cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z492zx
title: Occurrence Download

description: A dataset containing 2317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scardinius erythrophthalmus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 1974"
 ]
}

 The dataset includes 2317 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012437-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/nzbt-86mk-kt0h
title: SHEBA: 2DC and 2DP Size Distribution Data. Version 1.0

description: This dataset consists of cloud particle size distributions from two wing-mounted instruments installed on the NCAR C-130 aircraft during SHEBA: the PMS Two-Dimensional Cloud probe (2D-C), and the PMS Two-Dimensional Precipitation probe (2D-P). The raw data were reprocessed in 2025 using the NCAR/MMM SODA-1 data processing software.
DOI: 10.15468/dl.2v4vh3
title: Occurrence Download

description: A dataset containing 241757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galium album",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 241757 records from 1235 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012418-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/2k2p-97r0-ds0f
title: 2DC and 2DP Size Distribution Data in NetCDF format. Version 1.1

description: This dataset consists of cloud particle size distributions from two wing-mounted instruments installed on the NCAR C-130 aircraft during ACE-1: the PMS Two-Dimensional Cloud probe (2D-C), and the PMS Two-Dimensional Precipitation probe (2D-P). The raw data were reprocessed in 2025 using the NCAR/MMM SODA-1 data processing software.
DOI: 10.15468/dl.sttnef
title: Occurrence Download

description: A dataset containing 600797 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Convolvulus arvensis"
 ]
}

 The dataset includes 600797 records from 3651 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012378-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjwsnm
title: Occurrence Download

description: A dataset containing 1600 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corydalis decumbens"
 ]
}

 The dataset includes 1600 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039550-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mk96x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinogobius brunneus",
 "Country is Kuwait",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039551-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16936168
title: PD-1 governs the innate-adaptive immune interface in tuberculosis: insights from single-cell and spatial transcriptomics

description: To investigate the role of PD-1 signaling in TB pathogenesis, we employed a well-established murine model of acute M.tb infection, wherein BALB/c mice were intravenously infected with a high dose of the attenuated M.tb strain H37Ra. To dissect the impact of PD-1 perturbation on immune cell dynamics, we employed a novel spatial transcriptomic platform to map the pulmonary immune landscapes at day 7 and  day 28 post Mycobacterium tuberculosis (M.tb) infection in response to different treatment regimens. 

The treatment regimens of PD-1 ablation are shown as follows:



1week infection: 1) WT mice + 7 days M.tb infection; 2) PD-1 gene knock out mice + 7 days M.tb infection; 3) WT mice + 7 days anti PD-1 antibody  + 7 days M.tb infection 

4 weeks infection: 1) WT mice + 28 days M.tb infection; 2) PD-1 gene knock out mice + 28 days M.tb infection; 3) WT mice + 28 days anti PD-1 antibody  + 28 days M.tb infection; 4) WT mice + 7 days anti PD-1 antibody (21-28 days post infection)  + 28 days M.tb infection


Our datasets including images, spatial gene matrix and spatial gene location.
DOI: 10.5281/zenodo.16936169
title: PD-1 governs the innate-adaptive immune interface in tuberculosis: insights from single-cell and spatial transcriptomics

description: To investigate the role of PD-1 signaling in TB pathogenesis, we employed a well-established murine model of acute M.tb infection, wherein BALB/c mice were intravenously infected with a high dose of the attenuated M.tb strain H37Ra. To dissect the impact of PD-1 perturbation on immune cell dynamics, we employed a novel spatial transcriptomic platform to map the pulmonary immune landscapes at day 7 and  day 28 post Mycobacterium tuberculosis (M.tb) infection in response to different treatment regimens. 

The treatment regimens of PD-1 ablation are shown as follows:



1week infection: 1) WT mice + 7 days M.tb infection; 2) PD-1 gene knock out mice + 7 days M.tb infection; 3) WT mice + 7 days anti PD-1 antibody  + 7 days M.tb infection 

4 weeks infection: 1) WT mice + 28 days M.tb infection; 2) PD-1 gene knock out mice + 28 days M.tb infection; 3) WT mice + 28 days anti PD-1 antibody  + 28 days M.tb infection; 4) WT mice + 7 days anti PD-1 antibody (21-28 days post infection)  + 28 days M.tb infection


