cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5p46zp
title: Occurrence Download

description: A dataset containing 1541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Huperzia selago (L.) Bernh."
 ]
}

 The dataset includes 1541 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261532-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tekksn
title: Occurrence Download

description: A dataset containing 1159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "TaxonKey is Oxalis griffithii Edgew. & Hook.fil."
 ]
}

 The dataset includes 1159 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229924-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcgp5h
title: Occurrence Download

description: A dataset containing 503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.30_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco tinnunculus Linnaeus, 1758",
 "Year 2000-2020"
 ]
}

 The dataset includes 503 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004900-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98mwfe
title: Occurrence Download

description: A dataset containing 9822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sternula albifrons (Pallas, 1764)",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria, Belgium, Netherlands)"
 ]
}

 The dataset includes 9822 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177445-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.et8xam
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Launaea picridioides (Webb) B.L.Rob."
 ]
}

 The dataset includes 39 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004909-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8w6qrp
title: Occurrence Download

description: A dataset containing 208892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larus fuscus Linnaeus, 1758",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria, Belgium, Netherlands)"
 ]
}

 The dataset includes 208892 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177423-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wu7xw
title: Occurrence Download

description: A dataset containing 329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Poncirus trifoliata (L.) Raf."
 ]
}

 The dataset includes 329 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283558-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c4fcv
title: Occurrence Download

description: A dataset containing 44992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larus michahellis J.F.Naumann, 1840",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria, Belgium, Netherlands)"
 ]
}

 The dataset includes 44992 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177435-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.365rsf
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Burkina Faso",
 "DatasetKey is one of (FLOTROP, a massive contribution to plant diversity data for open ecosystems in Tropical Africa., Naturalis Biodiversity Center (NL) - Botany, Herbarium Senckenbergianum (FR), Meise Botanic Garden Herbarium (BR), Royal Botanic Gardens, Kew - Herbarium Specimens, African Plants - a photo guide, iNaturalist Research-grade Observations, Les spermaphytes de l'Herbier du Centre National de Floristique de Côte d'Ivoire: quatrième partie., NMNH Extant Specimen Records (USNM, US), Herbarium Berolinense, Berlin (B))",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Continent derived from coordinates, Continent derived from country, Occurrence status inferred from individual count, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (48adce57-6a8c-49a0-ba35-1adeafc19839, 396d5f30-dea9-11db-8ab4-b8a03c50a862, c76cf030-2a95-11da-9cc1-b8a03c50a862, 061b4f20-f241-11da-a328-b8a03c50a862, a344ee9f-f1b7-4761-be2c-58ee6d741395, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, 57254bd0-8256-11d8-b7ed-b8a03c50a862, a3250342-34a5-4101-8831-d1a136483952)",
 "TaxonKey is Strychnos spinosa Lam.",
 "Year 1901-2021"
 ]
}

 The dataset includes 247 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283557-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5aqrd
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "TaxonKey is Aconitum krylovii Steinb."
 ]
}

 The dataset includes 50 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177439-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuam53
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthus anomalus S.F.Blake"
 ]
}

 The dataset includes 211 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238547-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z3tsu
title: Occurrence Download

description: A dataset containing 340 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthemum viscarium Boiss. & Reut."
 ]
}

 The dataset includes 340 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238540-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nn8brd
title: Occurrence Download

description: A dataset containing 2054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Uria lomvia (Linnaeus, 1758)",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria, Belgium, Netherlands)"
 ]
}

 The dataset includes 2054 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177483-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gut2cx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hygrophila difformis (L.fil.) Blume",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200550-220831081235567/datasets/export for details.
DOI: 10.15468/dl.g6fd45
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labanda Walker, 1859",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209088-220831081235567/datasets/export for details.
DOI: 10.15468/dl.r2ejze
title: Occurrence Download

description: A dataset containing 5036 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthus debilis Nutt."
 ]
}

 The dataset includes 5036 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238563-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kypa99
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium dipsacolepis (Maxim.) Matsum.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 253 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200564-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rksegk
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia vallartensis A.Vázquez & Muñiz-Castro"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238548-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvphrd
title: Occurrence Download

description: A dataset containing 24566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larus cachinnans Pallas, 1811",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria, Belgium, Netherlands)"
 ]
}

 The dataset includes 24566 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177437-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z77wbj
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kalanchoe salazarii Raym.-Hamet"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000630-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d488yh
title: Occurrence Download

description: A dataset containing 1157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((1.37689 31.65076,75.62311 31.65076,75.62311 61.34924,1.37689 61.34924,1.37689 31.65076))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sitta krueperi Pelzeln, 1863",
 "Year 2019-2021"
 ]
}

 The dataset includes 1157 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200562-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgvkzp
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iliamna grandiflora (Rydb.) Wiggins"
 ]
}

