cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15125/bath-00399
title: Dataset for "Defining the flexibility window in ordered aluminosilicate zeolites"

description: This is a dataset for manuscript "Defining the flexibility window in ordered aluminosilicate zeolites". In this dataset there are three folders: PEARL_High-PressureDataOctober2012; PEARLDecember2011 and SimulationsFilesForAlBarPaper

1) PEARL_High-PressureDataOctober2012 contains:
PEARL instrument raw data for BrSOD in ethanol-methanol-water solvent, NaOH-SOD in fluorinate, NaOH-SOD in ethanol-methanol-water and plain NaOH in vanadium can.
GSAS data for  for BrSOD in ethanol-methanol-water solvent, NaOH-SOD in fluorinate, NaOH-SOD in ethanol-methanol-water and plain NaOH in vanadium can.
Cell parameters were analysed in EXCEL and are in files labeled alldata. 
Calibration files include: Lead.xls, PEARL_123.ipf. 

2) PEARLDecember2011 contains:
All refinements done for the data in GSAS

3)SimulationsFilesForAlBarPaper contains:
files for running GASP program;
result files for the simulations and analysis;
high-pressure data files;
analysis of high-pressure files.
description: High-pressure data, refinements, analysis
Geometric simulation
description: Data were collected as .raw files. 
Data were refined using GSAS free software.
Refined data were analysed using Excel.
description: GSAS, Excel
DOI: 10.13145/bacdive1887.20240510.9
title: Brucella oryzae (Tripathi et al. 2006) Hördt et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00400
title: Dataset for "Predicting Ligand-Free Cell Attachment on Next Generation Cellulose-Chitosan Hydrogels"

description: There is a growing appreciation that engineered biointerfaces can regulate cell behaviors, or functions. Most systems aim to mimic the cell-friendly extracellular matrix environment and incorporate protein ligands; however, the understanding of how a ligand-free system can achieve this is limited. Cell scaffold materials comprised of interfused chitosan–cellulose hydrogels promote cell attachment in ligand-free systems, and these data were used to demonstrate the role of cellulose molecular weight (MW) and chitosan content and MW in controlling material properties and thus regulating cell attachment.

Included are the data used for determining gel shear moduli; data used in cell attachment regression models and for determining average cell attachment; combined DAPI and FITC images of 24 hour cell morphology studies; data used for determining median cell aspect ratio, cell aspect ratio distribution, and median cell area; UV-vis adsorbance data; confocal microscopy data used for calculating chitosan penetration into cellulose gels; FTIR spectra data and fitted curves; scanning probe microscopy data used for determining gel surface roughness and capacitive coupling; and measurements of chitosan MW and gel surface zeta-potential.
description: Further relevant documentation may be found in the following resources.

   Johns, M. A., Bae, Y., Guimarães, F. E. G., Lanzoni, E. M., Costa, C. A. R., Murray, P. M., Deneke, C., Galembeck, F., Scott, J. L., and Sharma, R. I.,  2018.   Predicting Ligand-Free Cell Attachment on Next-Generation Cellulose–Chitosan Hydrogels.    ACS Omega, 3(1), 937-945.  Available from: https://doi.org/10.1021/acsomega.7b01583.
DOI: 10.15125/bath-00401
title: Data supporting: Resilience of Malic Acid Natural Deep Eutectic Solvent Nanostructure to Solidification and Hydration

description: This dataset contains processed neutron diffraction used for EPSR modelling, and quasi-elastic neutron scattering data in support of the named article.
description: Neutron diffraction measurements were made using the SANDALS instrument at the STFC ISIS Pulsed Neutron and Muon Source, UK. Samples of the Deep Eutectic Solvent malicine (1 choline chloride:1 malic acid) and aqueous mixtures thereof were measured in different isotopic substitutions at either room or cryogenic temperature, and in pure and hydrated states. QENS data for analogous hydrogenated samples were collected between 7 - 301 K using the IRIS instrument, also at STFC ISIS Pulsed Neutron and Muon Source, UK.
description: Neutron scattering data were reduced using the freely-available software GudrunN [1], provided by STFC ISIS Neutron and Muon Source. Corrections were made for the sample environment background, the data are normalised, and the inelastic scattering of hydrogen is subtracted. 

QENS data have been processed using the standard procedures of MantidPlot (open source). Raw data were reduced accounting for detector efficiency (using the scattering from a vanadium can), scattering from the can and sample absorption. The elastic window scans were performed in MantidPlot normalising the elastic intensity to the lowest temperature (7 K).

