cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.a6cfgk
title: Occurrence Download

description: A dataset containing 2289 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Odontonema tubaeforme"
 ]
}

 The dataset includes 2289 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050520-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17091975
title: Data and code for a manuscript on bat diversity and conservation in Brazil.

description: Data and code for a manuscript on bat diversity and conservation in Brazil.

ABSTRACT

Aim: Cave-associated bats share unique ecological traits and are often highly vulnerable, yet their diversity patterns remain poorly understood across large spatial scales. Despite increasing anthropogenic pressures on subterranean habitats, there has been no large national-scale assessment integrating taxonomic (TD), phylogenetic (PD), and functional diversity (FD) for these species in Brazil, a continental-scale country with pressing conservation issues. Here, we: (1) mapped and compared TD, PD, and FD of all known cave-associated bats across major terrestrial Brazilian biomes; (2) assessed the impacts of land-use change and their spatial overlap; and (3) evaluated the effectiveness of the protected area network.

Location: Brazil, encompassing all major terrestrial biomes: Amazon, Atlantic Forest, Caatinga, Cerrado, Pantanal, and Pampa.

Methods: Using range maps for cave-associated bat species, we calculated TD, PD, and FD within 10 km × 10 km grid cells (n = 72,180). FD was quantified using trait-based metrics and PD estimated using a pruned molecular phylogeny. We identified spatial hotspots for each diversity facet, evaluated their congruence, and assessed overlap with anthropogenic pressures (e.g., deforestation, agriculture, mining) and the national protected area network.

DATASET

This Zenodo contains the CaveBatDiversity_Brazil dataset, which includes all spatial, tabular, and script files used in the analyses. The folder is organized into several subfolders with shapefiles for biomes, Brazil land use change, caves, protected areas, and species ranges.

A Data subfolder provides additional files needed for calculating different dimensions of diversity. These include two CSV files with trait information (Brazilian trait categories.csv and Brazilian traits.csv) used to calculate functional diversity, as well as a phylogenetic tree file (Brazilian cave bat phylogeny.TRE) used to calculate phylogenetic diversity. Within the coding workflow, the final dataframe is referred to as  final_df_diversities2. This file was built step by step, with new columns added as different diversity metrics and top-cell overlaps were calculated. The completed dataframe contains all results used in the analyses, including the overlap variables. Further details on the meaning of these overlap variables are provided in the accompanying code.

A Code subfolder contains two R scripts: one for performing the diversity calculations and another for generating the visualizations.
DOI: 10.5281/zenodo.17091976
title: Data and code for a manuscript on bat diversity and conservation in Brazil.

description: Data and code for a manuscript on bat diversity and conservation in Brazil.

ABSTRACT

Aim: Cave-associated bats share unique ecological traits and are often highly vulnerable, yet their diversity patterns remain poorly understood across large spatial scales. Despite increasing anthropogenic pressures on subterranean habitats, there has been no large national-scale assessment integrating taxonomic (TD), phylogenetic (PD), and functional diversity (FD) for these species in Brazil, a continental-scale country with pressing conservation issues. Here, we: (1) mapped and compared TD, PD, and FD of all known cave-associated bats across major terrestrial Brazilian biomes; (2) assessed the impacts of land-use change and their spatial overlap; and (3) evaluated the effectiveness of the protected area network.

Location: Brazil, encompassing all major terrestrial biomes: Amazon, Atlantic Forest, Caatinga, Cerrado, Pantanal, and Pampa.

Methods: Using range maps for cave-associated bat species, we calculated TD, PD, and FD within 10 km × 10 km grid cells (n = 72,180). FD was quantified using trait-based metrics and PD estimated using a pruned molecular phylogeny. We identified spatial hotspots for each diversity facet, evaluated their congruence, and assessed overlap with anthropogenic pressures (e.g., deforestation, agriculture, mining) and the national protected area network.

