cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57830/2314618
title: Field data for the Vegetation Mapping Inventory Project of Minute Man National Historical Park - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Minute Man National Historical Park.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314619
title: Field data for the Vegetation Mapping Inventory Project of Mississippi National River and Recreation Areas - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Mississippi National River and Recreation Areas.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314620
title: Field data for the Vegetation Mapping Inventory Project of Missouri National Recreational River - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Missouri National Recreational River.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314621
title: Field data for the Vegetation Mapping Inventory Project of Montezuma Castle National Monument - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Montezuma Castle National Monument.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.15468/dl.emhzpn
title: Occurrence Download

description: A dataset containing 9029 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abrothrix olivaceus"
 ]
}

 The dataset includes 9029 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029742-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xe4p6
title: Occurrence Download

description: A dataset containing 789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((127.40877 30.37411,135.35323 40.11554,122.96365 40.39927,112.37102 38.41315,97.71157 38.88604,93.17189 27.25306,99.60312 17.03874,117.28902 16.47129,118.42395 22.80794,122.39618 28.38799,127.40877 30.37411))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ilex cornuta"
 ]
}

 The dataset includes 789 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029743-251025141854904/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.28811600
title: Courtship and mating behavior in <i>Lachesilla perezi</i>

description: Courtship and mating behavior in <i>Lachesilla perezi</i> is explored in this video<br><br><br>
DOI: 10.6084/m9.figshare.28811600.v1
title: Courtship and mating behavior in <i>Lachesilla perezi</i>

description: Courtship and mating behavior in <i>Lachesilla perezi</i> is explored in this video<br><br><br>
DOI: 10.15468/dl.xh4gzd
title: Occurrence Download

description: A dataset containing 392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Colombia, Ecuador)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Centrolene buckleyi"
 ]
}

 The dataset includes 392 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029744-251025141854904/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.29528366
title: Raw Data for Main Figures, Supplementary Figures and Main Videos in the Manuscript ac-2025-01582f.R1

description: Raw Data for Main Figures, Supplementary Figures and Main Videos in the Manuscript ac-2025-01582f.R1
DOI: 10.6084/m9.figshare.29528366.v5
title: Raw Data for Main Figures, Supplementary Figures and Main Videos in the Manuscript ac-2025-01582f.R1

description: Raw Data for Main Figures, Supplementary Figures and Main Videos in the Manuscript ac-2025-01582f.R1
DOI: 10.6084/m9.figshare.29528366.v4
title: Raw Data for Main Figures, Supplementary Figures and Main Videos in the Manuscript ac-2025-01582f.R1

description: Raw Data for Main Figures, Supplementary Figures and Main Videos in the Manuscript ac-2025-01582f.R1
DOI: 10.57830/2314622
title: Field data for the Vegetation Mapping Inventory Project of Moores Creek National Battlefield - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Moores Creek National Battlefield.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314623
title: Field data for the Vegetation Mapping Inventory Project of Mount Rainier National Park - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Mount Rainier National Park.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314624
title: Field data for the Vegetation Mapping Inventory Project of Morristown National Historical Park - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Morristown National Historical Park.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314625
title: Field data for the Vegetation Mapping Inventory Project of Mount Rushmore National Memorial - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Mount Rushmore National Memorial.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314626
title: Field data for the Vegetation Mapping Inventory Project of Natchez Trace Parkway - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Natchez Trace Parkway.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314627
title: Field data for the Vegetation Mapping Inventory Project of Navajo National Monument - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Navajo National Monument.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314629
title: Field data for the Vegetation Mapping Inventory Project of New River Gorge National Park and Preserve - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of New River Gorge National Park and Preserve.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.15468/dl.aqmr56
title: Occurrence Download

description: A dataset listing the 32571 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passeriformes"
 ]
}

