cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15739379
title: ETHZ-SED EEW unit-test dataset

description: This is a preliminary version of a unit-test dataset for EEW algorithms developed at SED-ETHZ based on the data from the MLh 4.3 earthquake on October 25, 2020 in Elm (Switzerland). Further information about this earthquake dataset can be found in Massin, Clinton & Böse  (2021).
DOI: 10.5281/zenodo.15732945
title: Title: Johnny Can't Revoke Consent Either: Measuring Compliance of Consent Revocation on the Web

description: We provide the datasets crawled using our crawler mentioned in the repository: https://github.com/Gayatri-Priyadarsini/Measuring-Compliance-of-Consent-Revocation-on-the-Web/
DOI: 10.5281/zenodo.15739186
title: Title: Johnny Can't Revoke Consent Either: Measuring Compliance of Consent Revocation on the Web

description: We provide the datasets crawled using our crawler mentioned in the repository: https://github.com/Gayatri-Priyadarsini/Measuring-Compliance-of-Consent-Revocation-on-the-Web/
DOI: 10.15468/dl.ewhvh6
title: Occurrence Download

description: A dataset containing 2329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.26_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 2329 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068830-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15739323
title: Example Diffraction Datasets for Beamstop Alignment QC

description: This archive contains example X-ray diffraction datasets collected on the I04 beamline at Diamond Light Source. These datasets are intended to serve as test cases for the data analysis tools in the mx_beamline_setup project (https://github.com/aragaod/mx_beamline_setup), specifically for scripts that analyse beamstop alignment and overall data quality.

The data consists of several collections taken with the detector and beamstop positioned for different resolution ranges (e.g., a 'high-resolution' setup and a 'low-resolution' setup).

Collection Date@ 26th February 2025Facility: Beamline I04, Diamond Light Source, UK

Common Data Collection Parameters

Detector:         Eiger 16MFlux:             1.12e+12 ph/sOmega Start:      0.0°Omega Oscillation:0.20°Number of Images: 1Wavelength:       0.9537 Å (13,000 eV)Exposure Time:    0.2000 sDose:             0.10 MGyTransmission:     100.00%Beamsize:         32x20 μm

Data Format

The data is stored in the NeXus/HDF5 format. Each dataset is split into three files:

    A _master.h5 file containing the primary metadata and links to the other files.

    A _meta.h5 file containing detector-specific metadata like masks and flatfields.

    A _..._000001.h5 data file containing the raw pixel values for the diffraction image.

To analyse a dataset, you should always point the analysis software to the corresponding _master.h5 file.

File Inventory

The archive contains the following datasets:

Datasets (High-Resolution Setup):

    high_res_100_100_1_master.h5

    high_res_100_100_1_meta.h5

    high_res_100_100_1_000001.h5

    high_res_100_100_2_master.h5

    high_res_100_100_2_meta.h5

    high_res_100_100_2_000001.h5

    high_res_100_100_3_master.h5

    high_res_100_100_3_meta.h5

    high_res_100_100_3_000001.h5

    high_res_100_100_4_master.h5

    high_res_100_100_4_meta.h5

    high_res_100_100_4_000001.h5

Datasets (Low-Resolution Setup):

    low_res_100_100_1_master.h5

    low_res_100_100_1_meta.h5

    low_res_100_100_1_000001.h5

    low_res_100_100_2_master.h5

    low_res_100_100_2_meta.h5

    low_res_100_100_2_000001.h5

    low_res_100_100_3_master.h5

    low_res_100_100_3_meta.h5

    low_res_100_100_3_000001.h5
DOI: 10.5281/zenodo.15739324
title: Example Diffraction Datasets for Beamstop Alignment QC

description: This archive contains example X-ray diffraction datasets collected on the I04 beamline at Diamond Light Source. These datasets are intended to serve as test cases for the data analysis tools in the mx_beamline_setup project (https://github.com/aragaod/mx_beamline_setup), specifically for scripts that analyse beamstop alignment and overall data quality.

The data consists of several collections taken with the detector and beamstop positioned for different resolution ranges (e.g., a 'high-resolution' setup and a 'low-resolution' setup).

