cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30514907
title: Synthetic Mental Health Survey Dataset

description: <br>This dataset was designed as part of a thesis project on mental health prediction. The dataset includes synthetic demographic and psychological variables. Data were generated using Python code to simulate realistic patterns and scoring based on psychological constructs.This dataset was to develop a machine learning model for predicting severity of multiple mental health disorders & overall Mental Health Status based on survey responses and psychological features.
DOI: 10.6084/m9.figshare.30514907.v1
title: Synthetic Mental Health Survey Dataset

description: <br>This dataset was designed as part of a thesis project on mental health prediction. The dataset includes synthetic demographic and psychological variables. Data were generated using Python code to simulate realistic patterns and scoring based on psychological constructs.This dataset was to develop a machine learning model for predicting severity of multiple mental health disorders & overall Mental Health Status based on survey responses and psychological features.
DOI: 10.15468/dl.v38ckx
title: Occurrence Download

description: A dataset containing 1121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Apodemus agrarius"
 ]
}

 The dataset includes 1121 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012317-251025141854904/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.30514937
title: Paraquat Poisoning in Bangladesh Data set

description: Fatal self-poisoning with the herbicide paraquat has been a major global toxicology problem for decades in countries such as China and Sri Lanka, resolved only with bans. It is now becoming an emerging toxicological problem in India and Bangladesh. Although apparently common, few cases have been reported in the Bangladeshi literature.Data were collected in ten tertiary Bangladeshi hospitals serving more than 65% of the population. Data from December 2022 to December 2024 were collected prospectively from patient files. Data from 2014 to 2017 were collected retrospectively from hospital records. Data on annual use of paraquat were collected from the research and statistics wing of National Board of Revenue of Bangladesh
DOI: 10.6084/m9.figshare.30514937.v1
title: Paraquat Poisoning in Bangladesh Data set

description: Fatal self-poisoning with the herbicide paraquat has been a major global toxicology problem for decades in countries such as China and Sri Lanka, resolved only with bans. It is now becoming an emerging toxicological problem in India and Bangladesh. Although apparently common, few cases have been reported in the Bangladeshi literature.Data were collected in ten tertiary Bangladeshi hospitals serving more than 65% of the population. Data from December 2022 to December 2024 were collected prospectively from patient files. Data from 2014 to 2017 were collected retrospectively from hospital records. Data on annual use of paraquat were collected from the research and statistics wing of National Board of Revenue of Bangladesh
DOI: 10.15468/dl.w6udgb
title: Occurrence Download

description: A dataset containing 11536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "OccurrenceStatus is Present",
 "TaxonKey is Alnus",
 "Year 1000-2025"
 ]
}

 The dataset includes 11536 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012318-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34777/peay-xe10
title: Skill Extraction

description: This dataset is a collection of hard skill entities extracted from a corpus of resumes. It is designed to benchmark the differences in skill extraction performance between human annotators and automatic systems.
DOI: 10.15468/dl.4ybwnp
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calligonum mongolicum"
 ]
}

 The dataset includes 259 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012319-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17510500
title: Strengthening Environmental Law in Pakistan - Institutional, Policy, and Stakeholder Dimensions of Effective Governance
DOI: 10.57760/sciencedb.j00001.01462
title: Electric Power Consumption Spatial Distribution Maps of the Yangtze River Delta Urban Agglomeration at 1 km Resolution in 2020
title: 2020年长三角城市群电力消耗1 km分辨率空间分布图

