cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5522/04/26124841
title: The challenge of uncertainty

description: Unpredictability in environmental dynamics may be the greatest challenge of our time. However, sustainability initiatives are designed with the assumption that people’s access to natural resources is relatively predictable. This assumption is based on the principle that users must have the right to exclude free riders through clear boundaries to use resources sustainably. Lack of boundaries is linked to the tragedy of the commons. However, clear boundaries are not always possible, especially in areas with unpredictable ecosystem dynamics. How to achieve sustainability in unpredictable systems is still poorly explored. To answer this question we evaluated 11 SES through interviews.For each SES identified, we selected at least three experts to assess the level of predictability faced by the human groups in each SES. We used a three-step interactive process. First experts were asked to define a measure of a good day for the specific SES. We defined “good day” as a day or hunting/gathering/fishing excursion for which a household of that specific SES would feel satisfied with the quantity of resources they had accessed. The “good day” measure was determined by consensus among all experts in each SES.Following the consensus on what would be a good day in each SES, we asked experts to estimate the level of predictability of the human group in achieving the “good day” target. We used a structured expert elicitation protocol (the Investigate, Discuss, Estimate, and Aggregate (IDEA) protocol) to establish this accurately. The IDEA protocol comprises two phases. Initially, experts provided an average score, a confidence interval, and the likelihood that the confidence interval accurately represents the real value (ranging from 50% to 100%). The question we asked was about the number of good days/trips out of 10 that a household in that specific SES would have (not necessarily 10 consecutive days, but rather 10 consecutive attempts to access and use resources).Following individual consultations with experts from each SES we normalized all answers to 80% confidence interval. Then, we showed all answers to the experts of the same SES to potentially adjust their responses based on aggregated findings. This iterative process enabled experts to compare and refine their assessments. The final score was the average number of good days, and average confidence interval of all experts’ answers.We repeated the same process regarding the impact of implementing clear boundaries in that specific SES. We asked them to measure the quantity of “good days” in case strict boundaries were implemented in that specific SES (questionnaires in supplementary material)The number of experts interviewed for each case study ranged from three to six, totaling 48 entries from 35 experts. Each expert was interviewed at least three times. Interviews were carried out between June 2022 and December 2023. Interviews were conducted in Portuguese, English, and Spanish. Ethical approval was obtained from the Ethics Committee at Imperial College London (approval number 21IC7307).<br>
DOI: 10.5522/04/26124841.v1
title: The challenge of uncertainty

description: Unpredictability in environmental dynamics may be the greatest challenge of our time. However, sustainability initiatives are designed with the assumption that people’s access to natural resources is relatively predictable. This assumption is based on the principle that users must have the right to exclude free riders through clear boundaries to use resources sustainably. Lack of boundaries is linked to the tragedy of the commons. However, clear boundaries are not always possible, especially in areas with unpredictable ecosystem dynamics. How to achieve sustainability in unpredictable systems is still poorly explored. To answer this question we evaluated 11 SES through interviews.For each SES identified, we selected at least three experts to assess the level of predictability faced by the human groups in each SES. We used a three-step interactive process. First experts were asked to define a measure of a good day for the specific SES. We defined “good day” as a day or hunting/gathering/fishing excursion for which a household of that specific SES would feel satisfied with the quantity of resources they had accessed. The “good day” measure was determined by consensus among all experts in each SES.Following the consensus on what would be a good day in each SES, we asked experts to estimate the level of predictability of the human group in achieving the “good day” target. We used a structured expert elicitation protocol (the Investigate, Discuss, Estimate, and Aggregate (IDEA) protocol) to establish this accurately. The IDEA protocol comprises two phases. Initially, experts provided an average score, a confidence interval, and the likelihood that the confidence interval accurately represents the real value (ranging from 50% to 100%). The question we asked was about the number of good days/trips out of 10 that a household in that specific SES would have (not necessarily 10 consecutive days, but rather 10 consecutive attempts to access and use resources).Following individual consultations with experts from each SES we normalized all answers to 80% confidence interval. Then, we showed all answers to the experts of the same SES to potentially adjust their responses based on aggregated findings. This iterative process enabled experts to compare and refine their assessments. The final score was the average number of good days, and average confidence interval of all experts’ answers.We repeated the same process regarding the impact of implementing clear boundaries in that specific SES. We asked them to measure the quantity of “good days” in case strict boundaries were implemented in that specific SES (questionnaires in supplementary material)The number of experts interviewed for each case study ranged from three to six, totaling 48 entries from 35 experts. Each expert was interviewed at least three times. Interviews were carried out between June 2022 and December 2023. Interviews were conducted in Portuguese, English, and Spanish. Ethical approval was obtained from the Ethics Committee at Imperial College London (approval number 21IC7307).<br>
DOI: 10.15468/dl.z8sy65
title: Occurrence Download

