cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15125/bath-00799
title: Dataset for "Photocatalytic ZnO foams for micropollutant degradation"

description: Photocatalytic foams can concomitantly overcome the disadvantages of slurries and immobilised photocatalysts for water treatment. So far, foam synthesis has been restricted to nanoparticles grafting onto foam substrates. This approach can still release nanoparticles into the environment. The paper associated with this dataset, "Photocatalytic ZnO foams for micropollutant degradation" describes for the first time the synthesis of self-supporting, highly porous photocatalytic zinc oxide (ZnO) foams produced using a combination of liquid templating and sintering. Systematic changes in sintering times and temperature affected the foams’ morphology and structure, in turn controlling their photocatalytic activity (PCA) and stability. 
This dataset contains the photocatalytic degradation and Carbamazepine calibration data underpinning these results, alongside measurements of Zn concentration in the solution after photocatalysis (ICP/MS), X-ray diffraction data, and Transmission and Scanning Electron Microscopy (TEM/SEM) images.
description: All experimental details including sampling, procedures and methodologies are fully described in the associated manuscript.
description: All technical details are fully described in the associated manuscript. Origin Software (version 2017 Academic 64 bit) was used to create the Figures presented in the manuscript.
description: The spreadsheet contains the following tabs:
•	Data for photocatalytic degradation using ZnO foams in Figures 4, 5, 6 and 7 in the paper, respectively;
•	SEM and FE-SEM original micrographs in the manuscript (Figures 2 and 7) and ESI (Figure S.1 and Figure S.2); 
•	X-ray diffraction data for Figure S.3 in the ESI;
•	BET data for Figure S.4 in the ESI;
•	HPLC calibration data for Carbamazepine;
•	Zn concentration calculations (ICP/MS);
•	Quantum efficiency.
description: Further relevant documentation may be found in the following resources.

   Tasso Guaraldo, T., Wenk, J., and Mattia, D.,  2021.   Photocatalytic ZnO Foams for Micropollutant Degradation.    Advanced Sustainable Systems, 5(5), 2000208.  Available from: https://doi.org/10.1002/adsu.202000208.
DOI: 10.13145/bacdive2266.20240510.9
title: Carnobacterium alterfunditum Franzmann et al. 1993

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00804
title: Dataset for Life Cycle Assessment in the Building Design Process

description: The dataset includes the bibliographic information for all literature retrieved from the associated systematic literature search. The following information are included - which searches were used to acquire the literature, the ability to download the literature and the classification of the literature following the abstract review. The dataset summarizes the literature searches that were completed on December 16, 2019.
description: The dataset includes the bibliographic information for all literature returned from a systematic literature review. The systematic literature review was conducted using three-tiered searches in Compendex, Scopus and Web of Science on December 16, 2019. The search used 'LCA' and 'Building' for the first two search fields in all for searches. 'Design Process', 'Early Stage Design', 'Iterative' and 'Streamlin*' were used for the third search field. The dataset includes the bibliographic information for all returned literature. The abstracts of the downloaded literature were reviewed to categorize them based on scope.
description: Original file format is an excel spreadsheet
description: Description for the structure of the dataset is included in the Readme file
DOI: 10.15125/bath-00808
title: Dataset for "Raman solitons in waveguides with simultaneous quadratic and Kerr nonlinearities"

description: The dataset includes data for predictions and simulations of two-component Raman soliton propagation in Lithium Niobate nano-waveguides. Examples of frequency shift and resulting acceleration of solitons under both anomalous and normal dispersion are given each for both quadratic and cascaded Kerr soliton regimes. We provide similar data for cases of soliton collapse in both anomalous and normal dispersion. Predictions were made by treating the Raman response as a perturbation to the soliton. Simulations were done using the Split-Step Fourier method.

We also include modelled Raman response spectrum data for Lithium Niobate and silica. 

Shifts in peak frequency of each soliton component are given as a function inverse soliton velocity and soliton propagation constant, calculated by Newton-Raphson method. 

Data for soliton frequency shift as a function of soliton peak power is given for both Kerr and two-component solitons. These data were calculated using the semi-analytical perturbation method.
description: The data collection methods are described in detail in the associated publication.
description: The data is organised into folders for each figure and subfigure panels where applicable. The data is given in ".csv" format with each data column labelled with units where appropriate.
description: Further relevant documentation may be found in the following resources.

