cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5d2syx
title: Occurrence Download

description: A dataset containing 11880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia auriculiformis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 11880 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018859-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18643307
title: CEDDAR Reproducibility Dataset and Trained Models (v1.0.1)

description: This Zenodo record contains reproducibility assets for:

CEDDAR: Controllable Ensemble Diffusion Downscaling for Atmospheric Rainfall (manuscript in preparation)

Included:

- Data_DiffMod_small:     A small pre-processed example dataset used for reproducibility testing.     This dataset allows execution of the 01_small_test and 02_reduced_run examples in the public CEDDAR repository.

- B0.pth.tar:     Baseline diffusion model weights.

- B1_GSDF_RGBCE.pth.tar:     Final trained model weights used in the manuscript.

These assets correspond to CEDDAR GitHub release v1.0.1:https://github.com/TheaQG/CEDDAR

The code archive is available separately at:https://doi.org/10.5281/zenodo.18643187
DOI: 10.5281/zenodo.18643306
title: CEDDAR Reproducibility Dataset and Trained Models (v1.0.1)

description: This Zenodo record contains reproducibility assets for:

CEDDAR: Controllable Ensemble Diffusion Downscaling for Atmospheric Rainfall (manuscript in preparation)

Included:

- Data_DiffMod_small:     A small pre-processed example dataset used for reproducibility testing.     This dataset allows execution of the 01_small_test and 02_reduced_run examples in the public CEDDAR repository.

- B0.pth.tar:     Baseline diffusion model weights.

- B1_GSDF_RGBCE.pth.tar:     Final trained model weights used in the manuscript.

These assets correspond to CEDDAR GitHub release v1.0.1:https://github.com/TheaQG/CEDDAR

The code archive is available separately at:https://doi.org/10.5281/zenodo.18643187
DOI: 10.5281/zenodo.18643578
title: petrocephalus_simus_spades_02.fasta.gz
DOI: 10.5281/zenodo.18643579
title: petrocephalus_simus_spades_02.fasta.gz
DOI: 10.15468/dl.f37zha
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anopheles lindesayi"
 ]
}

 The dataset includes 237 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018860-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhtg77
title: Occurrence Download

description: A dataset containing 3996 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psittacara frontatus"
 ]
}

 The dataset includes 3996 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018861-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b66cm4
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hesperelaea palmeri",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018862-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6neypq
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Scinax garbei [GBIF Backbone Taxonomy])",
 "Geometry POLYGON((-71.45383 -12.86677,-71.22292 -13.15914,-71.15822 -13.09939,-71.35343 -12.87765,-71.45383 -12.86677))"
 ]
 }
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018863-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6bpyvt
title: Occurrence Download

description: A dataset containing 823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aristolochia debilis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 823 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018864-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crtkq7
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jasminum sambac",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 321 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018865-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5z6g9
title: Occurrence Download

description: A dataset containing 8358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Juglans cinerea",
 "Year 2000-2026"
 ]
}

 The dataset includes 8358 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018866-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18643600
title: panulirus_japonicus_spades_02.fasta.gz
DOI: 10.5281/zenodo.18643601
title: panulirus_japonicus_spades_02.fasta.gz
DOI: 10.5281/zenodo.18643584
title: DEVELOPING CHILDREN'S CREATIVE ABILITIES

description: This article analyzes the development of children’s creative abilities and the role of children’s art within the pedagogical system from a scientific and theoretical perspective, including its purpose, object, and subject. In addition, the psychological and pedagogical foundations of developing creative abilities in children are highlighted based on the views of leading scholars. The importance of artistic activity in the comprehensive development of a child’s personality is substantiated.
DOI: 10.5281/zenodo.18643583
title: DEVELOPING CHILDREN'S CREATIVE ABILITIES

description: This article analyzes the development of children’s creative abilities and the role of children’s art within the pedagogical system from a scientific and theoretical perspective, including its purpose, object, and subject. In addition, the psychological and pedagogical foundations of developing creative abilities in children are highlighted based on the views of leading scholars. The importance of artistic activity in the comprehensive development of a child’s personality is substantiated.
DOI: 10.15468/dl.ztbzj3
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Balaenoptera musculus"
 ]
}

 The dataset includes 85 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018867-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwvdvg
title: Occurrence Download

description: A dataset containing 8296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bixa orellana",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 8296 records from 407 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018868-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcnzen
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cenchrus durus (Beal) Morrone"
 ]
}

 The dataset includes 71 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068167-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tef3ez
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007286-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ui7tmp
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002705-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c42vfb
title: Occurrence Download

description: A dataset containing 203882047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "Year 2005-2015",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 203882047 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059468-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tu74sw
title: Occurrence Download

description: A dataset containing 12248 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mecardonia Ruiz & Pav."
 ]
}

 The dataset includes 12248 records from 323 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011541-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8lep85
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007240-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jywtpd
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000369-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1d57v7
title: Occurrence Download

description: A dataset containing 190449041 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnoliopsida"
 ]
}

 The dataset includes 190449041 records from 4223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027303-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6r7uwx
title: Occurrence Download

description: A dataset containing 998730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Year is 2004"
 ]
}

 The dataset includes 998730 records from 415 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010944-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2t74z7
title: Occurrence Download

description: A dataset containing 2725 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.92602 45.36957,-73.43479 45.36957,-73.43479 45.72657,-73.92602 45.72657,-73.92602 45.36957))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (November, December, October)",
 "TaxonKey is Branta canadensis",
 "Year is 2019"
 ]
}

 The dataset includes 2725 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010955-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12713708
title: [CORRUPTED. PLEASE USE NFLX AND HF MIRRORS] Divide and Remaster v3: Multilingual Training Set

description: IT APPEARS THAT THE ZENODO VERSION OF THE DATA IS CORRUPTED. PLEASE USE THE NETFLIX OR HUGGINGFACE MIRROR. 