description: This dataset is based on NPP/VIIRS low light remote sensing images from 2017 to 2021 and the K-Means clustering algorithm combining multiple indicators to classify and model cities in the Yangtze River Delta. Social and economic factors are integrated into the classification model to obtain an improved urban EPC classification model; Based on this model, a 1 km resolution EPC spatial distribution map of the Yangtze River Delta urban agglomeration in 2020 was simulated. This data provides a reference for finely characterizing the grid scale of urban agglomerations in EPC, and also provides scientific data support for regional energy allocation. 
description: This dataset is based on NPP/VIIRS low light remote sensing images from 2017 to 2021 and the K-Means clustering algorithm combining multiple indicators to classify and model cities in the Yangtze River Delta. Social and economic factors are integrated into the classification model to obtain an improved urban EPC classification model; Based on this model, a 1 km resolution EPC spatial distribution map of the Yangtze River Delta urban agglomeration in 2020 was simulated. This data provides a reference for finely characterizing the grid scale of urban agglomerations in EPC, and also provides scientific data support for regional energy allocation.
DOI: 10.15468/dl.gtszb9
title: Occurrence Download

description: A dataset containing 4051 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((89.99124 24.07885,94.40297 24.07885,94.40297 26.58102,89.99124 26.58102,89.99124 24.07885))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Russula"
 ]
}

 The dataset includes 4051 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012323-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.net8t8
title: Occurrence Download

description: A dataset containing 465 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Forchhammeria trifoliata"
 ]
}

 The dataset includes 465 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012322-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18751/climate/timeseries/chtm/1.0
title: CHTM: Area-mean temperatures of Switzerland

description: Area-mean temperatures for the territory of Switzerland for climate monitoring. The mean is estimated through a linear combination of temperature measurements at 19 stations for the periode 1864-today. Monthly values as well as seasonal and yearly aggregates are provided and regularely updated with the latest measurements.
DOI: 10.18751/climate/timeseries/chtm/1.1
title: CHTM: Area-mean temperature of Switzerland

description: An area-mean temperature for the territory of Switzerland for climate monitoring. The mean is estimated through a linear combination of temperature measurements at 19 stations for the periode 1864-today. Monthly values as well as seasonal and yearly aggregates are provided and regularely updated with the latest measurements.
DOI: 10.4121/e8e6861a-7ab0-4b6d-bd67-5f95029322c5
title: Supplementary data for the paper "Why psychologists should not default to Welch’s t-test instead of Student’s t-test (and why the Anderson–Darling test is an underused alternative)"

description: The choice between Student’s <em>t</em>-test (IT) and Welch’s t-test (WT) represents a central debate in statistical practice. This paper provides a re-evaluation of their performance by examining the combined effects of unequal variances, skewed distributions, and disparate sample sizes. For normal distributions, we confirm that the WT maintains the false positive rate close to the nominal level when sample sizes and standard deviations are unequal. However, the WT was found to yield inflated false positive rates under skewed distributions with unequal sample sizes. A complementary empirical study based on gender differences in two psychological scales corroborated these findings. Finally, we contend that the null hypothesis of unequal variances together with equal means is often implausible to begin with, and that empirically, a difference in means typically coincides with differences in variance and skewness. An additional analysis using the Kolmogorov-Smirnov and Anderson-Darling tests shows that examining entire distributions, rather than just their means, can provide a suitable alternative when facing unequal variances or skewed distributions. Given these results, researchers should remain cautious with software defaults favoring Welch’s test.
DOI: 10.18751/climate/timeseries/chtm/1.2
title: CHTM: Area-mean temperature of Switzerland

description: An area-mean temperature for the territory of Switzerland for climate monitoring. The mean is estimated through a linear combination of temperature measurements at 19 stations for the periode 1864-today. Monthly values as well as seasonal and yearly aggregates are provided and regularely updated with the latest measurements.
DOI: 10.15468/dl.74sukf
title: Occurrence Download

description: A dataset containing 420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Apodemus agrarius"
 ]
}

