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

description: A dataset containing 32 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 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009593-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9p6gg
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indigofera enormis N.E.Br."
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031367-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hshkh4
title: Occurrence Download

description: A dataset containing 23907875 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 23907875 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193196-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnooib
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/0029521-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j48als
title: Occurrence Download

description: A dataset containing 32 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 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041947-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5ttv6
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hygrophila corymbosa (Blume) Lindau"
 ]
}

 The dataset includes 217 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031396-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pay2fm
title: Occurrence Download

description: A dataset containing 4187 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marpesia petreus (Cramer, 1776)"
 ]
}

 The dataset includes 4187 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191959-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwwcwg
title: Occurrence Download

description: A dataset containing 32 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 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050978-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnn6p2
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indomelothria chlorocarpa W.J.de Wilde & Duyfjes"
 ]
}

 The dataset includes 57 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031386-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqavcq
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marpesia petreus petreus"
 ]
}

 The dataset includes 144 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0191960-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nanxc6
title: Occurrence Download

description: A dataset containing 625198506 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 625198506 records from 14211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029626-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18758279
title: Data for A pocket-centric framework for selective targeting of amyloid fibril polymorphs

description: The present Zenodo record constitutes the dataset related to the article "A pocket-centric framework for selective targeting of amyloid fibril polymorphs". All files are available as .zip.The dataset comprises :



Pocketome_RawData : All detected pockets for the selected structures in the study

Pocketome_withSymmetry : Selected pockets to obtain symmetrical pocketomes

Pocketome : Selected pockets for final pocketomes obtention, without symmetry

Binding Pockets : .csv files with detailed results of pockets generated, 109 descriptors.

TM-Align Scores : .csv files with TM-Align results for all selected structures

PSI Matrices : .csv files with the whole set of PSI values calculated from "Binding Pockets" results

Minimum Spanning Trees : .html files with the different pocketomes presented and discussed in the study. These interactive files enable to check over various existing options, pocket parameters and PSI values through hovering pockets and selecting pockets.
DOI: 10.5281/zenodo.18758280
title: Data for A pocket-centric framework for selective targeting of amyloid fibril polymorphs

description: The present Zenodo record constitutes the dataset related to the article "A pocket-centric framework for selective targeting of amyloid fibril polymorphs". All files are available as .zip.The dataset comprises :



Pocketome_RawData : All detected pockets for the selected structures in the study

Pocketome_withSymmetry : Selected pockets to obtain symmetrical pocketomes

Pocketome : Selected pockets for final pocketomes obtention, without symmetry

Binding Pockets : .csv files with detailed results of pockets generated, 109 descriptors.

TM-Align Scores : .csv files with TM-Align results for all selected structures

PSI Matrices : .csv files with the whole set of PSI values calculated from "Binding Pockets" results

Minimum Spanning Trees : .html files with the different pocketomes presented and discussed in the study. These interactive files enable to check over various existing options, pocket parameters and PSI values through hovering pockets and selecting pockets.
DOI: 10.5281/zenodo.18246103
title: IntelliMan_WP5_Grasping, Manipulation and Arm-Hand Coordination_T5.1_Data fusion and sensing technology_ElseveirFutureGenerationComputerSystems2023_Data

description: The "Dataset" folder contains the cube and cylinder data divided per class for 40 and 80 samples extracted from the grasp peaks. For each kind of objects we collected five classes, i.e. five hardness levels, having 170 data each. The classes 0, 1, and 2 of the cylinders correspond to the classes 0,1, and 2 of the cubes, respectively.
DOI: 10.5281/zenodo.18246104
title: IntelliMan_WP5_Grasping, Manipulation and Arm-Hand Coordination_T5.1_Data fusion and sensing technology_ElseveirFutureGenerationComputerSystems2023_Data

description: The "Dataset" folder contains the cube and cylinder data divided per class for 40 and 80 samples extracted from the grasp peaks. For each kind of objects we collected five classes, i.e. five hardness levels, having 170 data each. The classes 0, 1, and 2 of the cylinders correspond to the classes 0,1, and 2 of the cubes, respectively.
DOI: 10.15468/dl.ugmwyp
title: Occurrence Download