   Rowe, W. R., Skryabin, D. V., and Gorbach, A. V.,  2020.   Raman solitons in waveguides with simultaneous quadratic and Kerr nonlinearities.    arXiv.  Available from: https://doi.org/10.48550/ARXIV.2006.00026.
DOI: 10.13145/bacdive2268.20240510.9
title: Carnobacterium inhibens subsp. inhibens (Jöborn et al. 1999) Nicholson et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00812
title: Dataset for "Battle for Britain: Analyzing Events as Drivers of Political Tribalism in Twitter Discussions of Brexit”

description: In this study, we investigate how Brexit tribalism has unfolded over time on Twitter. The dataset contains a corpus of tweets posted to Twitter during a period of 32 months following the 2016 UK European Union membership referendum. The tweets were selected as a result of searching for keywords: firstly for "Brexiteer" and "Remainer" and secondly for "Brextremist" and "Remoaner". The CSV file in this dataset contains both sets of results. There are two columns in the file: timestamp and tweet text, which will be sufficient to replicate our process. Tweet IDs were removed to preserve user anonymity. First, we characterize the nature of the discussion by comparing language use patterns between tweets containing Brexiteer/Remainer and Brextremist/Remoaner keywords. We find that Brextremist/Remoaner are more commonly used in a derogatory way. We also find that all four group identity keywords are used more frequently over time, suggesting an increase in tribal interactions. Finally, we find evidence of a relationship between real‐life Brexit events and spikes in tribal responses online.”
description: Data was originally extracted from Twitter's Historical Power Track API, via Crimson Hexagon's Forsight platform (Crimson Hexagon, 2019). 

We queried first for keywords “Brexiteer” and “Remainer,” then for “Brextremist” and “Remoaner,” producing two separate datasets in raw javascript object notation (JSON) format, including all tweet object fields. 

The tweet object encompasses fundamental variables obtained for each tweet such as unique id, date, and text, along with information about retweets, favorites, and hashtags. 

The raw JSON files were very large (over 80 GB), so we used a Python script to extract only the four key variables required for analysis: unique tweet id, date and time of tweet, text of tweet, and keyword associated with tweet. 

The original number of users in the data set was n = 844,881. The resulting tweets were stored in a csv file and included a total of n = 9,027,822 tweets posted between June 1, 2016 and February 13, 2019.

For the purposes of this data upload, we retained only date and time of tweet and text of tweet, which is necessary to keep users anonymous.
DOI: 10.13145/bacdive2269.20240510.9
title: Carnobacterium viridans Holley et al. 2002

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive2270.20240510.9
title: Carnobacterium pleistocenium Pikuta et al. 2005

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00815
title: Computational Supporting Dataset: Atomic Insights into Aluminium-Ion Insertion in Defective Hydroxyfluorinated Anatase for Batteries

description: This dataset contains DFT calculation inputs and outputs and analysis codes for calculations of Al intercalation into (OH,F)-substituted anatase TiO2. More details on these calculations and analysis are given in the paper by Legein et al., "Atomic Insights into Aluminium-Ion Insertion in Defective Anatase for Batteries".
description: The VASP output data were parsed and collated using the `vasp_summary` script contained in the `vasppy` Python package.
 
This dataset was then used for subsequent analysis using a combination of Python scripts and Jupyter notebooks.
 
The data parsing and analysis steps are described as a Snakemake workflow.
description: All DFT calculations were performed using VASP 5.4.4 (vasp.5.4.4.18Apr17-6-g9f103f2a35).

To rerun the DFT calculations in this dataset the appropriate pseudopotentials are needed. These are not included in this dataset due to the VASP license conditions. Each calculation directory contains a corresponding `POTCAR.spec` file that specifies the pseudopotentials used. These calculations use pseudopotentials from the VASP 5.4 set.

The data analysis workflow has the following Python package requirements:

- vasppy>=0.6.1.0;
- snakemake;
- numpy;
- version_information;
- matplotlib;
- pymatgen;
- tqdm;
- jupyter.

