cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15528822
title: Supplemental Data for Cerling et al 2025 (Ivory and Sr isotopes)

description: This is a zipped file that contains the input geospatial data and the processing code (R script) to reproduce figures used in the Cerling et al. (2025) paper for Ivory tracking using Sr isotopes.
DOI: 10.5281/zenodo.15528823
title: Supplemental Data for Cerling et al 2025 (Ivory and Sr isotopes)

description: This is a zipped file that contains the input geospatial data and the processing code (R script) to reproduce figures used in the Cerling et al. (2025) paper for Ivory tracking using Sr isotopes.
DOI: 10.25919/pyqs-6574
title: Merged SNP Dataset: Vavilov and OzWheat Panels Imputed with OzWheat V1 (GRDC RustHapSelect Project)

description: This collection contains a merged SNP dataset from the Vavilov and OzWheat (panel 1 and 2) populations. OzWheat V1 SNP data was used as the reference population to impute missing SNPs in Vavilov and OzWheat V2 SNP data. This data was generated as part of GRDC project: ACRCP Phase 5: Optimising genetic control of wheat rusts through development of RustHapSelect (ref: CSP2304-013RTX). In this project we aim to validate a new approach to bring effective and durable rust resistance loci into elite high-yielding backgrounds much faster. This will ensure breeder take-up of this material free of deleterious background effects and increase adult plant resistance in Australian wheat varieties. Applying novel genomic selection techniques to identify resistance sources in two wheat diversity panels, Vavilov diversity panel (295 lines) and the OzWheat diversity panel (589 lines) and optimise crossing strategies to introgress into new cultivars.
DOI: 10.15468/dl.gwbc27
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caragana kansuensis"
 ]
}

 The dataset includes 81 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046392-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17705755
title: AMSR-E/2 Ice Surface Temperature of the Antarctic and Greenland Ice Sheets in 2003-2014

description: 1. Overview

This dataset provides daily daytime and nighttime ice surface temperature (IST) over Antarctica and Greenland during 2003-2024. The data are retrieved from AMSR-E/2 brightness temperature observations using spatiotemporal random forest model. MODIS LST data was taken as the reference, and DEM, landcover, latitude, and polar day and night are included as the parameters for model construction. The mean RMSE between AMSR IST and MODIS LST are within 1 K for both ice sheets. Compared with in situ observations, the AMSR-E/2 IST is slightly less accurate than MODIS, with discrepancies within 1 K in Antarctica and 2 K in Greenland.

It is the first long-term microwave IST dataset with seamless coverage, which overcome the serious data gaps issue caused by cloud cover in thermal infrared temperature data such as that from MODIS. This dataset is developed to support polar climate monitoring and the assessment of ice-sheet surface melting dynamics.

2. Data Description



Data format: GeoTIFF

Spatial coverage: Antarctica and Greenland

Temporal coverage: 2003/01/01-2011/09/27 (AMSR-E IST), 2012/07/03-2014/12/31 (AMSR2 IST)

Spatial resolution: 25 km (AMSR-E IST), 10 km (AMSR2 IST)

Unit: Kelvin Temperature (K)

Filename format: AMSR_LST_[orbit]_[yyyymmdd]:



[orbit] has two values, namely A and D. A is for Ascending (daytime), and D is for Descending (nighttime).

[yyyymmdd] represents the date format.  e.g., 20030112, Year: 2003, Month: 01, Day: 12.




For questions or collaboration, please contact: Zhang, Quan (zhangquanzq@nwu.edu.cn)
DOI: 10.5281/zenodo.17705756
title: AMSR-E/2 Ice Surface Temperature of the Antarctic and Greenland Ice Sheets in 2003-2014

description: 1. Overview

This dataset provides daily daytime and nighttime ice surface temperature (IST) over Antarctica and Greenland during 2003-2024. The data are retrieved from AMSR-E/2 brightness temperature observations using spatiotemporal random forest model. MODIS LST data was taken as the reference, and DEM, landcover, latitude, and polar day and night are included as the parameters for model construction. The mean RMSE between AMSR IST and MODIS LST are within 1 K for both ice sheets. Compared with in situ observations, the AMSR-E/2 IST is slightly less accurate than MODIS, with discrepancies within 1 K in Antarctica and 2 K in Greenland.

It is the first long-term microwave IST dataset with seamless coverage, which overcome the serious data gaps issue caused by cloud cover in thermal infrared temperature data such as that from MODIS. This dataset is developed to support polar climate monitoring and the assessment of ice-sheet surface melting dynamics.

2. Data Description



Data format: GeoTIFF

Spatial coverage: Antarctica and Greenland

Temporal coverage: 2003/01/01-2011/09/27 (AMSR-E IST), 2012/07/03-2014/12/31 (AMSR2 IST)

Spatial resolution: 25 km (AMSR-E IST), 10 km (AMSR2 IST)

Unit: Kelvin Temperature (K)

Filename format: AMSR_LST_[orbit]_[yyyymmdd]:



[orbit] has two values, namely A and D. A is for Ascending (daytime), and D is for Descending (nighttime).

