cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.csp8st
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Epiplatys coccinatus)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027379-250827131500795/datasets/export for details.
DOI: 10.15468/dl.m767xd
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oldenlandia friesiorum",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027378-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vuzeu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteridium aquilinum",
 "Geometry POLYGON ((4.350227 50.78323, 4.350227 50.79168, 4.3597 50.79168, 4.3597 50.78323, 4.350227 50.78323))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027380-250827131500795/datasets/export for details.
DOI: 10.15468/dl.b5ttut
title: Occurrence Download

description: A dataset containing 1255484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-07-10",
 "EventDate is less than or equal to 2025-08-09",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 1255484 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027359-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8dp78
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spergula pentandra",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 131 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027381-250827131500795/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/12963353
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.szg2wg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zosterops melanurus",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027382-250827131500795/datasets/export for details.
DOI: 10.6084/m9.figshare.30057871.v1
title: DISES 2025: Critical Quant Methods in Special Education Research

description: Presented at the Council for Exceptional Children Division of International Special Education and Services 2025 conference hosted in Nairobi, Kenya.
DOI: 10.15468/dl.ugmpgf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus robur",
 "Geometry POLYGON ((4.350227 50.78323, 4.350227 50.79168, 4.3597 50.79168, 4.3597 50.78323, 4.350227 50.78323))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027383-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwekzn
title: Occurrence Download

description: A dataset containing 2359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oldenlandia herbacea",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2359 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027384-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17058127
title: IAQMS-industry v1.0 dataset

description: The observation data, and model output dataset in Beijing Yi Zhuang and Tangshan industrial park areas.
DOI: 10.15468/dl.4w97ws
title: Occurrence Download

description: A dataset containing 146793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Hieracium murorum"
 ]
}

 The dataset includes 146793 records from 840 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027295-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u59y7b
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Corydoras oiapoquensis)",
 "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 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027385-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wv8du3
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027388-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uzwrg
title: Occurrence Download

description: A dataset containing 1222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spergularia diandra",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1222 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027387-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.heewjr
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zosterops everetti",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027390-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gc897f
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spergularia diandra",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 57 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027389-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w95nry
title: Occurrence Download

description: A dataset containing 170336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Picus sharpei"
 ]
}

 The dataset includes 170336 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027357-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9h86zg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus acris",
 "Geometry POLYGON ((4.350227 50.78323, 4.350227 50.79168, 4.3597 50.79168, 4.3597 50.78323, 4.350227 50.78323))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027391-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2z8w7w
title: Occurrence Download

description: A dataset containing 1229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oldenlandia lancifolia",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1229 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027392-250827131500795/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.20408067
title: Supplementary spatial metadata for integrated OSCC Visium analysis (E-GEAD-511)

description: <b>How to Cite</b>If you use this dataset in your research, please cite our primary publication in <i>PLOS Genetics</i>:Furudate K, Kasai S, Yoshizawa T, Sasaki Y, Fujikura K, <i>et al</i>. (2025) Spatial colocalization and molecular crosstalk of myofroblastic CAFs and tumor cells shape lymph node metastasis in oral squamous cell carcinoma. <i>PLOS Genetics</i> 21(9): e1011791. https://doi.org/10.1371/journal.pgen.1011791<br><b>Dataset Citation (Optional but Recommended):</b> For data traceability, you may also cite this Figshare dataset directly using the citation generated by the "Cite" button on this page. <b>However, please ensure the primary publication above is also cited.</b><br><b>Dataset Description</b>This dataset contains the 10x Genomics Space Ranger output files for four individual human oral squamous cell carcinoma (OSCC) samples, supporting the findings of our study:"<b>Spatial colocalization and molecular crosstalk of myofibroblastic CAFs and tumor cells shape lymph node metastasis in oral squamous cell carcinoma</b>".Specifically, this deposit contains four (4) pickled Python dictionary objects. Each pickle file (e.g., sampleA_uns_spatial.pickle, sampleB_uns_spatial.pickle, sampleC_uns_spatial.pickle, sampleD_uns_spatial.pickle - stores the AnnData.uns['spatial'] dictionary information derived from one of the four OSCC samples. These uns['spatial'] objects are structured to correspond with the integrated AnnData object (processed.h5ad) that combines all four samples and is available from the Genomic Expression Archive (GEA) under accession number E-GEAD-511 (https://ddbj.nig.ac.jp/public/ddbj_database/gea/experiment/E-GEAD-000/E-GEAD-511/).These pickled dictionaries are intended for use within a Python/Scanpy environment. They can be loaded (e.g., using pickle.load()) and assigned to the .uns['spatial'] attribute of an appropriately subsetted AnnData object derived from the E-GEAD-511 deposit. This allows users to replicate specific spatial visualizations or access pre-calculated spatial parameters (such as image paths, scale factors, and spot coordinates under tissue) as used in our study's analysis of the integrated dataset.For the complete, raw 10x Genomics Space Ranger output files for each of the four individual samples (including filtered_feature_bc_matrix.h5 files and full spatial image folders, as well as patho_annot folders), please refer to our separate Figshare deposit: https://doi.org/10.6084/m9.figshare.29237660.The raw sequencing reads for these samples are available at DDBJ under BioProject accession PRJDB13905 (https://ddbj.nig.ac.jp/search/entry/bioproject/PRJDB13905).All patient-derived image information that might be referenced by this spatial metadata was originally obtained from de-identified images.
DOI: 10.6084/m9.figshare.20408067.v2
title: Supplementary spatial metadata for integrated OSCC Visium analysis (E-GEAD-511)