[1] Soper, A.K., 2011. GudrunN and GudrunX: Programs for correcting raw neutron and X-ray diffraction data to differential scattering cross section. Science and Technology Facilities Council.
description: Neutron diffraction data were created using GudrunN software [1]. They are simple text files that can be plotted and read with any typical graphing software. They are designed to be used as input files for the freely-available EPSR software suite, provided by STFC ISIS Neutron and Muon Source. Similarly, the QENS datasets are provided as simple text files.

[1] Soper, A.K., 2011. GudrunN and GudrunX: Programs for correcting raw neutron and X-ray diffraction data to differential scattering cross section. Science and Technology Facilities Council.
description: Further relevant documentation may be found in the following resources.

   SOPER, A. K.,  2001.   Tests of the empirical potential structure refinement method and a new method of application to neutron diffraction data on water.    Molecular Physics, 99(17), 1503-1516.  Available from: https://doi.org/10.1080/00268970110056889.
DOI: 10.13145/bacdive1888.20240510.9
title: Brucella intermedia (Velasco et al. 1998) Hördt et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00402
title: Dataset for "Understanding the AC conductivity and permittivity of trapdoor chabazites for future development of next-generation gas sensors"

description: Synthetic K+ chabazite (KCHA), Cs+ chabazite (CsCHA) and Zn2+ chabazite (ZnCHA) were synthesized and compared in order to relate the differences in their crystalline structures to their thermal stability (TGA data), moisture content (TGA data) and frequency dependent alternating current (AC) conductivity (AC conductivity heating and cooling data), permittivity (permittivity heating and cooling data) and phase angle (phase angle heating and cooling data) at a range of temperatures. Cation migration activation energies for KCHA (0.66 ± 0.10) eV, CsCHA (0.88 ± 0.01) eV and ZnCHA (0.90 ± 0.01) eV were determined (activation energy data). Good thermal stability of the materials was observed up to 710 °C (TGA data) and below 200 °C the electrical properties were strongly influenced by hydration level (conductivity, permittivity and phase angle data). Overall, it was determined that when either hydrated or dehydrated, KCHA had the highest conductivity and lowest cation migration activation energy of the three studied chabazites (activation energy data).
DOI: 10.15125/bath-00403
title: Dataset for ''Tetrabutyl ammonium cation for moisture-resistant and semitransparent perovskite solar cells''

description: This dataset consists of spreadsheets containing JV curves, UV-Vis spectra and XRD patterns of halide perovskite based films and solar cells. The dataset contains also top-view AFM and SEM images of halide perovskite films and photos of contact angles and profilometer measurements of the surface. These data were taken between February 2017 and July 2017 and they have been used to support  the results of the manuscript titled: ''Tetrabutyl ammonium cation for moisture-resistant and semitransparent perovskite solar cells''. The purpose was to collect the data necessary to show the fabrication of halide perovskite solar cells with good photovoltaic performance, higher moisture stability and better morphology than standard perovskite devices. All the data used to support the conclusion of the manuscript are included in the dataset.
description: JV curves and Stability data were measured using a Keithley 2601A potentiostat under 1 sun intensity and AM 1.5. Devices were sweeped at 100 mV/sec from 1.2V to 0V. Data consist of excel spreadsheets with Voltage Vs current.

SEM images were taken on  a JEOL SEM 6480LV

AFM images were taken on a Nanosurf easyscan 2 FlexAFM

XRD patterns were measured using a Bruker Adv D8 x-ray diffractometer between 5 and 80 degrees. Data consist of excel spreadsheets with 2theta angle vs intensity peaks

UV-Vis spectra were taken on a Perkin Elmer Lambda 750S spectrometer. Data consist of excel spreadsheet with lambda vs reflectance and transmittance intensity
description: All data have been collected at University of Bath in the Chemistry department and the Microscopy and Analysis Suite (MAS).
DOI: 10.15468/dl.q6txge
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Year 1995-2019",
 "HasCoordinate is true",
 "TaxonKey is Dendrobates auratus (Girard, 1855)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 292 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006430-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vcz23v
title: Occurrence Download

description: A dataset containing 490 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trypauchen vagina (Bloch & Schneider, 1801)"
 ]
}

 The dataset includes 490 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113413-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10993465
title: Coastal Satellite Image Segmentation (Water and Land) Labels: Delmarva (USA), Virginia Beach (USA), New Jersey (USA), Long Island (USA), Duck, NC (USA), Northern Tuscany Littoral Cell (Italy), Torrey Pines, CA, (USA), Narrrabeen Beach (Australia), Truc Vert (France)

description: Contained here are jpegs containing coastal RGB satellite images along with a water vs. land mask. Each image is 256 pixels by 256 pixels. 