Collection Date@ 26th February 2025Facility: Beamline I04, Diamond Light Source, UK

Common Data Collection Parameters

Detector:         Eiger 16MFlux:             1.12e+12 ph/sOmega Start:      0.0°Omega Oscillation:0.20°Number of Images: 1Wavelength:       0.9537 Å (13,000 eV)Exposure Time:    0.2000 sDose:             0.10 MGyTransmission:     100.00%Beamsize:         32x20 μm

Data Format

The data is stored in the NeXus/HDF5 format. Each dataset is split into three files:

    A _master.h5 file containing the primary metadata and links to the other files.

    A _meta.h5 file containing detector-specific metadata like masks and flatfields.

    A _..._000001.h5 data file containing the raw pixel values for the diffraction image.

To analyse a dataset, you should always point the analysis software to the corresponding _master.h5 file.

File Inventory

The archive contains the following datasets:

Datasets (High-Resolution Setup):

    high_res_100_100_1_master.h5

    high_res_100_100_1_meta.h5

    high_res_100_100_1_000001.h5

    high_res_100_100_2_master.h5

    high_res_100_100_2_meta.h5

    high_res_100_100_2_000001.h5

    high_res_100_100_3_master.h5

    high_res_100_100_3_meta.h5

    high_res_100_100_3_000001.h5

    high_res_100_100_4_master.h5

    high_res_100_100_4_meta.h5

    high_res_100_100_4_000001.h5

Datasets (Low-Resolution Setup):

    low_res_100_100_1_master.h5

    low_res_100_100_1_meta.h5

    low_res_100_100_1_000001.h5

    low_res_100_100_2_master.h5

    low_res_100_100_2_meta.h5

    low_res_100_100_2_000001.h5

    low_res_100_100_3_master.h5

    low_res_100_100_3_meta.h5

    low_res_100_100_3_000001.h5
DOI: 10.25345/c5zw1952g
title: MassIVE MSV000098321 - GMPS GC test000000000000000000000000000000000000000000000000000000000000000000001
title: Intertidal biofilm analysis test for the first time with stan and michaela
DOI: 10.15468/dl.avh2ry
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes albopictus (Skuse, 1894)",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 226 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068831-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15739209
title: Dataset for "Influence of composite rheology and water on planetary dynamics"

description: This repository contains scripts and datasets to produce figures 1-7 presented in the manuscript titled "Influence of composite rheology and water on planetary dynamics".
DOI: 10.5281/zenodo.15739210
title: Dataset for "Influence of composite rheology and water on planetary dynamics"

description: This repository contains scripts and datasets to produce figures 1-7 presented in the manuscript titled "Influence of composite rheology and water on planetary dynamics".
DOI: 10.15468/dl.xusmbg
title: Occurrence Download

description: A dataset containing 5043 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acrocomia aculeata (Jacq.) Lodd. ex R.Keith"
 ]
}

 The dataset includes 5043 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068832-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xs7787
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes albopictus (Skuse, 1894)",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 226 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068833-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jwhm2
title: Occurrence Download

description: A dataset containing 5745 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alitta succinea (Leuckart, 1847)"
 ]
}

 The dataset includes 5745 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068834-250525065834625/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.cc28zkzt
title: CCDC 2114757: Experimental Crystal Structure Determination

description: Related Article: Xi Xu, Yanping Zhang, Jun Ying, Liang Jin, Aixiang Tian, Xiuli Wang|2022|CrystEngComm|24|1267|doi:10.1039/D1CE01596F
description: Related Article: Yingyu Li|2021|CSD Communication|||
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: 10.5517/ccdc.csd.cc28zz9k
title: CCDC 2115139: Experimental Crystal Structure Determination

description: Related Article: Yang Chen|2024|CSD Communication|||
description: Related Article: Yang Chen, Zhenduo Wu, Longlong Fan, Rajamani Krishna, Hongliang Huang, Yi Wang, Qizhao Xiong, Jinping Li, Libo Li|2024|Engineering|41|84|doi:10.1016/j.eng.2024.01.024
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: 10.5517/ccdc.csd.cc291b90
title: CCDC 2116441: Experimental Crystal Structure Determination

description: Related Article: Ji Xiongtao|2021|CSD Communication|||
description: Related Article: Xiongtao Ji, Jingkang Wang, Ting Wang, Xin Huang, Xin Li, Na Wang, Yunhai Huang, Rui Li, Bugui Zhao, Tao Zhang, Hongxun Hao|2022|CrystEngComm|24|2226|doi:10.1039/D1CE01486B
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: 10.5517/ccdc.csd.cc293hmk
title: CCDC 2118528: Experimental Crystal Structure Determination

