cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qb437p
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Geometry POLYGON((-156.27796 18.89143,-154.15981 18.89143,-154.15981 20.27298,-156.27796 20.27298,-156.27796 18.89143))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eleutherodactylus coqui Thomas, 1966"
 ]
}

 The dataset includes 459 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050093-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9kvgq
title: Occurrence Download

description: A dataset containing 1415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cannabis sativa L."
 ]
}

 The dataset includes 1415 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050094-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4ar92
title: Occurrence Download

description: A dataset containing 6732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phytolacca americana L."
 ]
}

 The dataset includes 6732 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050095-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14563700
title: Data used in "Characteristics of long-track tropopause polar vortices"

description: This repository includes all data used in the writing of "Characteristics of long-track tropopause polar vortices," published in Weather and Climate Dynamics in March 2022 with doi https://doi.org/10.5194/wcd-3-251-2022. These files, along with the ERA-Interim atmospheric reanalysis, should be sufficient to replicate all figures and tables produced in that publication. Data formats include csv, txt, and npy/nzp files that can be opened with the Numpy Python package.
DOI: 10.5281/zenodo.14563701
title: Data used in "Characteristics of long-track tropopause polar vortices"

description: This repository includes all data used in the writing of "Characteristics of long-track tropopause polar vortices," published in Weather and Climate Dynamics in March 2022 with doi https://doi.org/10.5194/wcd-3-251-2022. These files, along with the ERA-Interim atmospheric reanalysis, should be sufficient to replicate all figures and tables produced in that publication. Data formats include csv, txt, and npy/nzp files that can be opened with the Numpy Python package.
DOI: 10.5281/zenodo.8132850
title: Deriving a Transformation Rate Map of Dissolved Organic Carbon over the Contiguous U.S.

description: We develop a new map of the dissolved organic carbon (DOC) production rate (\(P_r\)) over the contiguous United States. This map is derived by combining the USGS riverine DOC observations, the HWSD v1.2 top layer (0-30cm) soil organic carbon data, the watershed characteristics from two existing datasets (medium-resolution NHDplus and ScienceBase), and state-of-the-art machine learning techniques. 
description: This research is supported by the Office of Science of the U.S. Department of Energy as part of the Earth System Model Development program area through the Energy Exascale Earth System Model (E3SM) project. The Pacific Northwest National Laboratory is operated by Battelle for the U.S. Department of Energy under Contract DE-AC05-76RLO1830.
DOI: 10.5281/zenodo.8339372
title: Deriving a Transformation Rate Map of Dissolved Organic Carbon over the Contiguous U.S.

description: We develop a new map of the dissolved organic carbon (DOC) transformation rate (\(P_r\)) over the contiguous United States. This map is derived by combining the USGS riverine DOC observations, the HWSD v1.2 top layer (0-30cm) soil organic carbon data, the watershed characteristics from two existing datasets (medium-resolution NHDplus and ScienceBase), and state-of-the-art machine learning techniques. 
description: This research is supported by the Office of Science of the U.S. Department of Energy as part of the Earth System Model Development program area through the Energy Exascale Earth System Model (E3SM) project. The Pacific Northwest National Laboratory is operated by Battelle for the U.S. Department of Energy under Contract DE-AC05-76RL01830. L. Li and H.-Y. Li also acknowledge the support from the U.S. National Science Foundation (EAR #1804560).
DOI: 10.15468/dl.geedzz
title: Occurrence Download

description: A dataset containing 1129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Mirabilis jalapa L."
 ]
}

 The dataset includes 1129 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050096-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kxwap
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "TaxonKey is Agrostemma githago L."
 ]
}

 The dataset includes 327 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050097-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpjqrs
title: Occurrence Download

description: A dataset containing 538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "TaxonKey is Kinosternon flavescens (Agassiz, 1857)",
 "Year 2000-2024"
 ]
}

