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

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis quadriocellifer Barbour & Ramsden, 1919"
 ]
}

 The dataset includes 98 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009851-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6mv8y
title: Occurrence Download

description: A dataset containing 560 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Rhombomys opimus (Lichtenstein, 1823)"
 ]
}

 The dataset includes 560 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012008-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7uxhym
title: Occurrence Download

description: A dataset containing 462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lens nigricans",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 462 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011430-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17190464
title: Drivers of TCs in the SWIO based on 5 CMIP6 Models
title: Historical and SSP585  Sea Surface Temperature

description: This dataset provides monthly sea surface temperature (tos) output from multiple CMIP6 global climate models for both the historical (1959–2000) and high-emission future scenario SSP585 (2060–2100). The included models are:





ACCESS-CM2




INM-CM5-0




CMCC-ESM2




CIESM




MPI-ESM1-2-LR



The data are taken from the CMIP6 archive and stored as NetCDF files in their native grid formats (gn or gr1). Each file contains monthly mean ocean surface temperature, provided under the "Omon" frequency, with consistent temporal coverage for the respective experiments. This dataset enables comparative analyses of sea surface temperature variability, historical changes, and projected warming under the SSP585 scenario, and is particularly suited for studies of ocean–atmosphere interactions, climate change impacts, and the drivers of tropical cyclones over the Southwest Indian Ocean (SWIO).
DOI: 10.5281/zenodo.17190465
title: Drivers of TCs in the SWIO based on 5 CMIP6 Models
title: Historical and SSP585  Sea Surface Temperature

description: This dataset provides monthly sea surface temperature (tos) output from multiple CMIP6 global climate models for both the historical (1959–2000) and high-emission future scenario SSP585 (2060–2100). The included models are:





ACCESS-CM2




INM-CM5-0




CMCC-ESM2




CIESM




MPI-ESM1-2-LR



The data are taken from the CMIP6 archive and stored as NetCDF files in their native grid formats (gn or gr1). Each file contains monthly mean ocean surface temperature, provided under the "Omon" frequency, with consistent temporal coverage for the respective experiments. This dataset enables comparative analyses of sea surface temperature variability, historical changes, and projected warming under the SSP585 scenario, and is particularly suited for studies of ocean–atmosphere interactions, climate change impacts, and the drivers of tropical cyclones over the Southwest Indian Ocean (SWIO).
DOI: 10.15468/dl.rsnbv2
title: Occurrence Download

description: A dataset containing 64001 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Environment Agency England and Wales (2007) freshwater invertebrate species (single species families)"
 ]
}

 The dataset includes 64001 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011417-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zds6ey
title: Occurrence Download

description: A dataset containing 4604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhizophora stylosa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4604 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011433-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17190842
title: Supplementary materials for research on prefix length impact in predictive process monitoring

description: This dataset contains the primary and aggregated experimental results used in the study of prefix length impact on predictive process monitoring.
DOI: 10.5281/zenodo.17190841
title: Supplementary materials for research on prefix length impact in predictive process monitoring

description: This dataset contains the primary and aggregated experimental results used in the study of prefix length impact on predictive process monitoring.
DOI: 10.6084/m9.figshare.30196336
title: R code.R

description: Microbiome
DOI: 10.6084/m9.figshare.30196336.v1
title: R code.R

description: Microbiome
DOI: 10.15468/dl.srvw77
title: Occurrence Download

description: A dataset containing 339 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Allium pyrenaicum)"
 ]
}

