cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.acfwe9
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Emilia coccinea",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044456-250920141307145/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.30276388
title: deepFlashRightT1Hierarchical_ri_pytorch

description: deepFlashRightT1Hierarchical_ri_pytorch
DOI: 10.6084/m9.figshare.30276388.v1
title: deepFlashRightT1Hierarchical_ri_pytorch

description: deepFlashRightT1Hierarchical_ri_pytorch
DOI: 10.26023/frph-gv7b-7w0q
title: BAMEX: WSR-88D Level 2 Data. Version 1.0

description: This dataset contains WSR-88D data collected during the BAMEX field project. The data comes from 7 sites.
DOI: 10.5281/zenodo.17260124
title: Continual Medical (3D) Segmentation benchmark (Mixed)
DOI: 10.5281/zenodo.15702537
title: Survival of the choosiest: how the frequency of plant defences affect insect oviposition preference

description: Data and script. Dataframe includes information on eggs, instar1, instar2, instar3 and instar4 per plant across four censuses (C1, C2, C3 and C4). Host plants were characterised by their defensive strategy as either resistant (R) or tolerant (T). The frequency of these defensive strategies was manipulated within experimental cages as: 0.1, 0.5 and 0.9 of resistant plants. For the last two censuses, larval density and survival per plant was also estimated.
DOI: 10.5281/zenodo.17260969
title: Survival of the choosiest: how the frequency of plant defences affect insect oviposition preference

description: Data and script. Dataframe includes information on eggs, instar1, instar2, instar3 and instar4 per plant across four censuses (C1, C2, C3 and C4). Host plants were characterised by their defensive strategy as either resistant (R) or tolerant (T). The frequency of these defensive strategies was manipulated within experimental cages as: 0.1, 0.5 and 0.9 of resistant plants. For the last two censuses, larval density and survival per plant was also estimated.
DOI: 10.26023/h56t-dtbs-d40k
title: BAMEX: NOAA P-3 Navigation, State Parameter, and Microphysics Data - Standard Tape Format. Version 1.0

description: The BAMEX Aircraft: NOAA P-3 Navigation, State and Microphysics dataset in NOAA/AOC Standard Tape format is one of several datasets archived by the National Center for Atmospheric Research/Earth Observing Laboratory (NCAR/EOL) in support of the Bow Echo and Mesoscale Convective Vortex Experiment (BAMEX) project. The data were collected by the National Oceanic and Atmospherc Administration Aircraft Operations Center P-3 aircraft (NOAA/AOC).
DOI: 10.15468/dl.npzsbf
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudogynoxys chenopodioides",
 "Country is El Salvador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 55 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044459-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cezvkt
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudogynoxys chenopodioides",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044458-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/n3qe-10s3-jp05
title: BAMEX: Automated Surface Observing System (ASOS) 1-min Data. Version 1.0

description: This data set contains 1-minute resolution surface meteorological data from the Automated Surface Observing System (ASOS) stations located across the BAMEX region. These data were retrieved from two sources during the BAMEX period (12 May to 09 July 2003). Data for some stations were retrieved via modem by the University Corporation for Atmospheric Research/Joint Office for Science Support (UCAR/JOSS) several times per day. Each of these files contains 12 hours of data for a single station so some overlap between files is expected. The remaining stations were downloaded from the National Climatic Data Center (NCDC) monthly. Each of these files contains one months worth of data for a single station. The data are in ASCII format.
DOI: 10.15468/dl.36ndew
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudogynoxys chenopodioides",
 "Country is Guatemala",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044460-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/7sry-cr67-610j
title: BAMEX: Automated Weather Observing System (AWOS) Iowa 1-min Data. Version 1.0

description: This data set contains 1-minute resolution surface meteorological data from the Automated Weather Observing System (AWOS) stations located across the state of Iowa. This data set covers the period from 19 May through 07 July 2003. The data are in ASCII format.
DOI: 10.26023/ce1z-zjzj-p90d
title: BAMEX: NOAA Profiler Network (NPN) Data. Version 1.0

description: These data are in netCDF format. These data are hourly, and include wind and surface data.
DOI: 10.15468/dl.444c9g
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudogynoxys chenopodioides",
 "Country is Honduras",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044461-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zms8g8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudogynoxys chenopodioides",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044462-250920141307145/datasets/export for details.
DOI: 10.15468/dl.m97gj7
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudogynoxys chenopodioides",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 180 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044463-250920141307145/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/13254873
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.26023/8c5j-x059-dk0g
title: BAMEX: NOAA POES AVHRR GAC Data. Version 1.0

description: This dataset is AVHRR GAC data from the NOAA POES satellite.
DOI: 10.5281/zenodo.17260880
title: The Stellar Equilibrium Constant: connecting Radiation, Gravity, and Thermodynamics

description: We introduce two new stellar parameters, Φ and I, that establish a universal law connecting stellar light, heat, and gravity.

