cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30205843
title: Wrangled cnidarian single cell datasets for Price et al. (2025)

description: Wrangled single cell datasets for <i>Hydractinia symbiolongicarpus </i>(Schnitzler <i>et al</i>., 2024, doi: 10.1101/gr.278382.123), <i>Clytia hemisphaerica</i> (Chari <i>et al.</i>, 2021, doi: 10.1126/sciadv.abh168), and<i> Hydra vulgaris</i> (Siebert <i>et al</i>., 2019, doi: 10.1126/science.aav9314; Cazet <i>et al</i>., 2023, doi: 10.1101/gr.277040.122). The Seurat objects contain the raw UMI matrix (in "RNA" assay, counts slot) and corresponding cell type annotations (in the meta.data slot) for each cell barcode in the matrix. The FASTA files contain the amino acid sequences of the genes in the corresponding UMI matrix, with 1 sequence per gene ID. The <i>Clytia</i> dataset is the subset of fed cells from Chari <i>et al.</i> (2021).<br><br>This data has been published for Price <i>et al.</i> (2025), <i>Molecular Biology and Evolution, </i>msaf248<i>, </i>doi: https://doi.org/10.1093/molbev/msaf248.
DOI: 10.6084/m9.figshare.30205843.v1
title: Wrangled cnidarian single cell datasets for Price et al. (2025)

description: Wrangled single cell datasets for <i>Hydractinia symbiolongicarpus </i>(Schnitzler <i>et al</i>., 2024, doi: 10.1101/gr.278382.123), <i>Clytia hemisphaerica</i> (Chari <i>et al.</i>, 2021, doi: 10.1126/sciadv.abh168), and<i> Hydra vulgaris</i> (Siebert <i>et al</i>., 2019, doi: 10.1126/science.aav9314; Cazet <i>et al</i>., 2023, doi: 10.1101/gr.277040.122). The Seurat objects contain the raw UMI matrix (in "RNA" assay, counts slot) and corresponding cell type annotations (in the meta.data slot) for each cell barcode in the matrix. The FASTA files contain the amino acid sequences of the genes in the corresponding UMI matrix, with 1 sequence per gene ID. The <i>Clytia</i> dataset is the subset of fed cells from Chari <i>et al.</i> (2021).<br><br>This data has been published for Price <i>et al.</i> (2025), <i>Molecular Biology and Evolution, </i>msaf248<i>, </i>doi: https://doi.org/10.1093/molbev/msaf248.
DOI: 10.15468/dl.wju46u
title: Occurrence Download

description: A dataset containing 850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 {
 "or" : [
 "Geometry POLYGON((-117.34912 9.66008,-80.94846 9.66008,-80.94846 33.87324,-117.34912 33.87324,-117.34912 9.66008))",
 "Geometry POLYGON((-117.22489 15.25425,-85.54513 15.25425,-85.54513 32.33074,-117.22489 32.33074,-117.22489 15.25425))"
 ]
 },
 "HasGeospatialIssue is false",
 "TaxonKey is Crotalus basiliscus"
 ]
}

 The dataset includes 850 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041827-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/z9ne-kh92-rj0g
title: ECMWF 125km Assimilated Products Imagery - CO Global Surface. Version 1.0

description: This dataset contains global ECMWF 125km Assimilated Products Imagery of surface Carbon Monoxide taken during the HIPPO-2 project. The imagery are in GIF format. The imagery cover the time span from 2009-10-26 00:00:00 to 2009-11-25 00:00:00.
DOI: 10.15468/dl.qat4te
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chonemorpha verrucosa",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041828-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/2b5m-bhby-y80c
title: ECMWF 125km Assimilated Products Imagery - GEMS O3 Global Surface. Version 1.0

description: This dataset contains global ECMWF 125km Assimilated Products Imagery of surface GEMS ozone taken during the HIPPO-2 project. The imagery are in GIF format. The imagery cover the time span from 2009-10-26 00:00:00 to 2009-11-25 00:00:00.
DOI: 10.15468/dl.pymsuy
title: Occurrence Download

description: A dataset containing 850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-117.14462 14.48854,-85.97172 14.48854,-85.97172 32.4976,-117.14462 32.4976,-117.14462 14.48854))",
 "HasGeospatialIssue is false",
 "TaxonKey is Crotalus basiliscus"
 ]
}

 The dataset includes 850 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041829-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17059685
title: Supplementary food-system data for "The EAT-Lancet Commission on healthy, sustainable, and just food systems" (Lancet, 2025)

description: The data contain global estimates with country-level detail of food consumption and production, and food-related environmental and planertary-boundary impacts for benchmark and EAT-Lancet flexitarian diets for the years 2010, 2020, 2030, 2040, and 2050. 

