cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zjrds2
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "GadmGid is one of (COL.15.97_2)",
 "TaxonKey is one of (Magnoliopsida [GBIF Backbone Taxonomy], Liliopsida [GBIF Backbone Taxonomy], Dicoelitidae [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 232 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011850-251025141854904/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/13590761
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.xsk9tc
title: Occurrence Download

description: A dataset containing 3547726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Undaria pinnatifida, Lindavia intermedia)",
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 0",
 "DecimalLongitude is greater than or equal to -180",
 "DecimalLatitude is greater than or equal to -90",
 {
 "not" : {
 "or" : [
 "Issue is Zero coordinate",
 "Issue is Coordinate out of range",
 "Issue is Country coordinate mismatch"
 ]
 }
 }
 ]
}

 The dataset includes 3547726 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011839-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17508441
title: Datasets from Physiology and immunology of pig-to-human decedent kidney xenotransplant

description: These are the datasets associated with the study Physiology and immunology of pig-to-human decedent kidney xenotransplant., Montgomery, Stern, Fathi, Suek et al., 2025

The deposition includes NanoString nCounter transcriptomic data, bulk TCR-seq data, single-cell RNA-seq data, single-cell TCR-seq data, and raw data for figures.
DOI: 10.15468/dl.fg633u
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreo de fauna en el terminal marítimo de Coveñas, Sucre"
 ]
}

 The dataset includes 260 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011852-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17507776
title: Global and Regional ENVIREM Bioclimatic Variables (30 arc-second)

description: This dataset provides 16 ENVIREM bioclimatic and topographic variables at 30-arcsecond (~1 km) spatial resolution for use in ecological niche modeling, species distribution modeling, and biogeographical analyses. The ENVIREM variables (Title and Bemmels, 2018) expand upon the standard WorldClim bioclimatic variables by including additional biologically relevant metrics such as potential evapotranspiration, aridity, thermicity, continentality, and growing degree days.

All rasters were downloaded from the original ENVIREM repository and processed in R (terra v1.8.70). Each file was renamed to the standardized format “ENVIREM_varname_global.tif”. In addition to the global dataset, cropped regional subsets were generated for Europe, Asia, Eurasia, North America, South America, Africa, Australia, Indo-Pacific, Holarctic, New World, and Old World regions. Each regional set is provided as an individual ZIP archive.

All rasters share the WGS84 coordinate reference system (EPSG:4326) and are provided as GeoTIFF files. Minimum file size thresholds (>100 KB) were applied to ensure integrity. These layers are fully compatible with other 30-arcsecond environmental datasets such as WorldClim or ENVIREM-derived climatic surfaces.

Citation:Title PO, Bemmels JB (2018). ENVIREM: An expanded set of bioclimatic and topographic variables increases flexibility and improves performance of ecological niche modeling. Methods in Ecology and Evolution 9: 161–168.

Data source:ENVIREM global repository (envirem.github.io)

Processing and formatting:Processed and subsetted by Daniel Schönberger (2025) using R (terra package).

Contents:





16 global GeoTIFF files (ENVIREM_*.tif)




11 regional ZIP archives (Europe, Asia, Eurasia, North America, South America, Africa, Australia, Indo-Pacific, Holarctic, New World, Old World)
DOI: 10.5281/zenodo.17507777
title: Global and Regional ENVIREM Bioclimatic Variables (30 arc-second)

description: This dataset provides 16 ENVIREM bioclimatic and topographic variables at 30-arcsecond (~1 km) spatial resolution for use in ecological niche modeling, species distribution modeling, and biogeographical analyses. The ENVIREM variables (Title and Bemmels, 2018) expand upon the standard WorldClim bioclimatic variables by including additional biologically relevant metrics such as potential evapotranspiration, aridity, thermicity, continentality, and growing degree days.

All rasters were downloaded from the original ENVIREM repository and processed in R (terra v1.8.70). Each file was renamed to the standardized format “ENVIREM_varname_global.tif”. In addition to the global dataset, cropped regional subsets were generated for Europe, Asia, Eurasia, North America, South America, Africa, Australia, Indo-Pacific, Holarctic, New World, and Old World regions. Each regional set is provided as an individual ZIP archive.

