cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.uet86u
title: Occurrence Download

description: A dataset containing 5469813 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 5469813 records from 2712 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137038-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyw3ag
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Colombia",
 "Country is Peru",
 "Country is Venezuela (Bolivarian Republic of)"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Anthurium bogotense Schott",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 123 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050827-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ke7khe
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex ×involuta (Bab.) Syme",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 212 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076203-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78xc72
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clarkia virgata Greene"
 ]
}

 The dataset includes 164 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147611-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zijisx
title: Occurrence Download

description: A dataset containing 816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Guaiacum sanctum L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 816 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050828-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hb3x52
title: Occurrence Download

description: A dataset containing 2028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carex lapponica O.Lang",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2028 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076210-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyxkdv
title: Occurrence Download

description: A dataset containing 194263 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia hirsuta (L.) Gray",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 194263 records from 1710 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076216-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9z754
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen, Occurrence evidence)",
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mesembryanthemum guerichianum"
 ]
}

 The dataset's 3 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002443-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkzqmh
title: Occurrence Download

description: A dataset containing 9337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio pterophorus"
 ]
}

 The dataset includes 9337 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002456-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bk2ffx
title: Occurrence Download

description: A dataset containing 9337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio pterophorus"
 ]
}

 The dataset includes 9337 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002459-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aztcap
title: Occurrence Download

description: A dataset containing 9337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio pterophorus"
 ]
}

 The dataset includes 9337 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002460-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17454490
title: Kwauntdream v2.5.1

description: Experimental model exploring how wave interference patterns emerge in networks and how topology shapes correlation strength between nodes. This project presents a Python-based simulation framework that models wave-like dynamics over graph Laplacians.

The system evolves complex amplitudes across different network types (e.g., small-world and random graphs) and measures pairwise correlation strength between nodes based on structural and phase relationships.

The resulting datasets (nodes_agg.csv and summary.csv) contain aggregated node-level and configuration-level metrics, providing insights into how connectivity and degree distribution influence the stability and coherence of wave propagation in networks.
DOI: 10.5281/zenodo.17454676
title: Kwauntdream v2.5.1

description: Experimental model exploring how wave interference patterns emerge in networks and how topology shapes correlation strength between nodes. This project presents a Python-based simulation framework that models wave-like dynamics over graph Laplacians.

The system evolves complex amplitudes across different network types (e.g., small-world and random graphs) and measures pairwise correlation strength between nodes based on structural and phase relationships.

The resulting datasets (nodes_agg.csv and summary.csv) contain aggregated node-level and configuration-level metrics, providing insights into how connectivity and degree distribution influence the stability and coherence of wave propagation in networks.
DOI: 10.15468/dl.9h72mr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Salsola praecox"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002462-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed4pg4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Rosa chinensis"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002463-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe5qbe
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Acer truncatum"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002464-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5k2v7u
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "StateProvince is North America"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002467-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktg8d5
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Prunus triloba"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002466-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17454574
title: Dataset: Permafrost sensitivity to soil hydro-thermodynamics in historical and scenario simulations with the MPI-ESM

description: DATASET OVERVIEW

This Zenodo repository contains a comprehensive dataset of global mean annual air temperature (over land, MAAT), mean annual ground surface temperature (at 0.1 m depth, MAGST), mean annual subsurface temperature at 5 m depth (MAST5), active layer thickness (ALT), and permafrost extent (PEXT) stemming from the ensemble of simulations coined as MPIESM-PePE (García-Pereira et al., 2025). The MPIESM-PePE was conceived to assess the sensitivity of permafrost climate variability under different forcing conditions (pre-industrial control, historical, future climate change scenarios) to changes in the thermodynamics (depth) and hydrology of the Land Surface Model (LSM) in an Earth System Model (ESM) coupled framework. These simulations were performed with the Max Planck Institute Earth System Model (MPI-ESM) with a modified version of its LSM, JSBACH. A thourough description of the modifications made to MPI-ESM, this dataset, and the results stemming from the comparison of the different members of the MPIESM-PePE can be found in García-Pereira et al. (2025). 

DATASET CONTENTS

The dataset is provided in NetCDF format. Folders are organized by variables (MAAT, MAGST, MAST5, ALT, PEXT). Every folder contains the variable data for the different hydrological configurations (WET, DRY, REF) and vertical discretizations (5, 11, and 18L) defined in García-Pereira et al. (2025). For every configuration and variable, data are given for the pre-industrial control (PIC), historical (HIS) and different Socioeconomic Shared Pathways (SSPs): SSP1, SSP2, and SSP5.Naming convention of the files follows:

MPIESM-PePE_<config><vert_disc>_SSP<ssp>_<variable>.nc

where <config> indicates the configuration, <vert_disc> the vertical discretization, <ssp> the SSP period following PIC and HIS, and <variable> the variable of interest. The permafrost mask used to select the grid cells where the JSBACH-HTCp are applied is also provided (attached in the MAAT folder).

