cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14605017
title: Excel Sheet of Data for Neuroprotective Effects of Zhengan Xifeng Decoction (ZXFD) and Western medicine (WM) Combination Treatment in a Murine Model of Parkinson's disease: A Behavioral and Pharmacokinetic Analysis

description: Neuroprotective Effects of Zhengan Xifeng Decoction (ZXFD) and Western medicine (WM) Combination Treatment in a Murine Model of Parkinson's disease: A Behavioral and Pharmacokinetic Analysis
DOI: 10.5281/zenodo.14605018
title: Excel Sheet of Data for Neuroprotective Effects of Zhengan Xifeng Decoction (ZXFD) and Western medicine (WM) Combination Treatment in a Murine Model of Parkinson's disease: A Behavioral and Pharmacokinetic Analysis

description: Neuroprotective Effects of Zhengan Xifeng Decoction (ZXFD) and Western medicine (WM) Combination Treatment in a Murine Model of Parkinson's disease: A Behavioral and Pharmacokinetic Analysis
DOI: 10.15468/dl.8rwvfj
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-47.39204 26.15101,0.03711 26.15101,0.03711 45.12267,-47.39204 45.12267,-47.39204 26.15101))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lampanyctus alatus Goode & Bean, 1896"
 ]
}

 The dataset includes 394 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058258-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5255/ukda-sn-857637
title: Anti-Fracking Protest Events in England, 2011-2019

description: This data contains information about the number of ‘conventional’ and ‘non-conventional’ protest events during the anti-fracking campaigns in England, by year and county. Years cover the campaign period from its beginning in 2011 until the nationwide moratorium announced by the UK Government in 2019, with protest events from October 2011 until March 2019 captured. The counties represent three different contexts in which community-based mobilisation against fracking was seen; namely, Lancashire alongside North and South Yorkshire. Numerous other variables are provided, including socio-economic, political (voting) and industry-specific data. UK-level data is also included and the variables represent a mix of data forms.

The data provides an important window into the English anti-fracking campaigns that were community-led, inclusive of surrounding contextual factors. It is of interest for studies of this timeframe, industry and mobilisation both as a stand-alone dataset and for complementary use alongside other datasets. The dataset lends itself to comparative analyses at the intersection between local socio-political and economic contexts, and community-based anti-fracking mobilisation.

For this new version the dataset has been updated with additional variables that record population statistics by year for age and gender, as well as political party vote share in local and national elections.
DOI: 10.15468/dl.fysuqj
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycodes tanakae Jordan & Thompson, 1914",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 147 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058259-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dcj2q
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Rapid documentation of Avian Species of Marina Beach, Chennai, Tamil Nadu, India."
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058260-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybgdyq
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paralithodes camtschaticus (Tilesius, 1815)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058261-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.697mtp
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Rapid documentation of Avian Species of Marina Beach, Chennai, Tamil Nadu, India."
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058262-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usz7ub
title: Occurrence Download

description: A dataset containing 1536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Nageia motleyi (Parl.) de Laub., Nageia wallichiana (Presl) Kuntze, Nageia fleuryi (Hickel) de Laub., Nageia maxima (de Laub.) de Laub., Nageia nagi (Thunb.) Kuntze)"
 ]
}

 The dataset includes 1536 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058264-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9k2wny
title: Occurrence Download

description: A dataset containing 4481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Osmundaceae"
 ]
}

 The dataset includes 4481 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058263-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8kzrv
title: Occurrence Download

description: A dataset containing 4258 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Banco de Vida/ CJ Museum/ Amphibian collection"
 ]
}

 The dataset includes 4258 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058265-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfm565
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ovicides paralithodis Kajihara & Kuris, 2013",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058266-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwsrcq
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cookeolus japonicus (Cuvier, 1829)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 139 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058267-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gwewm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Priacanthus japonicus Cuvier, 1829",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058268-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcgkqc
title: Occurrence Download

description: A dataset containing 9544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Australia",
 "TaxonKey is Nicotiana L."
 ]
}

 The dataset includes 9544 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058269-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14063810
title: Belvedere Glacier 1951 and 2023 datasets

description: Introduction 

This dataset includes 1951 and 2023 orthophotos of the Belvedere Glacier, derived from 3D photogrammetric reconstructions. The 1951 images, sourced from IGM, were scanned at 10 µm/px and provide acceptable, though limited, spatial resolution. The 2023 images, taken by the GLAM team using UAVs, offer higher detail at 3 cm resolution. Despite differences in resolution, the historical and recent data allow for identifying key geomorphological features and enable comparative analysis of glacier changes over time.

Belvedere Glacier

The Belvedere Glacier lies on the eastern side of Monte Rosa (4634 m) in the Western Italian Alps, near the Italy-Switzerland border. Covering 4.51 km², it is one of the Alps' largest debris-covered glaciers. Its tongue, extending from 2250 m to 1800 m a.s.l., is 3 km long and 0.5 km wide, dividing into two lobes. The glacier experienced a surge event in 2001-2002.