 The dataset includes 107 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252058-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79bzqj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydnophytum formicarum Jack",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200566-220831081235567/datasets/export for details.
DOI: 10.15468/dl.snz9n9
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vernonia violacea Oliv. & Hiern ex Oliv."
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029527-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zzzku
title: Occurrence Download

description: A dataset containing 743 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isthmohyla pseudopuma (Günther, 1901)"
 ]
}

 The dataset includes 743 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209019-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpmy2w
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "TaxonKey is Lophura leucomelanos (Latham, 1790)",
 "Year 1923-2023"
 ]
}

 The dataset includes 224 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283559-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25517321.v1
title: Doubly-Valid/Doubly-Sharp Sensitivity Analysis for Causal Inference with Unmeasured Confounding

description: We consider the problem of constructing bounds on the average treatment effect (ATE) when unmeasured confounders exist but have bounded influence. Specifically, we assume that omitted confounders could not change the odds of treatment for any unit by more than a fixed factor. We derive the sharp partial identification bounds implied by this assumption by leveraging distributionally robust optimization, and we propose estimators of these bounds with several novel robustness properties. The first is <i>double sharpness</i>: our estimators consistently estimate the sharp ATE bounds when one of two nuisance parameters is misspecified and achieve semiparametric efficiency when all nuisance parameters are suitably consistent. The second and more novel property is <i>double validity</i>: even when most nuisance parameters are misspecified, our estimators still provide valid but possibly conservative bounds for the ATE and our Wald confidence intervals remain valid even when our estimators are not asymptotically normal. As a result, our estimators provide a highly credible method for sensitivity analysis of causal inferences.
DOI: 10.15468/dl.mbrwt6
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cephaloon pallens",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 61 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209017-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25488544.v2
title: Automatic Regenerative Simulation via Non-Reversible Simulated Tempering

description: Simulated Tempering (ST) is an MCMC algorithm for complex target distributions that operates on a path between the target and a more amenable reference distribution. Crucially, if the reference enables iid sampling, ST is <i>regenerative</i> and can be parallelized across independent tours. However, the difficulty of tuning ST has hindered its widespread adoption. In this work, we develop a simple <i>nonreversible</i> ST (NRST) algorithm, a general theoretical analysis of ST, and an automated tuning procedure for ST. A core contribution that arises from the analysis is a novel performance metric—<i>Tour Effectiveness (TE)</i>—that controls the asymptotic variance of estimates from ST for bounded test functions. We use the TE to show that NRST dominates its reversible counterpart. We then develop an automated tuning procedure for NRST algorithms that targets the TE while minimizing computational cost. This procedure enables straightforward integration of NRST into existing probabilistic programming languages. We provide extensive experimental evidence that our tuning scheme improves the performance and robustness of NRST algorithms on a diverse set of probabilistic models. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.15468/dl.mmgjxq
title: Occurrence Download

description: A dataset containing 476 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthemum viscidulum Boiss."
 ]
}

 The dataset includes 476 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238541-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25488544.v1
title: Automatic regenerative simulation via non-reversible simulated tempering

description: Simulated Tempering (ST) is an MCMC algorithm for complex target distributions that operates on a path between the target and a more amenable reference distribution. Crucially, if the reference enables i.i.d. sampling, ST is <i>regenerative</i> and can be parallelized across independent tours. However, the difficulty of tuning ST has hindered its widespread adoption. In this work, we develop a simple <i>nonreversible</i> ST (NRST) algorithm, a general theoretical analysis of ST, and an automated tuning procedure for ST. A core contribution that arises from the analysis is a novel performance metric—<i>Tour Effectiveness (TE)</i>—that controls the asymptotic variance of estimates from ST for bounded test functions. We use the TE to show that NRST dominates its reversible counterpart. We then develop an automated tuning procedure for NRST algorithms that targets the TE while minimizing computational cost. This procedure enables straightforward integration of NRST into existing probabilistic programming languages. We provide extensive experimental evidence that our tuning scheme improves the performance and robustness of NRST algorithms on a diverse set of probabilistic models.
DOI: 10.15468/dl.gkk69j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphranta camelliae (Itō, 1948)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209093-220831081235567/datasets/export for details.
DOI: 10.15468/dl.dt57ma
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthus ×ambiguus (Torr. & A.Gray) R.W.Long"
 ]
}

 The dataset includes 27 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238543-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4z9j7
title: Occurrence Download

description: A dataset containing 23757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Larus marinus Linnaeus, 1758",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria, Belgium, Netherlands)"
 ]
}

 The dataset includes 23757 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177441-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5hk9g
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia tamaulipana Vazquez"
 ]
}

 The dataset includes 78 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238554-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.