All rasters share the WGS84 coordinate reference system (EPSG:4326) and are provided as GeoTIFF files. Minimum file size thresholds (>100 KB) were applied to ensure integrity. These layers are fully compatible with other 30-arcsecond environmental datasets such as WorldClim or ENVIREM-derived climatic surfaces.

Citation:Title PO, Bemmels JB (2018). ENVIREM: An expanded set of bioclimatic and topographic variables increases flexibility and improves performance of ecological niche modeling. Methods in Ecology and Evolution 9: 161–168.

Data source:ENVIREM global repository (envirem.github.io)

Processing and formatting:Processed and subsetted by Daniel Schönberger (2025) using R (terra package).

Contents:





16 global GeoTIFF files (ENVIREM_*.tif)




11 regional ZIP archives (Europe, Asia, Eurasia, North America, South America, Africa, Australia, Indo-Pacific, Holarctic, New World, Old World)
DOI: 10.5281/zenodo.17450744
title: Datasets from Physiology and immunology of pig-to-human decedent kidney xenotransplant

description: These are the datasets associated with the study Physiology and immunology of pig-to-human decedent kidney xenotransplant., Montgomery, Stern, Fathi, Suek et al., 2025

The deposition includes NanoString nCounter transcriptomic data, bulk TCR-seq data, single-cell RNA-seq data, single-cell TCR-seq data, and raw data for figures.
DOI: 10.15468/dl.5wy288
title: Occurrence Download

description: A dataset containing 1014190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myxini, Petromyzonti, Elasmobranchii, Holocephali, Acipenseriformes, Amiiformes, Lepisosteiformes, Osteoglossiformes, Elopiformes, Albuliformes, Notacanthiformes, Anguilliformes, Saccopharyngiformes, Clupeiformes, Gonorynchiformes, Cypriniformes, Gymnotiformes, Characiformes, Siluriformes, Salmoniformes, Osmeriformes, Stomiiformes, Ateleopodiformes, Aulopiformes, Myctophiformes, Lampriformes, Polymixiiformes, Percopsiformes, Zeiformes, Gadiformes, Beryciformes, Ophidiiformes, Batrachoidiformes, Syngnathiformes, Synbranchiformes, Atheriniformes, Beloniformes, Cyprinodontiformes, Mugiliformes, Perciformes)",
 "Country is Brazil"
 ]
}

 The dataset includes 1014190 records from 546 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011849-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17328302
title: Peran Ekonomi Digital dalam Mendorong Pertumbuhan Ekonomi Nasional di Indonesia
DOI: 10.5281/zenodo.17328303
title: Peran Ekonomi Digital dalam Mendorong Pertumbuhan Ekonomi Nasional di Indonesia
DOI: 10.15468/dl.onlqlc
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/0008028-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyyan2
title: Occurrence Download

description: A dataset containing 5889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Cossypha semirufa",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 5889 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068174-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3kl2r
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/0003988-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3c7zz9
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/0021745-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgj6vd
title: Occurrence Download

description: A dataset containing 1305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Setophaga angelae (Kepler & Parkes, 1972)"
 ]
}

 The dataset includes 1305 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129872-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwvr0c
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/0069538-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttmnsk
title: Occurrence Download

description: A dataset containing 229582606 species occurrences available in GBIF matching the query:
{
 "or" : [
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
}

 The dataset includes 229582606 records from 21307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051000-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.29719
title: Large eddy simulations of corner separation in varying dihedral angle diffusers
title: 变二面角扩张管道角区分离的大涡模拟研究

description: This dataset presents the flow field data of diffusers with varying dihedral angles. The data encompass multiple diffuser configurations characterized by dihedral angle variations along the flow direction, serving as a reference for studies on three-dimensional flow evolution in diffusers with changing dihedral geometry.
description: This dataset presents the flow field data of diffusers with varying dihedral angles. The data encompass multiple diffuser configurations characterized by dihedral angle variations along the flow direction, serving as a reference for studies on three-dimensional flow evolution in diffusers with changing dihedral geometry.
DOI: 10.15468/dl.c973dv
title: Occurrence Download