DATASET

This Zenodo contains the CaveBatDiversity_Brazil dataset, which includes all spatial, tabular, and script files used in the analyses. The folder is organized into several subfolders with shapefiles for biomes, Brazil land use change, caves, protected areas, and species ranges.

A Data subfolder provides additional files needed for calculating different dimensions of diversity. These include two CSV files with trait information (Brazilian trait categories.csv and Brazilian traits.csv) used to calculate functional diversity, as well as a phylogenetic tree file (Brazilian cave bat phylogeny.TRE) used to calculate phylogenetic diversity. Within the coding workflow, the final dataframe is referred to as  final_df_diversities2. This file was built step by step, with new columns added as different diversity metrics and top-cell overlaps were calculated. The completed dataframe contains all results used in the analyses, including the overlap variables. Further details on the meaning of these overlap variables are provided in the accompanying code.

A Code subfolder contains two R scripts: one for performing the diversity calculations and another for generating the visualizations.
DOI: 10.34740/kaggle/dsv/13021355
title: Antutu Benchmark
DOI: 10.15468/dl.uuq6ub
title: Occurrence Download

description: A dataset containing 4953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithobates catesbeianus",
 "HasCoordinate is true",
 "Country is Belgium"
 ]
}

 The dataset includes 4953 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050521-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dm2na9
title: Occurrence Download

description: A dataset containing 388120 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is VIS - Fishes in inland waters in Flanders, Belgium"
 ]
}

 The dataset includes 388120 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050481-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7936/6rxs-108288
title: Microstructural Evolution of Micaceous Mylonites [dataset]

description: This dataset is for the manuscript "Microstructural Evolution of Micaceous Mylonites." In this study, we conducted deformation experiments (up to shear strains of γ&gt;100) on synthetic composites of mica (fluorphlogopite) and either calcite or fluorite in the Large Volume Torsion Apparatuses (LVTs) at Washington University in St. Louis. Experiments were performed at T=765 °C, P=1.5 GPa, and strain rates of ~1x10-4 s-1. Deformation microstructures were analyzed using optical and electron microscopy and electron backscatter diffraction (EBSD). Complementary analysis was conducted on specimens from the Kuckaus Mylonite Zone in the Namaqua Metamorphic Complex in southwestern Namibia. This collection includes raw EBSD data, binarized microstructure images, and measured spine length and phase boundary density measurements.
DOI: 10.15468/dl.tdumvf
title: Occurrence Download

description: A dataset containing 53001 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is VIS - Fishes in estuarine waters in Flanders, Belgium"
 ]
}

 The dataset includes 53001 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050480-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4ksed
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.28.29_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050522-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bys4hw
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulmus procera",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050524-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.te57h6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulmus procera",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050523-250827131500795/datasets/export for details.
DOI: 10.15468/dl.3basqg
title: Occurrence Download

description: A dataset containing 13291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90.15621 38.49156,-94.22261 26.78127,-79.14239 24.30984,-75.65722 30.99273,-74.55334 38.56651,-90.15621 38.49156))",
 "HasGeospatialIssue is false",
 "TaxonKey is Passiflora incarnata"
 ]
}

 The dataset includes 13291 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050526-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8b8qe7
title: Occurrence Download

description: A dataset containing 765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bursera aptera",
 "HasCoordinate is true"
 ]
}

 The dataset includes 765 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050527-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/gpc5jl
title: Gridded Population of the World, Version 3 (GPWv3): Coastlines

description: The Gridded Population of the World, Version 3 (GPWv3): Coastlines are derived from the land area grid to show the outlines of pixels (cells) that contain administrative units in GPWv3. The coastlines are designed for cartographic use with the GPWv3 population raster data sets. GPWv3 is produced by the Columbia University Center for International Earth Science Information Network (CIESIN) in collaboration with Centro Internacional de Agricultura Tropical (CIAT).
description: To provide a set of coastlines consistent with GPWv3 raster data for cartographic purposes.
DOI: 10.5281/zenodo.17094966
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250910r Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250910r Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17094967
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250910r Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250910r Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.z2nqqv
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Somanniathelphusa sinensis"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050528-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfj5r3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulmus procera",
 "Country is Uruguay",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050530-250827131500795/datasets/export for details.
DOI: 10.15468/dl.urbqjz
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Palicourea adusta"
 ]
}