 The dataset's 32571 records were derived from 13101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029737-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.51074
title: Calcium carbonate content of sediment core RC12-294
DOI: 10.1594/pangaea.51090
title: Calcium carbonate content of sediment core RC13-158
DOI: 10.1594/pangaea.51104
title: Calcium carbonate content of sediment core RC13-218
DOI: 10.1594/pangaea.51081
title: Calcium carbonate content of sediment core RC13-138
DOI: 10.1594/pangaea.51105
title: Calcium carbonate content of sediment core RC13-228
DOI: 10.1594/pangaea.51091
title: Calcium carbonate content of sediment core RC13-159
DOI: 10.1594/pangaea.51092
title: Calcium carbonate content of sediment core RC13-171
DOI: 10.1594/pangaea.51093
title: Calcium carbonate content of sediment core RC13-172
DOI: 10.1594/pangaea.51094
title: Calcium carbonate content of sediment core RC13-173
DOI: 10.1594/pangaea.51095
title: Calcium carbonate content of sediment core RC13-174
DOI: 10.1594/pangaea.51096
title: Calcium carbonate content of sediment core RC13-183
DOI: 10.1594/pangaea.51106
title: Calcium carbonate content of sediment core RC13-229
DOI: 10.1594/pangaea.51097
title: Calcium carbonate content of sediment core RC13-184
DOI: 10.1594/pangaea.51098
title: Calcium carbonate content of sediment core RC13-189
DOI: 10.1594/pangaea.51079
title: Calcium carbonate content of sediment core RC13-106
DOI: 10.1594/pangaea.51107
title: Calcium carbonate content of sediment core RC13-236
DOI: 10.1594/pangaea.51082
title: Calcium carbonate content of sediment core RC13-139
DOI: 10.1594/pangaea.51108
title: Calcium carbonate content of sediment core RC13-83
DOI: 10.1594/pangaea.51075
title: Calcium carbonate content of sediment core RC12-327
DOI: 10.1594/pangaea.51109
title: Calcium carbonate content of sediment core RC15-180
DOI: 10.15468/dl.yt2pru
title: Occurrence Download

description: A dataset containing 765104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "Year is 2008"
 ]
}

 The dataset includes 765104 records from 1306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003895-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fryf3e
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "TaxonKey is Fulgoridae"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011913-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3b53vd
title: Occurrence Download

description: A dataset containing 7162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Carcharhinus obscurus (Lesueur, 1818)"
 ]
}

 The dataset includes 7162 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013006-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utxuzp
title: Occurrence Download

description: A dataset containing 39588 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dactyloctenium Willd."
 ]
}

 The dataset includes 39588 records from 694 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001081-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmzu22
title: Occurrence Download

description: A dataset containing 110595 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pacifastacus leniusculus"
 ]
}

 The dataset includes 110595 records from 364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003366-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.21685.33765
title: Bachelot' 1 a, Science -Mathematik (Bache'lor·)
DOI: 10.15468/dl.6wxdhx
title: Occurrence Download

description: A dataset containing 6176 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Inventaire naturaliste des îlets de Martinique (OFB 2022)"
 ]
}

 The dataset includes 6176 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003379-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyr6cw
title: Occurrence Download

description: A dataset containing 12117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Osmia aurulenta",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 12117 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003381-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kvnmm
title: Occurrence Download

description: A dataset containing 38594 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parthenium hysterophorus"
 ]
}

 The dataset includes 38594 records from 497 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003380-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17680584
title: Cold Wave Dataset

description: This dataset supports the research and code presented in the paper, Dynamic Spatio-Temporal Graph Neural Network for Cold Wave Prediction. The uploaded ZIP file contains all raw and processed data necessary to reproduce the findings in the associated GitHub repository.

Data Contents

The data is organized into three main directory structures:

1.  `raw/`: Contains the original, publicly available weather station data, including 15 individual CSV files (`data1.csv` through `data15.csv`) and external long-term temperature mean NetCDF files from the `Tmin_longterm_mean` directory.2.  `datasets/`: Contains the cleaned and stabilized data splits used directly by the modeling scripts, including `part_1.csv` (5 years data of 51 weather stations) and `part_2.csv` (10 years data of 115 weather stations), and the combined `DATASET.csv`.3.  `processed/`:  Contains all the graph dataset variations obtained by running graph_formulation.py file on the two parts of the dataset.

Code and Reproducibility

The code used for preprocessing, graph generation, model training, and evaluation is available in the linked GitHub repository. The feature names, scaling methods, and graph construction parameters for this data are defined in the repository's `config.yaml` and documented in the `README.md`.

Code Repository (GitHub): Repo Link

Final Repository (Zenodo): 10.5281/zenodo.17680585
DOI: 10.5281/zenodo.17680585
title: Cold Wave Dataset

description: This dataset supports the research and code presented in the paper, Dynamic Spatio-Temporal Graph Neural Network for Cold Wave Prediction. The uploaded ZIP file contains all raw and processed data necessary to reproduce the findings in the associated GitHub repository.

Data Contents

The data is organized into three main directory structures:

1.  `raw/`: Contains the original, publicly available weather station data, including 15 individual CSV files (`data1.csv` through `data15.csv`) and external long-term temperature mean NetCDF files from the `Tmin_longterm_mean` directory.2.  `datasets/`: Contains the cleaned and stabilized data splits used directly by the modeling scripts, including `part_1.csv` (5 years data of 51 weather stations) and `part_2.csv` (10 years data of 115 weather stations), and the combined `DATASET.csv`.3.  `processed/`:  Contains all the graph dataset variations obtained by running graph_formulation.py file on the two parts of the dataset.

