cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.nym34c
title: Occurrence Download

description: A dataset containing 1025600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-13.94068 32.71261,6.19586 32.71261,6.19586 45.47412,-13.94068 45.47412,-13.94068 32.71261))",
 "HasGeospatialIssue is false",
 "Issue is Footprint WKT mismatch"
 ]
}

 The dataset includes 1025600 records from 436 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002699-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27965151
title: Sarcasm Multimodal Dataset

description: Sarcasm detection is a major challenge in data analysis as it involves complex textual and visual elements. This study builds a multimodal dataset of sarcasm from the Twitter (X) platform, which includes text, images, and a combination of both. The dataset consists of eight main columns, including original text, clean text, text in images, visual elements, and final labels. Labels were manually assigned by four annotators using a binary scheme, with 0 for non-sarcasm and 1 for sarcasm. Dataset validation was conducted using Cohen's Kappa to measure consistency between annotators. The validation results showed an average Kappa value of 0.89, with a high of 0.95 and a low of 0.84, reflecting a substantial to near-perfect level of agreement. This process ensures the reliability of the dataset with minimal noise. This dataset is designed to support the development of machine learning and deep learning-based sarcasm detection models. With a combination of textual and visual elements, and rigorous validation, it offers a solid foundation for the exploration of cross-modality interactions and the development of intelligent applications, such as sentiment analysis and multimodal classification. This dataset contributes significantly to supporting research in the field of sarcasm analysis and artificial intelligence technologies.
DOI: 10.15468/dl.sg2bgs
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhynchoconger gracilior (Ginsburg, 1951)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 170 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023021-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.en3wtb
title: Occurrence Download

description: A dataset containing 2565 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is one of (c3ad790a-d426-4ac1-8e32-da61f81f0117, c2ecae57-6701-485e-9ebd-5f87b2945cb2, b554c320-0560-11d8-b851-b8a03c50a862, 1e26a630-7203-11dc-a0d8-b8a03c50a862, fd0038d0-3e7b-11d9-8439-b8a03c50a862, ccd1ddc0-6c21-11de-8224-b8a03c50a862, 352bdfe0-c57b-11dd-a8eb-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, 94ec6243-9b21-4c04-9cc6-cefa1cf627c0)",
 "TaxonKey is Bombus fraternus (Smith, 1854)"
 ]
}

 The dataset includes 2565 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023023-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2yfu88
title: Occurrence Download

description: A dataset containing 37329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Speyeria aglaja (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 37329 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023022-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10677795
title: Obtaining Robust Density Functional Tight Binding Parameters for Solids Across the Periodic Table
title: Periodic Table Baseline Parameters (PTBP)

description: Updates



Add Documentation after each parameter file


 

The Parameterization code for Density functional Tight-binding Theory (DFTB)

What does it include?

1. ParameterSets 

The ParameterSets folder includes parameter sets `PRIOR`, `PTBP`, and `QN+Rep`, as introduced in the article PTBP

Although these parameter files were not specifically optimized for compounds, they still demonstrate relatively reliable performance, as shown in Part 3.2 of the article, which benchmarks binary systems (hydrides, nitrides, oxides, and fluorides).

Furthermore, the code for processing the parameterization can be found at PTBP_LAB We are pleased to share the SKF files for free use and hope they provide convenience to those exploring the DFTB method.

 

2. Highly recommend

For downloading the parameter files by elements, please access to MBOOK/SKF File Download

 

3. Acknowledgement

The authors gratefully acknowledge Noam Bernstein for providing the initial geometries of the homoelemental crystals and Maxime Van den Bossche for support with the hotcent package. Furthermore, we respectfully thank the works from Thomas Heine's group that initially inspired our work, and the developers of DFTB+ who made our DFTB calculations conveniently possible.

[1] https://doi.org/10.1021/acs.jctc.4c00228[2] https://gitlab.com/mncui/ptbp_lab.git
DOI: 10.5281/zenodo.10677796
title: Obtaining Robust Density Functional Tight Binding Parameters for Solids Across the Periodic Table
title: Periodic Table Baseline Parameters (PTBP)

description: Updates

- Update the PTBP parameter sets, where some of the Bandstructure parts were overwritten while writing Repulsive parts.

- Update the codes

- Add introduction

- Add `complete_set_binaries` for `QNplusRep

 

The Parameterization code for Density functional Tight-binding Theory (DFTB)

What does it include?

