{"id":"https://openalex.org/W3194720110","doi":"https://doi.org/10.1016/j.ecoinf.2021.101400","title":"PS3: The Pheno-Synthesis software suite for integration and analysis of multi-scale, multi-platform phenological data","display_name":"PS3: The Pheno-Synthesis software suite for integration and analysis of multi-scale, multi-platform phenological data","publication_year":2021,"publication_date":"2021-08-16","ids":{"openalex":"https://openalex.org/W3194720110","doi":"https://doi.org/10.1016/j.ecoinf.2021.101400","mag":"3194720110"},"language":"en","primary_location":{"id":"doi:10.1016/j.ecoinf.2021.101400","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2021.101400","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.ecoinf.2021.101400","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006248635","display_name":"Jeffrey T. Morisette","orcid":"https://orcid.org/0000-0002-0483-0082"},"institutions":[{"id":"https://openalex.org/I4210140135","display_name":"Rocky Mountain Research Station","ror":"https://ror.org/04347cr60","country_code":"US","type":"government","lineage":["https://openalex.org/I1313416372","https://openalex.org/I1336096307","https://openalex.org/I4210140135"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jeffrey T. Morisette","raw_affiliation_strings":["U.S. Department of Agriculture Forest Service, Rocky Mountain Research Station, 240 West Prospect Road, Fort Collins, CO 80526, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Department of Agriculture Forest Service, Rocky Mountain Research Station, 240 West Prospect Road, Fort Collins, CO 80526, USA","institution_ids":["https://openalex.org/I4210140135"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060208978","display_name":"Katharyn Duffy","orcid":"https://orcid.org/0000-0001-6108-7718"},"institutions":[{"id":"https://openalex.org/I203172682","display_name":"Northern Arizona University","ror":"https://ror.org/0272j5188","country_code":"US","type":"education","lineage":["https://openalex.org/I203172682"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katharyn A. Duffy","raw_affiliation_strings":["School of Informatics, Computing, and Cyber Systems Northern Arizona University, 1295 S. Knoles Drive, Flagstaff, AZ 86004, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, Computing, and Cyber Systems Northern Arizona University, 1295 S. Knoles Drive, Flagstaff, AZ 86004, USA","institution_ids":["https://openalex.org/I203172682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048053140","display_name":"Jake F. Weltzin","orcid":"https://orcid.org/0000-0001-8641-6645"},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"funder","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jake F. Weltzin","raw_affiliation_strings":["U.S. Geological Survey, 2150 Centre Ave, Bldg C, Fort Collins, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Geological Survey, 2150 Centre Ave, Bldg C, Fort Collins, CO, USA","institution_ids":["https://openalex.org/I1286329397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056320412","display_name":"Dawn M. Browning","orcid":"https://orcid.org/0000-0002-1252-6013"},"institutions":[{"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/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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dawn M. Browning","raw_affiliation_strings":["U.S. Department of Agriculture \u2013 Agricultural Research Service, 2995 Knox Street, Las Cruces, NM, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Department of Agriculture \u2013 Agricultural Research Service, 2995 Knox Street, Las Cruces, NM, USA","institution_ids":["https://openalex.org/I1336096307","https://openalex.org/I1312222531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088670636","display_name":"Rob Marsh","orcid":"https://orcid.org/0000-0002-0395-6476"},"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":false,"raw_author_name":"R. Lee Marsh","raw_affiliation_strings":["USA National Phenology Network, School of Natural Resources and Environment, University of Arizona, 1311 E. 4th St., Tucson, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USA National Phenology Network, School of Natural Resources and