 

The photogravitational parameter is defined as:

Φ = L / (M g) = (L R²) / (G M²),

quantifying the radiation–gravity balance.

 

The relativistic compactness is:

β = G M / (R c²).

 

The Stefan–Boltzmann relation is:

L = 4π R² σ T⁴.

 

Combining these yields the invariant:

I = (Φ β²) / (T⁴ R²) = (4π G σ) / c⁴.

 

The right-hand side involves only the fundamental constants G, σ, and c, while the left uses observable stellar quantities L, M, R, and T. This identity represents a previously unrecognized universal constant for thermal stellar objects. When combined with empirical clustering of Φ (as demonstrated for Wolf–Rayet stars), it reduces the effective degrees of freedom from three to two and provides a unique dimensional link between radiation, gravity, relativity, and thermodynamics.

 

Classical relations including the Eddington ratio, Kelvin–Helmholtz timescale, and radiation pressure emerge as limiting cases, and a GR-consistent local form is derived for compact objects.

 

Observational consistency includes a Solar test at parts-per-million precision and Wolf–Rayet stars, where Φ clusters by subtype with about 10% scatter and indicates a robust ~43% mass deficit relative to evolutionary tracks.

 

By introducing Φ and I, we establish a new stellar law with falsifiable predictions, offering both conceptual unification and practical diagnostics for stellar masses.
DOI: 10.26023/5csp-tgcy-h10m
title: BAMEX: NOAA POES AVHRR HRPT Data. Version 1.0

description: This dataset is AVHRR HRPT data from the NOAA POES satellite. This dataset is large. Orders of more than one day at a time will fail.
DOI: 10.58053/mapbiomas/lvgkt2
title: Destaques do mapeamento da textura e do estoque anual de carbono orgânico do solo (COS) no Brasil (0-30 cm) - MapBiomas Solo Coleção 2.1

description: Documento apresenta os principiais destaques da Coleção 2.1 do Mapeamento Anual de Estoque de Carbono Orgânico do Solo no Brasil de 1985 a 2023. Essa coleção também traz mapas estáticos da granulometria e textura do solo.
DOI: 10.5281/zenodo.17260974
title: Global 1-km Gridded Age-Stratified Population Projections (SSP2, 2021–2100)

description: We implement the approach of Falchetta et al. (2024) [1] to produce global, 1-km, gridded, age-stratified population projections under the SSP2 scenario. Age strata start at 0–4 years and then advance in 5-year intervals up to 80+. Projections are generated at 5-year steps for 2025–2100 and, combined with the WorldPop 2020 1-km age-structured baseline, are linearly interpolated to obtain year-by-year projections from 2021 to 2100.

The dataset is approximately 4.4 TB and is distributed as .tar-compressed files. After extraction, filenames follow the convention SSP2_[age-span]_[year]_1km.nc. The dataset is freely accessible via Purdue Fortress long-term archive through Globus (link). After clicking the link, users may be prompted to log in with a Purdue institutional Globus account. You can switch to your institutional account, or log in via a personal Globus ID, Gmail, GitHub handle, or ORCID ID. Alternatively, the dataset can be accessed by searching for the universally unique identifier (UUID)—"10ca372d-e0ae-4f93-a955-bf010918b4e0" in Globus.

We couple these projections with empirically derived, age-specific heat-compensability limits [2–4] to estimate future exposure to uncompensable heat stress under global warming. The related manuscript, Age-related vulnerability greatly amplifies the risk of uncompensable heat, has been submitted to Nature; we will update the citation when available (preprint forthcoming).

Please refer to Falchetta et al. (2024) and our manuscript for full methodological details and validation.

