cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.tak6kn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pyrrhulina maxima)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025392-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8h7m4m
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.34_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Poanes aaroni",
 "Year 1971-1971"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025393-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6b4sc4
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxytropis caespitosula",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025394-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18167/dvn1/0zgjrc
title: A corpus of 1000 authentic SMS in French with spatial labels

description: Extract of 1000 authentic French SMS from a corpus of more than 88000 SMS (http://88milsms.huma-num.fr/). Spatial entities are tagged (with label). First, an automatic labelling approach based on text-mining techniques is applied in order to obtain the first corpus ("corpus1_automatic_labelling_1000SMS‧xml"). The second corpus ("corpus2_manual_labelling_1000SMS‧xml") has manual tags.
DOI: 10.15468/dl.7t2qzq
title: Occurrence Download

description: A dataset containing 9666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pycnonotus xanthorrhous)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 9666 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025395-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16568449
title: Data for: "A Halted Photodeposition Technique Controls Co-Catalyst Loading and Morphology on Organic Semiconductor Nanoparticles for Solar H2 Production"

description: Raw data (excel format) of data used to prepare Figures 1b, 2b,2c, 4a,4b from the artilce published at https://doi.org/10.1002/aenm.202403372
DOI: 10.5281/zenodo.16568450
title: Data for: "A Halted Photodeposition Technique Controls Co-Catalyst Loading and Morphology on Organic Semiconductor Nanoparticles for Solar H2 Production"

description: Raw data (excel format) of data used to prepare Figures 1b, 2b,2c, 4a,4b from the artilce published at https://doi.org/10.1002/aenm.202403372
DOI: 10.15468/dl.59pdy3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Labeo percivali)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025397-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8kffm
title: Occurrence Download

description: A dataset containing 3747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peganum harmala",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3747 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025396-250802193616735/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.26440963
title: YeastConvergence2025

description: Supplementary data for Convergent expansions of keystone gene families drive metabolic innovation in Saccharomycotina yeasts<b>SpeciesTree.txt - </b>time calibrated phylogeny used for all phylogenetic comparative methods<b>GeneFamilySize.txt - </b>table of gene family (orthogroup) size for every species<b>TraitMatrix.txt -</b> binary matrix of each metabolic trait across all species<b>OG0004465_generax_output.zip - </b>output directory of generax run for OG0004465 (<i>SUC</i>) gene family evolutionary history used in Fig. 2C<b>RegressionResults.txt - </b>Summary statistics for each modified phylogenetic logistic regression test<br>
DOI: 10.6084/m9.figshare.26440963.v1
title: YeastConvergence2025

description: Supplementary data for Convergent expansions of keystone gene families drive metabolic innovation in Saccharomycotina yeasts<b>SpeciesTree.txt - </b>time calibrated phylogeny used for all phylogenetic comparative methods<b>GeneFamilySize.txt - </b>table of gene family (orthogroup) size for every species<b>TraitMatrix.txt -</b> binary matrix of each metabolic trait across all species<b>OG0004465_generax_output.zip - </b>output directory of generax run for OG0004465 (<i>SUC</i>) gene family evolutionary history used in Fig. 2C<b>RegressionResults.txt - </b>Summary statistics for each modified phylogenetic logistic regression test<br>
DOI: 10.34740/kaggle/dsv/12702062
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.16758666
title: Rapid Evaluation of Glassy Carbon Electrode Surface with Machine Vision. Supporting Files.

description: Data and software used in "Rapid Evaluation of Glassy Carbon Electrode Surface with Machine Vision".

The following is included:data.zip : collected electrode images and electrochemical datasoftware.zip : all scripts used for processing and modeling the data, as well as the script for running the experiments
DOI: 10.5281/zenodo.16758667
title: Rapid Evaluation of Glassy Carbon Electrode Surface with Machine Vision. Supporting Files.

description: Data and software used in "Rapid Evaluation of Glassy Carbon Electrode Surface with Machine Vision".

The following is included:data.zip : collected electrode images and electrochemical datasoftware.zip : all scripts used for processing and modeling the data, as well as the script for running the experiments
DOI: 10.5281/zenodo.15388148
title: Identification of gut microbial bile acid metabolic enzymes via an Al-assisted pipeline

description: This record deposits necessary data for the Bile acid Enzyme Announcer Unit Tool (BEAUT) developed in the paper "Identification of gut microbial bile acid metabolic enzymes via an Al-assisted pipeline". After downloaded and decompressed the BEAUT_release_data.tar.gz file, 



Place the data/ directory under the root directory of BEAUT. It contains data necessary for developing the BEAUT model as well as screening the PRJNA28331 data set.

Place the data_augmentation_data/ under the BEAUT/data_augmentation/ folder and rename the data_augmentation_data/ directory to data/. It contains data for selection of augmentation samples based on substrate binding pocket similarity comparisons.  