description: A dataset containing 438 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Ocotea amazonica (Meisn.) Mez, Oreodaphne amazonica Meisn.)"
 ]
}

 The dataset includes 438 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008913-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yvr6a
title: Occurrence Download

description: A dataset containing 629 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus germana Schltdl. & Cham."
 ]
}

 The dataset includes 629 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008914-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrb6c5
title: Occurrence Download

description: A dataset containing 453947 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euonymus europaeus L."
 ]
}

 The dataset includes 453947 records from 2230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008902-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57934/0b01e410806db8ee
title: Nationaal Cohortonderzoek Onderwijs met veranderlijke demografische-, regio-, inkomens- en opleidingsgegevens van de PO en VO cohorten
DOI: 10.15468/dl.ezhvh3
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, Hong Kong)",
 "OccurrenceStatus is Present",
 "TaxonKey is Camellia petelotii (Merr.) Sealy"
 ]
}

 The dataset includes 77 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001607-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57934/0b01e410806e01b1
title: Productienetwerk Nederland op bedrijfsniveau met 250 goederengroepen
DOI: 10.57934/0b01e410806e03cd
title: Transacties bestaande koopwoningen aan particulieren
DOI: 10.15468/dl.h3yz2t
title: Occurrence Download

description: A dataset containing 543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Eleutherodactylus cystignathoides (Cope, 1877))"
 ]
}

 The dataset includes 543 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001608-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57934/0b01e410806e138c
title: Personen in de Enquête Beroepsbevolking met gegevens over hun opleiding.
DOI: 10.15468/dl.hvd54b
title: Occurrence Download

description: A dataset containing 8735 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Panthera leo (Linnaeus, 1758)"
 ]
}

 The dataset includes 8735 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069455-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxgh8x
title: Occurrence Download

description: A dataset containing 733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Netherlands",
 "Geometry POLYGON((4.408 52.003,4.798 52.003,4.798 52.226,4.408 52.226,4.408 52.003))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Limosa limosa (Linnaeus, 1758)",
 "Year 2020-2021"
 ]
}

 The dataset includes 733 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153665-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pn96tq
title: Occurrence Download

description: A dataset containing 521 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Harpachne schimperi Hochst. ex A.Rich."
 ]
}

 The dataset includes 521 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013549-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rd5pvw
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Octopus bimaculoides Pickford & McConnaughey, 1949",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 172 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029732-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.llfjig
title: Occurrence Download

description: A dataset containing 1022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Quercus crassipes Bonpl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1022 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029736-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhp9jt
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachythecium pinnirameum C.Müller, 1896"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153661-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3smppt
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gynura rubiginosa (Elmer) J.R.Drumm. ex Merr. & Rolfe"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013552-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fvcau
title: Occurrence Download

