{"id":"https://openalex.org/W3151654234","doi":"https://doi.org/10.3390/rs13071276","title":"Detecting Desert Locust Breeding Grounds: A Satellite-Assisted Modeling Approach","display_name":"Detecting Desert Locust Breeding Grounds: A Satellite-Assisted Modeling Approach","publication_year":2021,"publication_date":"2021-03-27","ids":{"openalex":"https://openalex.org/W3151654234","doi":"https://doi.org/10.3390/rs13071276","mag":"3151654234"},"language":"en","primary_location":{"id":"doi:10.3390/rs13071276","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13071276","pdf_url":"https://www.mdpi.com/2072-4292/13/7/1276/pdf?version=1617937321","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/2072-4292/13/7/1276/pdf?version=1617937321","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060579746","display_name":"W. L. Ellenburg","orcid":"https://orcid.org/0000-0003-0952-927X"},"institutions":[{"id":"https://openalex.org/I1294504835","display_name":"Marshall Space Flight Center","ror":"https://ror.org/02epydz83","country_code":"US","type":"facility","lineage":["https://openalex.org/I1294504835","https://openalex.org/I4210124779"]},{"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":"W. Lee Ellenburg","raw_affiliation_strings":["Earth System Science Center, The University of Alabama in Huntsville, 320 Sparkman Dr., Huntsville, AL 35805, USA","NASA SERVIR Science Coordination Office, Marshall Space Flight Center, 320 Sparkman Dr., Huntsville, AL 35805, USA"],"affiliations":[{"raw_affiliation_string":"Earth System Science Center, The University of Alabama in Huntsville, 320 Sparkman Dr., Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I82495205"]},{"raw_affiliation_string":"NASA SERVIR Science Coordination Office, Marshall Space Flight Center, 320 Sparkman Dr., Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I1294504835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085360556","display_name":"Vikalp Mishra","orcid":"https://orcid.org/0000-0003-1436-8044"},"institutions":[{"id":"https://openalex.org/I1294504835","display_name":"Marshall Space Flight Center","ror":"https://ror.org/02epydz83","country_code":"US","type":"facility","lineage":["https://openalex.org/I1294504835","https://openalex.org/I4210124779"]},{"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 System Science Center, The University of Alabama in Huntsville, 320 Sparkman Dr., Huntsville, AL 35805, USA","NASA SERVIR Science Coordination Office, Marshall Space Flight Center, 320 Sparkman Dr., Huntsville, AL 35805, USA"],"affiliations":[{"raw_affiliation_string":"Earth System Science Center, The University of Alabama in Huntsville, 320 Sparkman Dr., Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I82495205"]},{"raw_affiliation_string":"NASA SERVIR Science Coordination Office, Marshall Space Flight Center, 320 Sparkman Dr., Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I1294504835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080110558","display_name":"J. Brent Roberts","orcid":"https://orcid.org/0000-0002-9706-2667"},"institutions":[{"id":"https://openalex.org/I1294504835","display_name":"Marshall Space Flight Center","ror":"https://ror.org/02epydz83","country_code":"US","type":"facility","lineage":["https://openalex.org/I1294504835","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason B. Roberts","raw_affiliation_strings":["NASA SERVIR Science Coordination Office, Marshall Space Flight Center, 320 Sparkman Dr., Huntsville, AL 35805, USA"],"affiliations":[{"raw_affiliation_string":"NASA SERVIR Science Coordination Office, Marshall Space Flight Center, 320 Sparkman Dr., Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I1294504835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110796646","display_name":"Ashutosh Limaye","orcid":null},"institutions":[{"id":"https://openalex.org/I1294504835","display_name":"Marshall Space Flight Center","ror":"https://ror.org/02epydz83","country_code":"US","type":"facility","lineage":["https://openalex.org/I1294504835","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashutosh S. Limaye","raw_affiliation_strings":["NASA SERVIR Science Coordination Office, Marshall Space Flight Center, 320 Sparkman Dr., Huntsville, AL 35805, USA"],"affiliations":[{"raw_affiliation_string":"NASA SERVIR Science Coordination Office, Marshall Space Flight Center, 320 Sparkman Dr., Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I1294504835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021248101","display_name":"Jonathan L. Case","orcid":"https://orcid.org/0000-0002-0846-5836"},"institutions":[{"id":"https://openalex.org/I1294504835","display_name":"Marshall Space Flight Center","ror":"https://ror.org/02epydz83","country_code":"US","type":"facility","lineage":["https://openalex.org/I1294504835","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan L. Case","raw_affiliation_strings":["ENSCO, Inc., Huntsville, AL 35805, USA","NASA Short-Term Prediction Research and Transition (SPoRT) Center, Marshall Space Flight Center, Huntsville, AL 35805, USA"],"affiliations":[{"raw_affiliation_string":"ENSCO, Inc., Huntsville, AL 35805, USA","institution_ids":[]},{"raw_affiliation_string":"NASA Short-Term Prediction Research and Transition (SPoRT) Center, Marshall Space Flight