description: A dataset listing the 652 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-16.75211 28.28489,-16.51874 28.33417,-16.65898 28.3607,-16.80572 28.3163,-16.75211 28.28489))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 652 records were derived from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007406-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5285/02e54a4e-c421-4222-a08b-3708a00495e3
title: Daily and sub-daily hydrometeorological and soil data (2013-2016) [COSMOS-UK]

description: This dataset contains daily and sub-daily hydrometeorological and soil observations from COSMOS-UK (cosmic-ray soil moisture monitoring network) from the start of the network, in October 2013, to the end of 2016. These data are from 42 sites active across UK during this time, recording a range of hydrometeorological and soil variables. Each site in the network hosts a cosmic-ray sensing probe; a novel sensor technology which can be used, in combination with hydrometeorological data, to calculate the volumetric water content of soil over a field scale. The hydrometeorological and soil data are recorded at a 30 minute resolution and they include neutron counts from the Cosmic-ray sensing probe, humidity and atmospheric pressure data that are used to derive volumetric water content at two temporal resolutions (hourly and daily). Also included are soil heat flux, air temperature, wind speed and net radiation data which are used to derive potential evapotranspiration at a daily resolution.
description: Hydrometeorological and soil variables are recorded on site and telemetered to a central data system at CEH Wallingford every hour. These data are then loaded to an Oracle database and subject to quality control tests. Soil volumetric water content data are derived from 30 minute hydrometeorological data and data from the cosmic-ray sensing probe by python scripts run every hour and at the end of the day a daily value is calculated. The data are calculated using the method outlined in Evans et al. (2016). Potential evapotranspiration data are derived by python scripts at the end of the day from the hydrometeorological data according to the Penman-Monteith method (FAO 56).
See supporting documentation for further information.
DOI: 10.15468/dl.fmn2zh
title: Occurrence Download

description: A dataset containing 6083 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocodylus johnsoni"
 ]
}

 The dataset includes 6083 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007445-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbgw35
title: Occurrence Download

description: A dataset containing 18509 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fishes of INEP and NFH collections",
 "GadmGid is RUS.45_1"
 ]
}

 The dataset includes 18509 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007446-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/f0b7b52b-421b-4f2e-a231-173b131ae356
title: Case settings for the CFD simulations in "Augmenting Vertical Energy Entrainment within Wind Farms via Lifting Devices"

description: Case settings, source code, selected data, and plotting code for "Augmenting Vertical Energy Entrainment within Wind Farms via Lifting Devices".<br>################################<br>Educational and research use of the material is permitted. Please cite the following reference when using or expanding the code, graphics, or data:<br>Y. Li, A. Sciacchitano, and W. Yu, 2026, Augmenting Vertical Energy Entrainment within Wind Farms via Lifting Devices, TORQUE 2026, Bruges (submitted).<br>################################<br>The simulation settings and selected data used in the publication are provided in this repository. The purpose is to ensure reproducibility of the results reported in the paper.
DOI: 10.4121/f0b7b52b-421b-4f2e-a231-173b131ae356.v1
title: Case settings for the CFD simulations in "Augmenting Vertical Energy Entrainment within Wind Farms via Lifting Devices"

description: Case settings, source code, selected data, and plotting code for "Augmenting Vertical Energy Entrainment within Wind Farms via Lifting Devices".<br>################################<br>Educational and research use of the material is permitted. Please cite the following reference when using or expanding the code, graphics, or data:<br>Y. Li, A. Sciacchitano, and W. Yu, 2026, Augmenting Vertical Energy Entrainment within Wind Farms via Lifting Devices, TORQUE 2026, Bruges (submitted).<br>################################<br>The simulation settings and selected data used in the publication are provided in this repository. The purpose is to ensure reproducibility of the results reported in the paper.
DOI: 10.5281/zenodo.18759871
title: GROWTH AND DEVELOPMENT OF PYRUS CALLERYANA UNDER THE CONDITIONS OF KARSHI CITY