CITATION INSTRUCTIONS

If you use this dataset, please cite the following references:

García-Pereira, F., González-Rouco, J. F., Meabe-Yanguas, N., de Vrese, P., Steinert, N. J., Jungclaus, J., and Lorenz, S.: Permafrost sensitivity to soil hydro-thermodynamics in historical and scenario simulations with the MPI-ESM, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2025-2126, 2025.

Or the updated final version upon final publication in The Cryosphere. Do not hesitate to contact the corresponding author to resolve doubts or request extra data!

 

ACKNOWLEDGEMENTS

We would like to thank the Deutsches Klimarechenzentrum (DKRZ) for the resources granted by its ScientiDic Steering Committee (WLA) to run the MPIESM-PePE simulation ensemble under project ID bm1026.
DOI: 10.5281/zenodo.17454575
title: Dataset: Permafrost sensitivity to soil hydro-thermodynamics in historical and scenario simulations with the MPI-ESM

description: DATASET OVERVIEW

This Zenodo repository contains a comprehensive dataset of global mean annual air temperature (over land, MAAT), mean annual ground surface temperature (at 0.1 m depth, MAGST), mean annual subsurface temperature at 5 m depth (MAST5), active layer thickness (ALT), and permafrost extent (PEXT) stemming from the ensemble of simulations coined as MPIESM-PePE (García-Pereira et al., 2025). The MPIESM-PePE was conceived to assess the sensitivity of permafrost climate variability under different forcing conditions (pre-industrial control, historical, future climate change scenarios) to changes in the thermodynamics (depth) and hydrology of the Land Surface Model (LSM) in an Earth System Model (ESM) coupled framework. These simulations were performed with the Max Planck Institute Earth System Model (MPI-ESM) with a modified version of its LSM, JSBACH. A thourough description of the modifications made to MPI-ESM, this dataset, and the results stemming from the comparison of the different members of the MPIESM-PePE can be found in García-Pereira et al. (2025). 

DATASET CONTENTS

The dataset is provided in NetCDF format. Folders are organized by variables (MAAT, MAGST, MAST5, ALT, PEXT). Every folder contains the variable data for the different hydrological configurations (WET, DRY, REF) and vertical discretizations (5, 11, and 18L) defined in García-Pereira et al. (2025). For every configuration and variable, data are given for the pre-industrial control (PIC), historical (HIS) and different Socioeconomic Shared Pathways (SSPs): SSP1, SSP2, and SSP5.Naming convention of the files follows:

MPIESM-PePE_<config><vert_disc>_SSP<ssp>_<variable>.nc

where <config> indicates the configuration, <vert_disc> the vertical discretization, <ssp> the SSP period following PIC and HIS, and <variable> the variable of interest. The permafrost mask used to select the grid cells where the JSBACH-HTCp are applied is also provided (attached in the MAAT folder).

CITATION INSTRUCTIONS

If you use this dataset, please cite the following references:

García-Pereira, F., González-Rouco, J. F., Meabe-Yanguas, N., de Vrese, P., Steinert, N. J., Jungclaus, J., and Lorenz, S.: Permafrost sensitivity to soil hydro-thermodynamics in historical and scenario simulations with the MPI-ESM, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2025-2126, 2025.

Or the updated final version upon final publication in The Cryosphere. Do not hesitate to contact the corresponding author to resolve doubts or request extra data!

 

ACKNOWLEDGEMENTS

We would like to thank the Deutsches Klimarechenzentrum (DKRZ) for the resources granted by its ScientiDic Steering Committee (WLA) to run the MPIESM-PePE simulation ensemble under project ID bm1026.
DOI: 10.15468/dl.9hjp36
title: Occurrence Download

description: A dataset containing 9337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio pterophorus"
 ]
}

 The dataset includes 9337 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002470-251025141854904/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/13518500
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.v274mz
title: Occurrence Download

description: A dataset containing 1429 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["5219173"],"matchCase":false},{"type":"in","key":"COUNTRY","values":["AL","AD","AM","AT","BY","BE","BA","BG","HR","CY","CZ","DK","EE","FI","FR","GE","DE","GR","HU","IS","IE","IT","KZ","LV","LI","LT","LU","MT","MD","MC","ME","NL","MK","NO","PL","PT","RO","RU","SM","RS","SK","SI","ES","SE","CH","TR","UA","GB","VA"],"matchCase":false},{"type":"in","key":"BASIS_OF_RECORD","values":["PRESERVED_SPECIMEN","LITERATURE","HUMAN OBSERVATION"],"matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false}]}

 The dataset includes 1429 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002461-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsrruw
title: Occurrence Download

description: A dataset containing 1814 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pimpla turionellae"
 ]
}