description: Related Article: Yingyu Li|2021|CSD Communication|||
description: Related Article: Liang Jin, Jun Ying, Yanping Zhang, Chenxi Sun, Aixiang Tian, Xiuli Wang|2022|New J.Chem.|46|8422|doi:10.1039/D2NJ00674J
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: 10.5517/ccdc.csd.cc2939sj
title: CCDC 2118347: Experimental Crystal Structure Determination

description: Related Article: Liang Jin, Yanping Zhang, Chenxi Sun, Jun Ying, Aixiang Tian|2022|Inorg.Chim.Acta|541|121088|doi:10.1016/j.ica.2022.121088
description: Related Article: Yingyu Li|2021|CSD Communication|||
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: 10.5517/ccdc.csd.cc2939vl
title: CCDC 2118349: Experimental Crystal Structure Determination

description: Related Article: Liang Jin, Yanping Zhang, Chenxi Sun, Jun Ying, Aixiang Tian|2022|Inorg.Chim.Acta|541|121088|doi:10.1016/j.ica.2022.121088
description: Related Article: Yingyu Li|2021|CSD Communication|||
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: 10.5517/ccdc.csd.cc293h42
title: CCDC 2118513: Experimental Crystal Structure Determination

description: Related Article: Liang Jin, Yanping Zhang, Chenxi Sun, Jun Ying, Aixiang Tian|2022|Inorg.Chim.Acta|541|121088|doi:10.1016/j.ica.2022.121088
description: Related Article: Yingyu Li|2021|CSD Communication|||
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: 10.5517/ccdc.csd.cc290xv3
title: CCDC 2116055: Experimental Crystal Structure Determination

description: Related Article: Qinghai Lu, Aixiang Tian, Shuang Yu, Xi Xu, Shufang Ma, Mengle Yang|2023|Eur.J.Inorg.Chem.|26|e202200672|doi:10.1002/ejic.202200672
description: Related Article: Yingyu Li|2021|CSD Communication|||
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: 10.5517/ccdc.csd.cc290xx5
title: CCDC 2116057: Experimental Crystal Structure Determination

description: Related Article: Qinghai Lu, Aixiang Tian, Shuang Yu, Xi Xu, Shufang Ma, Mengle Yang|2023|Eur.J.Inorg.Chem.|26|e202200672|doi:10.1002/ejic.202200672
description: Related Article: Yingyu Li|2021|CSD Communication|||
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: 10.1184/r1/26304175
title: Dataset of X-ray Micro Computed Tomography Porosity Measurements from Powder Bed Fusion - Laser Beam Ti-6Al-4V

description:  
Description
Dataset of porosity data in Powder Bed Fusion - Laser Beam of Ti-6Al-4V obtained via X-ray Micro Computed Tomography. This work was conducted on an EOS M290. 
Contents
<strong>poredf.csv</strong>: A csv file with pore measurements for each sample scanned.
<br>
<strong>parameters.csv</strong>: A csv file containing the process parameters and extreme value statistics (EVS) parameters for each sample scanned.
 
<strong>WARNING: parameters.csv is too large to open in excel. Saving it in excel will cause data loss</strong>
DOI: 10.1184/r1/26304175.v1
title: Dataset of X-ray Micro Computed Tomography Porosity Measurements from Powder Bed Fusion - Laser Beam Ti-6Al-4V

description:  
Description
Dataset of porosity data in Powder Bed Fusion - Laser Beam of Ti-6Al-4V obtained via X-ray Micro Computed Tomography. This work was conducted on an EOS M290. 
Contents
<strong>poredf.csv</strong>: A csv file with pore measurements for each sample scanned.
<br>
<strong>parameters.csv</strong>: A csv file containing the process parameters and extreme value statistics (EVS) parameters for each sample scanned.
 