Our datasets including images, spatial gene matrix and spatial gene location.
DOI: 10.15468/dl.4ckrmp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinogobius brunneus",
 "Country is Turkmenistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039552-250811113504898/datasets/export for details.
DOI: 10.15468/dl.qzwmy7
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinogobius brunneus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039553-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8x2hb
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crepis vesicaria",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 217 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039555-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqh6k6
title: Occurrence Download

description: A dataset containing 19741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crepis vesicaria",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19741 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039554-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rj9ezv
title: Occurrence Download

description: A dataset containing 623 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corydalis cheilanthifolia"
 ]
}

 The dataset includes 623 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039556-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6y5a2
title: Occurrence Download

description: A dataset containing 1327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ardea alba",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1327 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039557-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16934978
title: A global coral bleaching prediction dataset based on CMIP6
DOI: 10.5281/zenodo.16934979
title: A global coral bleaching prediction dataset based on CMIP6
DOI: 10.21227/cgzz-wy61
title: "Radiation Biomarker Screening and Dose Reconstruction based on Machine Learning"

description: "The dataset used for Article Radiation Biomarker Screening and Dose Reconstruction based on Machine Learning.The abstract of the article as: To address the urgent need for rapid and wide-range radiation biodosimetry in nuclear emergency medical response, this study established a powerful machine learning framework for biomarker screening and dose reconstruction. A multi-stage screening strategy integrating differential expression analysis, Spearman correlation filtering and Boruta algorithm was employed to identify 172 highly robust biomarkers from an initial pool of 25,654 genes. By utilizing a stacked ensemble machine learning approach, high-accuracy dose reconstruction was achieved across a broad range of 0-12 Gy, with an R$^2$ of 0.991 and an RMSE of 0.414 Gy, significantly outperforming conventional regression analysis and individual machine learning models. Further refinement reduced the gene panel to just 11 key markers while preserving reconstruction accuracy comparable to the full 172-gene model. Experimental validation via qRT-PCR confirmed the reliability of these biomarkers, demonstrating the framework's potential for translation into a field-deployable diagnostic platform for radiation exposure assessment."
DOI: 10.15468/dl.ngeyvn
title: Occurrence Download

description: A dataset containing 4167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phalacrocorax carbo",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4167 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039559-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xum8xk
title: Occurrence Download

description: A dataset containing 1871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phalacrocorax carbo",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1871 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039558-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9jetn
title: Occurrence Download

description: A dataset containing 29688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phalacrocorax carbo",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29688 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039560-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xaazsd
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039563-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9teqdz
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039561-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hf5y2u
title: Occurrence Download

description: A dataset containing 3029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3029 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039562-250811113504898/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.29975242
title: Fluorescence intensity measurements of 47 cocoons shell samples

description: This .xlsx file contains the fluorescence intensity values of 47 cocoon shell samples that are shown in Figure 1d of the study titled "Multiomics analysis of the Silkworm cocoon shell"
DOI: 10.6084/m9.figshare.29975242.v1
title: Fluorescence intensity measurements of 47 cocoons shell samples

description: This .xlsx file contains the fluorescence intensity values of 47 cocoon shell samples that are shown in Figure 1d of the study titled "Multiomics analysis of the Silkworm cocoon shell"
DOI: 10.15468/dl.dvkxuu
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron annuus",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 79 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039565-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpgwru
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039566-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wshh6d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039567-250811113504898/datasets/export for details.
DOI: 10.15468/dl.ubpxgn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039568-250811113504898/datasets/export for details.
DOI: 10.15468/dl.tw5qgj
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cygnus columbianus",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 253 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039570-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2uquh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039571-250811113504898/datasets/export for details.
DOI: 10.15468/dl.6cyr5c
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039572-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stcyub
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039573-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35s975
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scatophagus argus",
 "Country is Malta",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039574-250811113504898/datasets/export for details.
DOI: 10.15468/dl.bu28pb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scatophagus argus",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039575-250811113504898/datasets/export for details.
DOI: 10.15468/dl.mj8d83
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scatophagus argus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039576-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99jsde
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039577-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4xzsk
title: Occurrence Download

description: A dataset containing 1046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1046 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039578-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ze26r5
title: Occurrence Download

description: A dataset containing 1059 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1059 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039579-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.577pap
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficopomatus miamiensis",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039580-250811113504898/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/12853160
title: Medical Insurance Cost Dataset
DOI: 10.15468/dl.s82uv3
title: Occurrence Download

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 667 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039581-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9656q7
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 369 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039582-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pg4jcv
title: Occurrence Download

description: A dataset containing 3684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delairea odorata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3684 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039583-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5btqzt
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficopomatus uschakovi",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039584-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zaus4g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficopomatus uschakovi",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039585-250811113504898/datasets/export for details.