Item talk:Q236795
From geokb
{
"USGS Publications Warehouse": { "@context": "https://schema.org", "@type": "Article", "additionalType": "Journal Article", "name": "Optimization in the utility maximization framework for conservation planning: a comparison of solution procedures in a study of multifunctional agriculture", "identifier": [ { "@type": "PropertyValue", "propertyID": "USGS Publications Warehouse IndexID", "value": "70135353", "url": "https://pubs.usgs.gov/publication/70135353" }, { "@type": "PropertyValue", "propertyID": "USGS Publications Warehouse Internal ID", "value": 70135353 }, { "@type": "PropertyValue", "propertyID": "DOI", "value": "10.7717/peerj.690", "url": "https://doi.org/10.7717/peerj.690" } ], "journal": { "@type": "Periodical", "name": "PeerJ", "volumeNumber": "2", "issueNumber": null }, "inLanguage": "en", "isPartOf": [ { "@type": "CreativeWorkSeries", "name": "PeerJ" } ], "datePublished": "2014", "dateModified": "2015-01-08", "abstract": "Quantitative methods of spatial conservation prioritization have traditionally been applied to issues in conservation biology and reserve design, though their use in other types of natural resource management is growing. The utility maximization problem is one form of a covering problem where multiple criteria can represent the expected social benefits of conservation action. This approach allows flexibility with a problem formulation that is more general than typical reserve design problems, though the solution methods are very similar. However, few studies have addressed optimization in utility maximization problems for conservation planning, and the effect of solution procedure is largely unquantified. Therefore, this study mapped five criteria describing elements of multifunctional agriculture to determine a hypothetical conservation resource allocation plan for agricultural land conservation in the Central Valley of CA, USA. We compared solution procedures within the utility maximization framework to determine the difference between an open source integer programming approach and a greedy heuristic, and find gains from optimization of up to 12%. We also model land availability for conservation action as a stochastic process and determine the decline in total utility compared to the globally optimal set using both solution algorithms. Our results are comparable to other studies illustrating the benefits of optimization for different conservation planning problems, and highlight the importance of maximizing the effectiveness of limited funding for conservation and natural resource management.", "description": "19 p.; e690", "publisher": { "@type": "Organization", "name": "PeerJ Inc." }, "author": [ { "@type": "Person", "name": "Stoms, David M.", "givenName": "David M.", "familyName": "Stoms", "affiliation": [ { "@type": "Organization", "name": "California Energy Commission, previously UCSB" } ] }, { "@type": "Person", "name": "Davis, Frank W.", "givenName": "Frank W.", "familyName": "Davis", "affiliation": [ { "@type": "Organization", "name": "UCSB" } ] }, { "@type": "Person", "name": "Kreitler, Jason R. jkreitler@usgs.gov", "givenName": "Jason R.", "familyName": "Kreitler", "email": "jkreitler@usgs.gov", "identifier": { "@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0002-0243-5281", "url": "https://orcid.org/0000-0002-0243-5281" }, "affiliation": [ { "@type": "Organization", "name": "Western Geographic Science Center", "url": "https://www.usgs.gov/centers/western-geographic-science-center" } ] } ], "funder": [ { "@type": "Organization", "name": "Western Geographic Science Center", "url": "https://www.usgs.gov/centers/western-geographic-science-center" } ], "spatialCoverage": [ { "@type": "Place", "additionalType": "country", "name": "United States", "url": "https://geonames.org/4074035" }, { "@type": "Place", "additionalType": "state", "name": "California" }, { "@type": "Place", "additionalType": "unknown", "name": "Central