Geographic scope: Delmarva (USA), Virginia Beach (USA), New Jersey (USA), Long Island (USA), Duck, NC (USA), Northern Tuscany Littoral Cell (Italy), Torrey Pines, CA, (USA), Narrrabeen Beach (Australia), Truc Vert (France)

Temporal range: 1984 to 2022

Satellites: Landsat 5, 7, 8 and Sentinel-2

All images were downloaded from Google Earth Engine using CoastSat download tools.

The datasets are arranged into 'train', 'val', and 'test' folders. Within each of those folders are two folders 'a' and 'b'. 'a' contains the images (RGB), whereas 'b' contains the labels (land vs. water mask).

All images were augmented with the four following augmentations: horizontal flip, vertical flip, 90 degree clockwise rotation, 90 degree counterclockwise rotation, and a horizontal+vertical flip. 

For training a new segmentation model, it is advised to not do any of these rotational or flip augmentations since they have already been performed. Instead, possibly experiment with other augmentations like introducing noise into the imagery.

These images were used to train an image-to-image translation generative adversarial network. The code and model weights (generator and discriminator) are available at https://github.com/mlundine/Shoreline_Extraction_GAN.

To get to the files locally, you can download the .zip from Zenodo and then unzip the .zip file.
DOI: 10.5281/zenodo.10993466
title: Coastal Satellite Image Segmentation (Water and Land) Labels: Delmarva (USA), Virginia Beach (USA), New Jersey (USA), Long Island (USA), Duck, NC (USA), Northern Tuscany Littoral Cell (Italy), Torrey Pines, CA, (USA), Narrrabeen Beach (Australia), Truc Vert (France)

description: Contained here are jpegs containing coastal RGB satellite images along with a water vs. land mask. Each image is 256 pixels by 256 pixels. 

Geographic scope: Delmarva (USA), Virginia Beach (USA), New Jersey (USA), Long Island (USA), Duck, NC (USA), Northern Tuscany Littoral Cell (Italy), Torrey Pines, CA, (USA), Narrrabeen Beach (Australia), Truc Vert (France)

Temporal range: 1984 to 2022

Satellites: Landsat 5, 7, 8 and Sentinel-2

All images were downloaded from Google Earth Engine using CoastSat download tools.

The datasets are arranged into 'train', 'val', and 'test' folders. Within each of those folders are two folders 'a' and 'b'. 'a' contains the images (RGB), whereas 'b' contains the labels (land vs. water mask).

All images were augmented with the four following augmentations: horizontal flip, vertical flip, 90 degree clockwise rotation, 90 degree counterclockwise rotation, and a horizontal+vertical flip. 

For training a new segmentation model, it is advised to not do any of these rotational or flip augmentations since they have already been performed. Instead, possibly experiment with other augmentations like introducing noise into the imagery.

These images were used to train an image-to-image translation generative adversarial network. The code and model weights (generator and discriminator) are available at https://github.com/mlundine/Shoreline_Extraction_GAN.

To get to the files locally, you can download the .zip from Zenodo and then unzip the .zip file.
DOI: 10.15468/dl.qaucu5
title: Occurrence Download

description: A dataset containing 287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Ara chloroptera G.R.Gray, 1859"
 ]
}

 The dataset includes 287 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078664-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ar5f5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "TaxonKey is Solanum macaonense Dunal"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130810-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-234811
title: Saint’s Choir, 1967

description: [description english/roman)] Packet 6: photograph of Academy Industrial School Choir, 1967. "Choir, 1967. Saints choir. Bert Smith, 397 Adelphi St., Brooklyn, N.Y. 11238".
DOI: 10.15468/dl.pcucf4
title: Occurrence Download

