cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.t4x3we
title: Occurrence Download

description: A dataset containing 106188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "StateProvince is Santander",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 106188 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012293-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cec58c
title: Occurrence Download

description: A dataset containing 2137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Observation.org, Nature data from around the World, NABU|naturgucker, iNaturalist Research-grade Observations, ZFMK Orthoptera collection, Xeno-canto - Orthoptera sounds from around the world, Orthoptera - SMF, ZFMK Sound Laboratory)",
 "Geometry POLYGON((8.91929 51.4137,9.36649 51.4093,9.47829 51.53014,9.45374 51.65012,9.52061 51.96275,8.90206 51.92197,8.82731 51.69412,8.91929 51.4137))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orthoptera"
 ]
}

 The dataset includes 2137 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012346-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2mr11h
title: CCDC 2435206: Experimental Crystal Structure Determination

description: Related Article: Ze-Ming Xu, Weihao Wang, Bin Su, Yonghang Xin, Chenfei Li, Yingchao Liu, Heng Wang, Xiaopeng Li, Shaodong Zhang|2025|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c18401
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17735691
title: Data for: Synchronized multimodal dataset for central–autonomic coupling in meditation and rest

description: We present a fully synchronized multimodal dataset of electroencephalography (EEG), functional near-infrared spectroscopy (fNIRS), galvanic skin response (GSR), heart rate (HR), RR intervals, and photoplethysmography (PPG) collected from 8 healthy adults across five sessions each (40 recordings). Each session followed a three-phase design: 1 min resting baseline, 3 min guided breathing meditation, and 1 min recovery. All modalities were acquired simultaneously with unified timestamps, standardized placement, and harmonized sampling (EEG/fNIRS 250 Hz; PPG 250 Hz; GSR 10 Hz; HR/RR resampled to 10 Hz). The release provides raw and minimally processed signals, channel maps, synchronized event markers, signal-quality flags, and preprocessing logs. Data are distributed as a 250 Hz MATLAB .mat file per session (time axis, fNIRS HbR/HbO, EEG, PPG, markers), a ZIP export with CSV files time-stamped by Unix time (GSR, HR, HRV/RR, events), and a metadata.json describing configuration and checksums. The dataset supports studies of meditation-related physiology, central–autonomic coupling, and benchmarking of multimodal fusion or arousal-detection methods without prescribing specific models.
DOI: 10.5281/zenodo.17735692
title: Data for: Synchronized multimodal dataset for central–autonomic coupling in meditation and rest

description: We present a fully synchronized multimodal dataset of electroencephalography (EEG), functional near-infrared spectroscopy (fNIRS), galvanic skin response (GSR), heart rate (HR), RR intervals, and photoplethysmography (PPG) collected from 8 healthy adults across five sessions each (40 recordings). Each session followed a three-phase design: 1 min resting baseline, 3 min guided breathing meditation, and 1 min recovery. All modalities were acquired simultaneously with unified timestamps, standardized placement, and harmonized sampling (EEG/fNIRS 250 Hz; PPG 250 Hz; GSR 10 Hz; HR/RR resampled to 10 Hz). The release provides raw and minimally processed signals, channel maps, synchronized event markers, signal-quality flags, and preprocessing logs. Data are distributed as a 250 Hz MATLAB .mat file per session (time axis, fNIRS HbR/HbO, EEG, PPG, markers), a ZIP export with CSV files time-stamped by Unix time (GSR, HR, HRV/RR, events), and a metadata.json describing configuration and checksums. The dataset supports studies of meditation-related physiology, central–autonomic coupling, and benchmarking of multimodal fusion or arousal-detection methods without prescribing specific models.
DOI: 10.57967/hf/7110
title: When_Euler_Meets_Stack
DOI: 10.5281/zenodo.17740214
title: Dataset of bank collapses

description: This dataset summaries information of bank collapses events, which is derived from flume experiments and field observations.
DOI: 10.5281/zenodo.17740215
title: Dataset of bank collapses

description: This dataset summaries information of bank collapses events, which is derived from flume experiments and field observations.
DOI: 10.5281/zenodo.17728420
title: A Generalizable AI Framework for Predicting Clinically Actionable Molecular Alterations and Prognosis in Acute Myeloid Leukemia: Development and Randomized Trial Validation

description: This dataset contains de-identified data used to validate the LEAP (Leukemia End-to-End Analysis Platform) framework. The dataset is organized as follows:

• Mutation file — Includes the cross-validation splits and the pre-extracted LEAP embeddings from all LEAP Experts for all experiments related to mutation prediction (PML-RARA fusion, NPM1, FLT3, ASXL1, CEBPA, TP53, and complex karyotype).

