cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17241765
title: Dataset for "Can Artificial Intelligence and Communication Research Catalyse Sustainable Development? A Global Analysis of Research Topics Based on InCites and OSDG Classifications"

description: This dataset accompanies the book chapter Can Artificial Intelligence and Communication Research Catalyse Sustainable Development? A Global Analysis of Research Topics Based on InCites and OSDG Classifications by Pablo Sánchez-Núñez and Núria Bautista-Puig, accepted for publication in Communicating SDGs in the Age of Artificial Intelligence (Palgrave Macmillan, 2025).
DOI: 10.5281/zenodo.17241766
title: Dataset for "Can Artificial Intelligence and Communication Research Catalyse Sustainable Development? A Global Analysis of Research Topics Based on InCites and OSDG Classifications"

description: This dataset accompanies the book chapter Can Artificial Intelligence and Communication Research Catalyse Sustainable Development? A Global Analysis of Research Topics Based on InCites and OSDG Classifications by Pablo Sánchez-Núñez and Núria Bautista-Puig, accepted for publication in Communicating SDGs in the Age of Artificial Intelligence (Palgrave Macmillan, 2025).
DOI: 10.15468/dl.tyxuxg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thlaspi huetii",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053728-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kurng
title: Occurrence Download

description: A dataset containing 11452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cryptomeria japonica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11452 records from 374 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053727-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13279009
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17231896
title: QAL333's Antitumor Activity and Predictive Modeling: Integrated Transcriptomic-Bioinformatic Analysis Reveals Selective Cytotoxicity and Sensitivity Determinants
DOI: 10.5281/zenodo.17277927
title: DACHS/MOFs/AutoMOFs_5/Measurements/X-ray_Scattering/MOUSE/Data

description: DACHS:

The DACHS (Database for Automation, Characterization and Holistic Synthesis) project aims to create completely traceable experimental data, covering syntheses, measurements, analyses, and interpretations.  DACHS_MOFs focuses on the synthesis and characterisation of metal-organic frameworks, across multiple, automation-assisted experimental series (AutoMOFs), with the overall goal of producing reproducible MOF samples through tracking of the synthesis parameters. 

DACHS_MOFs is simultaneously used to test the DACHS principles. 

This upload contain processed SAXS data (background subtracted and corrected) from AutoMOFs_5.

AutoMOFs_5

What: 57 samples (H001 - H011, L001 - L007, M001 - M017, T000 - T021)

Why: Initial systems testing, consistency/repeatability 

Technique: SAXS (Small-Angle X-ray Scattering)

File Naming

Each file is named according the associated measured sample.

File structure:

Each .dat file contains three columns: q, I(q), I_error(q).

File storage:

To maintain compatability with scripts uploaded to the DACHS community, data from this upload should be stored locally in the following file path: 

DACHS/MOFs/AutoMOFs_5/Measurements/X-ray_Scattering/MOUSE/Data
DOI: 10.5281/zenodo.17277928
title: DACHS/MOFs/AutoMOFs_5/Measurements/X-ray_Scattering/MOUSE/Data

description: DACHS:

The DACHS (Database for Automation, Characterization and Holistic Synthesis) project aims to create completely traceable experimental data, covering syntheses, measurements, analyses, and interpretations.  DACHS_MOFs focuses on the synthesis and characterisation of metal-organic frameworks, across multiple, automation-assisted experimental series (AutoMOFs), with the overall goal of producing reproducible MOF samples through tracking of the synthesis parameters. 

DACHS_MOFs is simultaneously used to test the DACHS principles. 

This upload contain processed SAXS data (background subtracted and corrected) from AutoMOFs_5.

AutoMOFs_5

What: 57 samples (H001 - H011, L001 - L007, M001 - M017, T000 - T021)

Why: Initial systems testing, consistency/repeatability 

Technique: SAXS (Small-Angle X-ray Scattering)

File Naming

Each file is named according the associated measured sample.

File structure:

Each .dat file contains three columns: q, I(q), I_error(q).