Environment, University of Arizona, 1311 E. 4th St., Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054907523","display_name":"Aaron M. Friesz","orcid":null},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"funder","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron M. Friesz","raw_affiliation_strings":["KBR Inc., Contractor to U.S. Geological Survey EROS Center, 47914 252nd Street, Sioux Falls, SD 57198, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KBR Inc., Contractor to U.S. Geological Survey EROS Center, 47914 252nd Street, Sioux Falls, SD 57198, USA","institution_ids":["https://openalex.org/I1286329397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006360510","display_name":"Luke J. Zachmann","orcid":"https://orcid.org/0000-0003-2313-1460"},"institutions":[{"id":"https://openalex.org/I4210131145","display_name":"Conservation Science Partners","ror":"https://ror.org/037n1zn57","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210131145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luke J. Zachmann","raw_affiliation_strings":["Conservation Science Partners, Inc., Truckee, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Conservation Science Partners, Inc., Truckee, CA, USA","institution_ids":["https://openalex.org/I4210131145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008800358","display_name":"Kyle D. Enns","orcid":null},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"funder","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyle D. Enns","raw_affiliation_strings":["U.S. Geological Survey, 2150 Centre Ave, Bldg C, Fort Collins, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Geological Survey, 2150 Centre Ave, Bldg C, Fort Collins, CO, USA","institution_ids":["https://openalex.org/I1286329397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055142250","display_name":"Vincent A. Landau","orcid":"https://orcid.org/0000-0001-9290-9438"},"institutions":[{"id":"https://openalex.org/I4210131145","display_name":"Conservation Science Partners","ror":"https://ror.org/037n1zn57","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210131145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vincent A. Landau","raw_affiliation_strings":["Conservation Science Partners, Inc., Fort Collins, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Conservation Science Partners, Inc., Fort Collins, CO, USA","institution_ids":["https://openalex.org/I4210131145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045059584","display_name":"Katharine L. Gerst","orcid":"https://orcid.org/0000-0002-6154-906X"},"institutions":[{"id":"https://openalex.org/I2799688433","display_name":"Bat Conservation International","ror":"https://ror.org/04jp6nz39","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2799688433"]},{"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":false,"raw_author_name":"Katharine L. Gerst","raw_affiliation_strings":["Bat Conservation International, 500 N Capital of Texas Hwy, Austin, TX 78746, USA","USA National Phenology Network, School of Natural Resources and Environment, University of Arizona, 1311 E. 4th St., Tucson, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bat Conservation International, 500 N Capital of Texas Hwy, Austin, TX 78746, USA","institution_ids":["https://openalex.org/I2799688433"]},{"raw_affiliation_string":"USA National Phenology Network, School of Natural Resources and Environment, University of Arizona, 1311 E. 4th St., Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091769615","display_name":"Theresa M. Crimmins","orcid":"https://orcid.org/0000-0001-9592-625X"},"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":false,"raw_author_name":"Theresa M. Crimmins","raw_affiliation_strings":["USA National Phenology Network, School of Natural Resources and Environment, University of Arizona, 1311 E. 4th St., Tucson, AZ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USA National Phenology Network, School of Natural Resources and Environment, University of Arizona, 1311 E. 4th St., Tucson, AZ, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037927811","display_name":"Katherine D. Jones","orcid":"https://orcid.org/0000-0003-1175-5049"},"institutions":[{"id":"https://openalex.org/I28670366","display_name":"National