description: A dataset containing 290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyloniscus riparius",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 290 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011778-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.23115
title: Functional diversity drives the nonlinear relationship between tree species richness and soil denitrification in young subtropical forests
title: Functional diversity drives the nonlinear relationship between tree species richness and soil denitrification in young subtropical forests

description: This dataset contains data from a comprehensive large-scale experiment conducted in subtropical forests, investigating how tree species richness and its mediation by functional structure (functional identity and diversity) influence soil denitrification potential (DNP). The study found a unimodal relationship between tree species richness and DNP, with the peak at four species. This pattern was driven by functional diversity (functional dispersion of leaf dry matter content), which enhanced community productivity (ground basal area) and indirectly elevated DNP via increased soil moisture, nirK gene abundance, and reduced soil C:N ratios. Functional identity also significantly impacted DNP, with communities dominated by resource-conservative species exhibiting stronger denitrification.
description: This dataset contains data from a comprehensive large-scale experiment conducted in subtropical forests, investigating how tree species richness and its mediation by functional structure (functional identity and diversity) influence soil denitrification potential (DNP). The study found a unimodal relationship between tree species richness and DNP, with the peak at four species. This pattern was driven by functional diversity (functional dispersion of leaf dry matter content), which enhanced community productivity (ground basal area) and indirectly elevated DNP via increased soil moisture, nirK gene abundance, and reduced soil C:N ratios. Functional identity also significantly impacted DNP, with communities dominated by resource-conservative species exhibiting stronger denitrification.
DOI: 10.57760/sciencedb.29676
title: Original data of femtosecond laser ultraviolet synchronous switch feedback time drift
title: 飞秒激光紫外同步开关反馈时间漂移原始数据

description: This experiment uses a CCD camera to record the interference fringes on the focal plane and outputs the light intensity distribution of the selected area of the aperture to a CSV table at a frequency of 20Hz. In Matlab, the spatial Gaussian integration algorithm is used to unpack the phase change, that is, the time drift of the two pulse beams. The control program of the stepper motor reads and feeds back at a frequency of 2Hz to stabilize the time drift. The data we collected is divided into two parts. One is the data collected without enabling feedback, and the other is the data collected when feedback is enabled. In both cases, the actual collection time is about two hours. 
description: This experiment uses a CCD camera to record the interference fringes on the focal plane and outputs the light intensity distribution of the selected area of the aperture to a CSV table at a frequency of 20Hz. In Matlab, the spatial Gaussian integration algorithm is used to unpack the phase change, that is, the time drift of the two pulse beams. The control program of the stepper motor reads and feeds back at a frequency of 2Hz to stabilize the time drift. The data we collected is divided into two parts. One is the data collected without enabling feedback, and the other is the data collected when feedback is enabled. In both cases, the actual collection time is about two hours.
DOI: 10.15468/dl.xg8j2h
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asclepias syriaca",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 90 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050882-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5d7qpf
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, ae447c50-b8a8-11d8-92a4-b8a03c50a862, 396d5f30-dea9-11db-8ab4-b8a03c50a862, 6ba9a8cc-513a-4a51-bf93-6f5de8040a96, 8483a1f0-1032-11db-ae00-b8a03c50a862, ef807e08-c954-487f-9e70-3cc75f173812, 253fc67c-c7fb-4c85-88f5-43ac6d9dc8a9)",
 "TaxonKey is Hyptis capitata"
 ]
}

 The dataset includes 75 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050884-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtsj9h
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geophagus crocatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050883-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akpvqv
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix chinensis",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050886-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4awmnf
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antirrhinum majus",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050888-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvnkzs
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix chinensis",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050885-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbafm8
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asclepias syriaca",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 109 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050887-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcsss9
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asclepias syriaca",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050889-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16453569
title: 1-fatal_findings_cover_acholi.jpg
DOI: 10.5281/zenodo.16453570
title: 1-fatal_findings_cover_acholi.jpg
DOI: 10.15468/dl.f6pwc9
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050890-250717081556266/datasets/export for details.
DOI: 10.15468/dl.3m5fqj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clarias olivaceus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050892-250717081556266/datasets/export for details.
DOI: 10.15468/dl.txacac
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050896-250717081556266/datasets/export for details.
DOI: 10.15468/dl.xh6gfj
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix gallica",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 261 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050894-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.