{"id":"https://openalex.org/W7225324094","doi":"https://doi.org/10.1016/j.biocon.2026.112187","title":"A quantitative framework for identifying umbrella taxa in the supralittoral zone of wave-exposed sandy beaches","display_name":"A quantitative framework for identifying umbrella taxa in the supralittoral zone of wave-exposed sandy beaches","publication_year":2026,"publication_date":"2026-11-05","ids":{"openalex":"https://openalex.org/W7225324094","doi":"https://doi.org/10.1016/j.biocon.2026.112187"},"language":"en","primary_location":{"id":"doi:10.1016/j.biocon.2026.112187","doi":"https://doi.org/10.1016/j.biocon.2026.112187","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.biocon.2026.112187","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0006320726004994/pdf","source":{"id":"https://openalex.org/S80660208","display_name":"Biological Conservation","issn_l":"0006-3207","issn":["0006-3207","1873-2917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biological Conservation","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.sciencedirect.com/science/article/pii/S0006320726004994/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160945684","display_name":"Leonardo Lopes Costa","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3130050927","display_name":"State University of Norte Fluminense","ror":"https://ror.org/00xb6aw94","country_code":"BR","type":"education","lineage":["https://openalex.org/I3130050927"]},{"id":"https://openalex.org/I88273585","display_name":"Universidade Federal de S\u00e3o Paulo","ror":"https://ror.org/02k5swt12","country_code":"BR","type":"education","lineage":["https://openalex.org/I88273585"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Leonardo Lopes Costa","raw_affiliation_strings":["Instituto do Mar, Universidade Federal de S\u00e3o Paulo, Santos, S\u00e3o Paulo, Brazil","Laborat\u00f3rio de Ci\u00eancias Ambientais, Universidade Estadual do Norte Fluminense Darcy Ribeiro, Campos dos Goytacazes, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto do Mar, Universidade Federal de S\u00e3o Paulo, Santos, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I88273585"]},{"raw_affiliation_string":"Laborat\u00f3rio de Ci\u00eancias Ambientais, Universidade Estadual do Norte Fluminense Darcy Ribeiro, Campos dos Goytacazes, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I3130050927"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067732903","display_name":"Guilherme N. Corte","orcid":"https://orcid.org/0000-0003-0239-6849","observed_orcids":["https://orcid.org/0000-0003-0239-6849"]},"institutions":[{"id":"https://openalex.org/I164185940","display_name":"Texas A&M University at Galveston","ror":"https://ror.org/00w0k4e67","country_code":"US","type":"education","lineage":["https://openalex.org/I164185940"]},{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guilherme Corte","raw_affiliation_strings":["Department of Marine Biology, College of Marine Sciences and Maritime Studies, Texas A&M University Galveston, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Marine Biology, College of Marine Sciences and Maritime Studies, Texas A&M University Galveston, United States","institution_ids":["https://openalex.org/I164185940","https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069582374","display_name":"Keltony de Aquino Ferreira","orcid":"https://orcid.org/0000-0002-2005-364X","observed_orcids":["https://orcid.org/0000-0002-2005-364X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Keltony de Aquino Ferreira","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071673580","display_name":"Vitor Figueira Arueira","orcid":"https://orcid.org/0009-0004-9414-129X","observed_orcids":["https://orcid.org/0009-0004-9414-129X"]},"institutions":[{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Vitor Figueira Arueira","raw_affiliation_strings":["Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro, Maca\u00e9, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Biodiversidade e Sustentabilidade (NUPEM), Universidade Federal do Rio de Janeiro, Maca\u00e9, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I122140584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056406754","display_name":"Ab\u00edlio