File storage:

To maintain compatability with scripts uploaded to the DACHS community, data from this upload should be stored locally in the following file path: 

DACHS/MOFs/AutoMOFs_5/Measurements/X-ray_Scattering/MOUSE/Data
DOI: 10.15468/dl.r662w6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Persicaria perfoliata",
 "Country is Tuvalu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053730-250920141307145/datasets/export for details.
DOI: 10.15468/dl.a9m8mu
title: Occurrence Download

description: A dataset containing 2547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "Month is December",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year is 1991"
 ]
}

 The dataset includes 2547 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053731-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17277847
title: DACHS/MOFs/AutoMOFs_4/Measurements/X-ray_Scattering/MOUSE/Data

description: DACHS:

The DACHS (Database for Automation, Characterization and Holistic Synthesis) project aims to create completely traceable experimental data, covering syntheses, measurements, analyses, and interpretations.  DACHS_MOFs focuses on the synthesis and characterisation of metal-organic frameworks, across multiple, automation-assisted experimental series (AutoMOFs), with the overall goal of producing reproducible MOF samples through tracking of the synthesis parameters. 

DACHS_MOFs is simultaneously used to test the DACHS principles. 

This upload contain processed SAXS data (background subtracted and corrected) from AutoMOFs_4.

AutoMOFs_4

What: 54 samples (H001 - H010, L001 - L005, M001 - M015, P001 - P010, T000 - T013)

Why: Initial systems testing, consistency/repeatability 

Technique: SAXS (Small-Angle X-ray Scattering)

File Naming

Each file is named according the associated measured sample.

File structure:

Each .dat file contains three columns: q, I(q), I_error(q).

File storage:

To maintain compatability with scripts uploaded to the DACHS community, data from this upload should be stored locally in the following file path: 

DACHS/MOFs/AutoMOFs_4/Measurements/X-ray_Scattering/MOUSE/Data
DOI: 10.5281/zenodo.17277846
title: DACHS/MOFs/AutoMOFs_4/Measurements/X-ray_Scattering/MOUSE/Data

description: DACHS:

The DACHS (Database for Automation, Characterization and Holistic Synthesis) project aims to create completely traceable experimental data, covering syntheses, measurements, analyses, and interpretations.  DACHS_MOFs focuses on the synthesis and characterisation of metal-organic frameworks, across multiple, automation-assisted experimental series (AutoMOFs), with the overall goal of producing reproducible MOF samples through tracking of the synthesis parameters. 

DACHS_MOFs is simultaneously used to test the DACHS principles. 

This upload contain processed SAXS data (background subtracted and corrected) from AutoMOFs_4.

AutoMOFs_4

What: 54 samples (H001 - H010, L001 - L005, M001 - M015, P001 - P010, T000 - T013)

Why: Initial systems testing, consistency/repeatability 

Technique: SAXS (Small-Angle X-ray Scattering)

File Naming

Each file is named according the associated measured sample.

File structure:

Each .dat file contains three columns: q, I(q), I_error(q).

File storage:

To maintain compatability with scripts uploaded to the DACHS community, data from this upload should be stored locally in the following file path: 

DACHS/MOFs/AutoMOFs_4/Measurements/X-ray_Scattering/MOUSE/Data
DOI: 10.15468/dl.9fpuac
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Persicaria perfoliata",
 "Country is Georgia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 77 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053729-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/rp5w-ff0k-ae10
title: DC3: West Texas Lightning Mapping Array (WTLMA) Gridded Data. Version 1.0

description: This dataset contains West Texas Lightning Mapping Array (WTLMA) gridded data in NetCDF format. The observation frequency of the gridded flash data is 5 minutes, bundled in hourly files. These data were collected from 14 May - 30 June 2012 as part of the Deep Convective Clouds and Chemistry (DC3) Project.
DOI: 10.15468/dl.479c6z
title: Occurrence Download

description: A dataset containing 3129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Maclura tricuspidata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3129 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053732-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17277778
title: DACHS/MOFs/AutoMOFs_3/Measurements/X-ray_Scattering/MOUSE/Data

description: DACHS:

The DACHS (Database for Automation, Characterization and Holistic Synthesis) project aims to create completely traceable experimental data, covering syntheses, measurements, analyses, and interpretations.  DACHS_MOFs focuses on the synthesis and characterisation of metal-organic frameworks, across multiple, automation-assisted experimental series (AutoMOFs), with the overall goal of producing reproducible MOF samples through tracking of the synthesis parameters. 

