cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28596881
title: Data for Figures in Carr et al. 2025

description: This dataset enables reproduction of figures from Carr et al. (2025), "Eating habits and sociodemographic factors impact household dietary greenhouse gas emissions reduction in the UK". The file "GHG_per_food_per_household.csv" provides the data for Figures 1 to 3. The file "household_characteristics.csv" provides the data for Figure 4.Original greenhouse gas emissions data were sourced from Clark et al. (2022), PNAS 119 (33) e2120584119, https://doi.org/10.1073/pnas.2120584119. UK shopping product information was derived from Kantar’s Worldpanel Take Home dataset.Data aggregation specifics for this study include:Supermarket products aggregated into 27 distinct food groups.Selection restricted to households showing reduced dietary GHG emissions.Household characteristics are limited to the most recent data and were aggregated into broader categories to ensure adequate sample sizes for analysis.<br>
DOI: 10.15468/dl.hqc9kp
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Thysanocnemis bischoffi Blatchley & Leng, 1916)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 97 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011943-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8qukq
title: Occurrence Download

description: A dataset containing 638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Allium tenuissimum L."
 ]
}

 The dataset includes 638 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011944-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95tnay
title: Occurrence Download

description: A dataset containing 4949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Enarmonia formosana (Scopoli, 1763))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4949 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011945-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jh2vp6
title: Occurrence Download

description: A dataset containing 1093 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lacerta viridis (Laurenti, 1768)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1093 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011946-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14130093
title: Reproduction package for: 'Modelling polarized X-ray pulses from accreting millisecond pulsars with X-PSI, using different hot spot locations and shapes'

description: Simulated data, posterior sample files, and analysis scripts associated with the publication 'Modelling polarized X-ray pulses from accreting millisecond pulsars with X-PSI, using different hot spot locations and shapes'  by Salmi et al. (2025; arXiv.2501.12190).



Please refer to the README for detailed information.
DOI: 10.5281/zenodo.14130094
title: Reproduction package for: 'Modelling polarized X-ray pulses from accreting millisecond pulsars with X-PSI, using different hot spot locations and shapes'

description: Simulated data, posterior sample files, and analysis scripts associated with the publication 'Modelling polarized X-ray pulses from accreting millisecond pulsars with X-PSI, using different hot spot locations and shapes'  by Salmi et al. (2025; arXiv.2501.12190).



Please refer to the README for detailed information.
DOI: 10.5281/zenodo.15023109
title: Source code and data for 'Spatially varying parameters improve carbon cycle modeling in the Amazon rainforest with ORCHIDEE r8849'

description: Source code and data for 'Spatially varying parameters improve carbon cycle modeling in the Amazon rainforest with ORCHIDEE r8849'. The article was submitted to GMD. Replace pathin in "GMD_code.ipynb" with your own path. Make sure to install all the python package.
DOI: 10.5281/zenodo.15037324
title: Source code and data for 'Spatially varying parameters improve carbon cycle modeling in the Amazon rainforest with ORCHIDEE r8849'

description: Source code and data for 'Spatially varying parameters improve carbon cycle modeling in the Amazon rainforest with ORCHIDEE r8849'. The article was submitted to GMD. Replace pathin in "GMD_code.ipynb" with your own path. Make sure to install all the python package.
DOI: 10.15468/dl.vge3h3
title: Occurrence Download

description: A dataset containing 1199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is BARO Herbarium, The M.S University of Baroda",
 "Geometry POLYGON((77.36662 7.47871,80.33839 10.25379,81.41718 13.61881,79.15782 14.11285,74.00812 13.48029,77.36662 7.47871))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1199 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011947-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5uu5pg
title: Occurrence Download

description: A dataset containing 1320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Natrix tessellata (Laurenti, 1768)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1320 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011949-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrxpp5
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011948-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42ff8z
title: Occurrence Download

description: A dataset containing 6411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Glischrochilus quadrisignatus (Say, 1835))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6411 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011950-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93f7z8
title: Occurrence Download

description: A dataset containing 1390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Epinotia nanana (Treitschke, 1835))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1390 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011951-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8grdk
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vipera ammodytes (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 176 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011952-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdd8gy
title: Occurrence Download

description: A dataset containing 651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Allium senescens L."
 ]
}