Soares-Gomes","orcid":"https://orcid.org/0000-0001-7936-914X","observed_orcids":["https://orcid.org/0000-0001-7936-914X"]},"institutions":[{"id":"https://openalex.org/I161127581","display_name":"Universidade Federal Fluminense","ror":"https://ror.org/02rjhbb08","country_code":"BR","type":"education","lineage":["https://openalex.org/I161127581"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ab\u00edlio Soares-Gomes","raw_affiliation_strings":["Laborat\u00f3rio de Ecologia de Sedimentos, Departamento de Biologia Marinha, Universidade Federal Fluminense, Niter\u00f3i, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laborat\u00f3rio de Ecologia de Sedimentos, Departamento de Biologia Marinha, Universidade Federal Fluminense, Niter\u00f3i, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I161127581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005523538","display_name":"Ilana Rosental Zalmon","orcid":"https://orcid.org/0000-0001-5888-9875","observed_orcids":["https://orcid.org/0000-0001-5888-9875"]},"institutions":[{"id":"https://openalex.org/I3130050927","display_name":"State University of Norte Fluminense","ror":"https://ror.org/00xb6aw94","country_code":"BR","type":"education","lineage":["https://openalex.org/I3130050927"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ilana Rosental Zalmon","raw_affiliation_strings":["Laborat\u00f3rio de Ci\u00eancias Ambientais, Universidade Estadual do Norte Fluminense Darcy Ribeiro, Campos dos Goytacazes, Rio de Janeiro, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laborat\u00f3rio de Ci\u00eancias Ambientais, Universidade Estadual do Norte Fluminense Darcy Ribeiro, Campos dos Goytacazes, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I3130050927"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036483932","display_name":"Carlos Alberto de Moura Barboza","orcid":"https://orcid.org/0000-0002-5922-5410","observed_orcids":["https://orcid.org/0000-0002-5922-5410"]},"institutions":[{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos Alberto de Moura Barboza","raw_affiliation_strings":["Instituto de Biodiversidade e Sustentabilidade (NUPEM) , Universidade Federal do Rio de Janeiro , Maca\u00e9 , Rio de Janeiro , Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Biodiversidade e Sustentabilidade (NUPEM) , Universidade Federal do Rio de Janeiro , Maca\u00e9 , Rio de Janeiro , Brazil","institution_ids":["https://openalex.org/I122140584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063815767","display_name":"David Leander Pearson","orcid":"https://orcid.org/0000-0002-8972-0404","observed_orcids":["https://orcid.org/0000-0002-8972-0404"]},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David L. Pearson","raw_affiliation_strings":["School of Life Sciences, Arizona State University, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Life Sciences, Arizona State University, United States","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5160945684"],"corresponding_institution_ids":["https://openalex.org/I3130050927","https://openalex.org/I88273585"],"apc_list":{"value":3830,"currency":"USD","value_usd":3830},"apc_paid":{"value":3830,"currency":"USD","value_usd":3830},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"325","issue":null,"first_page":"112187","last_page":"112187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10765","display_name":"Marine Biology and Ecology Research","score":0.8330000042915344,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10765","display_name":"Marine Biology and Ecology Research","score":0.8330000042915344,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10005","display_name":"Ecology and Vegetation Dynamics Studies","score":0.07349999994039536,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/T10669","display_name":"Freshwater macroinvertebrate diversity and ecology","score":0.011599999852478504,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/supralittoral-zone","display_name":"supralittoral zone","score":0.9089999794960022},{"id":"https://openalex.org/keywords/spatial-conservation-planning","display_name":"spatial conservation planning","score":0.6990000009536743},{"id":"https://openalex.org/keywords/biodiversity-representation","display_name":"biodiversity