cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/wdh-r39-xev
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xx7-153-3ag
title: Tropites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xby-afv-e03
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/37e-lql-fkv
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h22-x2c-jv4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dmm-q3t-s6c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t62-akf-d4y
title: Sardinops

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ete-jfd-cka
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4x7-ayx-tj4
title: Dama dama mesopotamica (Brooke, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r3j-sbs-h9q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ca0-e1z-vd2
title: †Schellwienella Thomas, 1910

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ymn-l49-qd0
title: †Pseudosigmoilina antiqua (Franke, 1928)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1z9-yfk-8tw
title: Ursus arctos Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c5h-d8q-0cq
title: †Echinocorys ovatus (Leske, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0k7-hvm-npv
title: Isurus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9cd-n2l-c0y
title: Balanophyllia Wood, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ae3-72a-mtg
title: Neobythites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j7r-hbp-mr5
title: †Veenia (Veenia) Butler & Jones, 1957

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15312612
title: c150_7.2Gb Part 3

description: This is part 3 of the split dataset c150_7.2Gb.

To reconstruct the dataset, concatenate all parts:
```bash
cat c150_7.2Gb_part_* > c150_7.2Gb.tar.gz
tar -xzf c150_7.2Gb.tar.gz
```
DOI: 10.5281/zenodo.15312613
title: c150_7.2Gb Part 3

description: This is part 3 of the split dataset c150_7.2Gb.

To reconstruct the dataset, concatenate all parts:
```bash
cat c150_7.2Gb_part_* > c150_7.2Gb.tar.gz
tar -xzf c150_7.2Gb.tar.gz
```
DOI: 10.5281/zenodo.15468752
title: Retrieving all-weather precipitable water vapor using near-infrared and thermal infrared observations

description: This repository contains the data, generated data, and algorithm code used in our research paper. All users of this data or code are required to cite the following paper as acknowledgment of the original authors' work.

Citation:

Zheng Du, Bao Zhang, Yibin Yao, Qingzhi Zhao, Chaoqian Xu, Qi Zhang, Hongming Li, and Quanyu Chen. (2025). Retrieving all-weather precipitable water vapor using near-infrared and thermal infrared observations. International Journal of Applied Earth Observation and Geoinformation (under review). 

Zheng Du, Bao Zhang, Yibin Yao, Qingzhi Zhao, Chaoqian Xu, Qi Zhang, Hongming Li, and Quanyu Chen. (2025). Retrieving all-weather precipitable water vapor using near-infrared and thermal infrared observations. [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15468753

 

Files:

This repository includes the following files:

01_data/: Folder containing the raw data and generated data used in the study.

02_code/: Folder with the algorithm implementation and related scripts.

readme.txt: This file, containing instructions on how to use the data, code, and related information.

 

Contact Information

For any questions or suggestions, feel free to contact us at:

Email 1:  sggzb@whu.edu.cn

Email 2:  duzheng@whu.edu.cn

 

We are grateful to CDSE, IGRA, and ECMWF for providing the Sentinel-3B, radiosonde, and ERA5 data. We also thank Zenodo for sharing the GNSS PWV data (https://doi.org/10.5281/zenodo.6973528). This work was supported by the Basic Science Center Program of the National Natural Science Foundation of China (42388102), the Key Research and Development Program of Guangxi Province (AB24010144), the Nanning Science and Technology Major Program (20241027), the Fundamental Research Funds for the Central Universities (2042024kf0039), and the China Postdoctoral Science Foundation (GZC20241259).
DOI: 10.5281/zenodo.15468753
title: Retrieving all-weather precipitable water vapor using near-infrared and thermal infrared observations

description: This repository contains the data, generated data, and algorithm code used in our research paper. All users of this data or code are required to cite the following paper as acknowledgment of the original authors' work.