---

Divide and Remaster v3 is a multilingual rework of the Divide and Remaster v2 dataset by Pétermann et al.

This repository contains the training audio of the multilingual variant of DnR v3.

The major changes from DnR v2 are as follows:



the dialogue stem now contains content from more than 30 languages across various language families;

speech, vocals, and/or vocalizations have been removed from the music and effects stems;

loudness and timing parametrization have been adjusted to approximate the distributions of real cinematic content;

the mastering process now preserves relative loudness between stems and approximates standard industry practices.


See the linked GitHub repository for more details.
DOI: 10.5281/zenodo.12713709
title: [CORRUPTED. PLEASE USE NFLX AND HF MIRRORS] Divide and Remaster v3: Multilingual Training Set

description: IT APPEARS THAT THE ZENODO VERSION OF THE DATA IS CORRUPTED. PLEASE USE THE NETFLIX OR HUGGINGFACE MIRROR. 

---

Divide and Remaster v3 is a multilingual rework of the Divide and Remaster v2 dataset by Pétermann et al.

This repository contains the training audio of the multilingual variant of DnR v3.

The major changes from DnR v2 are as follows:



the dialogue stem now contains content from more than 30 languages across various language families;

speech, vocals, and/or vocalizations have been removed from the music and effects stems;

loudness and timing parametrization have been adjusted to approximate the distributions of real cinematic content;

the mastering process now preserves relative loudness between stems and approximates standard industry practices.


See the linked GitHub repository for more details.
DOI: 10.15468/dl.spfng5
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON((-78.06278 62.8207,-82.49596 57.27508,-72.89984 47.12573,-51.18023 52.29721,-51.73203 58.85479,-78.06278 62.8207))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Esox lucius",
 "Year 2000-2025"
 ]
}

 The dataset includes 22 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010956-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3hzzx
title: Occurrence Download

description: A dataset containing 1164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "GadmGid is ESP.12_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Betula pubescens"
 ]
}

 The dataset includes 1164 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010958-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xe63br
title: Occurrence Download

description: A dataset containing 1969047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "OccurrenceStatus is Present",
 "TaxonKey is Culicidae"
 ]
}

 The dataset includes 1969047 records from 363 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010951-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mqpt3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orchestia kaalensis"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010959-251025141854904/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/13580357
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.tuuyys
title: Occurrence Download

description: A dataset containing 637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Galicia, Galiza)",
 "TaxonKey is Digitalis purpurea"
 ]
}

 The dataset includes 637 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010960-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2fn99
title: Occurrence Download

description: A dataset containing 3560442339 species occurrences available in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset includes 3560442339 records from 77555 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010644-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jwswkx
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Veronica thymoides"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010962-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vhrj6
title: Occurrence Download

description: A dataset containing 5649144 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Florabank1 - A grid-based database on vascular plant distribution in the northern part of Belgium (Flanders and the Brussels Capital region)"
 ]
}

 The dataset includes 5649144 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010961-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17503235
title: techbookfest_19_プログラミングした 気持ちになれるワークブックファイル
DOI: 10.15468/dl.b77j3v
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platorchestia lanipo"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010964-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4zv9u
title: Occurrence Download

description: A dataset containing 3893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.11_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Odocoileus virginianus",
 "Year 1996-2025"
 ]
}

 The dataset includes 3893 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010965-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17498221
title: Gold Diggers of Chemstry - Version 0

description: Calculated IRC trajectories, IRC analysis, Sankey Diagrams, bond changing events, calculated bond electron matrices that gold diggers get from mining open-access chemistries.
DOI: 10.5281/zenodo.17498222
title: Gold Diggers of Chemstry - Version 0

description: Calculated IRC trajectories, IRC analysis, Sankey Diagrams, bond changing events, calculated bond electron matrices that gold diggers get from mining open-access chemistries.
DOI: 10.5281/zenodo.13363745
title: Kruger National Park Boundary And Environmental Predictors

description: The dataset contains ESRI Shapefile of Kruger National Park and environmental predictors used in habitat modeling for White-backed Vultures. The data includes elevation from a Digital Surface Model (ESA Sinergis, 2021), land use and land cover (LULC) from Sentinel-2 Land Cover Explorer (Esri, 2023), Normalized Difference Vegetation Index (NDVI), and Land Surface Temperature (LST) from Earth Explorer. Additionally, the dataset features calculated distances to the nearest water sources (DNW) and roads (DNR) using spatial analysis in R. These predictors were selected based on their relevance to the species' habitat preferences and behaviors.
DOI: 10.5281/zenodo.13363746
title: Kruger National Park Boundary And Environmental Predictors

description: The dataset contains ESRI Shapefile of Kruger National Park and environmental predictors used in habitat modeling for White-backed Vultures. The data includes elevation from a Digital Surface Model (ESA Sinergis, 2021), land use and land cover (LULC) from Sentinel-2 Land Cover Explorer (Esri, 2023), Normalized Difference Vegetation Index (NDVI), and Land Surface Temperature (LST) from Earth Explorer. Additionally, the dataset features calculated distances to the nearest water sources (DNW) and roads (DNR) using spatial analysis in R. These predictors were selected based on their relevance to the species' habitat preferences and behaviors.