cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3ecrnc
title: Occurrence Download

description: A dataset containing 2882 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dehalobium (Löffler et al., 2013)"
 ]
}

 The dataset includes 2882 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056397-241126133413365/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.24269191
title: A curated dataset of sentences expressing uncertainty and controversy in clinical research

description: A curated dataset of sentences expressing unresolved clinical questions
DOI: 10.15468/dl.fyyvaj
title: Occurrence Download

description: A dataset containing 21395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is TUR.47_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 21395 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056399-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubnupj
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Nycticebus bengalensis (Lacépède, 1800)"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056401-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tpww7b
title: Occurrence Download

description: A dataset containing 1403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is TUR.7.16_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 1403 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056402-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6w26n
title: Occurrence Download

description: A dataset containing 276312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is IND.17.4_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 276312 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056392-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14598288
title: Grades according to oral- written expression of levels B1 and B2 Through Cinema Workshop Activities

description: Activities with letter and number coded A1-A12, B1-B8,C1-C5 and grades according to oral/ written expression of levels B1 and B2
DOI: 10.5281/zenodo.14598289
title: Grades according to oral- written expression of levels B1 and B2 Through Cinema Workshop Activities

description: Activities with letter and number coded A1-A12, B1-B8,C1-C5 and grades according to oral/ written expression of levels B1 and B2
DOI: 10.15468/dl.dntbnm
title: Occurrence Download

description: A dataset containing 1360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is IRN.13_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 1360 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056403-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xaztk3
title: Occurrence Download

description: A dataset containing 4679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is IRN.14_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 4679 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056406-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6e5jd
title: Occurrence Download

description: A dataset containing 99681 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dehalococcoidia"
 ]
}

 The dataset includes 99681 records from 713 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056404-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhxzdb
title: Occurrence Download

description: A dataset containing 876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia Mill."
 ]
}

 The dataset includes 876 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056407-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swhtya
title: Occurrence Download

description: A dataset containing 1288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is RUS.28_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 1288 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056408-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14598281
title: A Comprehensive Database of River Obstructions in China

description: This study combines deep learning and remote sensing imagery to identify various types of artificial river obstructions across different basins in China, including dams, low-head dams, locks, and partial dams. The final dataset includes over 10,000 records of artificial river obstructions, validated through detailed manual visual inspection using Google Maps. Notably, the vector format data currently available on the platform consists of different samples derived from 30% stratified sampling, rather than the entire dataset.
DOI: 10.5281/zenodo.14598282
title: A Comprehensive Database of River Obstructions in China

description: This study combines deep learning and remote sensing imagery to identify various types of artificial river obstructions across different basins in China, including dams, low-head dams, locks, and partial dams. The final dataset includes over 10,000 records of artificial river obstructions, validated through detailed manual visual inspection using Google Maps. Notably, the vector format data currently available on the platform consists of different samples derived from 30% stratified sampling, rather than the entire dataset.
DOI: 10.15468/dl.b2j5cn
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nycticebus pygmaeus Bonhote, 1907"
 ]
}

 The dataset includes 72 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056409-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhqu22
title: Occurrence Download

description: A dataset containing 191259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is NPL.1.1.3_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 191259 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056398-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xswhgm
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Tapirus pinchaque (Roulin, 1829)",
 "Year 2000-2025"
 ]
}

 The dataset's 1 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056400-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9w7284
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is SAU.1.10_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 400 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056410-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8kzhu
title: Occurrence Download

description: A dataset containing 2062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is SDN.7_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 2062 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056411-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hxwqg
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nycticebus pygmaeus Bonhote, 1907"
 ]
}