 The dataset includes 339 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011434-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17189962
title: Badania z inicjacji VC
DOI: 10.5281/zenodo.17189963
title: Badania z inicjacji VC
DOI: 10.6084/m9.figshare.30196339
title: data.csv

description: Microbiome
DOI: 10.6084/m9.figshare.30196339.v1
title: data.csv

description: Microbiome
DOI: 10.6084/m9.figshare.30196480
title: Spatiotemporal variation characteristics and driving forces of vegetation resilience in China

description: Vegetation resilience is a core indicator that reflects an ecosystem’s ability to maintain its structural and functional stability after disturbance. Although numerous studies have confirmed that vegetation cover in China has consistently shown an increasing trend in greenness, systematic quantitative assessments of its vegetation resilience remain relatively scarce. To address this gap, this study quantifies the resilience of six commonly used vegetation indices based on Critical Slowing Down (CSD) theory and evaluates their reliability. We then systematically analyze the spatiotemporal patterns of vegetation resilience in China and the driving factors behind them.
DOI: 10.6084/m9.figshare.30196480.v1
title: Spatiotemporal variation characteristics and driving forces of vegetation resilience in China

description: Vegetation resilience is a core indicator that reflects an ecosystem’s ability to maintain its structural and functional stability after disturbance. Although numerous studies have confirmed that vegetation cover in China has consistently shown an increasing trend in greenness, systematic quantitative assessments of its vegetation resilience remain relatively scarce. To address this gap, this study quantifies the resilience of six commonly used vegetation indices based on Critical Slowing Down (CSD) theory and evaluates their reliability. We then systematically analyze the spatiotemporal patterns of vegetation resilience in China and the driving factors behind them.
DOI: 10.14278/rodare.3994
title: Dataset for Machine Learning Time Propagators for Time-Dependent Density Functional Theory Simulations

description: This repository contains the dataset supporting the paper "Machine Learning Time Propagators for Time-Dependent Density Functional Theory Simulations" by Karan Shah and Attila Cangi. It comprises time-dependent density functional theory (TDDFT) simulations of one-dimensional diatomic molecules under laser excitation. The data is used to train and evaluate autoregressive Fourier Neural Operator (FNO) models that serve as ML time propagators for electron density evolution.
DOI: 10.15468/dl.dwmb6f
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lotus conimbricensis",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011437-250920141307145/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.30196618
title: CONTROLLED “BLACK BOX”

description: CONTROLLED “BLACK BOX” is the first full-spectrum guide that shows why opaque models captivate us, where they can betray us, and how you can govern them without killing their magic.WHAT YOU’LL DISCOVER INSIDEMilestones of Machine Mystery - from Jacquard looms to trillion-parameter transformers, see how secrecy became a feature, not a bug.Layers of Opacity - dissect epistemic overload, deliberate trade-secret walls, and emergent drift shadows. Each layer gets its own playbook.Seeing Without Opening - stress-tests, trace forensics, living drift dashboards. Tools you can run today, no source-code subpoena required.WHY THIS BOOK IS DIFFERENTInterdisciplinary Pulse - we weave control theory, moral philosophy and hard-won DevOps tricks into one narrative beat, so you never miss the bigger picture.Real Incidents, Real Numbers - learn how a ledger slashed audit time from six months to two days, and why insurers cut premiums when cryptographic provenance is in place.
DOI: 10.6084/m9.figshare.30196618.v1
title: CONTROLLED “BLACK BOX”

description: CONTROLLED “BLACK BOX” is the first full-spectrum guide that shows why opaque models captivate us, where they can betray us, and how you can govern them without killing their magic.WHAT YOU’LL DISCOVER INSIDEMilestones of Machine Mystery - from Jacquard looms to trillion-parameter transformers, see how secrecy became a feature, not a bug.Layers of Opacity - dissect epistemic overload, deliberate trade-secret walls, and emergent drift shadows. Each layer gets its own playbook.Seeing Without Opening - stress-tests, trace forensics, living drift dashboards. Tools you can run today, no source-code subpoena required.WHY THIS BOOK IS DIFFERENTInterdisciplinary Pulse - we weave control theory, moral philosophy and hard-won DevOps tricks into one narrative beat, so you never miss the bigger picture.Real Incidents, Real Numbers - learn how a ledger slashed audit time from six months to two days, and why insurers cut premiums when cryptographic provenance is in place.
DOI: 10.15468/dl.u6xb6k
title: Occurrence Download

description: A dataset containing 2252 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Allium ramosum)"
 ]
}