The analysis was conducted with the biophyscial input-output model DIA-GIO whose methods are described by Springmann and colleagues (Nature 2018, https://doi.org/10.1038/s41586-018-0594-0).
DOI: 10.5281/zenodo.17059785
title: Supplementary intake data for "The EAT-Lancet Commission on healthy, sustainable, and just food systems" (Lancet, 2025)

description: The data contain global estimates of the gap in consumption between current diets amongst adults and the mean values of the EAT-Lancet reference values.
DOI: 10.15468/dl.tg9un4
title: Occurrence Download

description: A dataset containing 31351 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chilomycterus schoepfii"
 ]
}

 The dataset includes 31351 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041830-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17209861
title: AVAIRES: A Novel Airflow Velocity Assay to Rapidly Monitor the Integrity of the Aerosol Evacuation System Within a Flow Cytometer

description: Data associated to manuscript: AVAIRES: A Novel Airflow Velocity Assay to Rapidly Monitor the Integrity of the Aerosol Evacuation System Within a Flow Cytometer.
DOI: 10.26023/wwwz-mpcd-6102
title: Pre-INDOEX: CLASS Soundings. Version 1.0

description: Radiosondes launched during the Pre-Indian Ocean Experiment (pre-INDOEX). Datasets are provided in ascii and binary format, each format contained in a single tar file. Soundings were done aboard the ship Sagar Kanya.
DOI: 10.15468/dl.fktx6c
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tylophora congolana",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041831-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/7bzp-ngpy-wg0b
title: NRC Convair 580 Composite Liquid and Ice Size Distribution Data. Version 1.0

description: Composite liquid and ice particle size distributions as measured by several instruments that were onboard the NRC Convair 580 aircraft for the ICICLE (In-Cloud ICing and Large-drop Experiment) campaign. The flights were out of Rockford, Illinois and took place over the western Great Lakes and surrounding plains region. The data are in NetCDF format.
DOI: 10.15468/dl.sabk5t
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chamaepentas nobilis",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041832-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18739/a2445hf35
title: Predicting Commodity Flow Shifts in Global Supply Chains under Changing Arctic Conditions, 2022-2065

description: With climate change has come a thawing of Arctic sea ice, creating a growing possibility of increasingly passable Arctic waters for longer periods of each year. This change creates opportunity for logistical alternatives in support of global supply chains (SCs), and potential for realignment of raw material and middle-product suppliers in manufacturing. This paper presents a methodology for predicting how SC might restructure with the opening of the Arctic passageways.
 A stacked machine learning method that represents the multi-echelon, multi-commodity SC with only publicly available data is applied in predicting future trade flow changes.
 The method was applied to predict changes in the SC for lithium-ion battery production under predicted future sailing conditions in the Arctic waters. Results of the case study suggest that Arctic routes could drive significant changes in trade patterns between nations, and therefore changes in SC structure. These changes could encourage countries like Germany to reduce reliance on certain exporters (e.g., China) in favor of closer or more cost-effective trading partners, such as Korea, Japan, and Poland.
 This paper applies machine learning techniques to predict how changing Arctic conditions might impact global SC structure in the future and illustrates the methodology’s capabilities for an import product: lithium-ion batteries used in electric vehicles.
DOI: 10.26023/da0e-s4q1-mj08
title: T-PARC: NRL P-3 Navigation, State Parameter, and Microphysics LRT (1sps) Data. Version 1.0

description: This dataset contains airborne measurements obtained aboard the NRL P-3 during the THORPEX Pacific Asian Regional Campaign. This dataset contains the Low Rate (LRT, 1sps) Flight Level production data.
DOI: 10.15468/dl.xmq7sk
title: Occurrence Download

description: A dataset containing 850245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Veronica chamaedrys)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 850245 records from 2726 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041813-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4fcq6
title: Occurrence Download

description: A dataset containing 71210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nezara Amyot & Serville, 1843",
 "HasCoordinate is true"
 ]
}