description: This article examines the phenological development and shoot growth dynamics of Pyrus calleryana introduced under the environmental conditions of Karshi city. The research was conducted during 2023–2025. The vegetation stages of the plant and shoot growth were comparatively analyzed in relation to air temperature. The results showed that vegetation begins in late February – early March, while flowering periods vary depending on the spring temperature regime. The most intensive shoot growth was recorded at an average air temperature of 16–20 °C. Temperatures below 15 °C or above 23–30 °C led to a decrease in growth rate. The obtained results are important for assessing the adaptability of Pyrus calleryana to the environmental conditions of Karshi city and for substantiating the possibilities of its use in urban landscaping.
DOI: 10.5281/zenodo.18759872
title: GROWTH AND DEVELOPMENT OF PYRUS CALLERYANA UNDER THE CONDITIONS OF KARSHI CITY

description: This article examines the phenological development and shoot growth dynamics of Pyrus calleryana introduced under the environmental conditions of Karshi city. The research was conducted during 2023–2025. The vegetation stages of the plant and shoot growth were comparatively analyzed in relation to air temperature. The results showed that vegetation begins in late February – early March, while flowering periods vary depending on the spring temperature regime. The most intensive shoot growth was recorded at an average air temperature of 16–20 °C. Temperatures below 15 °C or above 23–30 °C led to a decrease in growth rate. The obtained results are important for assessing the adaptability of Pyrus calleryana to the environmental conditions of Karshi city and for substantiating the possibilities of its use in urban landscaping.
DOI: 10.5281/zenodo.18759889
title: Comparative Analysis of Passive and Active Drainage Systems in the Management of Complex Head and Neck Infections: A Narrative Review
DOI: 10.5281/zenodo.18759888
title: Comparative Analysis of Passive and Active Drainage Systems in the Management of Complex Head and Neck Infections: A Narrative Review
DOI: 10.15468/dl.suxjjd
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Aedes cinereus"
 ]
}

 The dataset includes 175 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007447-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.7fdb15fa
title: Photointerprétations aériennes au sud de Nîmes (plaine du Vistre)

description: Jeux de données vectorielles aux formats .shp et .gpkg issus de la photointerprétation par Gérard Chouquer de photographies aériennes anciennes et récentes de l'IGN (1942 à 2018) sur la plaine du Vistre au sud de Nîmes. Ces couches cartographient :
- des formes fossiles (polylignes) ;
- des unités morphologiques (polylignes et polygones).
La description de ces découvertes est faite par site dans un fichier PDF joint à ce dépôt.
Le système de coordonnées projetées utilisé est le RGF Lambert 93 (EPSG:2154).
description: Relation: Données visualisables dans le webSIG du terrain nîmois de l'ANR PARCEDES :
description: Relation: https://parcedes.hypotheses.org/3836
description: Ces jeux de données ont été réalisés dans le cadre du programme de recherche PARCEDES (21-CE27-0017-01) financé par l’Agence nationale de la recherche (ANR). Ce programme collectif conduit entre 2022 et 2025 a rassemblé des chercheurs étudiant l’organisation et l’évolution des parcellaires agraires – ou limites de champs – de la Protohistoire à nos jours. Les analyses portent sur quatre terrains situés en France (Vendée et territoire Nîmois), en Italie (Maremma en Toscane) et en Angleterre (South Hams dans le Devon) et impliquent plusieurs institutions et centres de recherche (entre autres, Université Rennes 2, Université de Sienne, Université de Newcastle, INRAP, Conseil départemental de la Vendée).
description: https://parcedes.hypotheses.org/the-project
description: Ce dossier zippé contient trois jeux de données vectorielles au format .shp issus de la photointerprétation par Gérard Chouquer de photographies aériennes anciennes et récentes de l'IGN (1942 à 2018) sur la plaine du Vistre au sud de Nîmes. Ces couches cartographient :
- des formes fossiles (polylignes) ;
- des unités morphologiques (polylignes et polygones).
La description de ces découvertes est faite par site dans un fichier PDF joint à ce dépôt.
Le système de coordonnées projetées utilisé est le RGF Lambert 93 (EPSG:2154).
description: Document PDF rassemblant les fiches qui consignent et décrivent les résultats des photointerprétations réalisées par Gérard Chouquer à partir de photographies aériennes anciennes et récentes de l'IGN (1942 à 2018) sur la plaine du Vistre au sud de Nîmes.
Ce document est complémentaire des fichiers géomatiques (shapes) joints à ce dépôt.
description: Base de données vectorielles au format .gpkg combinant trois couches d'entités issues de la photointerprétation par Gérard Chouquer de photographies aériennes anciennes et récentes de l'IGN (1942 à 2018) sur la plaine du Vistre au sud de Nîmes. Ces couches cartographient :
- des formes fossiles (polylignes) ;
- des unités morphologiques (polylignes et polygones).
La description de ces découvertes est faite par site dans un fichier PDF joint à ce dépôt.
Le système de coordonnées projetées utilisé est le RGF Lambert 93 (EPSG:2154).
DOI: 10.6073/pasta/0df24f471bd93d70aea30ffa0859a12e
title: Hubbard Brook Experimental Forest: Routine Seasonal Phenology Measurements, 1989 - present