 The dataset includes 2252 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011439-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7n6hxt
title: Occurrence Download

description: A dataset containing 2651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Osmunda, Leptopteris, Lomariocycas)",
 "Country is one of (Colombia, Madagascar, Papua New Guinea)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than or equal to 1946"
 ]
}

 The dataset includes 2651 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011426-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17190922
title: Dataset metaverse Gamification

description: Dataset Metaverse Gamification
DOI: 10.5281/zenodo.17190923
title: Dataset metaverse Gamification

description: Dataset Metaverse Gamification
DOI: 10.15468/dl.jts879
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lotus maritimus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011440-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zjz49
title: Occurrence Download

description: A dataset containing 581 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lotus maritimus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 581 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011441-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kr29yd
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lotus maritimus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 107 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011442-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usztjj
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Allium rosenbachianum)"
 ]
}

 The dataset includes 15 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011443-250920141307145/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.30196582
title: supplementary table 1 v3.xlsx

description: Early Jurassic volcanism was in the southern north Victoria Land portion of the Ferrar Large Igneous Province preceded by multiple phases of shallow-level intrusions of Ferrar sills into the 300 m thick cover of sedimentary rocks of the Triassic-Jurassic Victoria Group. Upward protrusions from sills into unconsolidated water-saturated sandstones triggered phreatomagmatic eruptions forming discordant diatremes. Associated mafic volcaniclastic subaerial sediments are intercalated in the stratigraphic succession at two levels. Based on palynostratigraphy their ages are late Pliensbachian and Early Toarcian, respectively. The matrix of the mafic volcaniclastic deposits (MVD) is enriched in the individual minerals of the presently cemented fluviolacustrine country rocks. Clasts of the metamorphic and granitic basement are absent. The igneous clasts are comagmatic comprising fragmented sill magma as well as scoriaceous juvenile lava shreds and bombs, some of which form welded deposits. All comagmatic and juvenile clasts as well as those local pillows and lava flows embedded in the phreatomagmatic deposits are of low-Ti andesitic composition (Cr &lt; 80 ppm) and thus identical to the sills. Subsequent effusive volcanism (Kirkpatrick flows) started as low-volume lava flows and pillowed lava of more primitive low-Ti basaltic andesite composition (Cr &gt; 100 ppm).
DOI: 10.6084/m9.figshare.30196582.v1
title: supplementary table 1 v3.xlsx

description: Early Jurassic volcanism was in the southern north Victoria Land portion of the Ferrar Large Igneous Province preceded by multiple phases of shallow-level intrusions of Ferrar sills into the 300 m thick cover of sedimentary rocks of the Triassic-Jurassic Victoria Group. Upward protrusions from sills into unconsolidated water-saturated sandstones triggered phreatomagmatic eruptions forming discordant diatremes. Associated mafic volcaniclastic subaerial sediments are intercalated in the stratigraphic succession at two levels. Based on palynostratigraphy their ages are late Pliensbachian and Early Toarcian, respectively. The matrix of the mafic volcaniclastic deposits (MVD) is enriched in the individual minerals of the presently cemented fluviolacustrine country rocks. Clasts of the metamorphic and granitic basement are absent. The igneous clasts are comagmatic comprising fragmented sill magma as well as scoriaceous juvenile lava shreds and bombs, some of which form welded deposits. All comagmatic and juvenile clasts as well as those local pillows and lava flows embedded in the phreatomagmatic deposits are of low-Ti andesitic composition (Cr &lt; 80 ppm) and thus identical to the sills. Subsequent effusive volcanism (Kirkpatrick flows) started as low-volume lava flows and pillowed lava of more primitive low-Ti basaltic andesite composition (Cr &gt; 100 ppm).
DOI: 10.5281/zenodo.17170169
title: Drivers of TCs in the SWIO based on 5 CMIP6 Models
title: Historical and SSP585 Relative Humidity

description: This dataset provides monthly mean relative humidity (hur) fields from multiple CMIP6 global climate models for both the historical (1959–2000) and future high-emission SSP585 scenario (2060–2100). The variable is extracted on standard atmospheric levels, suitable for investigating thermodynamic drivers of tropical cyclones (TCs) over the Southwest Indian Ocean (SWIO).