 The dataset includes 420 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012326-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18751/climate/timeseries/chtm/1.3
title: CHTM: Area-mean temperature of Switzerland

description: An area-mean temperature for the territory of Switzerland for climate monitoring. The mean is estimated through a linear combination of temperature measurements at 19 stations for the periode 1864-today. Monthly values as well as seasonal and yearly aggregates are provided and regularely updated with the latest measurements.
DOI: 10.18751/climate/timeseries/chtm/1.4
title: CHTM: Area-mean temperature of Switzerland

description: An area-mean temperature for the territory of Switzerland for climate monitoring. The mean is estimated through a linear combination of temperature measurements at 19 stations for the periode 1864-today. Monthly values as well as seasonal and yearly aggregates are provided and regularely updated with the latest measurements.
DOI: 10.15468/dl.5n7zxr
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "OccurrenceStatus is Present",
 "TaxonKey is Apium",
 "Year 1000-2025"
 ]
}

 The dataset includes 175 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012327-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.443pmr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Zapada (Plecoptera: Nemouridae), a stonefly genus new to the fauna of China"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012328-251025141854904/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/13594788
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17510553
title: Publication data for: "Long-term future Greenland ice loss determined by peak global warming"

description: Output of fully coupled CLIMBER-X model simulations for the next 10,000 years, with a dynamic Greenland ice sheet and interactive atmospheric CO2 and CH4 concentrations. The experiments are run under different SSP scenarios and for a range of equilibrium climate sensitivity (ECS) between 2 and 5°C in the model.

The simulations are performed with:- present-day prescribed Greenland ice sheet: fixice/- interactive Greenland ice sheet using the Yelmo ice sheet model: yelmo/- interactive Greenland ice sheet using the SICOPOLIS ice sheet model: sico/

Runs with prescribed present-day orbital parameters are in the directories *_fixorb/.

The output includes time series of global annual mean surface temperature (tg.nc), atmospheric CO2 concentration (co2.nc), atmospheric CH4 concentration (ch4.nc) and Greenland ice volume in meters of sea level equivalent (V_sle.nc).
DOI: 10.5281/zenodo.17510554
title: Publication data for: "Long-term future Greenland ice loss determined by peak global warming"

description: Output of fully coupled CLIMBER-X model simulations for the next 10,000 years, with a dynamic Greenland ice sheet and interactive atmospheric CO2 and CH4 concentrations. The experiments are run under different SSP scenarios and for a range of equilibrium climate sensitivity (ECS) between 2 and 5°C in the model.

The simulations are performed with:- present-day prescribed Greenland ice sheet: fixice/- interactive Greenland ice sheet using the Yelmo ice sheet model: yelmo/- interactive Greenland ice sheet using the SICOPOLIS ice sheet model: sico/

Runs with prescribed present-day orbital parameters are in the directories *_fixorb/.

The output includes time series of global annual mean surface temperature (tg.nc), atmospheric CO2 concentration (co2.nc), atmospheric CH4 concentration (ch4.nc) and Greenland ice volume in meters of sea level equivalent (V_sle.nc).
DOI: 10.6084/m9.figshare.30515771
title: Kanki Diabetes Manuscript Endocrinology Supplementary tables 1-3 2025

description: Kanki Diabetes Manuscript Endocrinology Supplementary tables 1-3 2025
DOI: 10.6084/m9.figshare.30515771.v1
title: Kanki Diabetes Manuscript Endocrinology Supplementary tables 1-3 2025

description: Kanki Diabetes Manuscript Endocrinology Supplementary tables 1-3 2025
DOI: 10.4121/e8e6861a-7ab0-4b6d-bd67-5f95029322c5.v5
title: Supplementary data for the paper "Why psychologists should not default to Welch’s t-test instead of Student’s t-test (and why the Anderson–Darling test is an underused alternative)"

description: The choice between Student’s <em>t</em>-test (IT) and Welch’s t-test (WT) represents a central debate in statistical practice. This paper provides a re-evaluation of their performance by examining the combined effects of unequal variances, skewed distributions, and disparate sample sizes. For normal distributions, we confirm that the WT maintains the false positive rate close to the nominal level when sample sizes and standard deviations are unequal. However, the WT was found to yield inflated false positive rates under skewed distributions with unequal sample sizes. A complementary empirical study based on gender differences in two psychological scales corroborated these findings. Finally, we contend that the null hypothesis of unequal variances together with equal means is often implausible to begin with, and that empirically, a difference in means typically coincides with differences in variance and skewness. An additional analysis using the Kolmogorov-Smirnov and Anderson-Darling tests shows that examining entire distributions, rather than just their means, can provide a suitable alternative when facing unequal variances or skewed distributions. Given these results, researchers should remain cautious with software defaults favoring Welch’s test.
DOI: 10.15468/dl.6x44h7
title: Occurrence Download