 

References:[1] Falchetta G, De Cian E, Sue Wing I, Carr D. Global projections of heat exposure of older adults. Nat Commun. 2024 May 14;15(1):3678.[2] Tony Wolf S, Cottle RM, Fisher KG, Vecellio DJ, Larry Kenney W. Heat stress vulnerability and critical environmental limits for older adults. Commun Earth Environ. 2023 Dec 18;4(1):486.[3] Wolf ST, Cottle RM, Vecellio DJ, Kenney WL. Critical environmental limits for young, healthy adults (PSU HEAT Project). Journal of Applied Physiology. 2022 Feb 1;132(2):327–33.[4] Cottle RM, Fisher KG, Leach OK, Wolf ST, Kenney WL. Critical environmental core temperature limits and heart rate thresholds across the adult age span (PSU HEAT Project). Journal of Applied Physiology. 2024 July 1;137(1):145–53.
DOI: 10.5281/zenodo.17260975
title: Global 1-km Gridded Age-Stratified Population Projections (SSP2, 2021–2100)

description: We implement the approach of Falchetta et al. (2024) [1] to produce global, 1-km, gridded, age-stratified population projections under the SSP2 scenario. Age strata start at 0–4 years and then advance in 5-year intervals up to 80+. Projections are generated at 5-year steps for 2025–2100 and, combined with the WorldPop 2020 1-km age-structured baseline, are linearly interpolated to obtain year-by-year projections from 2021 to 2100.

The dataset is approximately 4.4 TB and is distributed as .tar-compressed files. After extraction, filenames follow the convention SSP2_[age-span]_[year]_1km.nc. The dataset is freely accessible via Purdue Fortress long-term archive through Globus (link). After clicking the link, users may be prompted to log in with a Purdue institutional Globus account. You can switch to your institutional account, or log in via a personal Globus ID, Gmail, GitHub handle, or ORCID ID. Alternatively, the dataset can be accessed by searching for the universally unique identifier (UUID)—"10ca372d-e0ae-4f93-a955-bf010918b4e0" in Globus.

We couple these projections with empirically derived, age-specific heat-compensability limits [2–4] to estimate future exposure to uncompensable heat stress under global warming. The related manuscript, Age-related vulnerability greatly amplifies the risk of uncompensable heat, has been submitted to Nature; we will update the citation when available (preprint forthcoming).

Please refer to Falchetta et al. (2024) and our manuscript for full methodological details and validation.

 

References:[1] Falchetta G, De Cian E, Sue Wing I, Carr D. Global projections of heat exposure of older adults. Nat Commun. 2024 May 14;15(1):3678.[2] Tony Wolf S, Cottle RM, Fisher KG, Vecellio DJ, Larry Kenney W. Heat stress vulnerability and critical environmental limits for older adults. Commun Earth Environ. 2023 Dec 18;4(1):486.[3] Wolf ST, Cottle RM, Vecellio DJ, Kenney WL. Critical environmental limits for young, healthy adults (PSU HEAT Project). Journal of Applied Physiology. 2022 Feb 1;132(2):327–33.[4] Cottle RM, Fisher KG, Leach OK, Wolf ST, Kenney WL. Critical environmental core temperature limits and heart rate thresholds across the adult age span (PSU HEAT Project). Journal of Applied Physiology. 2024 July 1;137(1):145–53.
DOI: 10.15468/dl.g665n6
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Begonia nelumbiifolia",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044464-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/cwb5-hf47-jm07
title: BAMEX: NOAA POES TOVS Data. Version 1.0

description: This dataset is TOVS data from the NOAA POES satellite. It is located on the mass store.
DOI: 10.15468/dl.99edcr
title: Occurrence Download

description: A dataset containing 1108102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus, Myocastor coypus)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1108102 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044448-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25553/enph-8574
title: Gateway Harmonized ELSA Life History, Version A.3
DOI: 10.26023/zk1a-d654-5s10
title: BAMEX: NOAA POES ATOVS Data. Version 1.0

description: This dataset is ATOVS data from the NOAA POES satellite. This dataset is large. Orders of more than one day at a time will fail.
DOI: 10.25553/epgq-vv71
title: Harmonized SHARE End of Life
DOI: 10.15468/dl.gn7n5c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Colima convoluta",
 "Country is Mexico",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044457-250920141307145/datasets/export for details.
DOI: 10.25553/gs79-cq62
title: Gateway Harmonized CHARLS Documentation, Version D.2
DOI: 10.15468/dl.44f9gc
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cucumis dipsaceus",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044466-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25553/h52b-8869
title: Gateway Harmonized ELSA, Version H
DOI: 10.26023/q6ky-sgrj-kd07
title: BAMEX: NOAA P-3 Navigation, State Parameter, and Microphysics Data - NetCDF Format. Version 1.0