description: Spring and Fall leaf phenology observations have been made at 9 locations at the Hubbard Brook Experimental Forest since 1989. Timing and progression of spring leaf out and fall senescence are recorded for 3 dominant tree species, sugar maple, yellow birch, and beech, in treated and untreated watersheds and high and low elevations. Weekly measurements are taken during the active period of the fall or spring season. These data were gathered at the Hubbard Brook Experimental Forest in North Woodstock, NH, which is operated and maintained by the USDA Forest Service, Northern Research Station.
DOI: 10.6084/m9.figshare.30111118
title: EthoPy: Reproducible Behavioral Neuroscience Made Accessible

description: As brain activity is tightly coupled to behavior, an accurate understanding of neural function necessitates consideration of behavioral tasks that capture the complexity and variety animals encounter. Yet, animal training for behavioral experiments is often labor-intensive, costly, and difficult to standardize. To overcome these challenges, we developed EthoPy, an open-source, Python-based behavioral control framework that integrates stimulus presentation, hardware management, and data logging. EthoPy supports diverse behavioral paradigms, stimulus modalities and experimental systems, from homecage to head-fixed configurations, while operating on affordable hardware, such as Raspberry Pi. Its modular architecture and database integration enable scalable, high-throughput automatic behavioral training with minimal experimenter involvement while ensuring reproducibility through comprehensive metadata tracking. By automating training workflows, EthoPy makes it feasible to implement sophisticated behavioral paradigms that are traditionally difficult to achieve. EthoPy thus provides an accessible, extensible framework for behavioral studies and their underlying  neural activity.
DOI: 10.6084/m9.figshare.30111118.v3
title: EthoPy: Reproducible Behavioral Neuroscience Made Accessible

description: As brain activity is tightly coupled to behavior, an accurate understanding of neural function necessitates consideration of behavioral tasks that capture the complexity and variety animals encounter. Yet, animal training for behavioral experiments is often labor-intensive, costly, and difficult to standardize. To overcome these challenges, we developed EthoPy, an open-source, Python-based behavioral control framework that integrates stimulus presentation, hardware management, and data logging. EthoPy supports diverse behavioral paradigms, stimulus modalities and experimental systems, from homecage to head-fixed configurations, while operating on affordable hardware, such as Raspberry Pi. Its modular architecture and database integration enable scalable, high-throughput automatic behavioral training with minimal experimenter involvement while ensuring reproducibility through comprehensive metadata tracking. By automating training workflows, EthoPy makes it feasible to implement sophisticated behavioral paradigms that are traditionally difficult to achieve. EthoPy thus provides an accessible, extensible framework for behavioral studies and their underlying  neural activity.