description: <b>How to Cite</b>If you use this dataset in your research, please cite our primary publication in <i>PLOS Genetics</i>:Furudate K, Kasai S, Yoshizawa T, Sasaki Y, Fujikura K, <i>et al</i>. (2025) Spatial colocalization and molecular crosstalk of myofroblastic CAFs and tumor cells shape lymph node metastasis in oral squamous cell carcinoma. <i>PLOS Genetics</i> 21(9): e1011791. https://doi.org/10.1371/journal.pgen.1011791<br><b>Dataset Citation (Optional but Recommended):</b> For data traceability, you may also cite this Figshare dataset directly using the citation generated by the "Cite" button on this page. <b>However, please ensure the primary publication above is also cited.</b><br><b>Dataset Description</b>This dataset contains the 10x Genomics Space Ranger output files for four individual human oral squamous cell carcinoma (OSCC) samples, supporting the findings of our study:"<b>Spatial colocalization and molecular crosstalk of myofibroblastic CAFs and tumor cells shape lymph node metastasis in oral squamous cell carcinoma</b>".Specifically, this deposit contains four (4) pickled Python dictionary objects. Each pickle file (e.g., sampleA_uns_spatial.pickle, sampleB_uns_spatial.pickle, sampleC_uns_spatial.pickle, sampleD_uns_spatial.pickle - stores the AnnData.uns['spatial'] dictionary information derived from one of the four OSCC samples. These uns['spatial'] objects are structured to correspond with the integrated AnnData object (processed.h5ad) that combines all four samples and is available from the Genomic Expression Archive (GEA) under accession number E-GEAD-511 (https://ddbj.nig.ac.jp/public/ddbj_database/gea/experiment/E-GEAD-000/E-GEAD-511/).These pickled dictionaries are intended for use within a Python/Scanpy environment. They can be loaded (e.g., using pickle.load()) and assigned to the .uns['spatial'] attribute of an appropriately subsetted AnnData object derived from the E-GEAD-511 deposit. This allows users to replicate specific spatial visualizations or access pre-calculated spatial parameters (such as image paths, scale factors, and spot coordinates under tissue) as used in our study's analysis of the integrated dataset.For the complete, raw 10x Genomics Space Ranger output files for each of the four individual samples (including filtered_feature_bc_matrix.h5 files and full spatial image folders, as well as patho_annot folders), please refer to our separate Figshare deposit: https://doi.org/10.6084/m9.figshare.29237660.The raw sequencing reads for these samples are available at DDBJ under BioProject accession PRJDB13905 (https://ddbj.nig.ac.jp/search/entry/bioproject/PRJDB13905).All patient-derived image information that might be referenced by this spatial metadata was originally obtained from de-identified images.
DOI: 10.6084/m9.figshare.20408067.v1
title: spatial_data

description: The purpose of this study is to clarify the factors related to lymph node metastasis of human oral squamous cell carcinoma. These included two primary tumor invasive lesions with lymph node metastasis, one metastatic site, and one primary tumor tissue with the absence of metastases.
DOI: 10.3886/e226964v5
title: ECIN Replication Package for "What Role for 'Generational Wealth' in Explaining Racial Wealth Disparities"

description: The study explores the role of "intergenerational wealth" - or inheritances and inter vivos transfers - in explaining racial disparities in wealth for the United States using data from the Federal Reserve Board's triennial Survey of Consumer Finances (SCF), supplemented by additional data including estimates for Defined Benefit pension values, lifetime earnings, and "reconciled inheritance" values that are designed to be used with the SCF. The core SCF data and the supplemental files are for the 1989 to 2019 cross-sections of the survey.
description: United States non-institutionalized "primary economic units," a distinct concept used in the SCF that is based on a survey of households, but in practice more similar to "family" than "household." .
description: The original FRB SCF data are supplemented by several additional data (DB pension values, lifetime earnings, and "reconciled inheritances") sources which are themselves originally developed using the SCF.
DOI: 10.15468/dl.qhabgy
title: Occurrence Download

description: A dataset containing 3075 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2022",
 "DecimalLatitude is greater than or equal to 44.51456578767852",
 "DecimalLatitude is less than or equal to 62.10621734458181",
 "DecimalLongitude is greater than or equal to -78.95842034657696",
 "DecimalLongitude is less than or equal to -53.47907418543001",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3075 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027394-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztzrfs
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Sceloporus arenicolus [GBIF Backbone Taxonomy])",
 "StateProvince is one of (Texas)"
 ]
 }
 ]
}

 The dataset includes 38 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027393-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ha43b4
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chiloglanis trilobatus)",
 "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 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027397-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuwdc7
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Ucides cordatus"
 ]
}

 The dataset includes 388 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027396-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fduyea
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus bulbosus",
 "Geometry POLYGON ((4.350227 50.78323, 4.350227 50.79168, 4.3597 50.79168, 4.3597 50.78323, 4.350227 50.78323))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027398-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/c2jx-a977
title: RWDDT Eclipse 1 of GJ 3929 b
DOI: 10.15468/dl.jhep2d
title: Occurrence Download

description: A dataset containing 4814 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spergularia rubra",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4814 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027400-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.