{"id":"https://openalex.org/W2594840325","doi":"https://doi.org/10.1016/j.envsoft.2017.02.017","title":"Direct policy search for robust multi-objective management of deeply uncertain socio-ecological tipping points","display_name":"Direct policy search for robust multi-objective management of deeply uncertain socio-ecological tipping points","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2594840325","doi":"https://doi.org/10.1016/j.envsoft.2017.02.017","mag":"2594840325"},"language":"en","primary_location":{"id":"doi:10.1016/j.envsoft.2017.02.017","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2017.02.017","pdf_url":null,"source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling &amp; Software","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089729061","display_name":"Julianne D. Quinn","orcid":"https://orcid.org/0000-0001-7806-4416"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Julianne D. Quinn","raw_affiliation_strings":["School of Civil and Environmental Engineering, Cornell University, Ithaca, NY, USA"],"affiliations":[{"raw_affiliation_string":"School of Civil and Environmental Engineering, Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072661874","display_name":"Patrick M. Reed","orcid":"https://orcid.org/0000-0002-7963-6102"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick M. Reed","raw_affiliation_strings":["School of Civil and Environmental Engineering, Cornell University, Ithaca, NY, USA"],"affiliations":[{"raw_affiliation_string":"School of Civil and Environmental Engineering, Cornell University, Ithaca, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077042612","display_name":"Klaus Keller","orcid":"https://orcid.org/0000-0002-5451-8687"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Klaus Keller","raw_affiliation_strings":["Department of Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, PA, USA","Department of Geosciences, The Pennsylvania State University, University Park, PA, USA","Earth and Environmental Systems Institute, The Pennsylvania State University, University Park, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Department of Geosciences, The Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Earth and Environmental Systems Institute, The Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089729061"],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":{"value":3400,"currency":"USD","value_usd":3400},"apc_paid":null,"fwci":9.2795,"has_fulltext":false,"cited_by_count":87,"citation_normalized_percentile":{"value":0.98179088,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"92","issue":null,"first_page":"125","last_page":"141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12724","display_name":"Water-Energy-Food Nexus Studies","score":0.9650999903678894,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10471","display_name":"Climate Change Policy and Economics","score":0.9581999778747559,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7465783953666687},{"id":"https://openalex.org/keywords/tipping-point","display_name":"Tipping point (physics)","score":0.526826798915863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5077067613601685},{"id":"https://openalex.org/keywords/situated","display_name":"Situated","score":0.5067318081855774},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4764462113380432},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.4302642345428467},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.4235479235649109},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.40770918130874634},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.38444238901138306},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3415974974632263},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2411845326423645},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1741321086883545},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09485825896263123},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0775194764137268}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7465783953666687},{"id":"https://openalex.org/C114725131","wikidata":"https://www.wikidata.org/wiki/Q190837","display_name":"Tipping point (physics)","level":2,"score":0.526826798915863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5077067613601685},{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.5067318081855774},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4764462113380432},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.4302642345428467},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.4235479235649109},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.40770918130874634},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.38444238901138306},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3415974974632263},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2411845326423645},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1741321086883545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09485825896263123},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0775194764137268},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.envsoft.2017.02.017","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2017.02.017","pdf_url":null,"source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling &amp; Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8505315652","display_name":null,"funder_award_id":"GEO-1240507","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W68008431","https://openalex.org/W388524728","https://openalex.org/W572305015","https://openalex.org/W576725583","https://openalex.org/W1170536122","https://openalex.org/W1531520279","https://openalex.org/W1561610472","https://openalex.org/W1562904705","https://openalex.org/W1594031697","https://openalex.org/W1631022837","https://openalex.org/W1644023502","https://openalex.org/W1662662296","https://openalex.org/W1685912164","https://openalex.org/W1853241850","https://openalex.org/W1895366050","https://openalex.org/W1964078494","https://openalex.org/W1975408755","https://openalex.org/W1975816373","https://openalex.org/W1984753319","https://openalex.org/W1995299836","https://openalex.org/W1997738271","https://openalex.org/W2006040558","https://openalex.org/W2017795107","https://openalex.org/W2026140793","https://openalex.org/W2029767409","https://openalex.org/W2034954833","https://openalex.org/W2036865137","https://openalex.org/W2038091980","https://openalex.org/W2039581705","https://openalex.org/W2047006371","https://openalex.org/W2063375245","https://openalex.org/W2065278359","https://openalex.org/W2073141004","https://openalex.org/W2088748018","https://openalex.org/W2089678632","https://openalex.org/W2092288318","https://openalex.org/W2098432798","https://openalex.org/W2098907614","https://openalex.org/W2101412657","https://openalex.org/W2101589741","https://openalex.org/W2101687942","https://openalex.org/W2102422908","https://openalex.org/W2105963649","https://openalex.org/W2106380636","https://openalex.org/W2108051346","https://openalex.org/W2109150240","https://openalex.org/W2116199452","https://openalex.org/W2117690866","https://openalex.org/W2120755518","https://openalex.org/W2122833562","https://openalex.org/W2137854332","https://openalex.org/W2146534101","https://openalex.org/W2166390850","https://openalex.org/W2166941621","https://openalex.org/W2167757882","https://openalex.org/W2227540381","https://openalex.org/W2231200678","https://openalex.org/W2261074312","https://openalex.org/W2315047081","https://openalex.org/W2330238266","https://openalex.org/W2337501734","https://openalex.org/W2345009882","https://openalex.org/W2530121532","https://openalex.org/W2599410529","https://openalex.org/W3085162807","https://openalex.org/W3123331292","https://openalex.org/W3140662957","https://openalex.org/W4246506621","https://openalex.org/W6674838369","https://openalex.org/W6678031386"],"related_works":["https://openalex.org/W1600697036","https://openalex.org/W1601337804","https://openalex.org/W4392983437","https://openalex.org/W2035858348","https://openalex.org/W2155106162","https://openalex.org/W2010047220","https://openalex.org/W2115777528","https://openalex.org/W2004235806","https://openalex.org/W2152083270","https://openalex.org/W2552595315"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