Ecological Observatory Network","ror":"https://ror.org/04j43p132","country_code":"US","type":"facility","lineage":["https://openalex.org/I1311060795","https://openalex.org/I28670366"]},{"id":"https://openalex.org/I1325736334","display_name":"Battelle","ror":"https://ror.org/01h5tnr73","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1325736334"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katherine D. Jones","raw_affiliation_strings":["National Ecological Observatory Network, Battelle Memorial Institute, 1685 38th Street, Suite 100, Boulder, CO 80301, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Ecological Observatory Network, Battelle Memorial Institute, 1685 38th Street, Suite 100, Boulder, CO 80301, USA","institution_ids":["https://openalex.org/I28670366","https://openalex.org/I1325736334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023151618","display_name":"Tony Chang","orcid":"https://orcid.org/0000-0001-6683-2078"},"institutions":[{"id":"https://openalex.org/I4210131145","display_name":"Conservation Science Partners","ror":"https://ror.org/037n1zn57","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210131145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tony Chang","raw_affiliation_strings":["Conservation Science Partners, Inc., Truckee, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Conservation Science Partners, Inc., Truckee, CA, USA","institution_ids":["https://openalex.org/I4210131145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011399504","display_name":"Brian W. Miller","orcid":"https://orcid.org/0000-0003-1716-1161"},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"funder","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian W. Miller","raw_affiliation_strings":["North Central Climate Adaptation Science Center, U.S. Geological Survey, Fort Collins, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Central Climate Adaptation Science Center, U.S. Geological Survey, Fort Collins, CO, USA","institution_ids":["https://openalex.org/I1286329397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023792854","display_name":"T. Maiersperger","orcid":"https://orcid.org/0000-0003-3132-6997"},"institutions":[{"id":"https://openalex.org/I1286329397","display_name":"United States Geological Survey","ror":"https://ror.org/035a68863","country_code":"US","type":"funder","lineage":["https://openalex.org/I1286329397","https://openalex.org/I1335927249"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas K. Maiersperger","raw_affiliation_strings":["U.S. Geological Survey EROS Center, 47914 252nd Street, Sioux Falls, SD 57198, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Geological Survey EROS Center, 47914 252nd Street, Sioux Falls, SD 57198, USA","institution_ids":["https://openalex.org/I1286329397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007008935","display_name":"Andrew D. Richardson","orcid":"https://orcid.org/0000-0002-0148-6714"},"institutions":[{"id":"https://openalex.org/I203172682","display_name":"Northern Arizona University","ror":"https://ror.org/0272j5188","country_code":"US","type":"education","lineage":["https://openalex.org/I203172682"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew D. Richardson","raw_affiliation_strings":["School of Informatics, Computing, and Cyber Systems and Center for Ecosystem Science and Society, Northern Arizona University, 1295 S. Knoles Drive, Flagstaff, AZ 86004., USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, Computing, and Cyber Systems and Center for Ecosystem Science and Society, Northern Arizona University, 1295 S. Knoles Drive, Flagstaff, AZ 86004., USA","institution_ids":["https://openalex.org/I203172682"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5006248635"],"corresponding_institution_ids":["https://openalex.org/I4210140135"],"apc_list":{"value":2510,"currency":"USD","value_usd":2510},"apc_paid":{"value":2510,"currency":"USD","value_usd":2510},"fwci":1.7699,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85795854,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"65","issue":null,"first_page":"101400","last_page":"101400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9995999932289124,"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":0.9995999932289124,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9987999796867371,"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/T13435","display_name":"Animal