1. ParameterSets 

The ParameterSets folder includes parameter sets `PRIOR`, `PTBP`, `QN+Rep` that built-in Article [PTBP][1], where the `elementary` contained the "Robust" optimized parameters on elementary with multiple fictional configurations, we, therefore, also generate pair-wise `complete_set` SKF file based on above parameters. (Except `QN+Rep`, which is somehow caused by the large exponent `p` inside the confinement potential)   Even though these pair-wise parameter files were not optimized by compounds, they still show relatively reliable performance as shown in Article [PTBP][1] Part 3.2 the benchmarks on Binaries system (hydrides, nitrides, oxides, and fluorides). Besides, the code for processing the parameterization can also be found at [PTBP_lab][2], we are glad to share the skf files for free use and hope it can bring some conveniences for people who get in touch with the DFTB method.

- PRIOR    - [x] elementary.tgz    - [x] complete_set.tgz- PTBP    - [x] elementary.tgz    - [x] complete_set.tgz- QNplusRep    - [x] elementary.tgz    - [-] complete_set_binaries.tgz    includes skfs for binary benchmarks in Article[PTBP][1] for now

 

 

2. PTBP_lab

The PTBP_lab folder includes the codes for this project, one can also found at [PTBP_lab][2] for continuely updates.

3. Acknowledgement

The authors gratefully acknowledge Noam Bernstein for providing the initial geometries of the homoelemental crystals and Maxime Van den Bossche for support with the hotcent package. Furthermore, we respectfully thank the works from Thomas Heine's group that initially inspired our work, and the developers of DFTB+ who made our DFTB calculations conveniently possible.

[1] https://doi.org/10.26434/chemrxiv-2024-d0cff[2] https://gitlab.com/mncui/ptbp_lab.git
DOI: 10.5281/zenodo.14289468
title: Obtaining Robust Density Functional Tight Binding Parameters for Solids Across the Periodic Table
title: Periodic Table Baseline Parameters (PTBP)

description: Updates



Add Documentation after each parameter file


 

The Parameterization code for Density functional Tight-binding Theory (DFTB)

What does it include?

1. ParameterSets 

The ParameterSets folder includes parameter sets `PRIOR`, `PTBP`, and `QN+Rep`, as introduced in the article PTBP

Although these parameter files were not specifically optimized for compounds, they still demonstrate relatively reliable performance, as shown in Part 3.2 of the article, which benchmarks binary systems (hydrides, nitrides, oxides, and fluorides).

Furthermore, the code for processing the parameterization can be found at PTBP_LAB We are pleased to share the SKF files for free use and hope they provide convenience to those exploring the DFTB method.

 

2. Highly recommend

For downloading the parameter files by elements, please access to MBOOK/SKF File Download

 

3. Acknowledgement

The authors gratefully acknowledge Noam Bernstein for providing the initial geometries of the homoelemental crystals and Maxime Van den Bossche for support with the hotcent package. Furthermore, we respectfully thank the works from Thomas Heine's group that initially inspired our work, and the developers of DFTB+ who made our DFTB calculations conveniently possible.

[1] https://doi.org/10.1021/acs.jctc.4c00228[2] https://gitlab.com/mncui/ptbp_lab.git
DOI: 10.60952/nyj4-jv42
title: Ocena jakościowa komórek satelitarnych mięśnia przepony u szczurów 1 dniowych (5)

description: Badanie przeprowadzono na samicach szczura szczepu Wistar, wiek - 1 dzień, w celu jakościowej oceny komórek satelitarnych mięśnia przepony u szczurów 1 dniowych. Materiał przygotowano standardową techniką do TEM. Na zdjęciu komórka satelitarna, której jeden z biegunów kontaktuje się z włóknem mięśniowym, drugi znajduje się w przestrzeni między włóknami. Powiększenie 19 600 x. Dokumentacja zdjęciowa powstała przy użyciu mikroskopu elektronowego JEM 100S firmy JEOL.
DOI: 10.15468/dl.4rb379
title: Occurrence Download

description: A dataset containing 14352 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sarpa salpa (Linnaeus, 1758)"
 ]
}