[yyyymmdd] represents the date format.  e.g., 20030112, Year: 2003, Month: 01, Day: 12.




For questions or collaboration, please contact: Zhang, Quan (zhangquanzq@nwu.edu.cn)
DOI: 10.15468/dl.zqp563
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anelassorhynchus sabinus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046393-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17892969
title: Electric Current (CRVD)

description: electric current is the propagation of a directional geometric structure through a material medium.
DOI: 10.5281/zenodo.17892968
title: Electric Current (CRVD)

description: electric current is the propagation of a directional geometric structure through a material medium.
DOI: 10.15468/dl.d3zfng
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anelassorhynchus vegrandis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046394-251120083545085/datasets/export for details.
DOI: 10.15468/dl.fndjgp
title: Occurrence Download

description: A dataset containing 2642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Fejervarya limnocharis",
 "Year 2024-2025"
 ]
}

 The dataset includes 2642 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046395-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y95pjr
title: Occurrence Download

description: A dataset containing 1652358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Progne subis)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1652358 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046377-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x963rw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalassema diaphanes",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046396-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ae5taj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalassema fuscum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046398-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17892917
title: Carbonate rock weathering drives soil microbial-derived carbon formation and stabilization
DOI: 10.5281/zenodo.17892918
title: Carbonate rock weathering drives soil microbial-derived carbon formation and stabilization
DOI: 10.5281/zenodo.17889431
title: Evaluation of Superiority of LiDAR-Derived Data for Flood Inundation and Hydraulic Modeling in Kabul River Basin

description: This research data includes all data used in the research paper.
DOI: 10.5281/zenodo.17889430
title: Evaluation of Superiority of LiDAR-Derived Data for Flood Inundation and Hydraulic Modeling in Kabul River Basin

description: This research data includes all data used in the research paper.
DOI: 10.5281/zenodo.17893037
title: جریان الکتریسیته

description:  جریان الکتریسیته ،نه حاصل حرکت بار، بلکه نتیجٔه انتشار یک ساختار هندسی جهتدار در شبکه ماده است. این

انتشار ناشی از تغییرات پایدار در توزیع حجم و تنشهای ساختاری در محیط است
DOI: 10.5281/zenodo.17893038
title: جریان الکتریسیته

description:  جریان الکتریسیته ،نه حاصل حرکت بار، بلکه نتیجٔه انتشار یک ساختار هندسی جهتدار در شبکه ماده است. این

انتشار ناشی از تغییرات پایدار در توزیع حجم و تنشهای ساختاری در محیط است
DOI: 10.15468/dl.pzuep2
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caragana grandiflora"
 ]
}

 The dataset includes 285 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046400-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqh9sj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalassema hartmani",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046401-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49rrx8
title: Occurrence Download

description: A dataset containing 1224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Microhyla fissipes",
 "Year 2024-2025"
 ]
}

 The dataset includes 1224 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046402-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9y7e2
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caragana densa"
 ]
}

 The dataset includes 212 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046403-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49wqnj
title: Occurrence Download

description: A dataset containing 98671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 39.085278",
 "DecimalLatitude is less than or equal to 44.085278",
 "DecimalLongitude is greater than or equal to 115.0",
 "DecimalLongitude is less than or equal to 120.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 98671 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046388-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqr6yb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((27.74559 -7.82252,119.63048 -7.82252,119.63048 28.91381,27.74559 28.91381,27.74559 -7.82252))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chlorophyllum palaeotropicum"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046404-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mt7a6y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalassema jenniferae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046405-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17890663
title: Stimulated Data for "Development and Validation of a Computer-Based Battery for Assessing Executive Function of Preschool Children in China: Score Development, Reliability, and Validity"

description: This repository contains the stimulated data for the study: "Development and Validation of a Computer-Based Battery for Assessing Executive Function of Preschool Children in China: Score Development, Reliability, and Validity". This project provides the complete analytical pipeline for: 



IRT model development and parameter estimation

Descriptive analysis for baseline characteristics and task score

Validity analysis (construct validity, criterion validity, measurement invariance)

Reliability analysis (internal consistency, test-retest reliability, longitudinal measurement invariance)


The data files contains:



Table_1_scale_characteristics.xlsx - Scale variable descriptions

Table_2_demo_characteristics.xlsx - Demographic variable descriptions

Table_3_task_characteristics.xlsx - Game task variable descriptions

Table_4_stimulated_game and scale data.csv - Synthetic demographic, scale scores, and game performance data

Table_5_stimulated_game_data.csv - Synthetic game task-level performance records
DOI: 10.5281/zenodo.17890664
title: Stimulated Data for "Development and Validation of a Computer-Based Battery for Assessing Executive Function of Preschool Children in China: Score Development, Reliability, and Validity"

description: This repository contains the stimulated data for the study: "Development and Validation of a Computer-Based Battery for Assessing Executive Function of Preschool Children in China: Score Development, Reliability, and Validity". This project provides the complete analytical pipeline for: 