and Plant Science Education","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/phenology","display_name":"Phenology","score":0.8384554982185364},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.6868592500686646},{"id":"https://openalex.org/keywords/software-suite","display_name":"Software suite","score":0.5616381764411926},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4929800033569336},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4549713432788849},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.44996944069862366},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.34905457496643066},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.3146127164363861},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19095787405967712},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.13958752155303955},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11345279216766357},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.10281994938850403}],"concepts":[{"id":"https://openalex.org/C51417038","wikidata":"https://www.wikidata.org/wiki/Q272737","display_name":"Phenology","level":2,"score":0.8384554982185364},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.6868592500686646},{"id":"https://openalex.org/C2778736646","wikidata":"https://www.wikidata.org/wiki/Q1143070","display_name":"Software suite","level":3,"score":0.5616381764411926},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4929800033569336},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4549713432788849},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.44996944069862366},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.34905457496643066},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.3146127164363861},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19095787405967712},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.13958752155303955},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11345279216766357},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.10281994938850403},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1016/j.ecoinf.2021.101400","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2021.101400","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},{"id":"pmh:oai:repository.arizona.edu:10150/661846","is_oa":true,"landing_page_url":"http://hdl.handle.net/10150/661846","pdf_url":null,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"101400","raw_type":"Article"},{"id":"pmh:oai:osti.gov:1977069","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1977069","pdf_url":"https://www.osti.gov/servlets/purl/1977069","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:doi:10.5281/zenodo.19669168","is_oa":true,"landing_page_url":"https://zotero.org/groups/5435545/items/XBWMZMCC","pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"doi:10.5281/zenodo.19669168","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19669168","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"doi:10.5281/zenodo.19669169","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19669169","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"doi:10.1016/j.ecoinf.2021.101400","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ecoinf.2021.101400","pdf_url":null,"source":{"id":"https://openalex.org/S195809937","display_name":"Ecological Informatics","issn_l":"1574-9541","issn":["1574-9541","1878-0512"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ecological Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G1006887427","display_name":null,"funder_award_id":"G10AP00129","funder_id":"https://openalex.org/F4320332183","funder_display_name":"U.S. Geological Survey"},{"id":"https://openalex.org/G1899035708","display_name":"THE ROSES A.41 SOLICITATION HIGHLIGHTS THE NEED WITHIN THE EARTH SCIENCE COMMUNITY TO DEVELOP A MORE COMPLETE AND MORE ACCURATE UNDERSTANDING OF THE TEMPORAL AND SPATIAL BEHAVIOR OF PLANT AND ANIMALS SPECIES.  