The results.tar.gz file contains the results of pocket similarity calculations needed for reproducing the data augmentation workflow. Place the file under directory BEAUT/data_augmentation/PocketMatch and decompress the file. 

Reference to the original article:

Ding, Y.; Luo, X.; Guo, J.; Xing, B.; Lin, H.; Ma, H.; Li, M.; Ye, C.; Yan, S.; Lin, K.; Zhang, J.; Wang, Y.; Zhuo, Y.; Nie, Q.; Yang, D.; Zhang Z.; Pang Y.; Wang, K.; Pang, Y.; Ma, M.; Lai, L.; Jiang, C. Identification of gut microbial bile acid metabolic enzymes via an Al-assisted pipeline. DOI: 10.1016/j.cell.2025.07.017
DOI: 10.5281/zenodo.15388149
title: Identification of gut microbial bile acid metabolic enzymes via an Al-assisted pipeline

description: This record deposits necessary data for the Bile acid Enzyme Announcer Unit Tool (BEAUT) developed in the paper "Identification of gut microbial bile acid metabolic enzymes via an Al-assisted pipeline". After downloaded and decompressed the BEAUT_release_data.tar.gz file, 



Place the data/ directory under the root directory of BEAUT. It contains data necessary for developing the BEAUT model as well as screening the PRJNA28331 data set.

Place the data_augmentation_data/ under the BEAUT/data_augmentation/ folder and rename the data_augmentation_data/ directory to data/. It contains data for selection of augmentation samples based on substrate binding pocket similarity comparisons.  


The results.tar.gz file contains the results of pocket similarity calculations needed for reproducing the data augmentation workflow. Place the file under directory BEAUT/data_augmentation/PocketMatch and decompress the file. 

Reference to the original article:

Ding, Y.; Luo, X.; Guo, J.; Xing, B.; Lin, H.; Ma, H.; Li, M.; Ye, C.; Yan, S.; Lin, K.; Zhang, J.; Wang, Y.; Zhuo, Y.; Nie, Q.; Yang, D.; Zhang Z.; Pang Y.; Wang, K.; Pang, Y.; Ma, M.; Lai, L.; Jiang, C. Identification of gut microbial bile acid metabolic enzymes via an Al-assisted pipeline. DOI: 10.1016/j.cell.2025.07.017
DOI: 10.15468/dl.rpsr5x
title: Occurrence Download

description: A dataset containing 11323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pycnoptilus floccosus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 11323 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025398-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfm6vd
title: Occurrence Download

description: A dataset containing 69220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pycnonotus taivanus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 69220 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025381-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgn9vt
title: Occurrence Download

description: A dataset containing 24981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phragmites australis",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24981 records from 266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025400-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c52r3p91n
title: MassIVE MSV000098759 - Proteomic analysis of leaf of castor bean
title: 1234567890 1234567890 1234567890 1234567890 1234567890 1234567890
DOI: 10.5281/zenodo.15501927
title: Improving soil organic carbon sequestration through conservation tillage incorporating legume-based crop rotations
DOI: 10.5281/zenodo.15501928
title: Improving soil organic carbon sequestration through conservation tillage incorporating legume-based crop rotations
DOI: 10.15468/dl.bpve96
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rasbora aprotaenia)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 42 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025399-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gzrj5
title: Occurrence Download

description: A dataset containing 745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pycnopygius cinereus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 745 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025402-250802193616735/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.29645834
title: Determinants of Severe Stress in University Students: The Mediating Role of Physical and Psychological Symptoms in a Brazilian Cross-Sectional Study

description: Objective:This study aimed to evaluate the association between severe stress, its phases, and types of symptoms among undergraduate and graduate students at a Brazilian public university.Methods:A cross-sectional, comparative study was conducted in July 2023 using the Lipp Stress Symptom Inventory (LSSI) and a sociodemographic questionnaire. A total of 1,049 students participated (undergraduate group [UG]: 688; graduate group [GG]: 361). Statistical analyses included chi-square tests, Spearman’s correlation, and binary logistic regression, adjusted for sociodemographic variables associated with stress.Results:Both groups exhibited high stress levels, with undergraduate students (UG) showing a higher prevalence of severe stress (27.7%) compared to graduate students (GG) (22.7%). Psychological symptoms were more frequent and predictive of severe stress in both groups in the categorical analysis, which was not observed for physical symptoms. Binary logistic regression indicated consistent odds for severe stress in both groups, with GG standing out for both physical symptoms (OR=2.67) and psychological symptoms (OR = 2.23). In this group, stress was predominantly mediated by the exhaustion phase (OR=3.34), whereas in UG, it was mainly mediated by the resistance phase (OR=3.59).Conclusions:Psychological symptoms were more frequent than physical symptoms in both groups; however, the GG appeared to be more affected, although both types of symptoms were determinants of severe stress. The exhaustion phase was the main predictor of severe stress in the GG, whereas the resistance phase mediated stress in the UG. Institutions should prioritize structural and psychosocial support policies to mitigate academic stress and promote mental well-being across diverse student populations. <br>
DOI: 10.6084/m9.figshare.29645834.v2
title: Determinants of Severe Stress in University Students: The Mediating Role of Physical and Psychological Symptoms in a Brazilian Cross-Sectional Study