DACHS_MOFs is simultaneously used to test the DACHS principles. 

This upload contain processed SAXS data (background subtracted and corrected) from AutoMOFs_3.

AutoMOFs_3

What: 13 samples (M001 - M013)

Why: Initial systems testing, consistency/repeatability 

Technique: SAXS (Small-Angle X-ray Scattering)

File Naming

Each file is named according the associated measured sample.

File structure:

Each .dat file contains three columns: q, I(q), I_error(q).

File storage:

To maintain compatability with scripts uploaded to the DACHS community, data from this upload should be stored locally in the following file path: 

DACHS/MOFs/AutoMOFs_3/Measurements/X-ray_Scattering/MOUSE/Data
DOI: 10.5281/zenodo.17277779
title: DACHS/MOFs/AutoMOFs_3/Measurements/X-ray_Scattering/MOUSE/Data

description: DACHS:

The DACHS (Database for Automation, Characterization and Holistic Synthesis) project aims to create completely traceable experimental data, covering syntheses, measurements, analyses, and interpretations.  DACHS_MOFs focuses on the synthesis and characterisation of metal-organic frameworks, across multiple, automation-assisted experimental series (AutoMOFs), with the overall goal of producing reproducible MOF samples through tracking of the synthesis parameters. 

DACHS_MOFs is simultaneously used to test the DACHS principles. 

This upload contain processed SAXS data (background subtracted and corrected) from AutoMOFs_3.

AutoMOFs_3

What: 13 samples (M001 - M013)

Why: Initial systems testing, consistency/repeatability 

Technique: SAXS (Small-Angle X-ray Scattering)

File Naming

Each file is named according the associated measured sample.

File structure:

Each .dat file contains three columns: q, I(q), I_error(q).

File storage:

To maintain compatability with scripts uploaded to the DACHS community, data from this upload should be stored locally in the following file path: 

DACHS/MOFs/AutoMOFs_3/Measurements/X-ray_Scattering/MOUSE/Data
DOI: 10.5281/zenodo.17277720
title: DACHS/MOFs/AutoMOFs_2/Measurements/X-ray_Scattering/MOUSE/Data

description: DACHS:

The DACHS (Database for Automation, Characterization and Holistic Synthesis) project aims to create completely traceable experimental data, covering syntheses, measurements, analyses, and interpretations.  DACHS_MOFs focuses on the synthesis and characterisation of metal-organic frameworks, across multiple, automation-assisted experimental series (AutoMOFs), with the overall goal of producing reproducible MOF samples through tracking of the synthesis parameters. 

DACHS_MOFs is simultaneously used to test the DACHS principles. 

This upload contain processed SAXS data (background subtracted and corrected) from AutoMOFs_2.

AutoMOFs_2

What: 10 samples (M001 - M004, T001 - T006)

Why: Initial systems testing, consistency/repeatability 

Technique: SAXS (Small-Angle X-ray Scattering)

File Naming

Each file is named according the associated measured sample.

File structure:

Each .dat file contains three columns: q, I(q), I_error(q).

File storage:

To maintain compatability with scripts uploaded to the DACHS community, data from this upload should be stored locally in the following file path: 

DACHS/MOFs/AutoMOFs_2/Measurements/X-ray_Scattering/MOUSE/Data
DOI: 10.5281/zenodo.17277721
title: DACHS/MOFs/AutoMOFs_2/Measurements/X-ray_Scattering/MOUSE/Data

description: DACHS:

The DACHS (Database for Automation, Characterization and Holistic Synthesis) project aims to create completely traceable experimental data, covering syntheses, measurements, analyses, and interpretations.  DACHS_MOFs focuses on the synthesis and characterisation of metal-organic frameworks, across multiple, automation-assisted experimental series (AutoMOFs), with the overall goal of producing reproducible MOF samples through tracking of the synthesis parameters. 