 The dataset includes 1814 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002472-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aw3wqh
title: Occurrence Download

description: A dataset containing 29195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Populus trichocarpa"
 ]
}

 The dataset includes 29195 records from 257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002471-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5st7f94x
title: MassIVE MSV000099628 - XIAMENUNIVERSITY-QIUYAN-MS1-ALH-1305
title: ALH-1305 is a compound with distinct chemical characteristics, having a relative molecular mass of 600.
DOI: 10.3929/ethz-b-000544221
title: Run-to-Failure Vacuum Circuit Breaker Mechanical Test Dataset
DOI: 10.3929/ethz-c-000785222
title: Graded phononic metamaterials: scalable design meets scalable microfabrication
DOI: 10.34740/kaggle/dsv/13503826
title: Kalimati Vegetable Dataset
DOI: 10.5281/zenodo.17447106
title: Dataset: Competencia comunicativa intercultural
DOI: 10.5281/zenodo.17447107
title: Dataset: Competencia comunicativa intercultural
DOI: 10.15468/dl.ff2suf
title: Occurrence Download

description: A dataset containing 19417994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.47346 36.61744,-2.43919 36.61744,-2.43919 39.42994,-9.47346 39.42994,-9.47346 36.61744))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 19417994 records from 728 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002384-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nq2sa9
title: Occurrence Download

description: A dataset containing 3896606 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Faune Occitanie : Saisie naturaliste opportuniste-Données opportunistes OISEAUX de Faune-Occitanie"
 ]
}

 The dataset includes 3896606 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002469-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtufr8
title: Occurrence Download

description: A dataset containing 21921387 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NABU|naturgucker"
 ]
}

 The dataset includes 21921387 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002468-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17446232
title: Echo Lattice Prediction Note- 3I/Atlas (Michael Medley)

description: This document records prior, quantitative predictions from the Echo Lattice model for the interstellar object 3I/ATLAS (perihelion Oct 29–30 2025). Predictions include a positive non-gravitational residual acceleration of (2.0–3.0)×10⁻⁷ m s⁻², photometric asymmetry A = 0.70 ± 0.05, phase period τ = 10.8 ± 0.5 days, and color semi-amplitude 0.02–0.05 mag. These serve as falsifiable tests of the Echo Lattice Theory Family (patent pending). Video included.
DOI: 10.5281/zenodo.17449238
title: Echo Lattice Prediction Note- 3I/Atlas (Michael Medley)

description: This document records prior, quantitative predictions from the Echo Lattice model for the interstellar object 3I/ATLAS (perihelion Oct 29–30 2025). Predictions include a positive non-gravitational residual acceleration of (2.0–3.0)×10⁻⁷ m s⁻², photometric asymmetry A = 0.70 ± 0.05, phase period τ = 10.8 ± 0.5 days, and color semi-amplitude 0.02–0.05 mag. These serve as falsifiable tests of the Echo Lattice Theory Family (patent pending). Video included.
DOI: 10.26180/30454433
title: Rawdata for <b>Multidimensional Kinetic Study on the Organocatalyzed Ring-Opening Polymerization (ROP) of L-Lactide via a Robotic High-Throughput Flow Platform</b>

description: This data repository includes the raw data (FTIR raw data, SEC data, and Python codes) for the paper <b>Multidimensional Kinetic Study on the Organocatalyzed Ring-Opening Polymerization (ROP) of L-Lactide via a Robotic High-Throughput Flow Platform.</b>
DOI: 10.26180/30454433.v1
title: Rawdata for <b>Multidimensional Kinetic Study on the Organocatalyzed Ring-Opening Polymerization (ROP) of L-Lactide via a Robotic High-Throughput Flow Platform</b>

description: This data repository includes the raw data (FTIR raw data, SEC data, and Python codes) for the paper <b>Multidimensional Kinetic Study on the Organocatalyzed Ring-Opening Polymerization (ROP) of L-Lactide via a Robotic High-Throughput Flow Platform.</b>
DOI: 10.15468/dl.kg79kk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is one of (Karnataka, Maharashtra, Telangana, Andhra Pradesh)",
 "TaxonKey is one of (Botia striata, Botia striata striata, Botia striata kolhapurensis, Botia striata kolhapurensis)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002476-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17454666
title: Rehabilitating the benefits of gene tree correction in the presence of incomplete lineage sorting

description: All data, scripts and output files to reproduce the results of the paper "Rehabilitating the benefits of gene tree correction in the presence of incomplete lineage sorting" of Manuel Lafond and Celine Scornavacca.

Just unzip the file and read the README.
DOI: 10.15468/dl.cdvw2f
title: Occurrence Download

description: A dataset containing 99268 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alytes obstetricans"
 ]
}

 The dataset includes 99268 records from 1351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002447-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.