IRT model development and parameter estimation

Descriptive analysis for baseline characteristics and task score

Validity analysis (construct validity, criterion validity, measurement invariance)

Reliability analysis (internal consistency, test-retest reliability, longitudinal measurement invariance)


The data files contains:



Table_1_scale_characteristics.xlsx - Scale variable descriptions

Table_2_demo_characteristics.xlsx - Demographic variable descriptions

Table_3_task_characteristics.xlsx - Game task variable descriptions

Table_4_stimulated_game and scale data.csv - Synthetic demographic, scale scores, and game performance data

Table_5_stimulated_game_data.csv - Synthetic game task-level performance records
DOI: 10.5281/zenodo.17893144
title: Photoelectric Phenomenon

description: The CRVD framework successfully addresses the photoelectric phenomenon by

fundamentally shifting the interpretation from energy transfer to mechanical

volumetric momentum dynamics
DOI: 10.5281/zenodo.17893145
title: Photoelectric Phenomenon

description: The CRVD framework successfully addresses the photoelectric phenomenon by

fundamentally shifting the interpretation from energy transfer to mechanical

volumetric momentum dynamics
DOI: 10.15468/dl.79ct7v
title: Occurrence Download

description: A dataset containing 1828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Hylarana latouchii",
 "Year 2024-2025"
 ]
}

 The dataset includes 1828 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046406-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3hz6j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalassema liliae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046407-251120083545085/datasets/export for details.
DOI: 10.34740/kaggle/dsv/14102934
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.enfbkw
title: Occurrence Download

description: A dataset containing 629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "GadmGid is IDN.31_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Fabaceae"
 ]
}

 The dataset includes 629 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046408-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17855175
title: Global coral reefs marine heatwave induced thermal stress database (1982-2024)

description: This publicly available dataset offers a global assessment of marine heatwave-induced thermal stress metrics for coral reefs at the reef-pixel scale (~25 km) level from 1982 to 2024. It enhances understanding of how climate change impacts coral reef ecosystems by analyzing marine heatwaves and related thermal stress conditions over more than four decades. Jupyter notebooks and data to reproduce the figures in the submitted manuscript titled "Global Coral Reef Thermal Stress: Patterns, Trends, and Emerging Regimes" in Environmental Research Letters: Climate by Busireddy et al. (2025) are provided here.
description: When running the code in a Jupyter Notebook, users will be prompted to enter the directory path where the dataset CSV file (e.g., Global_coral_reefs_thermal_stress_metrics_1982_2024.csv) is located. After typing the path, press Enter to proceed. If the input is left blank, the script automatically defaults to the current working directory.
DOI: 10.15468/dl.eua5bs
title: Occurrence Download

description: A dataset containing 1284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sylvirana guentheri",
 "Year 2024-2025"
 ]
}

 The dataset includes 1284 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046409-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2d2rwq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalassema malakhovi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046410-251120083545085/datasets/export for details.
DOI: 10.15468/dl.afhv83
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalassema marshalli",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046411-251120083545085/datasets/export for details.
DOI: 10.15468/dl.e8vave
title: Occurrence Download

description: A dataset containing 2232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Polypedates megacephalus",
 "Year 2024-2025"
 ]
}

 The dataset includes 2232 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046412-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9guhk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalassema mortenseni",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046413-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17893259
title: پدیده فوتوالکتریک در چارچوب CRVD

description: سی آر وی دی.  یک مدل ساختاری بر جهان است که در آن  بنیادیترین کمیت فیزیکی، نه انرژی یا جرم، بلکه «حجم قابل تزریق» است که با نرخ و جهتگیری خاصی در فضا-زمان ایجاد میشود. این پدیده نه نتیجٔه انتقال انرژی، بلکه حاصل تزریق حجم جهتدار و تمرکز هم مکان این تزریقها است که منجر به تغییرات ساختاری در خواص ماده میشود
DOI: 10.5281/zenodo.17893260
title: پدیده فوتوالکتریک در چارچوب CRVD

description: سی آر وی دی.  یک مدل ساختاری بر جهان است که در آن  بنیادیترین کمیت فیزیکی، نه انرژی یا جرم، بلکه «حجم قابل تزریق» است که با نرخ و جهتگیری خاصی در فضا-زمان ایجاد میشود. این پدیده نه نتیجٔه انتقال انرژی، بلکه حاصل تزریق حجم جهتدار و تمرکز هم مکان این تزریقها است که منجر به تغییرات ساختاری در خواص ماده میشود
DOI: 10.15468/dl.pe88nw
title: Occurrence Download

description: A dataset containing 1466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bufo bankorensis",
 "Year 2024-2025"
 ]
}

 The dataset includes 1466 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046414-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7z83e
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalassema owstoni",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046415-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.