description: A dataset containing 280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-97.5087898000000024 35.4738303999999971, -97.5087898000000024 35.4752438699999999, -97.5087898000000024 35.4765829400000001, -97.5087898000000024 35.4776988400000022, -97.5087898000000024 35.4790379100000024, -97.5087898000000024 35.4799306299999984, -97.5087898000000024 35.4812696999999986, -97.5075267600000046 35.4812696999999986, -97.5060409499999992 35.4812696999999986, -97.5039608200000032 35.4812696999999986, -97.5030693399999961 35.4812696999999986, -97.5016578200000055 35.4812696999999986, -97.4994291099999941 35.4812696999999986, -97.4980175999999972 35.4812696999999986, -97.4960117600000018 35.4812696999999986, -97.4944516599999957 35.4812696999999986, -97.4933371999999991 35.4812696999999986, -97.4933371999999991 35.4798562300000029, -97.4933371999999991 35.4785915499999973, -97.4933371999999991 35.4771036899999999, -97.4933371999999991 35.4763597600000011, -97.4933371999999991 35.4750950800000027, -97.4933371999999991 35.4738303999999971, -97.4944516599999957 35.4738303999999971, -97.4960860500000024 35.4738303999999971, -97.4974232699999988 35.4738303999999971, -97.4994291099999941 35.4738303999999971, -97.5016578200000055 35.4738303999999971, -97.5036636600000008 35.4738303999999971, -97.5050008900000051 35.4738303999999971, -97.5068581499999993 35.4738303999999971, -97.5087898000000024 35.4738303999999971))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 280 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098583-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hbwb6
title: Occurrence Download

description: A dataset containing 6890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Szczepkamyces campestris (Quél.) Zmitr., Dichonia convergens (Denis & Schiffermüller), 1775, Dicranella pervilleana Besch.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 6890 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0317253-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76fn8s
title: Occurrence Download

description: A dataset containing 705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Colaptes rubiginosus (Swainson, 1820)"
 ]
}

 The dataset includes 705 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012323-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gssa9q
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-74.0248634999999950 40.7878480999999979, -74.0248634999999950 40.7905529100000024, -74.0248634999999950 40.7921133700000027, -74.0248634999999950 40.7945060799999979, -74.0248634999999950 40.7964826700000032, -74.0248634999999950 40.7993955399999990, -74.0248634999999950 40.8018922899999978, -74.0248634999999950 40.8042850000000001, -74.0230997999999971 40.8042850000000001, -74.0209211100000033 40.8042850000000001, -74.0195724000000013 40.8042850000000001, -74.0172899699999931 40.8042850000000001, -74.0144887999999952 40.8042850000000001, -74.0144887999999952 40.8025164700000005, -74.0144887999999952 40.8006439099999980, -74.0144887999999952 40.7977310500000030, -74.0144887999999952 40.7962746099999976, -74.0144887999999952 40.7948181800000000, -74.0144887999999952 40.7925295000000006, -74.0144887999999952 40.7914891900000001, -74.0144887999999952 40.7895126000000019, -74.0144887999999952 40.7878480999999979, -74.0171862199999993 40.7878480999999979, -74.0192611599999992 40.7878480999999979, -74.0207136199999951 40.7878480999999979, -74.0230997999999971 40.7878480999999979, -74.0248634999999950 40.7878480999999979))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 73 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094195-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nnnte
title: Occurrence Download

description: A dataset containing 1234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carthamus tenuis (Boiss. & C.I.Blanche) Bornm.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1234 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063929-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-28166
title: Correspondence book No. 2 of Pentecostal Missionary Union [PMU], 1920-1921

description: [description english/roman)] Pentecostal Missionary Union [PMU] Correspondence book No. 2 including 31 pages of subject index; 1007 pages of PMU outgoing correspondence.
DOI: 10.15468/dl.8ebjk6
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "TaxonKey is Solanum physalifolium Rusby"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130832-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e65gm8
title: Occurrence Download

description: A dataset containing 219753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.14941 44.04482,0.60059 41.98876,2.76856 43.66456,5.05371 46.67897,7.52365 49.1182,3.47168 51.65382,-4.14551 49.38178,-6.37207 48.88338,-3.14941 44.04482))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cornales"
 ]
}

 The dataset includes 219753 records from 270 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129064-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkn38t
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zebrias keralensis Joglekar, 1976"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063936-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-27993
title: Correspondence book No. 1 of Pentecostal Missionary Union [PMU], 1914-1920

description: [description english/roman)] Pentecostal Missionary Union [PMU] Correspondence book No. 2 including 61 pages of subject index; 2011 pages of PMU outgoing correspondence;