 The dataset includes 323 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050529-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6y566b
title: Occurrence Download

description: A dataset containing 395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphaerozius nitidus"
 ]
}

 The dataset includes 395 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050531-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6czvtx
title: Occurrence Download

description: A dataset containing 816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Thalamita admete"
 ]
}

 The dataset includes 816 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050532-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djysn8
title: Occurrence Download

description: A dataset containing 20592 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is VIS - Specific reference freshwater monitoring in Flanders, Belgium (post 2013)"
 ]
}

 The dataset includes 20592 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050533-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7935/1g4j-2028
title: LVK data release for GW250114_082203 event
DOI: 10.15468/dl.pmddnm
title: Occurrence Download

description: A dataset containing 477 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Visfauna - Juvenile and adult fishes in riparian habitats along the river Leie in Flanders, Belgium"
 ]
}

 The dataset includes 477 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050534-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nba7ez
title: Occurrence Download

description: A dataset containing 1805 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diaphorina citri"
 ]
}

 The dataset includes 1805 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050537-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83ygje
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tapirus terrestris",
 "Year 2023-2025"
 ]
}

 The dataset includes 325 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050538-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmx6a7
title: Occurrence Download

description: A dataset containing 401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cordia sonorae"
 ]
}

 The dataset includes 401 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050535-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfu4ck
title: Occurrence Download

description: A dataset containing 16165554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is India",
 "Year 2015-2019"
 ]
}

 The dataset includes 16165554 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050464-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66ne9k
title: Occurrence Download

description: A dataset containing 15430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Australia)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1925",
 "Year is less than or equal to 1925"
 ]
}

 The dataset includes 15430 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050478-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/lgc360
title: Gridded Population of the World, Version 3 (GPWv3): Centroids

description: The Gridded Population of the World, Version 3 (GPWv3): Centroids consists of estimates of human population counts and densities for the years 1990, 1995, 2000, 2005, 2010, and 2015 by administrative unit centroid location. The centroids are based on the 399,781 input administrative units used in GPWv3. In addition to population counts and variables, the centroids have associated administrative unit names and the land area of contained within the administrative unit. GPWv3 is produced by the Columbia University Center for International Earth Science Information Network (CIESIN) in collaboration with Centro Internacional de Agricultura Tropical (CIAT).
description: To provide a vector (point) version of the input administrative units used in GPWv3 for use in data integration.
DOI: 10.15468/dl.9cv9yj
title: Occurrence Download

description: A dataset containing 122904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithobates catesbeianus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 122904 records from 278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050469-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.th97vq
title: Occurrence Download

description: A dataset containing 5152203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasCoordinate is true",
 "Modified is 2025-08-09,2025-09-10",
 {
 "or" : [
 "License is CC0 1.0",
 "License is CC-BY 4.0"
 ]
 },
 {
 "not" : {
 "Issue" : [
 "is Zero coordinate"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Coordinate out of range"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Coordinate invalid"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Geodetic datum invalid"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Country mismatch"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Country invalid"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Continent coordinate mismatch"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Continent invalid"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Coordinate reprojection suspicious"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Coordinate reprojection failed"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Coordinate uncertainty meters invalid"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Taxon match none"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Taxon match aggregate"
 ]
 }
 }
 ]
}

 The dataset includes 5152203 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050498-250827131500795/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/13020965
title: Nanofluid Heat Transfer
DOI: 10.15468/dl.d345jx
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Cyanocompsa parellina [GBIF Backbone Taxonomy])",
 "InstitutionCode is one of (UWBM)"
 ]
 }
 ]
}

 The dataset includes 66 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050540-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eq4chq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boehmeria nivea",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050544-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.