description: A dataset containing 17580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((115.43 40,115.5 40,115.5 40.05,115.43 40.05,115.43 40))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17580 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012330-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mpz72
title: Occurrence Download

description: A dataset containing 98141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "Year is 2024",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 98141 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012313-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17510630
title: Safeguarding Nature Through Legislation - An Analysis of Pakistan's Environmental Protection Mechanisms
DOI: 10.5281/zenodo.17510631
title: Safeguarding Nature Through Legislation - An Analysis of Pakistan's Environmental Protection Mechanisms
DOI: 10.15468/dl.h36yh6
title: Occurrence Download

description: A dataset containing 5212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "OccurrenceStatus is Present",
 "TaxonKey is Aralia",
 "Year 1000-2025"
 ]
}

 The dataset includes 5212 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012332-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jekcb2
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dichromanthus yucundaa"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012331-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.14210.34245
title: 2nd World Congress on Advances in Preventive Medicine and Public Health 2026. "Multiple sclerosis an chronic demyelinating disease and anesthesia management"
DOI: 10.15468/dl.3vpdv9
title: Occurrence Download

description: A dataset containing 2800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Year is 2010",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 2800 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012334-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbzdgu
title: Occurrence Download

description: A dataset containing 5295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myzus persicae"
 ]
}

 The dataset includes 5295 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012335-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26165/juelich-data/zjvfip
title: Data used in: Solving the Phase Problem of Diffraction: X-ray Standing Wave Imaging on Bismuthene/SiC(0001)

description: We provide here the raw data used to produce Figures in Niclas Tilgner, Susanne Wolff, Serguei Soubatch, Tien-Lin Lee, Fabian Göhler, F. Stefan Tautz, Thomas Seyller, Philip Schädlich, and Christian Kumpf, "Solving the Phase Problem of Diffraction: X-ray Standing Wave Imaging on Bismuthene/SiC(0001)" 2D Materials
DOI: 10.15468/dl.33e3rn
title: Occurrence Download

description: A dataset containing 420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((22.87239 55.29305,-45.97967 0.06009,33.0867 -43.06703,168.71008 -40.79717,151.68625 51.88828,22.87239 55.29305))",
 "TaxonKey is Dopatrium junceum"
 ]
}

 The dataset includes 420 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012336-251025141854904/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.30515810.v1
title: Kanki Diabetes Manuscript Endocrinology Supplementary tables 1-3 2025

description: Kanki Diabetes Manuscript Endocrinology Supplementary tables 1-3 2025 <br>
DOI: 10.6084/m9.figshare.30515810
title: Kanki Diabetes Manuscript Endocrinology Supplementary tables 1-3 2025

description: Kanki Diabetes Manuscript Endocrinology Supplementary tables 1-3 2025 <br>
DOI: 10.15468/dl.yxra8a
title: Occurrence Download

description: A dataset containing 288728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vaccinium uliginosum",
 "Year 1980-2025"
 ]
}

 The dataset includes 288728 records from 596 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012312-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aaqygf
title: Occurrence Download

description: A dataset containing 3647 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acyrthosiphon pisum"
 ]
}

 The dataset includes 3647 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012338-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbjzyk
title: Occurrence Download

description: A dataset containing 3050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Year is 2011",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 3050 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012340-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7m2hc
title: Occurrence Download

description: A dataset containing 11785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Salix babylonica"
 ]
}

 The dataset includes 11785 records from 627 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012339-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.