Data Usage

The dataset can analyze glacier surface area changes, geomorphological processes, and dynamics. Please contact us with questions about the data or its acquisition.

Contributions

The monitoring activity carried out on the Belvedere Glacier was designed and conducted jointly by the Department of Applied Geoinformatics and Cartography and the Department of Physical Geography and Geoecology of Charles University (Czech Republic), the Department of Geography of Heidelberg University (Germany), and Earth Science Department of University La Statale of Milan (Italy). The work was funded by the 4EU+ project (https://4euplus.eu) Remote Sensing of the Cryosphere Dynamics under the Influence of Climate Change, grant number 4EU+/23/F4/19 (2023-2024).

Research team: Glacier Landscape Analysis and Geohazards Monitoring with Earth Observation (GLAM) https://glam.natur.cuni.cz/publications

If you use the data, please, cite these in our publication: 

Brodský, L., Pancholi, S., Schmidt, S., Nüsser, M., Azzoni, R., Tronti, G. (2024): Belvedere Glacier elevation change between 1951 and 2023. AUC Geographica, 59, 2.
DOI: 10.5281/zenodo.14063811
title: Belvedere Glacier 1951 and 2023 datasets

description: Introduction 

This dataset includes 1951 and 2023 orthophotos of the Belvedere Glacier, derived from 3D photogrammetric reconstructions. The 1951 images, sourced from IGM, were scanned at 10 µm/px and provide acceptable, though limited, spatial resolution. The 2023 images, taken by the GLAM team using UAVs, offer higher detail at 3 cm resolution. Despite differences in resolution, the historical and recent data allow for identifying key geomorphological features and enable comparative analysis of glacier changes over time.

Belvedere Glacier

The Belvedere Glacier lies on the eastern side of Monte Rosa (4634 m) in the Western Italian Alps, near the Italy-Switzerland border. Covering 4.51 km², it is one of the Alps' largest debris-covered glaciers. Its tongue, extending from 2250 m to 1800 m a.s.l., is 3 km long and 0.5 km wide, dividing into two lobes. The glacier experienced a surge event in 2001-2002.

Data Usage

The dataset can analyze glacier surface area changes, geomorphological processes, and dynamics. Please contact us with questions about the data or its acquisition.

Contributions

The monitoring activity carried out on the Belvedere Glacier was designed and conducted jointly by the Department of Applied Geoinformatics and Cartography and the Department of Physical Geography and Geoecology of Charles University (Czech Republic), the Department of Geography of Heidelberg University (Germany), and Earth Science Department of University La Statale of Milan (Italy). The work was funded by the 4EU+ project (https://4euplus.eu) Remote Sensing of the Cryosphere Dynamics under the Influence of Climate Change, grant number 4EU+/23/F4/19 (2023-2024).

Research team: Glacier Landscape Analysis and Geohazards Monitoring with Earth Observation (GLAM) https://glam.natur.cuni.cz/publications

If you use the data, please, cite these in our publication: 

Brodský, L., Pancholi, S., Schmidt, S., Nüsser, M., Azzoni, R., Tronti, G. (2024): Belvedere Glacier elevation change between 1951 and 2023. AUC Geographica, 59, 2.
DOI: 10.15468/dl.sgu738
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heteropriacanthus cruentatus (Lacepède, 1801)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 115 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058271-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14604652
title: Data for the Paper "Scalable and Generalizable RL Agents for Attack Path Discovery via Continuous Invariant Spaces"

description: This repository contains the data used in the paper "Scalable and Generalizable RL Agents for Attack Path Discovery via Continuous Invariant Spaces".This data have been generated using the C-CyberBattleSim framework, an extension of the original Microsoft CyberBattleSim framework.The data includes the data scraped for generating scenarios, the scenarios generated, the training/testing/hyper-optimization results of the GAE, agent models, and the multi-label classifier used to label the vulnerabilities.

The data is organized in the following way:- environment_database/: Contains the vulnerabilities scraped from NVD and Shodan regarding services and vulnerabilities used in the simulations.- scenarios/: Contains the scenarios generated using the environment database.- classifiers_data/: Contains the labeled vulnerabilities used for training the multi-label classifier.- gae_hyperopt/: Contains the results of the hyperparameter optimization for the GAE model.- gae_training/: Contains the results of the training & testing of the GAE model.- classifiers_hyperopt/: Contains the results of the hyperparameter optimization for the multi-label classifier model.- classifiers_training_testing/: Contains the results of the training & testing of the multi-label classifier model.- agent_hyperopt/: Contains the results of the hyperparameter optimization for the agent models.- agents_training_testing/: Contains the results of the training & testing of the agent models.- config/: The configuration files used in the study, divided in sub-folders according to the specific sub-study where used.