IT SPECIFICALLY CALLS FOR THE ANALYSIS OF TIME SERIES MEASUREMENTS OF KEY ENVIRONMENTAL PARAMETERS WITH THE SPATIOTEMPORAL DISTRIBUTION OF ORGANISMAL POPULATIONS  COMMUNITIES  AND SPECIES FOR IMPROVED UNDERSTANDING OF THE IMPACT OF CLIMATE CHANGE.\" PHENOLOGICAL OBSERVATIONS (THE STUDY OF CYCLIC AND SEASONAL NATURAL PHENOMENA  ESPECIALLY IN RELATION TO CLIMATE AND PLANT AND ANIMAL LIFE) ARE HIGHLY RELEVANT TO THESE NEEDS. THERE ARE EXTENSIVE EXISTING EFFORTS TO COLLECT PHENOLOGICALLY-RELEVANT INFORMATION  INCLUDING A RANGE OF DATA FROM IN SITU  TO NEAR-SURFACE CAMERAS AND FLUX TOWERS  TO AIRBORNE DATA  TO POLAR ORBITING AND GEOSTATIONARY SATELLITES. THERE ARE ALSO SIGNIFICANT EFFORTS TO PROVIDE GRIDDED HISTORICAL AND PROJECTED CLIMATE DATA. HOWEVER  THERE IS NO CONSOLIDATED EFFORT TO COMPILE SPATIALLY-ASSOCIATED PHENO-CLIMATIC INFORMATION INTO A DATA FRAMEWORK THAT WOULD IMPROVE INFORMATION COMPARISON AND REUSE  FACILITATE COLLABORATION WITHIN THE RESEARCH COMMUNITY  AND INCREASE THE SPEED OF PRODUCTION AND PUBLICATION OF RESULTS RELATED TO THE NEEDS IDENTIFIED IN THE SOLICITATION. HERE  OUR OBJECTIVE IS TO DEVELOP AN ADVANCED PHENO-CLIMATIC INFORMATION SYSTEM (APIS). THE SYSTEM WILL INCORPORATE TOOLS  WORKFLOWS  AND SOFTWARE FOR BRINGING PHENOLOGICAL AND CLIMATE DATA TOGETHER. APIS WILL BE DESIGNED TO LEVERAGE EXISTING EXPERTISE  TECHNIQUES  AND NETWORKS AS MUCH AS POSSIBLE. THE PRIMARY BENEFIT OF THIS EFFORT IS THAT IT WILL FOCUS ON PROVIDING PHENO-CLIMATIC DATA IN WAY THAT WOULD ALLOW THE SCIENTIFIC COMMUNITY TO TEST FAMILIES OF HYPOTHESES GENERATED FROM THE SEED HYPOTHESIS THAT CLIMATE CHANGE IS INFLUENCING THE SPATIAL DISTRIBUTION AND TEMPORAL BEHAVIOR OF KEY POPULATIONS OF ORGANISMS  COMMUNITIES  AND SPECIES.","funder_award_id":"80NSSC17K0582","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G1963467202","display_name":null,"funder_award_id":"EF-1702697","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1986545243","display_name":null,"funder_award_id":"G18AC00135","funder_id":"https://openalex.org/F4320332183","funder_display_name":"U.S. Geological Survey"},{"id":"https://openalex.org/G2212832799","display_name":null,"funder_award_id":"G16AC00224","funder_id":"https://openalex.org/F4320332183","funder_display_name":"U.S. Geological Survey"},{"id":"https://openalex.org/G295777139","display_name":null,"funder_award_id":"F19AC00168","funder_id":"https://openalex.org/F4320332182","funder_display_name":"U.S. Fish and Wildlife Service"},{"id":"https://openalex.org/G3633068281","display_name":null,"funder_award_id":"EF-1065029","funder_id":"https://openalex.org/F4320315146","funder_display_name":"Northeastern States Research Cooperative"},{"id":"https://openalex.org/G481447091","display_name":"THE ROSES A.41 SOLICITATION HIGHLIGHTS THE NEED WITHIN THE EARTH SCIENCE COMMUNITY TO DEVELOP A \"MORE COMPLETE AND MORE ACCURATE UNDERSTANDING OF THE TEMPORAL AND SPATIAL BEHAVIOR OF PLANT AND ANIMALS SPECIES.\" IT SPECIFICALLY CALLS FOR THE ANALYSIS OF \"TIME SERIES MEASUREMENTS OF KEY ENVIRONMENTAL PARAMETERS WITH THE SPATIOTEMPORAL DISTRIBUTION OF ORGANISMAL POPULATIONS  COMMUNITIES  AND SPECIES FOR IMPROVED UNDERSTANDING OF THE IMPACT OF CLIMATE CHANGE.\"  PHENOLOGICAL OBSERVATIONS (THE STUDY OF CYCLIC AND SEASONAL NATURAL PHENOMENA  ESPECIALLY IN RELATION TO CLIMATE AND PLANT AND ANIMAL LIFE) ARE HIGHLY RELEVANT TO THESE NEEDS. THERE ARE EXTENSIVE EXISTING EFFORTS TO COLLECT PHENOLOGICALLY-RELEVANT INFORMATION  INCLUDING A RANGE OF DATA FROM IN SITU  TO NEAR-SURFACE CAMERAS AND FLUX TOWERS  TO AIRBORNE DATA  TO POLAR ORBITING AND GEOSTATIONARY SATELLITES. THERE ARE ALSO SIGNIFICANT EFFORTS TO PROVIDE GRIDDED HISTORICAL AND PROJECTED CLIMATE DATA.  HOWEVER  THERE IS NO CONSOLIDATED EFFORT TO COMPILE SPATIALLY-ASSOCIATED PHENO-CLIMATIC INFORMATION INTO A DATA FRAMEWORK THAT WOULD IMPROVE INFORMATION COMPARISON AND REUSE  FACILITATE COLLABORATION WITHIN THE RESEARCH COMMUNITY  AND INCREASE THE SPEED OF PRODUCTION AND PUBLICATION OF RESULTS RELATED TO THE NEEDS IDENTIFIED IN THE SOLICITATION.  