DACHS_MOFs is simultaneously used to test the DACHS principles. 

This upload contain processed SAXS data (background subtracted and corrected) from AutoMOFs_2.

AutoMOFs_2

What: 10 samples (M001 - M004, T001 - T006)

Why: Initial systems testing, consistency/repeatability 

Technique: SAXS (Small-Angle X-ray Scattering)

File Naming

Each file is named according the associated measured sample.

File structure:

Each .dat file contains three columns: q, I(q), I_error(q).

File storage:

To maintain compatability with scripts uploaded to the DACHS community, data from this upload should be stored locally in the following file path: 

DACHS/MOFs/AutoMOFs_2/Measurements/X-ray_Scattering/MOUSE/Data
DOI: 10.18150/uojrnn
title: Data for Zeeman slower based on permanent magnets

description: All required data to reproduce the figures for the simulation, fabrication of Zeeman slower based on permanent magnets and loading curve of atoms into a magneto-optical trap with using the Zeeman slower.
DOI: 10.5281/zenodo.17278499
title: DACHS/MOFs/AutoMOFs_2/Analysis/X-ray_Scattering/MOUSE/McSAS

description: DACHS:

The DACHS (Database for Automation, Characterization and Holistic Synthesis) project aims to create completely traceable experimental data, covering syntheses, measurements, analyses, and interpretations.  DACHS_MOFs focuses on the synthesis and characterisation of metal-organic frameworks, across multiple, automation-assisted experimental series (AutoMOFs), with the overall goal of producing reproducible MOF samples through tracking of the synthesis parameters. 

DACHS_MOFs is simultaneously used to test the DACHS principles. 

This upload contain analysis of SAXS data from AutoMOFs_2 using McSAS3 (bamresearch.github.io/McSAS3/)

AutoMOFs_2

What: 10 samples (M001 - M004, T001 - T006)

Why: Initial systems testing, consistency/repeatability 

Technique: SAXS (Small-Angle X-ray Scattering)

Analysis: McSAS3 (Monte Carlo-based size distribution extraction)

File Naming

Each file is named according the associated measured sample.

How to view the files:

To open files, any HDF5 compatable viewer should work (e.g. DAWN, HDF view, H5Web etc).  It is also possible to view files in Python using the h5py library. Jupyter notebooks will also be made available to explore the files.

File structure:

Information on the model used for the fitting process are stored in /analyses/MCResult1/model

The resulting side distribution histograms can be found within the files at /analyses/MCResult1/histograms

File storage:

To maintain compatability with scripts uploaded to the DACHS community, data from this upload should be stored locally in the following file path: 

DACHS/MOFs/AutoMOFs_2/Analysis/X-ray_Scattering/MOUSE/McSAS
DOI: 10.5281/zenodo.17278500
title: DACHS/MOFs/AutoMOFs_2/Analysis/X-ray_Scattering/MOUSE/McSAS

description: DACHS:

The DACHS (Database for Automation, Characterization and Holistic Synthesis) project aims to create completely traceable experimental data, covering syntheses, measurements, analyses, and interpretations.  DACHS_MOFs focuses on the synthesis and characterisation of metal-organic frameworks, across multiple, automation-assisted experimental series (AutoMOFs), with the overall goal of producing reproducible MOF samples through tracking of the synthesis parameters. 

DACHS_MOFs is simultaneously used to test the DACHS principles. 

This upload contain analysis of SAXS data from AutoMOFs_2 using McSAS3 (bamresearch.github.io/McSAS3/)

AutoMOFs_2

What: 10 samples (M001 - M004, T001 - T006)

Why: Initial systems testing, consistency/repeatability 

Technique: SAXS (Small-Angle X-ray Scattering)

Analysis: McSAS3 (Monte Carlo-based size distribution extraction)

File Naming

Each file is named according the associated measured sample.

How to view the files:

To open files, any HDF5 compatable viewer should work (e.g. DAWN, HDF view, H5Web etc).  It is also possible to view files in Python using the h5py library. Jupyter notebooks will also be made available to explore the files.