• Survival file — Contains the clinical metadata used for the survival analyses.

• Clinical Trial file — Contains the de-identified responses from all pathologists who participated in our clinical trial (ClinicalTrials.gov, NCT07203885)
DOI: 10.5281/zenodo.17728421
title: A Generalizable AI Framework for Predicting Clinically Actionable Molecular Alterations and Prognosis in Acute Myeloid Leukemia: Development and Randomized Trial Validation

description: This dataset contains de-identified data used to validate the LEAP (Leukemia End-to-End Analysis Platform) framework. The dataset is organized as follows:

• Mutation file — Includes the cross-validation splits and the pre-extracted LEAP embeddings from all LEAP Experts for all experiments related to mutation prediction (PML-RARA fusion, NPM1, FLT3, ASXL1, CEBPA, TP53, and complex karyotype).

• Survival file — Contains the clinical metadata used for the survival analyses.

• Clinical Trial file — Contains the de-identified responses from all pathologists who participated in our clinical trial (ClinicalTrials.gov, NCT07203885)
DOI: 10.15468/dl.y4fwe3
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coniophanes bipunctatus"
 ]
}

 The dataset includes 300 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012347-251120083545085/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.30735023
title: <b>Impact of contrasting silvicultural strategies on broadleaved forest regeneration under various levels of ungulate pressure and changing climate</b>

description: Temperate forests cover about 20% of the global forest area and play key ecological and economic roles. In Western Europe, forests dominated by <i>Fagus sylvatica</i> and <i>Quercus</i> spp. are particularly vulnerable to global change, while increasing ungulate densities exert additional pressure on regeneration and long-term sustainability. Promoting diversification in species composition and stand structure is often considered a promising strategy to enhance forest adaptability, yet its economic implications remain uncertain.We used the tree-level, process-based HETEROFOR model to simulate forest dynamics over 120 years across six representative stands in Western Europe, under three climate scenarios (SSP1-2.6, SSP2-4.5, SSP3-7.0), four levels of browsing pressure, and three contrasting silvicultural strategies representing conventional even-aged management, and management with moderate diversification or strong diversification efforts. Forest performance was assessed using 32 indicators summarized into six dimensions: productivity, profitability, sustainability, carbon, species diversity, and structural diversity.Our results show that diversification strategies strongly enhanced species diversity while maintaining sustainability. They provided balanced ecological and economic outcomes under low to moderate browsing pressure, whereas conventional management was the least sensitive to browsing but delivered the lowest species diversity. Under high browsing intensity, however, diversification-oriented strategies lost much of their advantage, with marked declines in productivity, carbon, sustainability, and both species and structural diversity.These findings highlight key trade-offs between productivity, diversity, and economic viability and emphasize the importance of integrating wildlife regulation into adaptive silvicultural planning. Overall, this study provides an operational framework combining ecological and economic indicators to guide sustainable forest management under global change.
DOI: 10.6084/m9.figshare.30735023.v1
title: <b>Impact of contrasting silvicultural strategies on broadleaved forest regeneration under various levels of ungulate pressure and changing climate</b>

description: Temperate forests cover about 20% of the global forest area and play key ecological and economic roles. In Western Europe, forests dominated by <i>Fagus sylvatica</i> and <i>Quercus</i> spp. are particularly vulnerable to global change, while increasing ungulate densities exert additional pressure on regeneration and long-term sustainability. Promoting diversification in species composition and stand structure is often considered a promising strategy to enhance forest adaptability, yet its economic implications remain uncertain.We used the tree-level, process-based HETEROFOR model to simulate forest dynamics over 120 years across six representative stands in Western Europe, under three climate scenarios (SSP1-2.6, SSP2-4.5, SSP3-7.0), four levels of browsing pressure, and three contrasting silvicultural strategies representing conventional even-aged management, and management with moderate diversification or strong diversification efforts. Forest performance was assessed using 32 indicators summarized into six dimensions: productivity, profitability, sustainability, carbon, species diversity, and structural diversity.Our results show that diversification strategies strongly enhanced species diversity while maintaining sustainability. They provided balanced ecological and economic outcomes under low to moderate browsing pressure, whereas conventional management was the least sensitive to browsing but delivered the lowest species diversity. Under high browsing intensity, however, diversification-oriented strategies lost much of their advantage, with marked declines in productivity, carbon, sustainability, and both species and structural diversity.These findings highlight key trade-offs between productivity, diversity, and economic viability and emphasize the importance of integrating wildlife regulation into adaptive silvicultural planning. Overall, this study provides an operational framework combining ecological and economic indicators to guide sustainable forest management under global change.
DOI: 10.5281/zenodo.17740248
title: LINF_290028000

description: PigQ/GPI1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.17740249
title: LINF_290028000

description: PigQ/GPI1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.17739892
title: Towards automatic derivation of geometry-based descriptors as surrogates for complex computational approaches in enzyme-substrate prediction

description: Dataset produced for the Project PRELUDIUM19 2020/37/N/NZ2/00967 entitled: "Towards automatic derivation of geometry-based descriptors as surrogates for complex structural approaches in enzyme-substrate prediction"

The dataset counts with the two families of enzymes used: haloalkane dehalogenase (HLD), and aldehyde reductase (AldR).