representation","score":0.6880000233650208},{"id":"https://openalex.org/keywords/rarity","display_name":"rarity","score":0.5450000166893005},{"id":"https://openalex.org/keywords/tiger-beetles","display_name":"tiger beetles","score":0.8849999904632568},{"id":"https://openalex.org/keywords/staphylinidae","display_name":"Staphylinidae","score":0.9990000128746033},{"id":"https://openalex.org/keywords/sea-turtle-nests","display_name":"sea turtle nests","score":0.9300000071525574},{"id":"https://openalex.org/keywords/shorebirds","display_name":"shorebirds","score":0.9980000257492065},{"id":"https://openalex.org/keywords/coastal-vegetation","display_name":"coastal vegetation","score":0.7879999876022339},{"id":"https://openalex.org/keywords/conservation-prioritization","display_name":"conservation prioritization","score":0.6209999918937683},{"id":"https://openalex.org/keywords/southeastern-brazil","display_name":"southeastern Brazil","score":0.4970000088214874}],"concepts":[{"id":"https://openalex.org/C130217890","wikidata":"https://www.wikidata.org/wiki/Q47041","display_name":"Biodiversity","level":2,"score":0.7019000053405762},{"id":"https://openalex.org/C71640776","wikidata":"https://www.wikidata.org/wiki/Q16521","display_name":"Taxon","level":2,"score":0.6047000288963318},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.555899977684021},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.49950000643730164},{"id":"https://openalex.org/C34979341","wikidata":"https://www.wikidata.org/wiki/Q2549340","display_name":"Supralittoral zone","level":3,"score":0.4952999949455261},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.4602999985218048},{"id":"https://openalex.org/C13474642","wikidata":"https://www.wikidata.org/wiki/Q43806","display_name":"Invertebrate","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C189592816","wikidata":"https://www.wikidata.org/wiki/Q427626","display_name":"Taxonomic rank","level":3,"score":0.3409000039100647},{"id":"https://openalex.org/C187604713","wikidata":"https://www.wikidata.org/wiki/Q5570810","display_name":"Global biodiversity","level":3,"score":0.32179999351501465},{"id":"https://openalex.org/C2994246104","wikidata":"https://www.wikidata.org/wiki/Q641498","display_name":"Biodiversity conservation","level":3,"score":0.31049999594688416},{"id":"https://openalex.org/C29450965","wikidata":"https://www.wikidata.org/wiki/Q342511","display_name":"Biota","level":2,"score":0.3102000057697296},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.30790001153945923},{"id":"https://openalex.org/C153427425","wikidata":"https://www.wikidata.org/wiki/Q864294","display_name":"Biodiversity hotspot","level":3,"score":0.3050000071525574},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.29350000619888306},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.2847000062465668},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C94747663","wikidata":"https://www.wikidata.org/wiki/Q7574086","display_name":"Spatial variability","level":2,"score":0.2678999900817871},{"id":"https://openalex.org/C179345059","wikidata":"https://www.wikidata.org/wiki/Q11394","display_name":"Endangered species","level":3,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.biocon.2026.112187","doi":"https://doi.org/10.1016/j.biocon.2026.112187","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.biocon.2026.112187","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0006320726004994/pdf","source":{"id":"https://openalex.org/S80660208","display_name":"Biological Conservation","issn_l":"0006-3207","issn":["0006-3207","1873-2917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biological Conservation","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.biocon.2026.112187","doi":"https://doi.org/10.1016/j.biocon.2026.112187","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.biocon.2026.112187","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0006320726004994/pdf","source":{"id":"https://openalex.org/S80660208","display_name":"Biological Conservation","issn_l":"0006-3207","issn":["0006-3207","1873-2917"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biological Conservation","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","score":1.0,"id":"https://metadata.un.org/sdg/14"},{"display_name":"Life on land","score":0.9599999785423279,"id":"https://metadata.un.org/sdg/15"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322749","display_name":"Funda\u00e7\u00e3o Carlos Chagas Filho de Amparo \u00e0 Pesquisa do Estado do Rio de Janeiro","ror":"https://ror.org/03kk0s825"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225324094.pdf","grobid_xml":"https://content.openalex.org/works/W7225324094.