HERE  OUR OBJECTIVE IS TO DEVELOP AN ADVANCED PHENO-CLIMATIC INFORMATION SYSTEM (APIS). THE SYSTEM WILL INCORPORATE TOOLS  WORKFLOWS  AND SOFTWARE FOR BRINGING PHENOLOGICAL AND CLIMATE DATA TOGETHER. APIS WILL BE DESIGNED TO LEVERAGE EXISTING EXPERTISE  TECHNIQUES  AND NETWORKS AS MUCH AS POSSIBLE. THE PRIMARY BENEFIT OF THIS EFFORT IS THAT IT WILL FOCUS ON PROVIDING PHENO-CLIMATIC DATA IN WAY THAT WOULD ALLOW THE SCIENTIFIC COMMUNITY TO TEST FAMILIES OF HYPOTHESES GENERATED FROM THE SEED HYPOTHESIS THAT CL MATE CHANGE IS INFLUENCING THE SPATIAL DISTRIBUTION AND TEMPORAL BEHAVIOR OF KEY POPULATIONS OF ORGANISMS  COMMUNITIES  AND SPECIES.","funder_award_id":"80NSSC17K0538","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G4867117385","display_name":null,"funder_award_id":"G17AC00247","funder_id":"https://openalex.org/F4320333870","funder_display_name":"Southwest Climate Adaptation Science Center"},{"id":"https://openalex.org/G5194377583","display_name":"Collaborative Research:   Continental-Scale Monitoring, Modeling and Forecasting of Phenological Responses to Climate Change","funder_award_id":"1065029","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G55702419","display_name":null,"funder_award_id":"EF-1065029","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5883481008","display_name":null,"funder_award_id":"SC0016011","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6206410013","display_name":null,"funder_award_id":"F16AC01075","funder_id":"https://openalex.org/F4320332182","funder_display_name":"U.S. Fish and Wildlife Service"},{"id":"https://openalex.org/G7217994762","display_name":null,"funder_award_id":"DE-SC0016011","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8780320111","display_name":"THE ROSES A.41 SOLICITATION HIGHLIGHTS THE NEED WITHIN THE EARTH SCIENCE COMMUNITY TO DEVELOP A MORE COMPLETE AND MORE ACCURATE UNDERSTANDING OF THE TEMPORAL AND SPATIAL BEHAVIOR OF PLANT AND ANIMALS SPECIES.  IT SPECIFICALLY CALLS FOR THE ANALYSIS OF TIME SERIES MEASUREMENTS OF KEY ENVIRONMENTAL PARAMETERS WITH THE SPATIOTEMPORAL DISTRIBUTION OF ORGANISMAL POPULATIONS  COMMUNITIES  AND SPECIES FOR IMPROVED UNDERSTANDING OF THE IMPACT OF CLIMATE CHANGE.\" PHENOLOGICAL OBSERVATIONS (THE STUDY OF CYCLIC AND SEASONAL NATURAL PHENOMENA  ESPECIALLY IN RELATION TO CLIMATE AND PLANT AND ANIMAL LIFE) ARE HIGHLY RELEVANT TO THESE NEEDS. THERE ARE EXTENSIVE EXISTING EFFORTS TO COLLECT PHENOLOGICALLY-RELEVANT INFORMATION  INCLUDING A RANGE OF DATA FROM IN SITU  TO NEAR-SURFACE CAMERAS AND FLUX TOWERS  TO AIRBORNE DATA  TO POLAR ORBITING AND GEOSTATIONARY SATELLITES. THERE ARE ALSO SIGNIFICANT EFFORTS TO PROVIDE GRIDDED HISTORICAL AND PROJECTED CLIMATE DATA. HOWEVER  THERE IS NO CONSOLIDATED EFFORT TO COMPILE SPATIALLY-ASSOCIATED PHENO-CLIMATIC INFORMATION INTO A DATA FRAMEWORK THAT WOULD IMPROVE INFORMATION COMPARISON AND REUSE  FACILITATE COLLABORATION WITHIN THE RESEARCH COMMUNITY  AND INCREASE THE SPEED OF PRODUCTION AND PUBLICATION OF RESULTS RELATED TO THE NEEDS IDENTIFIED IN THE SOLICITATION. HERE  OUR OBJECTIVE IS TO DEVELOP AN ADVANCED PHENO-CLIMATIC INFORMATION SYSTEM (APIS). THE SYSTEM WILL INCORPORATE TOOLS  WORKFLOWS  AND SOFTWARE FOR BRINGING PHENOLOGICAL AND CLIMATE DATA TOGETHER. APIS WILL BE DESIGNED TO LEVERAGE EXISTING EXPERTISE  TECHNIQUES  AND NETWORKS AS MUCH AS POSSIBLE. THE PRIMARY BENEFIT OF THIS EFFORT IS THAT IT WILL FOCUS ON PROVIDING PHENO-CLIMATIC DATA IN WAY THAT WOULD ALLOW THE SCIENTIFIC COMMUNITY TO TEST FAMILIES OF HYPOTHESES GENERATED FROM THE SEED HYPOTHESIS THAT CLIMATE CHANGE IS INFLUENCING THE SPATIAL DISTRIBUTION AND TEMPORAL BEHAVIOR OF KEY POPULATIONS OF ORGANISMS  COMMUNITIES  AND SPECIES. FOUNDED IN THIS SEED HYPOTHESIS  OUR PROPOSED METHODOLOGY IS TO BUILD APIS WITH AN ITERATIVE AND AGILE PROGRAMMING APPROACH AND IN PARALLEL TO A SERIES OF INCREASINGLY MORE COMPLEX USE CASES. THESE THREE USE CASES WILL BOTH PROVIDE INSIGHTS INTO CONSTRUCTING THE INFORMATION SYSTEM AS WELL AS DEMONSTRATE ITS UTILITY. WE START WITH A FAIRLY STRAIGHTFORWARD USE CASE CONNECTING OBSERVATIONS AT POINT LOCATIONS TO GRIDDED PHENOLOGY DATA. WE THEN DEVELOP A MORE INVOLVED USE CASE EXPLORING THE VALIDATION OF SATELLITE-BASED PHENOLOGY PRODUCTS. FINALLY  WE EXPLORE A MORE COMPLEX USE CASE PERTAINING TO THE PHENOLOGY OF WILDLAND CORRIDORS.","funder_award_id":"80NSSC17K0435","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G8810697418","display_name":"Collaborative