Center, Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I1294504835"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084542310","display_name":"Clay Blankenship","orcid":"https://orcid.org/0000-0001-5272-8018"},"institutions":[{"id":"https://openalex.org/I1294504835","display_name":"Marshall Space Flight Center","ror":"https://ror.org/02epydz83","country_code":"US","type":"facility","lineage":["https://openalex.org/I1294504835","https://openalex.org/I4210124779"]},{"id":"https://openalex.org/I1329765538","display_name":"Universities Space Research Association","ror":"https://ror.org/043pgqy52","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1329765538"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Clay B. Blankenship","raw_affiliation_strings":["NASA Short-Term Prediction Research and Transition (SPoRT) Center, Marshall Space Flight Center, Huntsville, AL 35805, USA","Universities Space Research Association, Huntsville, AL 35805, USA"],"affiliations":[{"raw_affiliation_string":"NASA Short-Term Prediction Research and Transition (SPoRT) Center, Marshall Space Flight Center, Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I1294504835"]},{"raw_affiliation_string":"Universities Space Research Association, Huntsville, AL 35805, USA","institution_ids":["https://openalex.org/I1329765538"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037343730","display_name":"Keith Cressman","orcid":null},"institutions":[{"id":"https://openalex.org/I1320745970","display_name":"Food and Agriculture Organization of the United Nations","ror":"https://ror.org/00pe0tf51","country_code":"IT","type":"government","lineage":["https://openalex.org/I1286959531","https://openalex.org/I1320745970"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Keith Cressman","raw_affiliation_strings":["United Nations Food and Agriculture Organization, 00153 Rome, Italy"],"affiliations":[{"raw_affiliation_string":"United Nations Food and Agriculture Organization, 00153 Rome, Italy","institution_ids":["https://openalex.org/I1320745970"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5060579746"],"corresponding_institution_ids":["https://openalex.org/I1294504835","https://openalex.org/I82495205"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":5.09,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.95199329,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"13","issue":"7","first_page":"1276","last_page":"1276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10895","display_name":"Species Distribution and Climate Change","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/T10089","display_name":"Avian ecology and behavior","score":0.9915000200271606,"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/T10174","display_name":"Animal Behavior and Reproduction","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/desert-locust","display_name":"Desert locust","score":0.9219977855682373},{"id":"https://openalex.org/keywords/locust","display_name":"Locust","score":0.7038227319717407},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6576721668243408},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.6373707056045532},{"id":"https://openalex.org/keywords/soil-texture","display_name":"Soil texture","score":0.5130792856216431},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.47208210825920105},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4415726065635681},{"id":"https://openalex.org/keywords/moisture","display_name":"Moisture","score":0.41130736470222473},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.3422279953956604},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.33511197566986084},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.31471821665763855},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.30587467551231384},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.2644585072994232},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.1804603934288025},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13439178466796875},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08870503306388855},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06787189841270447}],"concepts":[{"id":"https://openalex.org/C2779670156","wikidata":"https://www.wikidata.org/wiki/Q281634","display_name":"Desert locust","level":4,"score":0.9219977855682373},{"id":"https://openalex.org/C2776041477","wikidata":"https://www.wikidata.org/wiki/Q83931","display_name":"Locust","level":2,"score":0.7038227319717407},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6576721668243408},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.6373707056045532},{"id":"https://openalex.org/C175963888","wikidata":"https://www.wikidata.org/wiki/Q5026010","display_name":"Soil