 The dataset includes 72 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056412-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/qw99-4w38
title: PEMS

description: This study focuses on the application of the PeMS dataset, specifically the Pems03, Pems04, and Pems08 subsets, for traffic flow prediction and analysis. These datasets, sourced from the California Performance Measurement System (PeMS), provide real-time traffic sensor data from different regions, including the Bay Area (Pems03), Southern California (Pems04), and the Los Angeles area (Pems08). We leverage advanced machine learning and deep learning techniques, such as Long Short-Term Memory (LSTM) networks and Graph Neural Networks (GNNs), to model both spatial and temporal dependencies in traffic data. The primary aim of this research is to improve the accuracy of traffic flow forecasting by incorporating the distinctive features of each dataset, such as regional traffic patterns, sensor placement, and varying traffic conditions. Experimental results show significant improvements in prediction performance for short-term and long-term traffic flow forecasts, compared to traditional methods. Our findings have important implications for traffic management systems, providing a foundation for more effective congestion management and optimized routing strategies in urban traffic networks.
DOI: 10.15468/dl.ch6csj
title: Occurrence Download

description: A dataset containing 19064 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is BGD.4_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 19064 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056414-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyrna5
title: Occurrence Download

description: A dataset containing 1174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is JAM.3_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 1174 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056416-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpv36r
title: Occurrence Download

description: A dataset containing 33777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is RWA.5_1",
 "TaxonKey is Passeriformes",
 "Year 1994-2023"
 ]
}

 The dataset includes 33777 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056415-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3hg5t
title: Occurrence Download

description: A dataset containing 1857191 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Echinochloa crus-galli (L.) P.Beauv., Portulaca oleracea L., Solanum nigrum L., Polygonum aviculare L., Diplachne fusca (L.) P.Beauv. ex Roem. & Schult., Amaranthus blitoides S.Watson, Amaranthus retroflexus L., Chenopodium album L., Setaria glauca Kunth, 1816)"
 ]
}

 The dataset includes 1857191 records from 4418 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056405-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rng9gb
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-79.815 43.23,-79.812 43.23,-79.812 43.232,-79.815 43.232,-79.815 43.23))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006535-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7654y
title: Occurrence Download

description: A dataset containing 1002 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Espeletia boyacensis"
 ]
}

 The dataset includes 1002 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006534-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/1yewah
title: Enquêtes de l'Opie - Enquête Laineuse du Prunellier (OPIE)

description: La Laineuse du Prunellier (Eriogaster catax) est une espèce de la Directive Habitats, et doit faire l'objet à ce titre d'une évaluation tous les 6 ans. La dernière année de parution étant 2012, l'Opie a lancé une enquête à destination d'experts pour compléter le base de données relative à cette espèce.
DOI: 10.15468/dl.4t8nxn
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium ulleungense"
 ]
}

 The dataset includes 47 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006533-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17475461
title: Novel Prediction Equations for Appendicular Skeletal Muscle Mass in Hemodialysis Patients: Referenced against Bioelectrical Impedance Analysis

description: This dataset contains de-identified baseline anthropometric and bioimpedance information from 111 maintenance hemodialysis (MHD) patients treated at the First People‘s Hospital of Yunnan Province, China. The data were used to evaluate the performance of existing appendicular skeletal muscle mass (ASM) prediction equations against multi-frequency bioelectrical impedance analysis (BIA) and to develop and validate new, hemodialysis-specific prediction models.

The dataset includes demographic data (age, sex), core measurements (height [m], weight [kg]), reference muscle outcomes (ASM by BIA [kg]), limb lengths (arm, upper arm, forearm, leg, thigh, calf; cm), skinfolds (triceps, subscapular, thigh, calf, abdominal; mm), and circumferences (upper arm, forearm, thigh, calf, waist, hip; cm). Variables needed to compute corrected girths are provided—CAG, CTG, and CCG can be derived as measured circumference − π × (corresponding skinfold [mm]/10)—enabling reproduction of the height–weight, height–circumference, and limb length–circumference models as well as the newly developed equations.
DOI: 10.5281/zenodo.16742864
title: Differential Engagement of Thalamic Nuclei Orchestrates Consciousness States Across Anesthesia, Sleep, and Disorders of Consciousness