For each enzyme, the docked structures, docked parameters and outputs are provided in their corresponding folders.

This work was supported by the National Science Centre, Poland (Grant Number 2020/37/N/NZ2/00967).

The computations were performed at the Poznan Supercomputing and Networking Center.
DOI: 10.5281/zenodo.17739893
title: Towards automatic derivation of geometry-based descriptors as surrogates for complex computational approaches in enzyme-substrate prediction

description: Dataset produced for the Project PRELUDIUM19 2020/37/N/NZ2/00967 entitled: "Towards automatic derivation of geometry-based descriptors as surrogates for complex structural approaches in enzyme-substrate prediction"

The dataset counts with the two families of enzymes used: haloalkane dehalogenase (HLD), and aldehyde reductase (AldR).

For each enzyme, the docked structures, docked parameters and outputs are provided in their corresponding folders.

This work was supported by the National Science Centre, Poland (Grant Number 2020/37/N/NZ2/00967).

The computations were performed at the Poznan Supercomputing and Networking Center.
DOI: 10.15468/dd.xy5nes
title: WSP_GBIF_Collector_test on

description: Generated from API search results. Project test on - test on
DOI: 10.5281/zenodo.17740276
title: EFFECTS OF FINE PARTICULATE MATTER (PM₂.₅, PM₁₀) ON THE DEVELOPMENT OF CARDIOVASCULAR DISEASES  (LITERATURE REVIEW)

description: This literature review focuses on the topic “Late effects of fine particulate matter (PM₂.₅, PM₁₀) on the development of cardiovascular disease”. The article analyzes epidemiological studies, biological mechanisms, and risk groups sensitive to air pollution and provides recommendations for public health. 

The conclusions and practical recommendations highlight the need to reduce the burden of cardiovascular disease by reducing pollution levels in industry, transport, and cities.
DOI: 10.5281/zenodo.17740277
title: EFFECTS OF FINE PARTICULATE MATTER (PM₂.₅, PM₁₀) ON THE DEVELOPMENT OF CARDIOVASCULAR DISEASES  (LITERATURE REVIEW)

description: This literature review focuses on the topic “Late effects of fine particulate matter (PM₂.₅, PM₁₀) on the development of cardiovascular disease”. The article analyzes epidemiological studies, biological mechanisms, and risk groups sensitive to air pollution and provides recommendations for public health. 

The conclusions and practical recommendations highlight the need to reduce the burden of cardiovascular disease by reducing pollution levels in industry, transport, and cities.
DOI: 10.15468/dl.65hgyx
title: Occurrence Download

description: A dataset containing 5748 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tristemma"
 ]
}

 The dataset includes 5748 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012345-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ztsdn
title: Occurrence Download

description: A dataset containing 24265 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Medinilla"
 ]
}

 The dataset includes 24265 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012349-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84uypj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "Geometry POLYGON ((-119.4825 34.84821, -119.4838 34.84996, -119.4851 34.84938, -119.4845 34.84808, -119.483 34.84797, -119.4825 34.84821))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012350-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17740382
title: LINF_290028100

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.17740381
title: LINF_290028100

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.25vamg
title: Occurrence Download

description: A dataset containing 2432 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coniophanes fissidens"
 ]
}

 The dataset includes 2432 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012351-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe5g8p
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Spatial and temporal characteristics of whale shark and manta aggregations in the Western Caribbean & Gulf of Mexico (aggregated per 1-degree cell)"
 ]
}

 The dataset includes 166 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012352-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4dy23
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Minaria monocoronata, Ditassa monocoronata)"
 ]
}