The subfolders within each folder have been renamed to be self-explanatory. For any questions regarding reproducibility, please feel free to contact us. The C-CyberBattleSim tool includes a README file with detailed commands for effectively using this data.
DOI: 10.25318/1310093001-eng
title: Mental health indicators by population group

description: Number and percentage of persons for mental health indicators for some population groups by age group and gender.
DOI: 10.15468/dl.ehyswa
title: Occurrence Download

description: A dataset containing 75928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((40.10351 -8.69097,32.03465 -8.57733,25.72731 -13.06633,27.74032 -23.7443,36.15011 -27.43779,41.54829 -14.76628,40.10351 -8.69097))",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 75928 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058270-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvywng
title: Occurrence Download

description: A dataset containing 488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physiculus japonicus Hilgendorf, 1879",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 488 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058274-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9t4bnp
title: Occurrence Download

description: A dataset containing 31799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (January, February)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mergus merganser Linnaeus, 1758",
 "Year 2011-2011"
 ]
}

 The dataset includes 31799 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058273-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14278/rodare.3343
title: Investigations on Polydisperse gas phase - Dynamic

description: This repository contains sequences of CT images of the two-phase flow in a bubble column consisting of a DN100-PN4 PVC pipe filled with water. As measurement system the ultrafast electron beam X-ray computed tomography scanner was applied in dual plane scanning mode with a dual-imaging frequency of 2,000 Hz. Data containers starting with “SingleBubble” contain image sequences of scans where a single bubble was injected at the bottom of the column using a magnetically operated valve which was open for the time specified in the directory name. Data containers starting with “PolydisperseDynamic” contain image sequences of scans where a background flow with 01 to 20 sl/min was induced via a needle sparger in addition to the single bubble (as described before). During each “PolydisperseDynamic” scan, the scan position was adapted to track the large bubble. The HDF5 files hold the reconstructed image data (dataset “reco”), each images scanning plane (dataset “plane”), and each images vertical scan position (dataset “scanPosition”).
DOI: 10.14278/rodare.3344
title: Investigations on Polydisperse gas phase - Dynamic

description: This repository contains sequences of CT images of the two-phase flow in a bubble column consisting of a DN100-PN4 PVC pipe filled with water. As measurement system the ultrafast electron beam X-ray computed tomography scanner was applied in dual plane scanning mode with a dual-imaging frequency of 2,000 Hz. Data containers starting with “SingleBubble” contain image sequences of scans where a single bubble was injected at the bottom of the column using a magnetically operated valve which was open for the time specified in the directory name. Data containers starting with “PolydisperseDynamic” contain image sequences of scans where a background flow with 01 to 20 sl/min was induced via a needle sparger in addition to the single bubble (as described before). During each “PolydisperseDynamic” scan, the scan position was adapted to track the large bubble. The HDF5 files hold the reconstructed image data (dataset “reco”), each images scanning plane (dataset “plane”), and each images vertical scan position (dataset “scanPosition”).
DOI: 10.15468/dl.xkc7r4
title: Occurrence Download

description: A dataset containing 4632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Lygodiaceae"
 ]
}

 The dataset includes 4632 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058275-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q26rkp
title: Occurrence Download

description: A dataset containing 73111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is one of (March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mergus merganser Linnaeus, 1758",
 "Year 2010-2010"
 ]
}

 The dataset includes 73111 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058272-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14604748
title: Methyl-dependent auto-regulation of the DNA N6-adenine methyltransferase AMT1 in the unicellular eukaryote Tetrahymena thermophila

description: SMRT-seq and ChIP-seq result files in this study.
DOI: 10.5281/zenodo.14604749
title: Methyl-dependent auto-regulation of the DNA N6-adenine methyltransferase AMT1 in the unicellular eukaryote Tetrahymena thermophila

description: SMRT-seq and ChIP-seq result files in this study.
DOI: 10.15468/dl.yqzk6h
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physiculus maximowiczi (Herzenstein, 1896)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058276-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/1310093001-fra
title: Indicateurs de la santé mentale par groupe de population

description: Nombre et pourcentage de personnes en fonction d'indicateurs de la santé mentale pour quelques groupes de population, selon le groupe d'âge et le genre.
DOI: 10.15468/dl.c6fcxx
title: Occurrence Download

description: A dataset containing 477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Canada",
 "Geometry POLYGON((-75.10426 62.60159,-73.5403 58.57549,-65.62271 60.45916,-69.53263 62.01105,-75.10426 62.60159))",
 "HasGeospatialIssue is false",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 477 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058277-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emz2t8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lotella maximowiczi Herzenstein, 1896",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058279-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60656/12436f8e123647e6
title: Custom collection of classification data from Palaiseau between 1 Jan and 31 Dec 2020