description: The time_series_data folder contains the data used for the Anesthesia, DoC, and sleep studies described in this article. The Anesthesia dataset comprises two sessions: session-001 represents the awake state, while session-002 represents the anesthetized state.Each subfolder contains two files: Thal_time_series.npy contains time series extracted from 11 thalamic regions of interest (ROIs) based on the "In vivo high-resolution structural MRI-based atlas of human thalamic nuclei" (doi:10.1038/s41597-021-01062-y, 2021), with ROI ordering corresponding to that specified in the Thalamus_11ROI_names.csv file. cortex_time_series.npy contains time series extracted from 114 cortical ROIs based on the "Spontaneous eyelid closures link vigilance fluctuation with fMRI dynamic connectivity states" (doi:10.1073/pnas.1523980113, 2016), with ROI ordering corresponding to that specified in the Cortex_114ROI_names.csv file.
DOI: 10.5281/zenodo.16742865
title: Differential Engagement of Thalamic Nuclei Orchestrates Consciousness States Across Anesthesia, Sleep, and Disorders of Consciousness

description: The time_series_data folder contains the data used for the Anesthesia, DoC, and sleep studies described in this article. The Anesthesia dataset comprises two sessions: session-001 represents the awake state, while session-002 represents the anesthetized state.Each subfolder contains two files: Thal_time_series.npy contains time series extracted from 11 thalamic regions of interest (ROIs) based on the "In vivo high-resolution structural MRI-based atlas of human thalamic nuclei" (doi:10.1038/s41597-021-01062-y, 2021), with ROI ordering corresponding to that specified in the Thalamus_11ROI_names.csv file. cortex_time_series.npy contains time series extracted from 114 cortical ROIs based on the "Spontaneous eyelid closures link vigilance fluctuation with fMRI dynamic connectivity states" (doi:10.1073/pnas.1523980113, 2016), with ROI ordering corresponding to that specified in the Cortex_114ROI_names.csv file.
DOI: 10.15468/zmcqdz
title: Citizen observations of reindeer

description: Since 2017, citizens have been invited to report reindeer sightings by contacting staff at the East Iceland Nature Research Centre directly or by recording observations on the organisation webpage.
DOI: 10.15468/dl.gvnpec
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-79.815 43.23,-79.812 43.23,-79.812 43.232,-79.815 43.232,-79.815 43.23))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006536-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uk6977
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "TaxonKey is Exocentrus lusitanus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006537-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17475599
title: Project M AI For Science Models Run 1
DOI: 10.5281/zenodo.17475600
title: Project M AI For Science Models Run 1
DOI: 10.5281/zenodo.17470274
title: The multi-year La Niña to El Niño was key to Earth's extreme heat uptake in 2022-2023

description: The scripts in this folder are designed to reproduce the main and extended figures in the manuscript "The multi-year La Niña to El Niño was key to Earth’s extreme heat uptake in 2022-2023" and calculate Earth's Energy Imbalance (EEI) values presented in the manuscript.See README in detail.
DOI: 10.15468/dl.yn9w6e
title: Occurrence Download

description: A dataset containing 298 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer okamotoanum"
 ]
}

 The dataset includes 298 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006538-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71655/uvcibv.a4zq3-m1z29
title: QNE

description: Rapport de la QNE
DOI: 10.15468/pf2upq
title: Mission forêt : la Soucoupe commune - Données de la quête INPN Espèces : Mission forêt, la Soucoupe commune

description: Noé vous propose de partir à la découverte du milieu forestier à travers ses « Missions forêt ». Découvrez et recensez la Soucoupe commune, un escargot caractérisé par sa grande coquille en forme de soucoupe volante (8 mm de hauteur sur 15 mm de diamètre). Vous pouvez trouver cette espèce jusqu’à 1700 m d’altitude dans les milieux humides de montagne et de colline ; elle évite les plaines basses, les steppes et les régions à sol meuble.

Cherchez-la sur les troncs, notamment les troncs des hêtres, ou au sol entre les cailloux et les feuilles, lors des journées humides.

Plus d’informations sur :

https://biodiversite-foret.fr/les-especes-2/gasteropodes/soucoupe-commune

©Michal Maňas/Flickr
DOI: 10.15468/dl.bsp6ej
title: Occurrence Download

description: A dataset containing 927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lithocarpus litseifolius"
 ]
}

 The dataset includes 927 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006540-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.