<strong>WARNING: parameters.csv is too large to open in excel. Saving it in excel will cause data loss</strong>
DOI: 10.15468/dl.pwe3sq
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes albopictus (Skuse, 1894)",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 226 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068835-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15310380
title: Surrogate model for power output prediction of a single thermo-active pile

description: A database was generated using finite element simulations of a single thermo-active pile under varying geometric, thermal, and operational conditions. These results were used to train a neural network surrogate model capable of predicting the power output per unit length over time for the first year of operation, including transient and steady-state behaviour.
DOI: 10.15468/dl.xje2b9
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes albopictus (Skuse, 1894)",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 226 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068836-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14726368
title: Transform crustal sliver numerical model

description: Dataset includes:

VTR output files of the reference numerical model

Animations of the effective viscosity, topography and rock composition evolution of the numerical model

Numerical source code files
DOI: 10.5065/n05n-7591
title: ICARUS Chamber Experiment: Nguyen Group_20210123_2-methylbut-3-ene-1,2-diol/Methyl nitrite_Hydroxyl radical_N/A

description: Goals: Product study on 2-methylbut-3-ene-1, 2-diol (1,2-DHI) + OH, unseeded, dry, trying to get the best conditions possible for any isomerization/autooxidation to occur (including high temperature, low OH / light)Summary: The chamber was heated to ~35 C and all but two lights were removed from the chamber (~3% of maximum light flux). 1,2-DHI and CH3ONO were injected and allowed to mix and equilibrate, after which the lights were turned on and left on overnight (greater than 24 hours). The CIMS was acting up and running out of reagent gas, so signals were pretty wonky before 12:00 on the first day and after 06:00 on the second.Organization: Nguyen Group Lab Affiliation: UC Davis Chamber: Tran's big bag of airExperiment Category: Gas phase chemical reaction Oxidant: Hydroxyl radical Reactants: 2-methylbut-3-ene-1, 2-diol, Methyl nitrite Reaction Type: Photooxidation Relative Humidity: 5 Temperature: 35 Seed Name: N/A Pressure: 755
DOI: 10.5281/zenodo.15691419
title: Fake Dataset
DOI: 10.5281/zenodo.15739452
title: Fake Dataset
DOI: 10.5281/zenodo.15681366
title: DeepRec Dataset: Global Terrestrial Water Storage Reconstruction Since 1941

description: Dataset Description

Terrestrial water storage (TWS), the sum of all water components on the land surface and below, plays an important role in describing Earth's climate and water availability for ecosystems and human development. This dataset extends GRACE-like terrestrial water storage anomalies (TWSA) back to 1941, addressing the limitation that GRACE-based TWSA measurements have only been available since 2002.

This dataset contains model outputs of our TWSA reconstruction approach "DeepRec", described in the following preprint (currently under review):

Luis Q. Gentner, Junyang Gou, Mohammad J. Tourian, Lara Börger, Nico Sneeuw, Benedikt Soja. DeepRec: Global Terrestrial Water Storage Reconstruction Since 1941 Using Spatiotemporal-Aware Deep Learning Model. ESS Open Archive. 2025.

The dataset includes netCDF files of reconstructed terrestrial water storage anomalies (TWSA) covering global land areas except Greenland and Antarctica. Two reconstructions based on different input selections are provided:



ERA5-ONI-HI: Uses 14 ERA5 variables, Oceanic Niño Index (ONI), land use, and lake fraction data. This is the main data set reported in our paper.

WGHM-ERA5-ONI-HI: Uses the same inputs as the previous data set plus TWSA from the WaterGAP global hydrology model (WGHM).


For each reconstruction, we provide the individual ensemble members ("DeepRec_members") and their combination ("DeepRec_mixture"). The combined dataset includes ensemble mean TWSA ("lwe_thickness"), total predictive uncertainty ("sigma"), and separate estimates of data-related aleatoric uncertainty ("sigma_ale") and model-related epistemic uncertainty ("sigma_epi") components. The individual ensemble members include the raw model outputs: The location parameter ("laplace_loc") and scale parameter ("laplace_scale") of the Laplace distribution, obtained by minimizing the negative log likelihood loss. The location parameter represents the predicted mean TWSA and the scale parameter represents the predicted mean absolute deviation from the median.

Technical Specifications



Format: netCDF4 files

Units: cm of equivalent water height (EWH)

Spatial Resolution: 0.5° × 0.5° grid

Temporal Resolution: Monthly (each time step is set to the middle of the calendar month)

Time Period: 1941-01 to 2023-12


Citation

When using this dataset, please cite our corresponding preprint and this dataset.

Contact

We appreciate any feedback! Please contact:



Luis Q. GentnerUniversity of Zurich, Switzerlandluis.gentner@geo.uzh.ch

Junyang GouETH Zurich, Switzerlandjungou@ethz.ch