File structure:

Information on the model used for the fitting process are stored in /analyses/MCResult1/model

The resulting side distribution histograms can be found within the files at /analyses/MCResult1/histograms

File storage:

To maintain compatability with scripts uploaded to the DACHS community, data from this upload should be stored locally in the following file path: 

DACHS/MOFs/AutoMOFs_2/Analysis/X-ray_Scattering/MOUSE/McSAS
DOI: 10.15468/dl.jxfbft
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Saussurea obvallata"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053733-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17278331
title: DACHS/MOFs/AutoMOFs_1/Analysis/X-ray_Scattering/MOUSE/McSAS

description: DACHS:

The DACHS (Database for Automation, Characterization and Holistic Synthesis) project aims to create completely traceable experimental data, covering syntheses, measurements, analyses, and interpretations.  DACHS_MOFs focuses on the synthesis and characterisation of metal-organic frameworks, across multiple, automation-assisted experimental series (AutoMOFs), with the overall goal of producing reproducible MOF samples through tracking of the synthesis parameters. 

DACHS_MOFs is simultaneously used to test the DACHS principles. 

This upload contain analysis of SAXS data from AutoMOFs_1 using McSAS3 (bamresearch.github.io/McSAS3/)

AutoMOFs_1

What: 12 samples (M000 - M011)

Why: Initial systems testing, consistency/repeatability 

Technique: SAXS (Small-Angle X-ray Scattering)

Analysis: McSAS3 (Monte Carlo-based size distribution extraction)

File Naming

Each file is named according the associated measured sample.

How to view the files:

To open files, any HDF5 compatable viewer should work (e.g. DAWN, HDF view, H5Web etc).  It is also possible to view files in Python using the h5py library. Jupyter notebooks will also be made available to explore the files.

File structure:

Information on the model used for the fitting process are stored in /analyses/MCResult1/model

The resulting side distribution histograms can be found within the files at /analyses/MCResult1/histograms

 

 

File storage:

To maintain compatability with scripts uploaded to the DACHS community, data from this upload should be stored locally in the following file path: 

DACHS/MOFs/AutoMOFs_1/Analysis/X-ray_Scattering/MOUSE/McSAS
DOI: 10.5281/zenodo.17278332
title: DACHS/MOFs/AutoMOFs_1/Analysis/X-ray_Scattering/MOUSE/McSAS

description: DACHS:

The DACHS (Database for Automation, Characterization and Holistic Synthesis) project aims to create completely traceable experimental data, covering syntheses, measurements, analyses, and interpretations.  DACHS_MOFs focuses on the synthesis and characterisation of metal-organic frameworks, across multiple, automation-assisted experimental series (AutoMOFs), with the overall goal of producing reproducible MOF samples through tracking of the synthesis parameters. 

DACHS_MOFs is simultaneously used to test the DACHS principles. 

This upload contain analysis of SAXS data from AutoMOFs_1 using McSAS3 (bamresearch.github.io/McSAS3/)

AutoMOFs_1

What: 12 samples (M000 - M011)

Why: Initial systems testing, consistency/repeatability 

Technique: SAXS (Small-Angle X-ray Scattering)

Analysis: McSAS3 (Monte Carlo-based size distribution extraction)

File Naming

Each file is named according the associated measured sample.

How to view the files:

To open files, any HDF5 compatable viewer should work (e.g. DAWN, HDF view, H5Web etc).  It is also possible to view files in Python using the h5py library. Jupyter notebooks will also be made available to explore the files.

File structure:

Information on the model used for the fitting process are stored in /analyses/MCResult1/model

The resulting side distribution histograms can be found within the files at /analyses/MCResult1/histograms

 

 

File storage:

To maintain compatability with scripts uploaded to the DACHS community, data from this upload should be stored locally in the following file path: 

DACHS/MOFs/AutoMOFs_1/Analysis/X-ray_Scattering/MOUSE/McSAS
DOI: 10.15468/dl.7hdxp6
title: Occurrence Download

description: A dataset containing 3328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cunninghamia lanceolata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3328 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053736-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6msuem
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Persicaria thunbergii",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053738-250920141307145/datasets/export for details.