description: Objective:This study aimed to evaluate the association between severe stress, its phases, and types of symptoms among undergraduate and graduate students at a Brazilian public university.Methods:A cross-sectional, comparative study was conducted in July 2023 using the Lipp Stress Symptom Inventory (LSSI) and a sociodemographic questionnaire. A total of 1,049 students participated (undergraduate group [UG]: 688; graduate group [GG]: 361). Statistical analyses included chi-square tests, Spearman’s correlation, and binary logistic regression, adjusted for sociodemographic variables associated with stress.Results:Both groups exhibited high stress levels, with undergraduate students (UG) showing a higher prevalence of severe stress (27.7%) compared to graduate students (GG) (22.7%). Psychological symptoms were more frequent and predictive of severe stress in both groups in the categorical analysis, which was not observed for physical symptoms. Binary logistic regression indicated consistent odds for severe stress in both groups, with GG standing out for both physical symptoms (OR=2.67) and psychological symptoms (OR = 2.23). In this group, stress was predominantly mediated by the exhaustion phase (OR=3.34), whereas in UG, it was mainly mediated by the resistance phase (OR=3.59).Conclusions:Psychological symptoms were more frequent than physical symptoms in both groups; however, the GG appeared to be more affected, although both types of symptoms were determinants of severe stress. The exhaustion phase was the main predictor of severe stress in the GG, whereas the resistance phase mediated stress in the UG. Institutions should prioritize structural and psychosocial support policies to mitigate academic stress and promote mental well-being across diverse student populations. <br>
DOI: 10.6084/m9.figshare.29645834.v1
title: Levels of Emotional and Physical Stress Symptoms Among Undergraduate and Graduate Students in Brazil: A Comparative Cross-Sectional Study

description: This study aimed to compare stress levels, symptoms, and phases among undergraduate and graduate students in a Brazilian public university.<b>Methods:</b>A cross-sectional, comparative study was conducted in July 2023 using the Lipp Stress Symptom Inventory (LSSI) and a sociodemographic questionnaire. A total of 1,049 students participated (688 undergraduates’ group [UG]; 361 graduates’ group [GG]). Statistical analyses included chi-square tests, Spearman’s correlation, and binary logistic regression, adjusted for sociodemographic variables associated with stress.<b>Results:</b>Both groups exhibited high levels of stress, with undergraduates presenting a greater prevalence of severe stress (27.7%) compared to GG (22.7%). Younger age, lower income (UG), and working while studying (GG) were associated with higher stress. The exhaustion phase showed the strongest association with severe stress, especially among GG (OR=13.15). Physical symptoms were more predictive of severe stress in the GG.<b>Conclusions:</b>Distinct profiles of stress were identified between academic levels. The phases of resistance and exhaustion, and the intensity of physical symptoms, were key predictors of severe stress, especially in GG.
DOI: 10.15468/dl.jquy9m
title: Occurrence Download

description: A dataset containing 19574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Asclepias viridis"
 ]
}

 The dataset includes 19574 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025403-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyjwhp
title: Occurrence Download

description: A dataset containing 879 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pycnopygius ixoides)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 879 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025404-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgvnau
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago minuta",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 375 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025405-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mb6u8h
title: Occurrence Download

description: A dataset containing 1172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pycnopygius stictocephalus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1172 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025407-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82wvcu
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mastacembelus erythrotaenia)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 19 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025408-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6w3sm9
title: Occurrence Download

description: A dataset containing 7489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.91095 63.11031,-81.45185 62.5563,-81.09222 55.29966,-81.90976 45.72632,-80.68345 44.76704,-79.50042 43.31936,-77.29893 43.37185,-76.82977 43.65974,-74.88092 44.97654,-71.56065 44.97654,-70.47795 45.7625,-69.15569 46.77355,-63.95448 47.41176,-60.25122 48.7763,-56.16487 51.63573,-53.4832 53.95156,-62.08612 60.22671,-67.15384 61.26671,-72.12021 62.8802,-78.91095 63.11031))",
 "HasGeospatialIssue is false",
 "TaxonKey is Phragmites australis"
 ]
}

 The dataset includes 7489 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025406-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gz6tqv
title: Occurrence Download

description: A dataset containing 17831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pygarrhichas albogularis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 17831 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025409-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwyus2
title: Occurrence Download

description: A dataset containing 162050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pycnonotus xanthopygos)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 162050 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025390-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.