 The dataset includes 14352 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023024-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60952/f5qj-fh37
title: Ocena jakościowa komórek satelitarnych mięśnia przepony u szczurów 1 dniowych (6)

description: Badanie przeprowadzono na samicach szczura szczepu Wistar, wiek - 1 dzień, w celu jakościowej oceny komórek satelitarnych mięśnia przepony u szczurów 1 dniowych. Materiał przygotowano standardową techniką do TEM. Na zdjęciu fragment cytoplazmy komórki satelitarnej. Powiększenie 35 000 x. Dokumentacja zdjęciowa powstała przy użyciu mikroskopu elektronowego JEM 100S firmy JEOL.
DOI: 10.12751/g-node.62p5qd
title: Longitudinal (8 wks) T2-weighted MRI and Diffusion Tensor Imaging (DTI) of WT mice with cortical stroke

description: Longitudinal MRI including T2-weighted (T2w) and Diffusion Tensor Imaging (DTI) of WT mice with cortical stroke lesions induced by photothrombosis (PT) monitored for 8 weeks (8 wks). The mice received either intranasal C3a (complement factor) or PBS treatment from day 7 to day 28 post stroke.
DOI: 10.15468/dl.pz5gqb
title: Occurrence Download

description: A dataset containing 574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sardinella brasiliensis (Steindachner, 1879)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 574 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023025-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60952/cfqw-8s31
title: Ocena jakościowa komórek satelitarnych mięśnia przepony u szczurów 1 dniowych (7)

description: Badanie przeprowadzono na samicach szczura szczepu Wistar, wiek - 1 dzień, w celu jakościowej oceny komórek satelitarnych mięśnia przepony u szczurów 1 dniowych. Materiał przygotowano standardową techniką do TEM. Na zdjęciu poszerzone cysterny szorstkiej siateczki śródplazmatycznej (SS) w cytoplazmie komórki satelitarnej. Powiększenie 35 000 x. Dokumentacja zdjęciowa powstała przy użyciu mikroskopu elektronowego JEM 100S firmy JEOL.
DOI: 10.15468/dl.n5ttg6
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is USA.41_1",
 "TaxonKey is Canis latrans Say, 1823"
 ]
}

 The dataset includes 138 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023026-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10571402
title: Supplementary data to: Characterizing regional oceanography and bottom environmental conditions at two contrasting sponge grounds on the northern Labrador Shelf.

description: Supplementary data to the article: 

Characterizing regional oceanography and bottom environmental conditions at two contrasting sponge grounds on the northern Labrador Shelf.

 

 

Published in Biogeosciences in 2024: https://bg.copernicus.org/articles/21/5407/2024/

BG - Characterizing regional oceanography and bottom environmental conditions at two contrasting sponge grounds on the northern Labrador Shelf

DOI : https://doi.org/10.5194/bg-21-5407-2024

Abstract: 

Deep-sea sponge grounds are distributed globally and are considered hotspots of biological diversity and biogeochemical cycling. To date, little is known about the environmental conditions that allow high sponge biomass to develop in the deep sea. Here, we characterize oceanographic conditions at two contrasting sites off the northern Labrador Shelf with high- and low-sponge-biomass. Data were collected by year-long benthic lander deployments equipped with current meters, a turbidity and chlorophyll-a measuring device, and a sediment trap. Additionally, regional oceanography was described by analyzing vertical conductivity-temperature-depth (CTD) casts, Argo float profiles, and surface buoy drifter data for the northern Labrador Shelf from 2005 to 2022. Stable isotopic composition of benthic fauna was determined to investigate food web structure at the sponge grounds. Our results revealed strong (0.26 ± 0.14 m s-1; mean ± SD) semidiurnal tidal currents at the high-sponge-biomass site, but twofold weaker currents (0.14 ± 0.08 m s-1; mean ± SD) at the low-sponge-biomass site. Tidal analysis suggests that, at the high-sponge-biomass site, kinetic energy is dissipated from barotropic tide to baroclinic tide/turbulence, which could enhance food availability for benthic organisms. Bottom nutrient concentrations were elevated at the high-sponge-biomass site which would benefits growth in deep-sea sponges. Organic matter flux to the seafloor was increased at the high-sponge-biomass site and consisted of fresher material. Finally, both sponge grounds demonstrated tight benthic-pelagic coupling prior to the onset of stratification. Stable isotope signatures indicated that soft corals (Primnoa resedaeformis) fed on suspended particulate organic matter, while massive sponges (Geodia spp.) likely utilized additional food sources. Our results imply that benthic fauna at the high-sponge-biomass site benefit from strong tidal currents, which increases food supply, and favourable regional ocean currents that increase nutrient concentration in bottom waters.
DOI: 10.60952/2hmk-az51
title: Ocena jakościowa komórek satelitarnych mięśnia przepony u szczurów 1 dniowych (8)