Citation:

Zheng Du, Bao Zhang, Yibin Yao, Qingzhi Zhao, Chaoqian Xu, Qi Zhang, Hongming Li, and Quanyu Chen. (2025). Retrieving all-weather precipitable water vapor using near-infrared and thermal infrared observations. International Journal of Applied Earth Observation and Geoinformation (under review). 

Zheng Du, Bao Zhang, Yibin Yao, Qingzhi Zhao, Chaoqian Xu, Qi Zhang, Hongming Li, and Quanyu Chen. (2025). Retrieving all-weather precipitable water vapor using near-infrared and thermal infrared observations. [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15468753

 

Files:

This repository includes the following files:

01_data/: Folder containing the raw data and generated data used in the study.

02_code/: Folder with the algorithm implementation and related scripts.

readme.txt: This file, containing instructions on how to use the data, code, and related information.

 

Contact Information

For any questions or suggestions, feel free to contact us at:

Email 1:  sggzb@whu.edu.cn

Email 2:  duzheng@whu.edu.cn

 

We are grateful to CDSE, IGRA, and ECMWF for providing the Sentinel-3B, radiosonde, and ERA5 data. We also thank Zenodo for sharing the GNSS PWV data (https://doi.org/10.5281/zenodo.6973528). This work was supported by the Basic Science Center Program of the National Natural Science Foundation of China (42388102), the Key Research and Development Program of Guangxi Province (AB24010144), the Nanning Science and Technology Major Program (20241027), the Fundamental Research Funds for the Central Universities (2042024kf0039), and the China Postdoctoral Science Foundation (GZC20241259).
DOI: 10.15468/dl.2badyk
title: Occurrence Download

description: A dataset containing 467 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Pterostichus corvinus (Dejean, 1828)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 467 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008781-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mcbeqb
title: Occurrence Download

description: A dataset containing 1003113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.5_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta",
 "Year 2020-2025"
 ]
}

 The dataset includes 1003113 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008776-250515123054153/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.29124333
title: Additional file 3 of Glucose release kinetics of different feed ingredients and their impact on short-term growth of pigs by influencing carbon-nitrogen supply synchronization

description: Additional file 3: Table S5. Analysis of metabolic functions of ASVs enriched in different treatments based on FAPROTAX.
DOI: 10.6084/m9.figshare.29124333.v1
title: Additional file 3 of Glucose release kinetics of different feed ingredients and their impact on short-term growth of pigs by influencing carbon-nitrogen supply synchronization

description: Additional file 3: Table S5. Analysis of metabolic functions of ASVs enriched in different treatments based on FAPROTAX.
DOI: 10.6084/m9.figshare.29124347
title: Additional file 1 of Differences in human skin volatiles between populations with high and low attraction to mosquitoes

description: Additional file 1: Table S1. The 698 volatile compounds were identified from the skin surfaces of the participants.
DOI: 10.6084/m9.figshare.29124347.v1
title: Additional file 1 of Differences in human skin volatiles between populations with high and low attraction to mosquitoes

description: Additional file 1: Table S1. The 698 volatile compounds were identified from the skin surfaces of the participants.
DOI: 10.6084/m9.figshare.29124350
title: Additional file 2 of Differences in human skin volatiles between populations with high and low attraction to mosquitoes

description: Additional file 2: Table S2. The 166 volatile molecules were screened with a delta RI &lt; 50.
DOI: 10.6084/m9.figshare.29124350.v1
title: Additional file 2 of Differences in human skin volatiles between populations with high and low attraction to mosquitoes

description: Additional file 2: Table S2. The 166 volatile molecules were screened with a delta RI &lt; 50.
DOI: 10.6084/m9.figshare.30653489
title: Additional file 1 of Harnessing engineered mesenchymal stem cell-derived extracellular vesicles for innovative cancer treatments

description: Supplementary Material 1.
DOI: 10.6084/m9.figshare.30653489.v1
title: Additional file 1 of Harnessing engineered mesenchymal stem cell-derived extracellular vesicles for innovative cancer treatments

description: Supplementary Material 1.
DOI: 10.15468/dl.jarvh6
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rytidosperma virescens",
 "HasCoordinate is true"
 ]
}