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W999523465","https://openalex.org/W1536958512","https://openalex.org/W1732693774","https://openalex.org/W1972023833","https://openalex.org/W1978762189","https://openalex.org/W2028911118","https://openalex.org/W2059317971","https://openalex.org/W2063920532","https://openalex.org/W2068247706","https://openalex.org/W2068337419","https://openalex.org/W2070902351","https://openalex.org/W2086170207","https://openalex.org/W2098478870","https://openalex.org/W2107540936","https://openalex.org/W2119539489","https://openalex.org/W2149481948","https://openalex.org/W2154741974","https://openalex.org/W2510498006","https://openalex.org/W2528258135","https://openalex.org/W2600252046","https://openalex.org/W2608623023","https://openalex.org/W2772423719","https://openalex.org/W2895181430","https://openalex.org/W3118150341","https://openalex.org/W3199354838","https://openalex.org/W4295220451","https://openalex.org/W4306386366","https://openalex.org/W4387705098","https://openalex.org/W4389274155","https://openalex.org/W4390701994","https://openalex.org/W4394785691","https://openalex.org/W4394883256","https://openalex.org/W4406863796","https://openalex.org/W4407105142","https://openalex.org/W4407904061","https://openalex.org/W4411901911","https://openalex.org/W4413862357"],"related_works":["https://openalex.org/W7036206418","https://openalex.org/W4200111643","https://openalex.org/W2565326761","https://openalex.org/W1536958512","https://openalex.org/W4407252767","https://openalex.org/W2028651638","https://openalex.org/W2075719910","https://openalex.org/W1963974650","https://openalex.org/W2107540936","https://openalex.org/W2773720453"],"abstract_inverted_index":{"Sandy":[0],"beach":[1,79,137],"biodiversity":[2,30,132],"is":[3],"under":[4],"increasing":[5],"pressure":[6],"from":[7],"anthropogenic":[8],"stressors":[9],"across":[10,76,134],"the":[11,70],"ocean-land":[12],"interface,":[13],"creating":[14],"an":[15],"urgent":[16],"need":[17],"for":[18,28,47,145],"cost-effective":[19],"conservation":[20,33,38,158],"tools.":[21],"Umbrella":[22,111],"taxa":[23,75,100,129],"can":[24],"serve":[25],"as":[26],"proxies":[27],"co-occurring":[29],"in":[31,81,120],"spatial":[32,123,151],"planning":[34],"and":[35,49,63,92,99,108,122,153],"guide":[36],"habitat-based":[37,157],"actions":[39],"that":[40],"benefit":[41],"broader":[42],"communities.":[43],"However,":[44],"quantitative":[45],"frameworks":[46],"identifying":[48,146],"validating":[50],"umbrella":[51,71,128,148],"approaches":[52],"remain":[53],"limited.":[54],"We":[55],"developed":[56],"a":[57,142],"framework":[58,144],"combining":[59],"co-occurrence":[60],"potential,":[61],"rarity,":[62],"sensitivity":[64],"to":[65,68],"human":[66],"modification":[67],"assess":[69],"potential":[72,154],"of":[73,117,126,156],"71":[74],"30":[77],"wave-exposed":[78],"sectors":[80],"southeastern":[82],"Brazil.":[83],"The":[84],"resulting":[85],"portfolio":[86],"integrated":[87],"resident":[88],"arthropods,":[89],"particularly":[90],"Cicindelidae":[91],"Staphylinidae,":[93],"with":[94,102],"sea":[95],"turtle":[96],"nests,":[97],"shorebirds,":[98],"associated":[101],"adjacent":[103],"habitats,":[104],"notably":[105],"wrack":[106],"deposits":[107],"coastal":[109],"vegetation.":[110],"combinations":[112],"consistently":[113],"outperformed":[114],"random":[115],"sets":[116],"equivalent":[118],"size":[119],"taxonomic":[121],"coverage.":[124],"Pairs":[125],"selected":[127],"achieved":[130],"high":[131],"representation":[133],"relatively":[135],"few":[136],"sectors.":[138],"Our":[139],"results":[140],"provide":[141],"reproducible":[143],"regional":[147],"portfolios,":[149],"guiding":[150],"prioritization":[152],"monitoring":[155],"outcomes.":[159]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-11-06T00:00:00"}