www.mdpi.com/2072-4292/5/7/3331/pdf?version=1403132728","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":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G5751959866","display_name":null,"funder_award_id":"2011-67004-30334","funder_id":"https://openalex.org/F4320306114","funder_display_name":"U.S. Department of Agriculture"},{"id":"https://openalex.org/G7711794572","display_name":null,"funder_award_id":"GOES-R","funder_id":"https://openalex.org/F4320332181","funder_display_name":"National Oceanic and Atmospheric Administration"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306114","display_name":"U.S. Department of Agriculture","ror":"https://ror.org/01na82s61"},{"id":"https://openalex.org/F4320332181","display_name":"National Oceanic and Atmospheric Administration","ror":"https://ror.org/02z5nhe81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2029540905.pdf","grobid_xml":"https://content.openalex.org/works/W2029540905.grobid-xml"},"referenced_works_count":72,"referenced_works":["https://openalex.org/W44958200","https://openalex.org/W98486258","https://openalex.org/W100735695","https://openalex.org/W636091729","https://openalex.org/W1483093516","https://openalex.org/W1483542850","https://openalex.org/W1506585154","https://openalex.org/W1555772859","https://openalex.org/W1574538209","https://openalex.org/W1581720653","https://openalex.org/W1598862510","https://openalex.org/W1662579755","https://openalex.org/W1969256532","https://openalex.org/W1977109485","https://openalex.org/W1977911687","https://openalex.org/W1978011815","https://openalex.org/W1978421368","https://openalex.org/W1984443733","https://openalex.org/W1984463038","https://openalex.org/W1987837860","https://openalex.org/W1988512587","https://openalex.org/W1988743541","https://openalex.org/W1989669046","https://openalex.org/W1990874001","https://openalex.org/W1995837891","https://openalex.org/W1995875735","https://openalex.org/W2003932355","https://openalex.org/W2007574681","https://openalex.org/W2008935988","https://openalex.org/W2010979673","https://openalex.org/W2015870287","https://openalex.org/W2015975856","https://openalex.org/W2018956353","https://openalex.org/W2020449875","https://openalex.org/W2024951250","https://openalex.org/W2031295113","https://openalex.org/W2032089133","https://openalex.org/W2032558547","https://openalex.org/W2038136715","https://openalex.org/W2041036746","https://openalex.org/W2048653317","https://openalex.org/W2052329712","https://openalex.org/W2059714955","https://openalex.org/W2066831028","https://openalex.org/W2071282046","https://openalex.org/W2071312282","https://openalex.org/W2078399286","https://openalex.org/W2087007067","https://openalex.org/W2087105362","https://openalex.org/W2087478452","https://openalex.org/W2091601871","https://openalex.org/W2096383421","https://openalex.org/W2101225175","https://openalex.org/W2109395112","https://openalex.org/W2117427339","https://openalex.org/W2118053982","https://openalex.org/W2118499724","https://openalex.org/W2130534289","https://openalex.org/W2134187279","https://openalex.org/W2138408852","https://openalex.org/W2139347645","https://openalex.org/W2143823830","https://openalex.org/W2147611675","https://openalex.org/W2158883105","https://openalex.org/W2164254717","https://openalex.org/W2167255107","https://openalex.org/W2172396214","https://openalex.org/W2172609192","https://openalex.org/W4252028749","https://openalex.org/W4285719527","https://openalex.org/W6647545365","https://openalex.org/W6677489721"],"related_works":["https://openalex.org/W1966109204","https://openalex.org/W2892306107","https://openalex.org/W3045742537","https://openalex.org/W4386397141","https://openalex.org/W4229457566","https://openalex.org/W2026148167","https://openalex.org/W183281496","https://openalex.org/W4318339370","https://openalex.org/W2511763078","https://openalex.org/W4321196234"],"abstract_inverted_index":{"Biophysical":[0],"crop":[1,71,156],"simulation":[2,157],"models":[3,33,66,102],"are":[4,21,58,89],"normally":[5],"forced":[6,177],"with":[7,11,67,103,178,189,193],"precipitation":[8,50,57,90],"data":[9,95,198],"recorded":[10,230],"either":[12,49],"gauges":[13],"or":[14,51],"ground-based":[15,18],"radar.":[16],"However,":[17,74],"recording":[19],"networks":[20],"not":[22,60],"available":[23],"at":[24,34],"spatial":[25],"and":[26,168,192,218],"temporal":[27],"scales":[28],"needed":[29],"to":[30,44,124,145,200,225],"drive":[31],"the":[32,65,101,115,147,175,179,194,203,208,213],"many":[35],"critical":[36],"places":[37],"on":[38],"earth.":[39],"An":[40],"alternative":[41],"would":[42],"be":[43,97],"employ":[45],"satellite-based":[46],"observations":[47,55],"of":[48,56,63,76,99,133,163,166,222,229],"soil":[52,77,128,138,209],"moisture.":[53],"Satellite":[54],"currently":[59],"considered":[61],"capable":[62,98],"forcing":[64,100],"sufficient":[68,223],"accuracy":[69],"for":[70,130,152],"yield":[72,184],"predictions.":[73],"deduction":[75],"moisture":[78,129,139,181,210],"from":[79,212],"space-based":[80],"platforms":[81],"is":[82],"in":[83,143],"a":[84,109,164,233],"more":[85],"advanced":[86],"state":[87],"than":[88],"estimates":[91,140,182],"so":[92],"that":[93,174,186,202],"these":[94],"may":[96],"better":[104],"accuracy.":[105],"In":[106],"this":[107,219],"study,":[108],"mature":[110],"two-source":[111],"energy":[112],"balance":[113],"model,":[114,121],"Atmosphere":[116],"Land":[117],"Exchange":[118],"Inverse":[119],"(ALEXI)":[120],"was":[122,221],"used":[123,142],"deduce":[125],"root":[126],"zone":[127],"an":[131],"area":[132,161],"North":[134],"Alabama,":[135],"USA.":[136],"The":[137,159,171,197],"were":[141],"turn":[144],"force":[146],"state-of-the-art":[148],"Decision":[149],"Support":[150],"System":[151],"Agrotechnology":[153],"Transfer":[154],"(DSSAT)":[155],"model.":[158,196],"study":[160],"consisted":[162],"mixture":[165],"rainfed":[167,195],"irrigated":[169],"cornfields.":[170],"results":[172],"indicate":[173,201],"model":[176,205],"ALEXI":[180,204],"produced":[183],"simulations":[185,228],"compared":[187],"favorably":[188],"observed":[190],"yields":[191,231],"appear":[199],"did":[206],"detect":[207],"signal":[211,220],"mixed":[214],"rainfed/irrigation":[215],"corn":[216],"fields":[217],"strength":[224],"produce":[226],"adequate":[227],"over":[232],"10":[234],"year":[235],"period.":[236]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2018,"cited_by_count":5},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}