 The dataset includes 538 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050098-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10315353
title: WallStreetBets 2022
DOI: 10.15468/dl.8j6t9x
title: Occurrence Download

description: A dataset containing 3718 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "TaxonKey is Cerastium glomeratum Thuill."
 ]
}

 The dataset includes 3718 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050099-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7jxem
title: Occurrence Download

description: A dataset containing 677 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemitripterus villosus (Pallas, 1814)"
 ]
}

 The dataset includes 677 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037342-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112054767
title: Baal Myth Sixth Tablet

description: [Text Description:] Shapsh helps Anat recover Baal's corpse, Anat destroys Mot, Baal is restored and fights Mot ❧ [Text or Publication Number Note:] KTU 1.6; CTA 6; CAT 1.6; KTU2 1.6; CTU 1.6; RS 2.[009]; RS 5.155 ❧ [Excavation Description:] Excavations at Ras Shamra 1930. Found in Library of the High Priest, p. t. 210-264, Acropolis, excavated by Claude F.-A. Schaeffer, Mission Archeologique Francaise. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet, 26.5 cm. X 19.5 cm., 2 fragments ❧ [Physical Object Note:] Grey clay, six columns, incomplete
DOI: 10.15468/dl.4n8ucx
title: Occurrence Download

description: A dataset containing 908832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fraxinus excelsior L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 908832 records from 1801 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037684-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8u79r
title: Occurrence Download

description: A dataset containing 447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus norvegicus",
 "HasCoordinate is true",
 "Country is Italy"
 ]
}

 The dataset includes 447 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006265-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17169/refubium-48720
title: DEPRISK Deportation Database

description: The DEPRISK Deportation Database is part of the research project DEPRISK – Immigration Enforcement across the World: The Drivers and Consequences of Deportation Risk. The DEPRISK project was motivated by the lack of annual, country-level panel data on deportation corridors covering a wide range of country pairs over time. To address this gap, the project aimed to bring different data sources together in one database. The project is hosted at the Institute for Latin American Studies (LAI) of Freie Universität Berlin and was funded by the Fritz Thyssen Foundation from 2022 to 2025.
description: The DEPRISK Deportation Database provides annual indicators related to immigration enforcement and deportation practices, including: "Orders to leave the territory"; "Total reported returns"; "Enforced returns"; "Other reported returns"; and "Refusals of entry at the border". The database currently includes bilateral data from over 40 deporting countries, including most OECD countries. Data is obtained from administrative sources in deporting countries, either through published government statistics or data requests. For many of the European countries, we rely on data provided by Eurostat.
DOI: 10.17169/refubium-48720.2
title: DEPRISK Deportation Database

description: The DEPRISK Deportation Database is part of the research project DEPRISK – Immigration Enforcement across the World: The Drivers and Consequences of Deportation Risk. The DEPRISK project was motivated by the lack of annual, country-level panel data on deportation corridors covering a wide range of country pairs over time. To address this gap, the project aimed to bring different data sources together in one database. The project is hosted at the Institute for Latin American Studies (LAI) of Freie Universität Berlin and was funded by the Fritz Thyssen Foundation from 2022 to 2025.
description: The DEPRISK Deportation Database provides annual indicators related to immigration enforcement and deportation practices, including: "Orders to leave the territory"; "Total reported returns"; "Enforced returns"; "Other reported returns"; and "Refusals of entry at the border". The database currently includes bilateral data from over 40 deporting countries, including most OECD countries. Data is obtained from administrative sources in deporting countries, either through published government statistics or data requests. For many of the European countries, we rely on data provided by Eurostat.
DOI: 10.6084/m9.figshare.29951984
title: Augmenting the Control Arm of Randomized Trials by Incorporating Multiple External Data Sources Using Propensity Score Stratification and Data-Driven Mixture Prior