Proposal: MSB-FRA: Improved Understanding of Feedbacks between Ecosystem Phenology and the Weather-Environment Nexus at Local-to-Continental Scales","funder_award_id":"1702697","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G938146881","display_name":null,"funder_award_id":"G14AC00405","funder_id":"https://openalex.org/F4320332183","funder_display_name":"U.S. Geological Survey"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320306114","display_name":"U.S. Department of Agriculture","ror":"https://ror.org/01na82s61"},{"id":"https://openalex.org/F4320310160","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45"},{"id":"https://openalex.org/F4320311508","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54"},{"id":"https://openalex.org/F4320312275","display_name":"Axel Muusfeldts Fond","ror":"https://ror.org/02gfq0f62"},{"id":"https://openalex.org/F4320315146","display_name":"Northeastern States Research Cooperative","ror":null},{"id":"https://openalex.org/F4320322037","display_name":"Nuclear Safety and Security Commission","ror":"https://ror.org/05qk3ge34"},{"id":"https://openalex.org/F4320332182","display_name":"U.S. Fish and Wildlife Service","ror":"https://ror.org/04k7dar27"},{"id":"https://openalex.org/F4320332183","display_name":"U.S. Geological Survey","ror":"https://ror.org/035a68863"},{"id":"https://openalex.org/F4320332377","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52"},{"id":"https://openalex.org/F4320332542","display_name":"National Park Service","ror":"https://ror.org/044zqqy65"},{"id":"https://openalex.org/F4320333870","display_name":"Southwest Climate Adaptation Science Center","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":107,"referenced_works":["https://openalex.org/W48673915","https://openalex.org/W157033797","https://openalex.org/W223730970","https://openalex.org/W999246948","https://openalex.org/W1628196685","https://openalex.org/W1642988316","https://openalex.org/W1951564719","https://openalex.org/W1971752684","https://openalex.org/W1995047010","https://openalex.org/W2000191424","https://openalex.org/W2002039955","https://openalex.org/W2027910871","https://openalex.org/W2035005279","https://openalex.org/W2035854934","https://openalex.org/W2038927660","https://openalex.org/W2041541890","https://openalex.org/W2042892802","https://openalex.org/W2060418711","https://openalex.org/W2073420646","https://openalex.org/W2078191571","https://openalex.org/W2079167274","https://openalex.org/W2085588880","https://openalex.org/W2093033924","https://openalex.org/W2096682311","https://openalex.org/W2098694600","https://openalex.org/W2099098700","https://openalex.org/W2099428109","https://openalex.org/W2099698780","https://openalex.org/W2106811285","https://openalex.org/W2113410727","https://openalex.org/W2114456168","https://openalex.org/W2115952782","https://openalex.org/W2116299300","https://openalex.org/W2124609954","https://openalex.org/W2126827475","https://openalex.org/W2132383728","https://openalex.org/W2138872120","https://openalex.org/W2140944264","https://openalex.org/W2152092242","https://openalex.org/W2172229601","https://openalex.org/W2181581873","https://openalex.org/W2233094088","https://openalex.org/W2302202015","https://openalex.org/W2308377084","https://openalex.org/W2320808450","https://openalex.org/W2336438452","https://openalex.org/W2342557265","https://openalex.org/W2398350456","https://openalex.org/W2467703017","https://openalex.org/W2529061003","https://openalex.org/W2581507950","https://openalex.org/W2585483854","https://openalex.org/W2590488666","https://openalex.org/W2594687276","https://openalex.org/W2595992529","https://openalex.org/W2598146853","https://openalex.org/W2747626639","https://openalex.org/W2766560450","https://openalex.org/W2767193133","https://openalex.org/W2786425804","https://openalex.org/W2792442798","https://openalex.org/W2792577625","https://openalex.org/W2795607129","https://openalex.org/W2796980406","https://openalex.org/W2800908593","https://openalex.org/W2834737062","https://openalex.org/W2884119812","https://openalex.org/W2887877509","https://openalex.org/W2890302673","https://openalex.org/W2891922261","