 The dataset includes 27 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012353-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.12751/g-node.k9t4b5
title: Raw multi-unit recordings from rat auditory cortex during oddball paradigm experiments

description: This dataset contains raw extracellular multi-unit recordings from the auditory cortex of anesthetized Sprague–Dawley rats during an auditory oddball paradigm.
Neural activity was recorded using tungsten electrodes (1–3 MΩ) with a Tucker-Davis Technologies (TDT) acquisition system.
Each session included alternating blocks of control and effect conditions, with 90% standard and 10% deviant tones.
Data include continuous raw voltage traces, timestamps, and event markers for each trial, prior to spike sorting or averaging.
These recordings provide the basis for studies of deviance detection and stimulus-specific adaptation in the auditory cortex.
description: IsSupplementTo: Pérez-González, D., Lao-Rodríguez, A. B., Aedo-Sánchez, C., & Malmierca, M. S. (2024). Acetylcholine modulates the precision of prediction error in the auditory cortex. eLife, 12, RP91475. (https://doi.org/10.7554/eLife.91475)
DOI: 10.57745/utjrkt
title: WTT_FEM_T40_1Hz.vtu

description: Visualization files in format .vtu (Paraview) for the FEM modeling of the WTT test conducted at T=40 °C and rolling speed 1 Hz.
DOI: 10.57745/ew2lwq
title: WTT_DEM_T25_1Hz.vtu

description: Visualization files in format .vtu (Paraview) for the DEM modeling of the WTT test conducted at T=25 °C and rolling speed 1 Hz.
DOI: 10.57745/h72klm
title: WTT_DEM_T50_1Hz.vtu

description: Visualization files in format .vtu (Paraview) for the DEM modeling of the WTT test conducted at T=50 °C and rolling speed 1 Hz.
DOI: 10.57745/696upr
title: WTT_DEM_T40_1Hz.vtu

description: Visualization files in format .vtu (Paraview) for the DEM modeling of the WTT test conducted at T=40 °C and rolling speed 1 Hz.
DOI: 10.57745/zasxlj
title: WTT_FEM_T25_1Hz.vtu

description: Visualization files in format .vtu (Paraview) for the FEM modeling of the WTT test conducted at T=25 °C and rolling speed 1 Hz.
DOI: 10.57745/70fpce
title: WTT_FEM_T50_1Hz.vtu

description: Visualization files in format .vtu (Paraview) for the FEM modeling of the WTT test conducted at T=50 °C and rolling speed 1 Hz.
DOI: 10.57745/jwxg5a
title: RULOB.zip

description: Visualization files in format .vtu (Paraview) for the results of DEM modeling for the Rulob test
DOI: 10.57745/tvne5b
title: T2R_BBSG_20_1Hz.vtu

description: Visualization of DEM modeling for T2R test with BBSG material performed at 20 °C and a frequency of 1 Hz
DOI: 10.57745/rnwu2m
title: WOTC_40_05Hz.vtu

description: FWTT for bilayer material without tack coat performed at 40 °C and 0.5 Hz
DOI: 10.57745/rzxlvk
title: WOTC_50_05Hz.vtu

description: FWTT for bilayer material without tack coat performed at 50 °C and 0.5 Hz
DOI: 10.57745/z8aq9x
title: T2R_BBM_20_1Hz.vtu

description: Visualization of DEM modeling for T2R test with BBM material performed at 20 °C and a frequency of 1 Hz
DOI: 10.57745/st8j6s
title: WOTC_20_05Hz.vtu

description: FWTT for bilayer material without tack coat performed at 20 °C and 0.5 Hz
DOI: 10.57745/gwroop
title: WTC_50_05Hz.vtu

description: FWTT for bilayer material with tack coat performed at 50 °C and 0.5 Hz
DOI: 10.15468/dl.mhxwha
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "Geometry POLYGON ((-119.4852 34.85134, -119.4855 34.85527, -119.4887 34.85525, -119.4884 34.85117, -119.4852 34.85134))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012354-251120083545085/datasets/export for details.
DOI: 10.57745/s9xeiu
title: WTC_20_05Hz.vtu

description: FWTT for bilayer material with tack coat performed at 20 °C and 0.5 Hz
DOI: 10.57745/atcm1p
title: WTC_20_01Hz.vtu

description: FWTT for bilayer material with tack coat performed at 20 °C and 0.1 Hz
DOI: 10.57745/b5szuq
title: WTC_20_1Hz.vtu

description: FWTT for bilayer material with tack coat performed at 20 °C and 1 Hz
DOI: 10.57745/x6xvx7
title: README.txt

description: Short description of dataset structure
DOI: 10.57745/ozotvs
title: Project ANR BINARY - Work Package 5: Numerical FEM/DEM modeling of bituminous layer tests

description: Numerical modeling results based on the Discrete Element and Finite Element Modeling obtained by means of the LMGC90 software (https://lmgc90.pages-git-xen.lmgc.univ-montp2.fr/lmgc90_dev/). This numerical test campagin was conducted to replicate the laboratory tests (RULOB, FWTT, and T2R) performed during the ANR BINARY Project. The results files are in format .vtu (visualization files in Paraview).