description: To enhance efficiency in drug development, interest in augmenting randomized controlled trials by supplementing the control arm with external data has grown rapidly. However, external data may lack between-population exchangeability. To facilitate proper information borrowing, we propose two two-stage strategies: the stratified propensity score self-adaptive mixture (SPS-SAM) prior and stratified propensity score calibrated elastic mixture (SPS-CEM) prior. The mixture prior is composed of an informative meta-analytic predictive (MAP) prior and a vague prior. In the first stage, propensity scores (PS) stratification is performed to select similar subjects from external data. Within each stratum, to mitigate the measured confounding, we calculate the PS overlap coefficient to account for the between-group heterogeneity by adjusting the hyperparameters of the MAP prior. In the second stage, to reduce unmeasured confounding and address potential prior-data conflict, we construct a data-driven mixture prior incorporating an adaptive weight that dynamically controls the proportion of the MAP prior. To obtain the adaptive weight measuring the extent of congruence between the current and the external data, SPS-SAM prior uses the likelihood ratio test and SPS-CEM prior uses the scaled t-test, respectively. Compared with existing methods, simulations studies and illustrative examples demonstrate the superior features of the proposed methods. Both proposed methods outperform existing methods by yielding smaller bias, greater calibrated power, and achieving accurate, efficient, and robust estimation of the treatment effect.
DOI: 10.6084/m9.figshare.29951984.v1
title: Augmenting the Control Arm of Randomized Trials by Incorporating Multiple External Data Sources Using Propensity Score Stratification and Data-Driven Mixture Prior

description: To enhance efficiency in drug development, interest in augmenting randomized controlled trials by supplementing the control arm with external data has grown rapidly. However, external data may lack between-population exchangeability. To facilitate proper information borrowing, we propose two two-stage strategies: the stratified propensity score self-adaptive mixture (SPS-SAM) prior and stratified propensity score calibrated elastic mixture (SPS-CEM) prior. The mixture prior is composed of an informative meta-analytic predictive (MAP) prior and a vague prior. In the first stage, propensity scores (PS) stratification is performed to select similar subjects from external data. Within each stratum, to mitigate the measured confounding, we calculate the PS overlap coefficient to account for the between-group heterogeneity by adjusting the hyperparameters of the MAP prior. In the second stage, to reduce unmeasured confounding and address potential prior-data conflict, we construct a data-driven mixture prior incorporating an adaptive weight that dynamically controls the proportion of the MAP prior. To obtain the adaptive weight measuring the extent of congruence between the current and the external data, SPS-SAM prior uses the likelihood ratio test and SPS-CEM prior uses the scaled t-test, respectively. Compared with existing methods, simulations studies and illustrative examples demonstrate the superior features of the proposed methods. Both proposed methods outperform existing methods by yielding smaller bias, greater calibrated power, and achieving accurate, efficient, and robust estimation of the treatment effect.
DOI: 10.15468/dl.8ocyob
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010946-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sskjn6
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020939-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjjyjv
title: Occurrence Download

description: A dataset containing 4238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Codonopsis lanceolata (Siebold & Zucc.) Benth. & Hook.f. ex Trautv."
 ]
}

 The dataset includes 4238 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239393-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qhihc
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002174-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yrsa4
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010960-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ba0jga
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020982-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqkntj
title: Occurrence Download

description: A dataset containing 402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Abies pinsapo Boiss."
 ]
}

 The dataset includes 402 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239292-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvgapn
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002169-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gbbtn
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021043-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7liybr
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010922-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dta4s
title: Occurrence Download

description: A dataset containing 290 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum amurense Kitag."
 ]
}

 The dataset includes 290 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239274-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7s5qnj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008223-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eirww6
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002178-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ww4o0l
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006145-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcc5dr
title: Occurrence Download

description: A dataset containing 11990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence, Observation)",
 "Geometry POLYGON((145.95648 -18.1381,145.92685 -18.43155,145.95666 -18.63277,146.39746 -18.69894,146.46028 -18.14615,145.95648 -18.1381))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 11990 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239280-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.