https://openalex.org/W2892011168","https://openalex.org/W2896719252","https://openalex.org/W2899653842","https://openalex.org/W2899775361","https://openalex.org/W2901633508","https://openalex.org/W2903608567","https://openalex.org/W2906848991","https://openalex.org/W2917499272","https://openalex.org/W2922493750","https://openalex.org/W2927677668","https://openalex.org/W2972678553","https://openalex.org/W2973986470","https://openalex.org/W2980331539","https://openalex.org/W2980990633","https://openalex.org/W2982107449","https://openalex.org/W2982171921","https://openalex.org/W3000475319","https://openalex.org/W3005925686","https://openalex.org/W3006676276","https://openalex.org/W3006966436","https://openalex.org/W3009367059","https://openalex.org/W3012037987","https://openalex.org/W3038359675","https://openalex.org/W3047565916","https://openalex.org/W3047888434","https://openalex.org/W3096573765","https://openalex.org/W3190758383","https://openalex.org/W4285719527","https://openalex.org/W6606459189","https://openalex.org/W6674806660","https://openalex.org/W6685727027","https://openalex.org/W6700345561","https://openalex.org/W6733123715","https://openalex.org/W6734509603","https://openalex.org/W6748154605","https://openalex.org/W6754248908","https://openalex.org/W6892345605"],"related_works":["https://openalex.org/W1516095885","https://openalex.org/W4231704780","https://openalex.org/W2158573927","https://openalex.org/W2398058485","https://openalex.org/W1981336497","https://openalex.org/W4206079007","https://openalex.org/W2108921801","https://openalex.org/W254965819","https://openalex.org/W3156231268","https://openalex.org/W4205365843"],"abstract_inverted_index":{"Phenology":[0],"is":[1,38,73,97,188],"the":[2,41,51,59,68,76,82,125,177,191],"study":[3],"of":[4,23,31,43,58,78,84,107,119,137,146,180,195,203,214],"recurring":[5],"plant":[6],"and":[7,17,50,67,81,91,105,121,135,139,144,156,174,193,208,212,220,223,227],"animal":[8],"life-cycle":[9],"stages":[10],"which":[11,34,62],"can":[12],"be":[13],"observed":[14],"across":[15],"spatial":[16],"temporal":[18],"scales":[19,32,150],"that":[20,176],"span":[21],"orders":[22],"magnitude":[24],"(e.g.,":[25],"organisms":[26,153],"to":[27,87,101,132,154,159,164,183,205],"landscapes).":[28],"The":[29],"variety":[30],"at":[33,61,149],"phenological":[35,63,79,110,138,147,166,206,215],"processes":[36,148,167],"operate":[37],"reflected":[39],"in":[40,168,217],"range":[42],"methods":[44],"for":[45,71,75],"collecting":[46],"phenologically":[47],"relevant":[48],"data,":[49,141],"programs":[52],"focused":[53],"on":[54,115],"these":[55,85],"collections.":[56],"Consideration":[57],"scale":[60,192],"observations":[64],"are":[65],"made,":[66],"platform":[69,194],"used":[70],"observation,":[72],"critical":[74],"interpretation":[77,145],"data":[80,86],"application":[83],"both":[88],"research":[89],"questions":[90],"land":[92],"management":[93,226],"objectives.":[94],"However,":[95],"there":[96],"currently":[98],"little":[99],"capacity":[100],"facilitate":[102,133],"access,":[103],"integration":[104,134],"analysis":[106,122,136],"cross-scale,":[108],"multi-platform":[109],"data.":[111],"This":[112],"paper":[113],"reports":[114],"a":[116,169],"new":[117],"suite":[118],"software":[120],"tools":[123],"\u2013":[124,131],"\u201cPheno-Synthesis":[126],"Software":[127],"Suite,\u201d":[128],"or":[129],"PS3":[130,163,204],"ancillary":[140],"enabling":[142],"investigation":[143],"ranging":[151],"from":[152,157],"landscapes":[155],"days":[158],"decades.":[160],"We":[161,197],"use":[162],"investigate":[165],"semi-aride,":[170],"mixed":[171],"shrub-grass":[172],"ecosystem,":[173],"find":[175],"apparent":[178],"importance":[179],"seasonal":[181],"precipitation":[182],"vegetation":[184],"activity":[185,216],"(i.e.,":[186],"\u201cgreenness\u201d)":[187],"affected":[189],"by":[190,199],"observation.":[196],"end":[198],"describing":[200],"potential":[201],"applications":[202],"modeling":[207],"forecasting,":[209],"understanding":[210],"patterns":[211],"drivers":[213],"real-world":[218],"ecosystems,":[219],"supporting":[221],"agricultural":[222],"natural":[224],"resource":[225],"decision-making.":[228]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}