Valley", "url": "https://geonames.org/5112162" }, { "@type": "Place", "geo": [ { "@type": "GeoShape", "additionalProperty": { "@type": "PropertyValue", "name": "GeoJSON", "value": { "type": "FeatureCollection", "features": [ { "type": "Feature", "properties": {}, "geometry": { "type": "Polygon", "coordinates": [ [ [ -121.8878173828125, 37.43125050179356 ], [ -121.8878173828125, 38.75408327579141 ], [ -120.86334228515624, 38.75408327579141 ], [ -120.86334228515624, 37.43125050179356 ], [ -121.8878173828125, 37.43125050179356 ] ] ] } } ] } } }, { "@type": "GeoCoordinates", "latitude": 38.092666888792486, "longitude": -121.37557983398438 } ] } ] }, "OpenAlex": { "abstract_inverted_index": { "Quantitative": [ 0 ], "methods": [ 1, 73 ], "of": [ 2, 24, 37, 50, 93, 107, 126, 158, 201, 212, 216 ], "spatial": [ 3 ], "conservation": [ 4, 13, 51, 88, 114, 121, 168, 205, 220 ], "prioritization": [ 5 ], "have": [ 6, 80 ], "traditionally": [ 7 ], "been": [ 8 ], "applied": [ 9 ], "to": [ 10, 110, 138, 160, 182, 195 ], "issues": [ 11 ], "in": [ 12, 21, 83, 122, 178 ], "biology": [ 14 ], "and": [ 15, 90, 149, 153, 174, 208, 221 ], "reserve": [ 16, 67 ], "design,": [ 17 ], "though": [ 18, 70 ], "their": [ 19 ], "use": [ 20 ], "other": [ 22, 196 ], "types": [ 23 ], "natural": [ 25, 222 ], "resource": [ 26, 115, 223 ], "management": [ 27 ], "is": [ 28, 34, 62, 96 ], "growing.": [ 29 ], "The": [ 30 ], "utility": [ 31, 84, 135, 180 ], "maximization": [ 32, 85, 136 ], "problem": [ 33, 40, 59 ], "one": [ 35 ], "form": [ 36 ], "a": [ 38, 58, 112, 150, 171 ], "covering": [ 39 ], "where": [ 41 ], "multiple": [ 42 ], "criteria": [ 43, 104 ], "can": [ 44 ], "represent": [ 45 ], "the": [ 46, 71, 91, 123, 134, 140, 176, 183, 199, 210, 214 ], "expected": [ 47 ], "social": [ 48 ], "benefits": [ 49, 200 ], "action.": [ 52 ], "This": [ 53 ], "approach": [ 54, 148 ], "allows": [ 55 ], "flexibility": [ 56 ], "with": [ 57 ], "formulation": [ 60 ], "that": [ 61 ], "more": [ 63 ], "general": [ 64 ], "than": [ 65 ], "typical": [ 66 ], "design": [ 68 ], "problems,": [ 69, 207 ], "solution": [ 72, 94, 131, 189 ], "are": [ 74, 193 ], "very": [ 75 ], "similar.": [ 76 ], "However,": [ 77 ], "few": [ 78 ], "studies": [ 79, 197 ], "addressed": [ 81 ], "optimization": [ 82, 157, 202 ], "problems": [ 86 ], "for": [ 87, 118, 167, 203, 219 ], "planning,": [ 89 ], "effect": [ 92 ], "procedure": [ 95 ], "largely": [ 97 ], "unquantified.": [ 98 ], "Therefore,": [ 99 ], "this": [ 100 ], "study": [ 101 ], "mapped": [ 102 ], "five": [ 103 ], "describing": [ 105 ], "elements": [ 106 ], "multifunctional": [ 108 ], "agriculture": [ 109 ], "determine": [ 111, 139, 175 ], "hypothetical": [ 113 ], "allocation": [ 116 ], "plan": [ 117 ], "agricultural": [ 119 ], "land": [ 120, 165 ], "Central": [ 124 ], "Valley": [ 125 ], "CA,": [ 127 ], "USA.": [ 128 ], "We": [ 129, 162 ], "compared": [ 130, 181 ], "procedures": [ 132 ], "within": [ 133 ], "framework": [ 137 ], "difference": [ 141 ], "between": [ 142 ], "an": [ 143 ], "open": [ 144 ], "source": [ 145 ], "integer": [ 146 ], "programming": [ 147 ], "greedy": [ 151 ], "heuristic,": [ 152 ], "find": [ 154 ], "gains": [ 155 ], "from": [ 156 ], "up": [ 159 ], "12%.": [ 161 ], "also": [ 163 ], "model": [ 164 ], "availability": [ 166 ], "action": [ 169 ], "as": [ 170 ], "stochastic": [ 172 ], "process": [ 173 ], "decline": [ 177 ], "total": [ 179 ], "globally": [ 184 ], "optimal": [ 185 ], "set": [ 186 ], "using": [ 187 ], "both": [ 188 ], "algorithms.": [ 190 ], "Our": [ 191 ], "results": [ 192 ], "comparable": [ 194 ], "illustrating": [ 198 ], "different": [ 204 ], "planning": [ 206 ], "highlight": [ 209 ], "importance": [ 211 ], "maximizing": [ 213 ], "effectiveness": [ 215 ], "limited": [ 217 ], "funding": [ 218 ], "management.": [ 224 ] }, "apc_list": { "value": 1395, "currency": "USD", "value_usd": 1395, "provenance": "doaj" }, "apc_paid": { "value": 1395, "currency": "USD", "value_usd": 1395, "provenance": "doaj" }, "authorships": [ { "author_position": "first", "author": { "id": "https://openalex.org/A5081256817", "display_name": "Jason Kreitler", "orcid": "https://orcid.org/0000-0002-0243-5281" }, "institutions": [ { "id": "https://openalex.org/I1286329397", "display_name": "United States Geological Survey", "ror": "https://ror.org/035a68863", "country_code": "US", "type": "government", "lineage": [ "https://openalex.org/I1286329397", "https://openalex.org/I1335927249" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Jason Kreitler", "raw_affiliation_strings": [ "Western Geographic Science Center, U.S. Geological Survey, USA" ], "affiliations": [ { "raw_affiliation_string": "Western Geographic Science Center, U.S. Geological Survey, USA", "institution_ids": [ "https://openalex.org/I1286329397" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5023828985", "display_name": "David M. Stoms", "orcid": null }, "institutions": [ { "id": "https://openalex.org/I154570441", "display_name": "University of California, Santa Barbara", "ror": "https://ror.org/02t274463", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I154570441" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "David M. Stoms", "raw_affiliation_strings": [ "Bren School of Environmental Science and Management, University of California Santa Barbara, USA" ], "affiliations": [ { "raw_affiliation_string": "Bren School of Environmental Science and Management, University of California Santa Barbara, USA", "institution_ids": [ "https://openalex.org/I154570441" ] } ] }, { "author_position": "last", "author": { "id": "https://openalex.org/A5087826848", "display_name": "Frank W. Davis", "orcid": "https://orcid.org/0000-0002-4643-5718" }, "institutions": [ { "id": "https://openalex.org/I154570441", "display_name": "University of California, Santa Barbara", "ror": "https://ror.org/02t274463", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I154570441" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Frank W. Davis", "raw_affiliation_strings": [ "Bren School of Environmental Science and Management, University of California Santa Barbara, USA" ], "affiliations": [ { "raw_affiliation_string": "Bren School of Environmental Science and Management, University of California Santa Barbara, USA", "institution_ids": [ "https://openalex.org/I154570441" ] } ] } ], "best_oa_location": { "is_oa": true, "landing_page_url": "https://doi.org/10.7717/peerj.690", "pdf_url": null, "source": { "id": "https://openalex.org/S1983995261", "display_name": "PeerJ", "issn_l": "2167-8359", "issn": [ "2167-8359" ], "is_oa": true, "is_in_doaj": true, "is_core": true, "host_organization": "https://openalex.org/P4310320104", "host_organization_name": "PeerJ, Inc.", "host_organization_lineage": [ "https://openalex.org/P4310320104" ], "host_organization_lineage_names": [ "PeerJ, Inc." ], "type": "journal" }, "license": "cc-by", "license_id": "https://openalex.org/licenses/cc-by", "version": "publishedVersion", "is_accepted": true, "is_published": true }, "biblio": { "volume": "2", "issue": null, "first_page": "e690", "last_page": "e690" }, "citation_normalized_percentile": { "value": 0.917361, "is_in_top_1_percent": false, "is_in_top_10_percent": true }, "cited_by_api_url": "https://api.openalex.org/works?filter=cites:W2020576276", "cited_by_count": 7, "cited_by_percentile_year": { "min": 84, "max": 85 }, "concepts": [ { "id": "https://openalex.org/C2776330181", "wikidata": "https://www.wikidata.org/wiki/Q18358244", "display_name": "Maximization", "level": 2, "score": 0.7148989 }, { "id": "https://openalex.org/C126255220", "wikidata": "https://www.wikidata.org/wiki/Q141495", "display_name": "Mathematical optimization", "level": 1, "score": 0.5390927 }, { "id": "https://openalex.org/C2780598303", "wikidata": "https://www.wikidata.org/wiki/Q65921492", "display_name": "Flexibility (engineering)", "level": 2, "score": 0.53309864 }, { "id": "https://openalex.org/C41008148", "wikidata": "https://www.wikidata.org/wiki/Q21198", "display_name": "Computer science", "level": 0, "score": 0.5174073 }, { "id": "https://openalex.org/C173801870", "wikidata": "https://www.wikidata.org/wiki/Q201413", "display_name": "Heuristic", "level": 2, "score": 0.5017648 }, { "id": "https://openalex.org/C61157135", "wikidata": "https://www.wikidata.org/wiki/Q1345279", "display_name": "Goal programming", "level": 2, "score": 0.4456332 }, { "id": "https://openalex.org/C137836250", "wikidata": "https://www.wikidata.org/wiki/Q984063", "display_name": "Optimization problem", "level": 2, "score": 0.4421587 }, { "id": "https://openalex.org/C137631369", "wikidata": "https://www.wikidata.org/wiki/Q7617831", "display_name": "Stochastic programming", "level": 2, "score": 0.42261028 }, { "id": "https://openalex.org/C162324750", "wikidata": "https://www.wikidata.org/wiki/Q8134", "display_name": "Economics", "level": 0, "score": 0.1909171 }, { "id": "https://openalex.org/C33923547", "wikidata": "https://www.wikidata.org/wiki/Q395", "display_name": "Mathematics", "level": 0, "score": 0.16759032 }, { "id": "https://openalex.org/C187736073", "wikidata": "https://www.wikidata.org/wiki/Q2920921", "display_name": "Management", "level": 1, "score": 0.0 } ], "corresponding_author_ids": [], "corresponding_institution_ids": [], "countries_distinct_count": 1, "counts_by_year": [ { "year": 2021, "cited_by_count": 2 }, { "year": 2020, "cited_by_count": 1 }, { "year": 2019, "cited_by_count": 1 }, { "year": 2018, "cited_by_count": 1 }, { "year": 2017, "cited_by_count": 1 }, { "year": 2016, "cited_by_count": 1 } ], "created_date": "2016-06-24", "datasets": [], "display_name": "Optimization in the utility maximization framework for conservation planning: a comparison of solution procedures in a study of multifunctional agriculture", "doi": "https://doi.org/10.7717/peerj.690", "fwci": 1.394, "grants": [], "has_fulltext": false, "id": "https://openalex.org/W2020576276", "ids": { "openalex": "https://openalex.org/W2020576276", "doi": "https://doi.org/10.7717/peerj.690", "mag": "2020576276", "pmid": "https://pubmed.ncbi.nlm.nih.gov/25538868", "pmcid": "https://www.ncbi.nlm.nih.gov/pmc/articles/4266854" }, "indexed_in": [ "crossref", "doaj", "pubmed" ], "institutions_distinct_count": 2, "is_paratext": false, "is_retracted": false, "keywords": [ { "id": "https://openalex.org/keywords/maximization", "display_name": "Maximization", "score": 0.7148989 }, { "id": "https://openalex.org/keywords/stated-preference-methods", "display_name": "Stated Preference Methods", "score": 0.460333 }, { "id": "https://openalex.org/keywords/goal-programming", "display_name": "Goal programming", "score": 0.4456332 } ], "language": "en", "locations": [ { "is_oa": true, "landing_page_url": "https://doi.org/10.7717/peerj.690", "pdf_url": null, "source": { "id": "https://openalex.org/S1983995261", "display_name": "PeerJ", "issn_l": "2167-8359", "issn": [ "2167-8359" ], "is_oa": true, "is_in_doaj": true, "is_core": true, "host_organization": "https://openalex.org/P4310320104", "host_organization_name": "PeerJ, Inc.", "host_organization_lineage": [ "https://openalex.org/P4310320104" ], "host_organization_lineage_names": [ "PeerJ, Inc." ], "type": "journal" }, "license": "cc-by", "license_id": "https://openalex.org/licenses/cc-by", "version": "publishedVersion", "is_accepted": true, "is_published": true }, { "is_oa": false, "landing_page_url": "https://doaj.org/article/652f5951fb77421a9f3b870d4eb5c09b", "pdf_url": null, "source": { "id": "https://openalex.org/S4306401280", "display_name": "DOAJ (DOAJ: Directory of Open Access Journals)", "issn_l": null, "issn": null, "is_oa": true, "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": null, "is_accepted": false, "is_published": false }, { "is_oa": true, "landing_page_url": "https://europepmc.org/articles/pmc4266854", "pdf_url": "https://europepmc.org/articles/pmc4266854?pdf=render", "source": { "id": "https://openalex.org/S4306400806", "display_name": "Europe