description: Badanie przeprowadzono na samicach szczura szczepu Wistar, wiek - 1 dzień, w celu jakościowej oceny komórek satelitarnych mięśnia przepony u szczurów 1 dniowych. Materiał przygotowano standardową techniką do TEM. Na zdjęciu Aparat Golgiego (AG) i centriole w cytoplazmie komórki satelitarnej. Powiększenie 35 000 x. Dokumentacja zdjęciowa powstała przy użyciu mikroskopu elektronowego JEM 100S firmy JEOL.
DOI: 10.15468/dl.6bksfw
title: Occurrence Download

description: A dataset containing 5681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Geometry POLYGON((-128.11778 23.92072,-60.8154 23.92072,-60.8154 52.50396,-128.11778 52.50396,-128.11778 23.92072))",
 "TaxonKey is Bromus tectorum"
 ]
}

 The dataset includes 5681 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001259-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqmcce
title: Occurrence Download

description: A dataset containing 54660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Georgia and the South Sandwich Islands, Heard Island and McDonald Islands, French Southern Territories, Falkland Islands (Malvinas), Antarctica, Chile)",
 "TaxonKey is Aptenodytes patagonicus"
 ]
}

 The dataset includes 54660 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001248-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qr3ew8
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.28_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Lontra canadensis"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001261-251025141854904/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/13511293
title: Balochi Language to English Translation Dataset
DOI: 10.15468/dl.7f84gn
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "Elevation 2000.0-9999.0m",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "VerbatimScientificName is hypericum laricifolium",
 "Year 1990-2025"
 ]
}

 The dataset includes 141 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001262-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32g2pc
title: Occurrence Download

description: A dataset containing 1717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-9869.0",
 "Country is United States of America",
 "TaxonKey is Tamarix ramosissima"
 ]
}

 The dataset includes 1717 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001263-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kgwwe
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "Country is Indonesia",
 "Geometry POLYGON((119.80843 -6.66301,124.76511 -6.66301,124.25482 -1.66281,125.37379 1.83248,119.80843 1.29897,118.95904 -1.0272,117.9499 -2.79143,119.80843 -6.66301))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Magnoliaceae, Elaeocarpaceae, Myrtaceae)"
 ]
}

 The dataset includes 67 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001264-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6b9vgt
title: Occurrence Download

description: A dataset containing 981 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudois nayaur"
 ]
}

 The dataset includes 981 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001265-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpusuz
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catalogue of Life"
 ]
}

 The dataset's 3 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001257-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m83mw3
title: Occurrence Download

description: A dataset containing 384122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Olea europaea"
 ]
}

 The dataset includes 384122 records from 337 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001247-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/5bca57e2-d131-45eb-b88f-c5893e65c111
title: Spray Painting Glass
DOI: 10.34740/kaggle/dsv/13511326
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ra8rzv
title: Occurrence Download

description: A dataset containing 4739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Buthidae",
 "Year 2010-2025"
 ]
}

 The dataset includes 4739 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001266-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azfzj7
title: Occurrence Download

description: A dataset containing 14034 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Antarctica, Oceania)",
 "TaxonKey is Eudyptes chrysolophus"
 ]
}

 The dataset includes 14034 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001267-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/56f9c209-3f96-4b5c-ac4e-09185c45bbff
title: FiReGlass - Glass beams with defined fire resistance
DOI: 10.6084/m9.figshare.30449975
title: Data from "Conservation challenges under taxonomic uncertainty: introgression patterns and environmental correlates in Mediterranean brown trout"

description: Enric Aparicio, Rafel Rocaspana, Emili García-Berthou, Carles Alcaraz, Manuel Vera, Sandra Heras, José-Luis García-Marín. Conservation challenges under taxonomic uncertainty: introgression patterns and environmental correlates in Mediterranean brown trout. <i>Aquatic Conservation: Marine and Freshwater Ecosystems</i>: under review.