texture","level":3,"score":0.5130792856216431},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.47208210825920105},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4415726065635681},{"id":"https://openalex.org/C176864760","wikidata":"https://www.wikidata.org/wiki/Q217651","display_name":"Moisture","level":2,"score":0.41130736470222473},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.3422279953956604},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.33511197566986084},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.31471821665763855},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.30587467551231384},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.2644585072994232},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1804603934288025},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13439178466796875},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08870503306388855},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06787189841270447},{"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/C2781335186","wikidata":"https://www.wikidata.org/wiki/Q1313710","display_name":"Schistocerca","level":3,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13071276","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13071276","pdf_url":"https://www.mdpi.com/2072-4292/13/7/1276/pdf?version=1617937321","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:7a30b8a7d9c74e22a6076f065df8de9d","is_oa":true,"landing_page_url":"https://doaj.org/article/7a30b8a7d9c74e22a6076f065df8de9d","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 13, Iss 7, p 1276 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/7/1276/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13071276","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/rs13071276","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13071276","pdf_url":"https://www.mdpi.com/2072-4292/13/7/1276/pdf?version=1617937321","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","score":0.5799999833106995,"display_name":"Zero hunger"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320306115","display_name":"United States Agency for International Development","ror":"https://ror.org/01n6e6j62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3151654234.pdf","grobid_xml":"https://content.openalex.org/works/W3151654234.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W77979141","https://openalex.org/W1485504984","https://openalex.org/W1586402435","https://openalex.org/W1972736953","https://openalex.org/W1994214127","https://openalex.org/W1994900091","https://openalex.org/W1995598225","https://openalex.org/W2000189421","https://openalex.org/W2011781388","https://openalex.org/W2036857990","https://openalex.org/W2045982233","https://openalex.org/W2097601813","https://openalex.org/W2101225175","https://openalex.org/W2119007429","https://openalex.org/W2127559745","https://openalex.org/W2130364568","https://openalex.org/W2165283210","https://openalex.org/W2172819965","https://openalex.org/W2189896364","https://openalex.org/W2320584411","https://openalex.org/W2328900592","https://openalex.org/W2485158535","https://openalex.org/W2549552741","https://openalex.org/W2549951298","https://openalex.org/W2588003345","https://openalex.org/W2613398874","https://openalex.org/W2793017234","https://openalex.org/W2898962279","https://openalex.org/W2905565970","https://openalex.org/W2915235685","https://openalex.org/W2970549764","https://openalex.org/W3040014850","https://openalex.org/W3043471286","https://openalex.org/W3080289968","https://openalex.org/W6749480482","https://openalex.org/W6753048962"],"related_works":["https://openalex.org/W136088884","https://openalex.org/W2487698411","https://openalex.org/W4229776532","https://openalex.org/W2146097533","https://openalex.org/W2334733016","https://openalex.org/W2075385314","https://openalex.org/W2500404466","https://openalex.org/W3125095652","https://openalex.org/W2999431378","https://openalex.org/W1987320376"],"abstract_inverted_index":{"The":[0],"objective":[1],"of":[2,10,25,50,111,139,165],"this":[3,44,94,156],"study":[4],"is":[5],"to":[6,19,55,96,107,157,173],"evaluate":[7],"the":[8,22,48,66,84,99,104,116,123,133,140,144,163],"ability":[9,49],"soil":[11,30,52,124,129,161],"physical":[12],"characteristics":[13],"(i.e.,":[14],"texture":[15,33,125],"and":[16,32,36,88,102,147],"moisture":[17,31,53,130],"conditions)":[18],"better":[20],"understand":[21],"breeding":[23,112],"conditions":[24,39,119,169],"desert":[26,59],"locust":[27,60,81],"(DL).":[28],"Though":[29],"are":[34],"well-known":[35],"necessary":[37],"environmental":[38],"for":[40,143],"DL":[41,68,135],"breeding,":[42],"in":[43,70],"study,":[45],"we":[46],"highlight":[47],"model-derived":[51],"estimates":[54],"contribute":[56],"towards":[57],"broader":[58],"monitoring":[61],"activities.":[62],"We":[63,92],"focus":[64],"on":[65,177],"recent":[67],"upsurge":[69],"East":[71],"Africa":[72],"from":[73,83,98,171],"October":[74],"2019":[75],"though":[76],"June":[77],"2020,":[78],"utilizing":[79],"known":[80],"observations":[82],"United":[85],"Nations":[86],"Food":[87],"Agriculture":[89],"Organization":[90],"(FAO).":[91],"compare":[93],"information":[95],"results":[97],"current":[100],"literature":[101],"combine":[103],"two":[105],"datasets":[106],"create":[108],"\u201coptimal":[109],"thresholds\u201d":[110],"conditions.":[113],"When":[114],"considering":[115],"most":[117],"optimal":[118,166],"(all":[120],"thresholds":[121],"met),":[122],"combined":[126],"with":[127],"modeled":[128],"content":[131],"predicted":[132],"estimated":[134],"egg-laying":[136],"period":[137],"62.5%":[138],"time.":[141],"Accounting":[142],"data":[145],"errors":[146],"uncertainties,":[148],"a":[149],"3":[150,152],"\u00d7":[151],"pixel":[153],"buffer":[154],"increased":[155],"85.2%.":[158],"By":[159],"including":[160],"moisture,":[162],"areas":[164],"egg":[167],"laying":[168],"decreased":[170],"33%":[172],"less":[174],"than":[175],"20%":[176],"average.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}