description: The BAMEX Aircraft: NOAA P-3 Navigation, State Parameter, and Microphysics dataset in network common data form (netCDF) is one of several datasets provided by the National Center for Atmospheric Research/Earth Observing Laboratory (NCAR/EOL) in support of the Bow Echo and Mesoscale Convective Vortex Experiment (BAMEX) project. The data were collected by the National Oceanic and Atmospheric Administration Aircraft Operations Center (NOAA/AOC) P-3 aircraft and converted to netCDF format by NCAR/EOL. Only the final QC'd data (Type 5) and associated metadata have been converted. The raw (Type 4) data are not included in this dataset. See the README for details.
DOI: 10.15468/dl.gt5gpp
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cucumis dipsaceus",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 239 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044467-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25553/h5wx-ay45
title: Harmonized LASI-DAD, Version A.4
DOI: 10.15468/dl.4mkcev
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cucumis dipsaceus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 91 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044468-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25553/sfaq-br29
title: Harmonized HRS-HCAP, Version A
DOI: 10.15468/dl.ujjqsv
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Aedes aegypti",
 "Year 2000-2025"
 ]
}

 The dataset includes 87 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044469-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/2sgr-9d7t-te03
title: BAMEX: GOES-12 Sounder Terrascan Data. Version 1.0

description: This data set contains Sounder Terrascan data from the GOES-12 satellite.
DOI: 10.5281/zenodo.17260343
title: GMTED2010 Global - Breakline Emphasis, 30 arc-seconds - Grids 20° x 30°
DOI: 10.15468/dl.h7qttd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia longifolia",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044472-250920141307145/datasets/export for details.
DOI: 10.15468/dl.2y9ddr
title: Occurrence Download

description: A dataset containing 4743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Polypteridae"
 ]
}

 The dataset includes 4743 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044471-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9ts2bjjrbs.1
title: Genotype Dataset of CYP27A1, CYP2R1, and GC Variants in Kazakhstani Patients with Type 2 Diabetes and Normoglycemic Controls for Diabetic Kidney Disease Risk Assessment

description: Given vitamin D’s roles in glucose metabolism and renal function, the study investigated associations between common variants in vitamin D pathway genes (CYP27A1, CYP2R1, GC) and diabetic kidney disease (DKD) risk. This case-control study included individuals with type 2 diabetes, both with and without DKD, as well as normoglycemic healthy controls. Four single nucleotide polymorphisms (SNPs) in the CYP27A1 (rs17470271), CYP2R1 (rs1074165), and GC (rs4588 and rs7041) were genotyped using real-time PCR with defined clusters. These findings suggest that individual variants in vitamin D pathway genes may serve as potential genetic markers for DKD risk stratification. In addition, haplotype analysis may offer complementary insight into genetic contributions to disease susceptibility.
DOI: 10.17632/9f8596j2r9.1
title: Butyrate-producing Lactococcus lactis–fermented goat cheese enhances bone health and reduces osteoporotic bone loss

description: Supplementary material
DOI: 10.17632/jwj299x4rv
title: Dataset for "The associations between landscape elements and soundscape perception: a meta-analysis"

description: This dataset aims to enhance the transparency and reproducibility of our meta-analysis results. It contains key quantitative data extracted from 69 studies, serving as the foundation for our analysis. Each row in this dataset represents an independent sample within the meta-analysis. The detailed description of each column is as follows: The first column provides a unique identifier for each study, typically composed of the surname of the first author and the year of publication. The second column reports the sample size used to calculate correlation coefficients in each study. The third column includes the original reported correlation coefficients from the primary research, including both correlation and regression coefficients. These are effect size indicators used in our meta-analysis.
DOI: 10.17632/jwj299x4rv.1
title: Dataset for "The associations between landscape elements and soundscape perception: a meta-analysis"

description: This dataset aims to enhance the transparency and reproducibility of our meta-analysis results. It contains key quantitative data extracted from 69 studies, serving as the foundation for our analysis. Each row in this dataset represents an independent sample within the meta-analysis. The detailed description of each column is as follows: The first column provides a unique identifier for each study, typically composed of the surname of the first author and the year of publication. The second column reports the sample size used to calculate correlation coefficients in each study. The third column includes the original reported correlation coefficients from the primary research, including both correlation and regression coefficients. These are effect size indicators used in our meta-analysis.