cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rylt6w
title: Occurrence Download

description: A dataset containing 8582 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 8582 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003974-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cp443b
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liolaemus poecilochromus Laurent, 1986"
 ]
}

 The dataset includes 23 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003226-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j65zy9
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peromyscus pseudocrinitus Burt, 1932"
 ]
}

 The dataset includes 79 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003227-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9xwky
title: Occurrence Download

description: A dataset containing 4768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pusa hispida saimensis (Nordquist, 1899)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 4768 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003228-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eumj72
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cervus elaphus corsicanus Erxleben, 1777",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003230-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swd59b
title: Occurrence Download

description: A dataset containing 548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis punicus Felten, Spitzenberger & Storch, 1977",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 548 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003232-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzquyj
title: Occurrence Download

description: A dataset containing 276755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "Geometry POLYGON((-98.51494 41.56002,-90.82171 41.56002,-90.82171 49.74303,-98.51494 49.74303,-98.51494 41.56002))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 276755 records from 245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003209-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jztxb8
title: Occurrence Download

description: A dataset containing 534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-133.40753 3.44365,-55.59247 3.44365,-55.59247 34.55635,-133.40753 34.55635,-133.40753 3.44365))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agalychnis callidryas (Cope, 1862)"
 ]
}

 The dataset includes 534 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003233-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jc6fw7
title: Occurrence Download

description: A dataset containing 4246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ovis aries musimon (Pallas, 1811)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 4246 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003234-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axn64d
title: Occurrence Download

description: A dataset containing 21298 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "PublishingOrg is one of (5a45153b-bdf9-44ae-b7a7-e3261896540b)",
 "CollectionKey is one of (3a57606a-e8ee-4d9c-aa11-7918bc3f12a0)"
 ]
 }
 ]
}

 The dataset includes 21298 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003235-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tg4zsu
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sciurus anomalus Gmelin, 1778",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 278 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003236-241007104925546/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.26814913
title: Robust Regression with Covariate Filtering: Heavy Tails and Adversarial Contamination

description: We study the problem of linear regression where both covariates and responses are potentially (i) heavy-tailed and (ii) adversarially contaminated. Several computationally efficient estimators have been proposed for the simpler setting where the covariates are sub-Gaussian and uncontaminated; however, these estimators may fail when the covariates are either heavy-tailed or contain outliers. In this work, we show how to modify the Huber regression, least trimmed squares, and least absolute deviation estimators to obtain estimators which are simultaneously computationally and statistically efficient in the stronger contamination model. Our approach is quite simple, and consists of applying a filtering algorithm to the covariates, and then applying the classical robust regression estimators to the remaining data. We show that the Huber regression estimator achieves near-optimal error rates in this setting, whereas the least trimmed squares and least absolute deviation estimators can be made to achieve near-optimal error after applying a postprocessing step. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.26814913.v2
title: Robust Regression with Covariate Filtering: Heavy Tails and Adversarial Contamination

description: We study the problem of linear regression where both covariates and responses are potentially (i) heavy-tailed and (ii) adversarially contaminated. Several computationally efficient estimators have been proposed for the simpler setting where the covariates are sub-Gaussian and uncontaminated; however, these estimators may fail when the covariates are either heavy-tailed or contain outliers. In this work, we show how to modify the Huber regression, least trimmed squares, and least absolute deviation estimators to obtain estimators which are simultaneously computationally and statistically efficient in the stronger contamination model. Our approach is quite simple, and consists of applying a filtering algorithm to the covariates, and then applying the classical robust regression estimators to the remaining data. We show that the Huber regression estimator achieves near-optimal error rates in this setting, whereas the least trimmed squares and least absolute deviation estimators can be made to achieve near-optimal error after applying a postprocessing step. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.26814913.v1
title: Robust regression with covariate filtering: Heavy tails and adversarial contamination

description: We study the problem of linear regression where both covariates and responses are potentially (i) heavy-tailed and (ii) adversarially contaminated. Several computationally efficient estimators have been proposed for the simpler setting where the covariates are sub-Gaussian and uncontaminated; however, these estimators may fail when the covariates are either heavy-tailed or contain outliers. In this work, we show how to modify the Huber regression, least trimmed squares, and least absolute deviation estimators to obtain estimators which are simultaneously computationally and statistically efficient in the stronger contamination model. Our approach is quite simple, and consists of applying a filtering algorithm to the covariates, and then applying the classical robust regression estimators to the remaining data. We show that the Huber regression estimator achieves near-optimal error rates in this setting, whereas the least trimmed squares and least absolute deviation estimators can be made to achieve near-optimal error after applying a postprocessing step.
DOI: 10.15468/dl.93f3yg
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra aegagrus Erxleben, 1777",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 247 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003238-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vend2a
title: Occurrence Download

description: A dataset containing 263905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Campylorhynchus brunneicapillus (Lafresnaye, 1835))",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1901",
 "Year is less than or equal to 2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 263905 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003221-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcr9kr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pipistrellus hanaki Hulva & Benda, 2004",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003239-241007104925546/datasets/export for details.
DOI: 10.15468/dl.rmv38e
title: Occurrence Download

description: A dataset containing 1089 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CollectionCode is kuh",
 "OccurrenceStatus is Present",
 "StateProvince is Kansas",
 "TaxonKey is Phrynosomatidae"
 ]
}