description: A dataset containing 429 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Geometry POLYGON((-65.83008 -60.19616,-16.34766 -60.67318,-15.11719 -42.81152,-13.71094 -12.89749,-31.28906 10.83331,-43.24219 24.84657,-38.32031 36.87962,-25.83984 65.58572,-36.38672 67.54217,-47.63672 67.54217,-68.68652 67.25506,-69.16992 65.54937,-77.21191 64.68032,-78.00293 63.33241,-77.3877 62.20651,-72.68555 59.04055,-70.13672 53.85253,-76.24512 48.95137,-78.83789 41.83683,-82.44141 37.30028,-95.80078 33.57801,-101.77734 27.21556,-98.10791 18.16673,-94.81201 17.28771,-90.06592 14.96601,-87.60498 15.00846,-85.18799 13.94473,-84.35303 10.2933,-82.33154 8.68964,-81.10107 8.47237,-80.52979 8.6462,-79.29932 9.25394,-78.46436 8.9936,-77.03613 7.4932,-69.60937 2.1089,-50.97656 -14.26438,-68.99414 -40.5138,-72.1582 -51.01375,-68.4668 -54.41893,-65.83008 -60.19616))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Astropecten mcedwardi Cobb, Lawrence, Herrera & Janies, 2019"
 ]
}

 The dataset includes 429 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187782-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fwjwg
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllomedusa tarsius (Cope, 1868)"
 ]
}

 The dataset includes 391 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168392-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kodcqd
title: Occurrence Download

description: A dataset containing 1371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Mustela lutreola (Linnaeus, 1761)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1371 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029734-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1bbmap
title: Occurrence Download

description: A dataset containing 15443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Wallis and Futuna",
 {
 "or" : [
 "PublishingCountry is New Caledonia",
 "PublishingCountry is United States of America",
 "PublishingCountry is New Zealand",
 "PublishingCountry is United Kingdom of Great Britain and Northern Ireland",
 "PublishingCountry is Wallis and Futuna",
 "PublishingCountry is Australia",
 "PublishingCountry is Japan",
 "PublishingCountry is Germany",
 "PublishingCountry is Netherlands",
 "PublishingCountry is Belgium",
 "PublishingCountry is Austria",
 "PublishingCountry is Sweden",
 "PublishingCountry is Switzerland",
 "PublishingCountry is Canada"
 ]
 }
 ]
}

 The dataset includes 15443 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029737-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yg4mx
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Palicus obesus (A.Milne-Edwards, 1880)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 50 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065578-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dch5u9
title: Occurrence Download

description: A dataset containing 17929536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "TaxonKey is Turdus migratorius Linnaeus, 1766"
 ]
}

 The dataset includes 17929536 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145263-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.caehnn
title: Occurrence Download

description: A dataset containing 5131 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana aurora Baird & Girard, 1852"
 ]
}

 The dataset includes 5131 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168395-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83z3sc
title: Occurrence Download

description: A dataset containing 33021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Circus ranivorus (Daudin, 1800)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 33021 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030558-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnmjtb
title: Occurrence Download

description: A dataset containing 9501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Calendula officinalis L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9501 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029739-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2sy4q4
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ayenia aliculata Cristóbal"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145333-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwqzjf
title: Occurrence Download

description: A dataset containing 290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Priva grandiflora (Ortega) Moldenke"
 ]
}

 The dataset includes 290 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003072-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yrpc6
title: Occurrence Download

description: A dataset containing 7641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-31.565747 65.07073733333334, 2.479608666666667 65.07073733333334, 2.479608666666667 82.15736799999999, -31.565747 82.15736799999999, -31.565747 65.07073733333334))",
 "EventDate is 2016-05-01,2016-05-31"
 ]
}

 The dataset includes 7641 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030572-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v524qv
title: Occurrence Download

description: A dataset containing 1565 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Canada",
 "Country is Canada"
 ]
 },
 "TaxonKey is one of (Ranunculus gmelinii DC.)"
 ]
}

 The dataset includes 1565 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145332-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6etp9g
title: Occurrence Download

description: A dataset containing 2422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhus chinensis Mill."
 ]
}

 The dataset includes 2422 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006273-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewwxyr
title: Occurrence Download

description: A dataset listing the 595 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is La liste (3) Rouge des plantes menacées de la Guinée"
 ]
}

 The dataset's 595 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029739-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ddj2p
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus huber-morathii Kirchhoff"
 ]
}

 The dataset includes 21 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030566-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.