 The dataset includes 71210 records from 641 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003546-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arz3h2
title: Occurrence Download

description: A dataset containing 9660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "ScientificName is Plantago major L."
 ]
}

 The dataset includes 9660 records from 235 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003547-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p82kct
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiropotes albinasus (I.Geoffroy Saint-Hilaire & Deville, 1848)"
 ]
}

 The dataset includes 124 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003548-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e164481
title: Data and Code for: Cognitive Behavioral Therapy Among Ghana’s Rural Poor Is Effective Regardless of Baseline Mental Distress

description: We study the impact of group-based cognitive behavioral therapy (CBT) for individuals selected from the general population of poor households in rural Ghana (N=7,227). Results from 1-3 months after the program show strong impacts on mental and perceived physical health, cognitive and socioemotional skills, and economic self-perceptions. These effects hold regardless of baseline mental distress. We argue that this is because CBT can improve well-being for a general population of poor individuals through two pathways: reducing vulnerability to deteriorating mental health, and directly increasing cognitive capacity and socioemotional skills.<br><br>This project folder contains the data and code needed to replicate the results in this paper.
description: Low-income adults in Northern, Upper East, Ashanti, Bono and Bono East regions of Ghana, between the ages of 18 and 65.
description: Data was collected by Innovations for Poverty Action (IPA) for the randomized evaluation data, and by the Institute of Statistical Social and Economic Research at the University of Ghana, Legon, for the Ghana Socioeconomic Panel Survey data. Full details of sampling are described in Appendix A.
DOI: 10.3886/e164481v1
title: Data and Code for: Cognitive Behavioral Therapy Among Ghana’s Rural Poor Is Effective Regardless of Baseline Mental Distress

description: We study the impact of group-based cognitive behavioral therapy (CBT) for individuals selected from the general population of poor households in rural Ghana (N=7,227). Results from 1-3 months after the program show strong impacts on mental and perceived physical health, cognitive and socioemotional skills, and economic self-perceptions. These effects hold regardless of baseline mental distress. We argue that this is because CBT can improve well-being for a general population of poor individuals through two pathways: reducing vulnerability to deteriorating mental health, and directly increasing cognitive capacity and socioemotional skills.<br><br>This project folder contains the data and code needed to replicate the results in this paper.
description: Low-income adults in Northern, Upper East, Ashanti, Bono and Bono East regions of Ghana, between the ages of 18 and 65.
description: Data was collected by Innovations for Poverty Action (IPA) for the randomized evaluation data, and by the Institute of Statistical Social and Economic Research at the University of Ghana, Legon, for the Ghana Socioeconomic Panel Survey data. Full details of sampling are described in Appendix A.
DOI: 10.3886/e164481v2
title: Data and Code for: Cognitive Behavioral Therapy Among Ghana’s Rural Poor Is Effective Regardless of Baseline Mental Distress

description: We study the impact of group-based cognitive behavioral therapy (CBT) for individuals selected from the general population of poor households in rural Ghana (N=7,227). Results from 1-3 months after the program show strong impacts on mental and perceived physical health, cognitive and socioemotional skills, and economic self-perceptions. These effects hold regardless of baseline mental distress. We argue that this is because CBT can improve well-being for a general population of poor individuals through two pathways: reducing vulnerability to deteriorating mental health, and directly increasing cognitive capacity and socioemotional skills.<br><br>This project folder contains the data and code needed to replicate the results in this paper.
description: Low-income adults in Northern, Upper East, Ashanti, Bono and Bono East regions of Ghana, between the ages of 18 and 65.
description: Data was collected by Innovations for Poverty Action (IPA) for the randomized evaluation data, and by the Institute of Statistical Social and Economic Research at the University of Ghana, Legon, for the Ghana Socioeconomic Panel Survey data. Full details of sampling are described in Appendix A.
DOI: 10.15468/dl.adfwdy
title: Occurrence Download

description: A dataset containing 3095 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "ScientificName is Polygonatum verticillatum (L.) All."
 ]
}

 The dataset includes 3095 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003549-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qv6pxh
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Chamaecrista tenuisepala (Benth.) H.S.Irwin & Barneby"
 ]
}