 The dataset includes 1089 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003240-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgmmfd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dinaromys bogdanovi (Martino, 1922)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003242-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nprk8
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Chile",
 "OccurrenceStatus is Present",
 "TaxonKey is Leopardus jacobitus (Cornalia, 1865)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003244-241007104925546/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.27190128
title: Base final MARZO ACTUALIZADA 3-3-24 (1).sav

description: <pre>Database on Mexican population.</pre>
DOI: 10.6084/m9.figshare.27190128.v1
title: Base final MARZO ACTUALIZADA 3-3-24 (1).sav

description: <pre>Database on Mexican population.</pre>
DOI: 10.15468/dl.rjrhc2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocidura sicula Miller, 1900",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003245-241007104925546/datasets/export for details.
DOI: 10.15468/dl.vmz8jv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plecotus sardus Mucedda, Kiefer, Pidinchedda & Veith, 2002",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003246-241007104925546/datasets/export for details.
DOI: 10.15468/dl.bsddnv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plecotus gaisleri Benda, Kiefer, Hanak & Veith, 2004",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003247-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukg8bf
title: Occurrence Download

description: A dataset containing 392 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gonodactylus smithii Pocock, 1893"
 ]
}

 The dataset includes 392 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003248-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9w6rh
title: Occurrence Download

description: A dataset containing 926 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is ITA.11.4.53_1"
 ]
}

 The dataset includes 926 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003249-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwafba
title: Occurrence Download

description: A dataset containing 392 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gonodactylus smithii Pocock, 1893"
 ]
}

 The dataset includes 392 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003250-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unxkhz
title: Occurrence Download

description: A dataset containing 109247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Myiopsitta monachus (Boddaert, 1783)"
 ]
}

 The dataset includes 109247 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003231-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krynfs
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spermophilus suslicus (Güldenstaedt, 1770)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 82 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003251-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayfvar
title: Occurrence Download

description: A dataset containing 1093799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Passer domesticus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1093799 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003229-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5auc3u
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microtus tatricus Kratochvíl, 1952",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003252-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13882821
title: A global dataset of freshwater fish trophic interactions

description: Dataset associated with Ridgway and Wesner. 2024. A global dataset of freshwater fish trophic interactions. Scientific Data.
DOI: 10.5281/zenodo.13882822
title: A global dataset of freshwater fish trophic interactions

description: Dataset associated with Ridgway and Wesner. 2024. A global dataset of freshwater fish trophic interactions. Scientific Data.
DOI: 10.5281/zenodo.13905404
title: A global dataset of freshwater fish trophic interactions

description: Dataset associated with Ridgway and Wesner. 2024. A global dataset of freshwater fish trophic interactions. Scientific Data.
DOI: 10.5281/zenodo.13905414
title: A global dataset of freshwater fish trophic interactions

description: Dataset associated with Ridgway and Wesner. 2024. A global dataset of freshwater fish trophic interactions. Scientific Data.
DOI: 10.15468/dl.zcresm
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is one of (Charadrius wilsonia Ord, 1814, Charadrius wilsonia wilsonia, Charadrius wilsonia cinnamominus (Ridgway, 1919), Charadrius wilsonia crassirostris Spix, 1825, Charadrius wilsonia beldingi (Ridgway, 1919), Charadrius wilsonia brasiliensis Grantsau & P.C.Lima, 2008)"
 ]
}

 The dataset includes 34 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003253-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjsz9x
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rupicapra rupicapra tatrica Blahout, 1971",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003254-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kn5ta2
title: Occurrence Download

description: A dataset listing the 583 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus L.",
 "Year 1899-2024"
 ]
}

 The dataset's 583 records were derived from 3135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003237-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-4158
title: Greek God Friday, 1951

description: 4 images. Greek God Friday, April 27, 1951. Victoria Latsis; Father Anthony Kosturos; Fay Lakes; Irene Photoglou; Katherine Latsis.
DOI: 10.15468/dl.xuhr3u
title: Occurrence Download

description: A dataset containing 15 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 Aconaemys porteri Thomas, 1917"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064581-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ejt5e
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinalia amplectens (J.J.Sm.) Schuit., Y.P.Ng & H.A.Pedersen"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199296-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.