 The dataset includes 185 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044117-251025141854904/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.30653522
title: Additional file 7 of Identification and characterization of catalase genes involved in the response to heat stress in Tetranychus urticae (Acari: Tetranychidae)

description: Supplementary Material 7.
DOI: 10.6084/m9.figshare.30653522.v1
title: Additional file 7 of Identification and characterization of catalase genes involved in the response to heat stress in Tetranychus urticae (Acari: Tetranychidae)

description: Supplementary Material 7.
DOI: 10.6084/m9.figshare.30653525.v1
title: Additional file 1 of Radiolabeling of Angiostrongylus vasorum- and Crenosoma striatum larvae: a novel method using PET/CT to unveil larval migration in the gastropod intermediate host (Lissachatina fulica)

description: Supplementary Material 1. Fig. S1 pictures of first stage larvae of Crenosoma striatum and Angiostrongylus vasorum
DOI: 10.6084/m9.figshare.30653525
title: Additional file 1 of Radiolabeling of Angiostrongylus vasorum- and Crenosoma striatum larvae: a novel method using PET/CT to unveil larval migration in the gastropod intermediate host (Lissachatina fulica)

description: Supplementary Material 1. Fig. S1 pictures of first stage larvae of Crenosoma striatum and Angiostrongylus vasorum
DOI: 10.6084/m9.figshare.30653556
title: Additional file 2 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 2: Supplementary Table 1
DOI: 10.6084/m9.figshare.30653556.v1
title: Additional file 2 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 2: Supplementary Table 1
DOI: 10.6084/m9.figshare.30653559
title: Additional file 3 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 3: Supplementary Table 2
DOI: 10.6084/m9.figshare.30653559.v1
title: Additional file 3 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 3: Supplementary Table 2
DOI: 10.6084/m9.figshare.30653562
title: Additional file 4 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 4: Supplementary Table 3
DOI: 10.6084/m9.figshare.30653562.v1
title: Additional file 4 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 4: Supplementary Table 3
DOI: 10.6084/m9.figshare.30653565
title: Additional file 5 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 5: Supplementary Table 4
DOI: 10.6084/m9.figshare.30653565.v1
title: Additional file 5 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 5: Supplementary Table 4
DOI: 10.6084/m9.figshare.30653568
title: Additional file 6 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 6: Supplementary Table 5
DOI: 10.6084/m9.figshare.30653568.v1
title: Additional file 6 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 6: Supplementary Table 5
DOI: 10.6084/m9.figshare.30653571
title: Additional file 7 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 7: Supplementary Table 6
DOI: 10.6084/m9.figshare.30653571.v1
title: Additional file 7 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 7: Supplementary Table 6
DOI: 10.6084/m9.figshare.30653574
title: Additional file 8 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 8: Supplementary Table 7
DOI: 10.6084/m9.figshare.30653574.v1
title: Additional file 8 of YBX1 regulation of alveolar type II epithelial cells in idiopathic pulmonary fibrosis: mechanistic insights and small-molecule drug screening

description: Supplementary Material 8: Supplementary Table 7
DOI: 10.15468/dl.2y7ate
title: Occurrence Download

description: A dataset containing 3474 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-111.1188 25.94913, -110.9688 25.94913, -110.9688 26.09913, -111.1188 26.09913, -111.1188 25.94913))"
 ]
}

 The dataset includes 3474 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044118-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cswumc
title: Occurrence Download

description: A dataset containing 84291 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arundo donax"
 ]
}

 The dataset includes 84291 records from 986 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044058-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rearf
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia africana-caerulea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 127 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044119-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p659jj
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.9688 25.94913, -110.8188 25.94913, -110.8188 26.09913, -110.9688 26.09913, -110.9688 25.94913))"
 ]
}