Code and Reproducibility

The code used for preprocessing, graph generation, model training, and evaluation is available in the linked GitHub repository. The feature names, scaling methods, and graph construction parameters for this data are defined in the repository's `config.yaml` and documented in the `README.md`.

Code Repository (GitHub): Repo Link

Final Repository (Zenodo): 10.5281/zenodo.17680585
DOI: 10.15468/dl.k627aw
title: Occurrence Download

description: A dataset containing 8944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hoplitis adunca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 8944 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003382-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14641885
title: Vocalizaciones de pardela de Revillagigedo en Isla Socorro durante las temporadas 2024 y 2025

description: Registros de vocalizaciones de pardela de Revillagigedo en Isla Socorro para las temporadas 2024 y 2025Estos datos son los utilizados para calcular la población inicial y la dinámica de la población de la pardela de Revillagigedo en Socorro.

Datos de vocalizaciones para 4 grabadoras en Isla Socorro.
description: Pasamos de la versión 0.1.0 a 0.1.1 porque recibimos datos nuevos



Recibimos los datos por correo el día 2026-01-20

Tarjeta en Kanban

Por favor, ignoren los datos marcados en rojo, ya que pueden estar sesgados por los sistemas de sonido
DOI: 10.5281/zenodo.18319754
title: Vocalizaciones de pardela de Revillagigedo en Isla Socorro durante las temporadas 2024 y 2025

description: Registros de vocalizaciones de pardela de Revillagigedo en Isla Socorro para las temporadas 2024 y 2025Estos datos son los utilizados para calcular la población inicial y la dinámica de la población de la pardela de Revillagigedo en Socorro.

Datos de vocalizaciones para 4 grabadoras en Isla Socorro.
description: Pasamos de la versión 0.1.0 a 0.1.1 porque recibimos datos nuevos



Recibimos los datos por correo el día 2026-01-20

Tarjeta en Kanban

Por favor, ignoren los datos marcados en rojo, ya que pueden estar sesgados por los sistemas de sonido
DOI: 10.15468/dl.5ktzww
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cuba",
 "TaxonKey is Mugil liza"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002889-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vhzjn
title: Occurrence Download

description: A dataset containing 33070 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leopardus pardalis"
 ]
}

 The dataset includes 33070 records from 471 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002890-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18267424
title: Mechanistic Insights into Luminol Chemiluminescence: The Role of Peroxide Bond Cleavage and N₂ Loss

description: This repository contains XYZ files with the Cartesian coordinates of optimised key geometries involved in the chemiluminescence mechanisms of luminol proposed in the associated main article. The dataset includes optimised stationary points (minima and transition states) as well as geometries obtained from two-dimensional scan of the potential energy surface, all calculated at the CASSCF level using a bicyclic endoperoxide (R-EP) as a reduced model of luminol.
DOI: 10.5281/zenodo.18267425
title: Mechanistic Insights into Luminol Chemiluminescence: The Role of Peroxide Bond Cleavage and N₂ Loss

description: This repository contains XYZ files with the Cartesian coordinates of optimised key geometries involved in the chemiluminescence mechanisms of luminol proposed in the associated main article. The dataset includes optimised stationary points (minima and transition states) as well as geometries obtained from two-dimensional scan of the potential energy surface, all calculated at the CASSCF level using a bicyclic endoperoxide (R-EP) as a reduced model of luminol.
DOI: 10.5281/zenodo.18329267
title: ALISHER NAVOIY IJODIY MEROSINING JAHON SIVILIZATSIYASI TARAQQIYOTIDAGI O'RNI

description: Alisher Navoiy ijodiy merosi nafaqat o‘zbek adabiyoti, balki jahon sivilizatsiyasi rivojida ham muhim o‘rin tutadi. Ushbu tadqiqotda Navoiy asarlarining falsafiy, axloqiy va adabiy jihatlari tahlil qilinib, ularning Sharq va G‘arb madaniyati, insoniy qadriyatlar va jahon adabiyoti bilan bog‘liqligi yoritiladi. Tadqiqotda Navoiy ijodining milliy ildizlari va umuminsoniy ma’naviy qadriyatlarni shakllantirishdagi roli ko‘rsatilib, uning asarlaridagi axloqiy-psixologik ta’sirlar hamda ilmiy-tarbiyaviy ahamiyati ta’kidlanadi. Shuningdek, Navoiy merosining jahon adabiyoti va sivilizatsiyasida tutgan o‘rni ham nazariy jihatdan asoslanadi. Mavzu orqali Navoiy ijodining milliy va global madaniy maydondagi ahamiyati, uning asarlari orqali tarbiyaviy, estetik va falsafiy qadriyatlar uzviy bog‘liqligi tushuntiriladi.