PMC (PubMed Central)", "issn_l": null, "issn": null, "is_oa": true, "is_in_doaj": false, "is_core": false, "host_organization": "https://openalex.org/I1303153112", "host_organization_name": "European Bioinformatics Institute", "host_organization_lineage": [ "https://openalex.org/I1303153112" ], "host_organization_lineage_names": [ "European Bioinformatics Institute" ], "type": "repository" }, "license": null, "license_id": null, "version": "publishedVersion", "is_accepted": true, "is_published": true }, { "is_oa": true, "landing_page_url": "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4266854", "pdf_url": null, "source": { "id": "https://openalex.org/S2764455111", "display_name": "PubMed Central", "issn_l": null, "issn": null, "is_oa": true, "is_in_doaj": false, "is_core": false, "host_organization": "https://openalex.org/I1299303238", "host_organization_name": "National Institutes of Health", "host_organization_lineage": [ "https://openalex.org/I1299303238" ], "host_organization_lineage_names": [ "National Institutes of Health" ], "type": "repository" }, "license": null, "license_id": null, "version": "publishedVersion", "is_accepted": true, "is_published": true }, { "is_oa": true, "landing_page_url": "https://escholarship.org/uc/item/1dp3p5hp", "pdf_url": "https://escholarship.org/content/qt1dp3p5hp/qt1dp3p5hp.pdf?t=nyizlj", "source": { "id": "https://openalex.org/S4306400115", "display_name": "eScholarship (California Digital Library)", "issn_l": null, "issn": null, "is_oa": true, "is_in_doaj": false, "is_core": false, "host_organization": "https://openalex.org/I2801248553", "host_organization_name": "California Digital Library", "host_organization_lineage": [ "https://openalex.org/I2801248553" ], "host_organization_lineage_names": [ "California Digital Library" ], "type": "repository" }, "license": null, "license_id": null, "version": "submittedVersion", "is_accepted": false, "is_published": false }, { "is_oa": false, "landing_page_url": "https://pubmed.ncbi.nlm.nih.gov/25538868", "pdf_url": null, "source": { "id": "https://openalex.org/S4306525036", "display_name": "PubMed", "issn_l": null, "issn": null, "is_oa": false, "is_in_doaj": false, "is_core": false, "host_organization": "https://openalex.org/I1299303238", "host_organization_name": "National Institutes of Health", "host_organization_lineage": [ "https://openalex.org/I1299303238" ], "host_organization_lineage_names": [ "National Institutes of Health" ], "type": "repository" }, "license": null, "license_id": null, "version": null, "is_accepted": false, "is_published": false } ], "locations_count": 6, "mesh": [], "ngrams_url": "https://api.openalex.org/works/W2020576276/ngrams", "open_access": { "is_oa": true, "oa_status": "gold", "oa_url": "https://doi.org/10.7717/peerj.690", "any_repository_has_fulltext": true }, "primary_location": { "is_oa": true, "landing_page_url": "https://doi.org/10.7717/peerj.690", "pdf_url": null, "source": { "id": "https://openalex.org/S1983995261", "display_name": "PeerJ", "issn_l": "2167-8359", "issn": [ "2167-8359" ], "is_oa": true, "is_in_doaj": true, "is_core": true, "host_organization": "https://openalex.org/P4310320104", "host_organization_name": "PeerJ, Inc.", "host_organization_lineage": [ "https://openalex.org/P4310320104" ], "host_organization_lineage_names": [ "PeerJ, Inc." ], "type": "journal" }, "license": "cc-by", "license_id": "https://openalex.org/licenses/cc-by", "version": "publishedVersion", "is_accepted": true, "is_published": true }, "primary_topic": { "id": "https://openalex.org/T10841", "display_name": "Discrete Choice Models in Economics and Health Care", "score": 0.9998, "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" } }, "publication_date": "2014-12-11", "publication_year": 2014, "referenced_works": [ "https://openalex.org/W1488119176", "https://openalex.org/W1497067760", "https://openalex.org/W1571159946", "https://openalex.org/W172972181", "https://openalex.org/W1829265515", "https://openalex.org/W1833368965", "https://openalex.org/W1911470313", "https://openalex.org/W1973002902", "https://openalex.org/W1975928833", "https://openalex.org/W1979465763", "https://openalex.org/W1979752581", "https://openalex.org/W1980197313", "https://openalex.org/W1980807912", "https://openalex.org/W1981502333", "https://openalex.org/W1984159349", "https://openalex.org/W1985013519", "https://openalex.org/W1988349199", "https://openalex.org/W1991664606", "https://openalex.org/W1992691094", "https://openalex.org/W2003037465", "https://openalex.org/W2003602917", "https://openalex.org/W2003784979", "https://openalex.org/W2012693665", "https://openalex.org/W2014101946", "https://openalex.org/W2029635015", "https://openalex.org/W2029918824", "https://openalex.org/W2033651455", "https://openalex.org/W2036354757", "https://openalex.org/W2036825003", "https://openalex.org/W2037698864", "https://openalex.org/W2051688880", "https://openalex.org/W2055493653", "https://openalex.org/W2066760189", "https://openalex.org/W2066871295", "https://openalex.org/W2076460095", "https://openalex.org/W2076713804", "https://openalex.org/W2077140898", "https://openalex.org/W2079518321", "https://openalex.org/W2084356479", "https://openalex.org/W2086498757", "https://openalex.org/W2095253435", "https://openalex.org/W2095316219", "https://openalex.org/W2095522096", "https://openalex.org/W2097759909", "https://openalex.org/W2102356204", "https://openalex.org/W2109871461", "https://openalex.org/W2111724822", "https://openalex.org/W2114221209", "https://openalex.org/W2120196196", "https://openalex.org/W2122441767", "https://openalex.org/W2123810646", "https://openalex.org/W2125162067", "https://openalex.org/W2125278273", "https://openalex.org/W2132068371", "https://openalex.org/W2135563624", "https://openalex.org/W2137384667", "https://openalex.org/W2151899666", "https://openalex.org/W2151948161", "https://openalex.org/W2154112743", "https://openalex.org/W2155758449", "https://openalex.org/W2155807148", "https://openalex.org/W2158122482", "https://openalex.org/W2160457197", "https://openalex.org/W2164193642", "https://openalex.org/W2169384937", "https://openalex.org/W2170394541", "https://openalex.org/W2171294360", "https://openalex.org/W2332183790", "https://openalex.org/W2508685958", "https://openalex.org/W256879623", "https://openalex.org/W2582743722", "https://openalex.org/W2745750801", "https://openalex.org/W3121751971", "https://openalex.org/W4211243502", "https://openalex.org/W582068683", "https://openalex.org/W99436501" ], "referenced_works_count": 76, "related_works": [ "https://openalex.org/W3014574741", "https://openalex.org/W2947806671", "https://openalex.org/W2588272355", "https://openalex.org/W2390878257", "https://openalex.org/W2374674394", "https://openalex.org/W2163607269", "https://openalex.org/W2067971429", "https://openalex.org/W2058135337", "https://openalex.org/W1882825307", "https://openalex.org/W1583423731" ], "sustainable_development_goals": [ { "score": 0.46, "display_name": "Life on land", "id": "https://metadata.un.org/sdg/15" } ], "title": "Optimization in the utility maximization framework for conservation planning: a comparison of solution procedures in a study of multifunctional agriculture", "topics": [ { "id": "https://openalex.org/T10841", "display_name": "Discrete Choice Models in Economics and Health Care", "score": 0.9998, "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" } }, { "id": "https://openalex.org/T10226", "display_name": "Global Analysis of Ecosystem Services and Land Use", "score": 0.9991, "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/T10319", "display_name": "Drivers and Impacts of Tropical Deforestation", "score": 0.9977, "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" } } ], "type": "article", "type_crossref": "journal-article", "updated_date": "2024-08-13T07:46:10.808013", "versions": [] }
}