From the top level directory, the analysis workflow can be run from a *nix command prompt with the following commands:

```
pip install -r requirements.txt
snakemake --cores all clean
snakemake --cores all
```
 
Full details are given in the top-level `README.md` file.
DOI: 10.15468/dl.rjma8y
title: Occurrence Download

description: A dataset listing the 161872 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Basidiomycota"
 ]
}

 The dataset's 161872 records were derived from 2578 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022784-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y353uz
title: Occurrence Download

description: A dataset containing 3246 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassula colligata Toelken"
 ]
}

 The dataset includes 3246 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150663-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5exgx
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycalopex griseus (Gray, 1837)",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-104.24 -52.98,-104.24 -26.62,-49.14 -26.62,-49.14 -52.98,-104.24 -52.98))"
 ]
}

 The dataset includes 124 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005624-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hebuoj
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aloe flexilifolia Christian",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035939-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jq65p
title: Occurrence Download

description: A dataset containing 2002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "EventDate is less than or equal to 2023-10-31",
 "EventDate is greater than or equal to 2023-10-24",
 "DecimalLatitude is greater than or equal to 35",
 "DecimalLatitude is less than or equal to 72",
 "DecimalLongitude is greater than or equal to -86",
 "DecimalLongitude is less than or equal to -47"
 ]
}

 The dataset includes 2002 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033313-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcsfbq
title: Occurrence Download

description: A dataset containing 75228 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bactris Jacq. ex Scop."
 ]
}

 The dataset includes 75228 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005624-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqwse6
title: Occurrence Download

description: A dataset containing 970 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Meriones meridianus (Pallas, 1773)"
 ]
}

 The dataset includes 970 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036777-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8un3n
title: Occurrence Download

description: A dataset listing the 62 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-37.52488 -11.33449,-36.68495 -11.33449,-36.68495 -10.48559,-37.52488 -10.48559,-37.52488 -11.33449))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1980-2000"
 ]
}

 The dataset's 62 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197109-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxgmtz
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brontispa longissima (Gestro, 1885)"
 ]
}

 The dataset includes 307 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027430-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brevvh
title: Occurrence Download

description: A dataset containing 863 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chaetodon octofasciatus Bloch, 1787"
 ]
}

 The dataset includes 863 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035332-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xts4mx
title: Occurrence Download

description: A dataset containing 496 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON ((-76.673583984375 7.621164541350795, -76.673583984375 7.7967179377854094, -76.47857666015625 7.7967179377854094, -76.47857666015625 7.621164541350795, -76.673583984375 7.621164541350795))",
 "Geometry POLYGON ((-76.7559814453125 7.38425782830926, -76.7559814453125 8.309341443917631, -76.3494873046875 8.309341443917631, -76.3494873046875 7.38425782830926, -76.7559814453125 7.38425782830926))"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Mammalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 496 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005624-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9xxv9
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sanchezia lampra Leonard & L.B.Sm."
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197138-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uly8ha
title: Occurrence Download

description: A dataset containing 828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camellia sinensis (L.) Kuntze",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year 1950-2015"
 ]
}

 The dataset includes 828 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005625-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd6y6s
title: Occurrence Download

description: A dataset containing 128063 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Michigan Museum of Zoology, Division of Mammals"
 ]
}

 The dataset includes 128063 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041119-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dy2jsb
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "GadmGid is JPN.3_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ophioglossales",
 "Year 1991-2020"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063112-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dsnhf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassula bevilanensis Desc."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150656-230224095556074/datasets/export for details.
DOI: 10.15468/dl.wq6wvw
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Montiopsis parviflora (Phil.) D.I.Ford",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005625-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jft4c3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia ovatispicata Gouda"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197139-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bq8qkn
title: Occurrence Download

description: A dataset containing 1751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 1751 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061084-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5ibyz
title: Occurrence Download

description: A dataset containing 27330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctalus noctula (Schreber, 1774)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "EventDate is greater than or equal to 1950-01-01"
 ]
}

 The dataset includes 27330 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005625-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ek2b6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassula badspoortensis van Jaarsv."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150651-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fe5qmf
title: Occurrence Download

description: A dataset containing 7073 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "GadmGid is JPN.20_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polypodiales",
 "Year 1990-2020"
 ]
}

 The dataset includes 7073 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053068-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iixxxu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycalopex griseus (Gray, 1837)",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-72.15 -55.60,-72.15 -53.04,-65.26 -53.04,-65.26 -55.60,-72.15 -55.60))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005625-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7xwvu
title: Occurrence Download

description: A dataset containing 367 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Culter alburnus Basilewsky, 1855"
 ]
}

 The dataset includes 367 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150665-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpkaz7
title: Occurrence Download

description: A dataset containing 785042 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium L."
 ]
}

 The dataset includes 785042 records from 1336 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053060-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.