 The dataset includes 71 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044121-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bq73yx
title: Occurrence Download

description: A dataset containing 762 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia austriaca",
 "HasCoordinate is true"
 ]
}

 The dataset includes 762 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044122-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/6gbh97
title: LACM Arabian Sea Collection 1994

description: This almost exclusively polychaete worm collection comes from Oman margin, Owen Basin. The R.R.S. "Discovery" Cruise 211 and funded by the U.K. Natural Environment Research Council with subsequent research funded by both NERC (Research Grant GR3/8927) and the Scottish Association for Marine Science (SAMS) at the Dunstaffnage Marine Laboratory.
DOI: 10.15468/dl.awscws
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.8188 25.94913, -110.6688 25.94913, -110.6688 26.09913, -110.8188 26.09913, -110.8188 25.94913))"
 ]
}

 The dataset includes 199 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044123-251025141854904/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.30653582
title: Frostbite Prevalence, Risk Factors, and CIVD-Based Screening Among Servicemen Stationed in Northern Subarctic/Alpine Regions: A Cross-sectional Survey

description: Frostbite remains a common cold injury in military units operating in severe climates, yet the epidemiology and physiologic screening markers for vulnerable personnel are not fully characterized. We conducted a cross-sectional study of 1,250 male servicemen stationed in northern subarctic/alpine regions, combining a structured questionnaire with anthropometry (skinfolds), estimated maximal oxygen uptake (VO2 max; Bruce protocol), and a standardized hand/foot cold-induced vasodilation (CIVD) protocol. Frostbite was reported by 688 participants (55.0%), predominantly first-degree; feet (78.1%) and hands (75.0%) were most affected, with incidents clustering between November and February at -20°C to -50 °C. In multivariable models, recruit status, southern origin before enlistment, and participation in field operational training were associated with higher odds of frostbite, whereas subcutaneous fat and VO2 max were not independent predictors. A unitless CIVD index summarizing response timing and magnitude discriminated frostbite status with an area under the ROC curve (AUC) of 0.778; at the Youden cut-off, sensitivity was 70.5% and specificity was 85.5%. These findings indicate a high frostbite burden concentrated during winter operational activities and support the practical utility of a simple CIVD index to identify high-risk individuals for targeted prevention and training. Prospective studies that integrate detailed exposure metrics and protective-equipment use are warranted to refine prediction and evaluate prevention strategies.
DOI: 10.6084/m9.figshare.30653582.v1
title: Frostbite Prevalence, Risk Factors, and CIVD-Based Screening Among Servicemen Stationed in Northern Subarctic/Alpine Regions: A Cross-sectional Survey

description: Frostbite remains a common cold injury in military units operating in severe climates, yet the epidemiology and physiologic screening markers for vulnerable personnel are not fully characterized. We conducted a cross-sectional study of 1,250 male servicemen stationed in northern subarctic/alpine regions, combining a structured questionnaire with anthropometry (skinfolds), estimated maximal oxygen uptake (VO2 max; Bruce protocol), and a standardized hand/foot cold-induced vasodilation (CIVD) protocol. Frostbite was reported by 688 participants (55.0%), predominantly first-degree; feet (78.1%) and hands (75.0%) were most affected, with incidents clustering between November and February at -20°C to -50 °C. In multivariable models, recruit status, southern origin before enlistment, and participation in field operational training were associated with higher odds of frostbite, whereas subcutaneous fat and VO2 max were not independent predictors. A unitless CIVD index summarizing response timing and magnitude discriminated frostbite status with an area under the ROC curve (AUC) of 0.778; at the Youden cut-off, sensitivity was 70.5% and specificity was 85.5%. These findings indicate a high frostbite burden concentrated during winter operational activities and support the practical utility of a simple CIVD index to identify high-risk individuals for targeted prevention and training. Prospective studies that integrate detailed exposure metrics and protective-equipment use are warranted to refine prediction and evaluate prevention strategies.