The included models are:





ACCESS-CM2




INM-CM5-0




CMCC-ESM2




CIESM




MPI-ESM1-2-LR



Files are stored in NetCDF format with grids corresponding to each model’s native resolution (gn, gr, or gr1). Each file contains monthly mean relative humidity values under the CMIP6 “Amon” frequency (Atmosphere, monthly). This dataset supports studies of large-scale circulation, vertical moisture structure, and thermodynamic conditions associated with tropical cyclone genesis and development in the SWIO. Historical simulations provide a baseline for 20th-century climate variability, while SSP585 experiments allow exploration of projected changes under a warming climate.
DOI: 10.5281/zenodo.17170170
title: Drivers of TCs in the SWIO based on 5 CMIP6 Models
title: Historical and SSP585 Relative Humidity

description: This dataset provides monthly mean relative humidity (hur) fields from multiple CMIP6 global climate models for both the historical (1959–2000) and future high-emission SSP585 scenario (2060–2100). The variable is extracted on standard atmospheric levels, suitable for investigating thermodynamic drivers of tropical cyclones (TCs) over the Southwest Indian Ocean (SWIO).

The included models are:





ACCESS-CM2




INM-CM5-0




CMCC-ESM2




CIESM




MPI-ESM1-2-LR



Files are stored in NetCDF format with grids corresponding to each model’s native resolution (gn, gr, or gr1). Each file contains monthly mean relative humidity values under the CMIP6 “Amon” frequency (Atmosphere, monthly). This dataset supports studies of large-scale circulation, vertical moisture structure, and thermodynamic conditions associated with tropical cyclone genesis and development in the SWIO. Historical simulations provide a baseline for 20th-century climate variability, while SSP585 experiments allow exploration of projected changes under a warming climate.
DOI: 10.15468/dl.ynhv2h
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Balaenoptera ricei"
 ]
}

 The dataset includes 105 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011444-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17190928
title: Replication material for paper "Smith et al. (2024) : Polarisation of climate and environmental attitudes in the United States, 1973-2022. npj Climate Action. DOI 10.1038/s44168-023-00074-1"

description: Secondary survey data, harmonization code, and replication analysis code for the manuscript : "Smith et al. (2024) : Polarisation of climate and environmental attitudes in the United States, 1973-2022. npj Climate Action. DOI 10.1038/s44168-023-00074-1"
DOI: 10.5281/zenodo.17190929
title: Replication material for paper "Smith et al. (2024) : Polarisation of climate and environmental attitudes in the United States, 1973-2022. npj Climate Action. DOI 10.1038/s44168-023-00074-1"

description: Secondary survey data, harmonization code, and replication analysis code for the manuscript : "Smith et al. (2024) : Polarisation of climate and environmental attitudes in the United States, 1973-2022. npj Climate Action. DOI 10.1038/s44168-023-00074-1"
DOI: 10.15468/dl.n558rg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Medicago carstiensis",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011445-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2f7y7v
title: Occurrence Download

description: A dataset containing 21812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "Year is 1919"
 ]
}

 The dataset includes 21812 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011436-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17190967
title: Angular power spectra and mixing matrices

description: This dataset contains example angular power spectra and their associated mixing matrices and data Gaussian covariance matrices for a synthetic photometric galaxy survey. It is based on 6 redshift bins, with binning in multiples of 32 units.

 

All the dataset has been generated using the software Heracles.
DOI: 10.15468/dl.kkcztw
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011447-250920141307145/datasets/export for details.