 The dataset includes 343 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003550-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14732827
title: Anuran taxonomy in Tocantins Cerrado-Amazon transition

description: Data from: Fadel et al. (2025), "Anuran Taxonomy in the Tocantins Cerrado-Amazon Transition"This supplementary material includes the sequence alignments utilized in the manuscript and the bioacoustic recordings of anurans analyzed in the study. The data support the taxonomic assessments and findings presented in the paper, providing a valuable resource for replication and further research.
DOI: 10.5281/zenodo.14884674
title: Anuran taxonomy in Tocantins Cerrado-Amazon transition

description: Data from: Fadel et al. (2025), "Anuran Taxonomy in the Tocantins Cerrado-Amazon Transition"This supplementary material includes the sequence alignments utilized in the manuscript and the bioacoustic recordings of anurans analyzed in the study. The data support the taxonomic assessments and findings presented in the paper, providing a valuable resource for replication and further research.
DOI: 10.5281/zenodo.14732826
title: Anuran taxonomy in Tocantins Cerrado-Amazon transition

description: Data from: Fadel et al. (2025), "Anuran Taxonomy in the Tocantins Cerrado-Amazon Transition"This supplementary material includes the sequence alignments utilized in the manuscript and the bioacoustic recordings of anurans analyzed in the study. The data support the taxonomic assessments and findings presented in the paper, providing a valuable resource for replication and further research.
DOI: 10.5281/zenodo.14884692
title: Anuran taxonomy in Tocantins Cerrado-Amazon transition

description: Data from: Fadel et al. (2025), "Anuran Taxonomy in the Tocantins Cerrado-Amazon Transition"This supplementary material includes the sequence alignments utilized in the manuscript and the bioacoustic recordings of anurans analyzed in the study. The data support the taxonomic assessments and findings presented in the paper, providing a valuable resource for replication and further research.
DOI: 10.15468/dl.83pvm3
title: Occurrence Download

description: A dataset containing 6359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "ScientificName is Ranunculus bulbosus L."
 ]
}

 The dataset includes 6359 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003551-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4je7n
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Rio Grabde do Sul, RIO GRaNdE dO SUL, Rio Grand do sul, Rio Grande do SUl)",
 "TaxonKey is Sporophila plumbea (Wied-Neuwied, 1830)"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003552-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxhfk2
title: Occurrence Download

description: A dataset containing 1679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "ScientificName is Ranunculus lanuginosus L."
 ]
}

 The dataset includes 1679 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003553-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5e2d4p
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collection of butterflies (Insecta: Lepidoptera) of the State Museum of Natural History of the National Academy of Sciences of Ukraine"
 ]
}

 The dataset includes 186 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003556-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7a25pd
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Altiphylax Yeriomtschenko & Szczerbak, 1984",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003555-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjhajc
title: Occurrence Download

description: A dataset containing 5444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "ScientificName is Rumex acetosa L."
 ]
}

 The dataset includes 5444 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003558-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5064/f6ddbh8u/1ty74q
title: Cooksey-et-al_DataNarrative.pdf
DOI: 10.5064/f6ddbh8u/5cbhpw
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P02.pdf
DOI: 10.5064/f6ddbh8u/5d7wiq
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P39.pdf
DOI: 10.5064/f6ddbh8u/5sqaf1
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P13.pdf
DOI: 10.5064/f6ddbh8u/778crm
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P12.pdf
DOI: 10.5064/f6ddbh8u/7kgmil
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P09.pdf
DOI: 10.5064/f6ddbh8u/7xcpb4
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P20.pdf
DOI: 10.5064/f6ddbh8u/9hjtjg
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P34.pdf
DOI: 10.5064/f6ddbh8u/asfxqj
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P33.pdf
DOI: 10.5064/f6ddbh8u/asrsqw
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P27.pdf
DOI: 10.5064/f6ddbh8u/bjg3sx
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P04.pdf
DOI: 10.5064/f6ddbh8u/dueffy
title: Cooksey-et-al_exempt-information-sheet_AHRQ.pdf
DOI: 10.5064/f6ddbh8u/dwcqol
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P14.pdf
DOI: 10.5064/f6ddbh8u/eag4ah
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P05.pdf
DOI: 10.5064/f6ddbh8u/emonyw
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P40.pdf
DOI: 10.5064/f6ddbh8u/ezi4ec
title: Cooksey-et-al_InterviewTranscripts_VisualKI_P17.pdf