 The dataset includes 651 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011953-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48612/msupe/e9xe-6zf3-z2d4
title: Профессиональное самоопределение личности: библиометрический анализ отечественных исследований

description: Представлена база статей для проведения библиометрического и систематического анализа литературы по тематике профессионального самоопределения личности. Исследование проведено в Азовском государственном педагогическом университете в сентябре-октябре 2024 г.
DOI: 10.15468/dl.yb8n9n
title: Occurrence Download

description: A dataset containing 5792 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coelophora inaequalis (Fabricius, 1775)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5792 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011954-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fqnee
title: Occurrence Download

description: A dataset containing 1121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phyllonorycter issikii (Kumata, 1963))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1121 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011955-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bs68b
title: Occurrence Download

description: A dataset containing 20320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tenodera sinensis Saussure, 1871)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20320 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011956-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b27a5e
title: Occurrence Download

description: A dataset containing 10301 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((30.41549 50.53938,30.65092 50.53938,30.65092 50.67565,30.41549 50.67565,30.41549 50.53938))"
 ]
}

 The dataset includes 10301 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011957-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92dxvb
title: Occurrence Download

description: A dataset listing the 1479 species recorded in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((30.41549 50.53938,30.65092 50.53938,30.65092 50.67565,30.41549 50.67565,30.41549 50.53938))"
 ]
}

 The dataset's 1479 records were derived from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011936-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5j9zxp
title: Occurrence Download

description: A dataset containing 4816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus hipposideros (Bechstein, 1800)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 4816 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011959-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkvnyf
title: Occurrence Download

description: A dataset containing 20509 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apis cerana Fabricius, 1793"
 ]
}

 The dataset includes 20509 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011958-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8pkqt
title: Occurrence Download

description: A dataset containing 936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heliothrips haemorrhoidalis (Bouché, 1833))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 936 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011960-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hewnf
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Allium galanthum Kar. & Kir."
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011961-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5cvfc
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Klambothrips myopori Mound & Morris, 2007)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 300 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011962-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnnges
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis blythii (Tomes, 1857)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 61 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011963-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgxhpm
title: Occurrence Download

description: A dataset containing 2410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dracaena fragrans (L.) Ker Gawl."
 ]
}

 The dataset includes 2410 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011964-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zrjx8
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mongolia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Caltha L."
 ]
}

 The dataset includes 75 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011965-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26249/fk2/xedkb2
title: Fragebogen der ersten Befragungswelle des Arbeitswelt-Monitors

description: Fragebogen der ersten Befragungswelle (04-06/2020) des Arbeitswelt-Monitors in der integrierten Fassung
DOI: 10.15468/dl.wk4k68
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Allium obliquum L."
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011966-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzszjs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calandra sordida Dejean, 1835)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011967-250310093411724/datasets/export for details.
DOI: 10.15468/dl.w4kv3f
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Selenothrips rubrocinctus (Giard, 1901))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011968-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ea9tpp
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bagous affinis Hustache, 1926",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 70 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011969-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zy224t
title: Occurrence Download

description: A dataset containing 13749 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((30.19905 50.47543,30.30536 50.47543,30.30536 50.59872,30.19905 50.59872,30.19905 50.47543))"
 ]
}

 The dataset includes 13749 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011970-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egdemj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Thrips calcaratus Uzel, 1895)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011973-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3uh2gd
title: Occurrence Download

description: A dataset containing 13417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.6.4.2_1",
 "OccurrenceStatus is Present",
 "Year 2019-2020"
 ]
}

 The dataset includes 13417 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011974-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qms767
title: Occurrence Download

description: A dataset containing 780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Reticulitermes flavipes (Kollar, 1837))",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 780 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011975-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14018369
title: Dataset and Supporting Files for DPDGPT

description: ContextRico-DP: consists of 1,609 UI screenshots,1,524 mobile UIs with 13 dark pattern types and 1,871 instances, and 85 web UIs with 8 dark pattern types and 144 instances.

groundtruth.json: the ground truth of ContextRico-DP after correcting some labels.

DPfeatures.xlsx : the DP features we summary, including visual and textual features of Dark patterns.

correction.xlsx: a list of images that we have correct the label with, containing the image name, the original label, the new label, reason for correction.
DOI: 10.5281/zenodo.14018370
title: Datasets and Supporting Files for DPDGPT: Updated Labels, Features, and Ground Truths

description: CONTEXTDP_Ground_truth_info.json: Ground truth for CONTEXTDP after updating some of the labels.

UpdateLabels.xlsx: a list of images that we have updated the label with, containing the image name, the original label, the updated label, reason for update.

RICO_Ground_truth_info.json:Ground truth for RICODP after updating some of the labels.

DPfeatures.xlsx : the DP features we constructed, including visual and textual features.

CONTEXTDP_Web.zip: The CONTEXTDP_Web dataset we used, contains 84 UI screenshots,  7 DP categories, 143 DP instances

CONTEXTDP_Mobile.zip; The CONTEXTDP_Mobile dataset we used, contains 175 UI screenshots,  5 DP categories, 274 DP instances.

RicoDP.zip: The RICODP dataset we used, contains 1353 UI screenshots, 14 DP categories, 1603 DP instances.