cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/m9pwjbm7c8.1
title: Neuroblastoma evolution

description: This repository contains datasets to support the manuscript:

"Neuroblastoma arises in early fetal development and its evolutionary duration predicts outcome " 

Verena Körber1, Sabine Stainczyk2,3, Roma Kurilov4, Kai-Oliver Henrich2,3, Barbara Hero5, Benedikt Brors4, Frank Westermann2,3* and Thomas Höfer1*

1Division of Theoretical Systems Biology, German Cancer Research Center, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
2Hopp Children’s Cancer Center (KiTZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
3Division of Neuroblastoma Genomics, German Cancer Research Center, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
4Division of Applied Bioinformatics, German Cancer Research Center, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
5Department of Pediatric Oncology and Hematology, University Children’s Hospital of Cologne, Medical Faculty, Cologne, Germany
*Correspondence to:
• Frank Westermann, Neuroblastoma Genomics, Im Neuenheimer Feld 280, 69120 Heidelberg, Germany; +49 6221 423219; f.westermann@kitz-heidelberg.de
• Thomas Höfer, Theoretical Systems Biology, Im Neuenheimer Feld 580, 69120 Heidelberg; +49 6221 421980; t.hoefer@dkfz-heidelberg.de

The dataset contains mutation calls (SNVs, Indels, CNVs and SVs) for each patient, stored in the folder "Data". Moreover, it contains the inferred mutational signatures for each sample, stored in the folder "Mutational_signatures". Parameter estimates for the initiation and growth of neuroblastoma tumors can be found in the folder "Processed_data". 

The file "Sample_sheets.pdf" contains a 1-page summary for each patient in the cohort. Keys to the individual panels are given on the first page.
DOI: 10.15468/dl.9dkx54
title: Occurrence Download

description: A dataset containing 1298 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jacaranda cuspidifolia Mart."
 ]
}

 The dataset includes 1298 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003895-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgh9xq
title: Occurrence Download

description: A dataset containing 10860 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha curcas L."
 ]
}

 The dataset includes 10860 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003896-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23h7yk
title: Occurrence Download

description: A dataset containing 23282 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Jatropha gossypiifolia L."
 ]
}

 The dataset includes 23282 records from 408 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003897-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqqaxr
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-123.37 15.31,-123.37 33.69,-86.63 33.69,-86.63 15.31,-123.37 15.31))",
 "HasCoordinate is true",
 "TaxonKey is Bassariscus astutus astutus",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 223 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006789-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mnd6k
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lynx pardinus (Temminck, 1827)",
 "Year 2011-2023"
 ]
}

 The dataset includes 125 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031860-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eibc0u
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhopornis ardesiacus (Wied-Neuwied, 1831)"
 ]
}

 The dataset includes 84 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006789-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcu6qq
title: Occurrence Download

description: A dataset containing 10391348 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 10391348 records from 5173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031874-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.847tm3
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Hydrophis nigrocinctus Daudin, 1803",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050608-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbpubu
title: Occurrence Download

description: A dataset containing 1386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Aves de fragmentos de Bosque seco en la región del Caribe Colombiano",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1386 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063158-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7flhr
title: Occurrence Download

description: A dataset containing 1620 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Metasequoia glyptostroboides H.H.Hu & W.C.Cheng"
 ]
}

 The dataset includes 1620 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000315-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssfhsz
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asterocarpa humilis (Heller, 1878)"
 ]
}

 The dataset includes 229 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070546-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2e2ek
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is 217880"
 ]
}

 The dataset includes 103 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068844-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7uk3a
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Brasenia schreberi J.F.Gmel.",
 "Year 1770-2021"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0335862-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gumzuq
title: Occurrence Download

description: A dataset containing 599 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Distribución histórica, prospección actual y áreas potenciales para reintroducir lobo mexicano (Canis lupus baileyi) en Durango, sur de la Sierra Madre Occidental, México"
 ]
}

 The dataset includes 599 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029433-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtused
title: Occurrence Download

description: A dataset containing 5451 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Puma concolor (Linnaeus, 1771)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5451 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048301-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1aqnie
title: Occurrence Download

description: A dataset containing 13399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dasyurus maculatus (Kerr, 1792)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 13399 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000315-190306134739812/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjhtgz
title: Occurrence Download

description: A dataset containing 3305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-46.49414 4.39453,-46.49414 11.42578,-46.49414 15.99609,-46.49414 17.40234,-46.31836 27.94922,-163.03711 28.82813,-163.56445 4.92188,-46.49414 4.39453))",
 "HasCoordinate is true",
 "TaxonKey is Eleutherodactylus coqui Thomas, 1966",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3305 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064730-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ksufx
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "Year 2020-2020",
 "CoordinateUncertaintyInMeters 0.0-2500.0",
 "TaxonKey is Chloris chloris (Linnaeus, 1758)"
 ]
}

 The dataset includes 128 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068845-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmxatj
title: Occurrence Download

description: A dataset containing 171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Balizia leucocalyx (Britton & Rose) Barneby & J.W.Grimes",
 "TaxonKey is Albizia leucocalyx (Britton & Rose) L.Rico"
 ]
 }
 ]
}

 The dataset includes 171 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077964-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92zarv
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Gloydius blomhoffii (Boie, 1826)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 135 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050602-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4gz57
title: Occurrence Download

description: A dataset containing 96615 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis lupus Linnaeus, 1758"
 ]
}

 The dataset includes 96615 records from 342 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063161-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvj3p7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paranyrocidae"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056783-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kzqaw
title: Occurrence Download

description: A dataset containing 599 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Distribución histórica, prospección actual y áreas potenciales para reintroducir lobo mexicano (Canis lupus baileyi) en Durango, sur de la Sierra Madre Occidental, México"
 ]
}

 The dataset includes 599 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029434-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7j6s68
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Month is greater than or equal to January",
 "Country is Canada",
 "TaxonKey is 143117128"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056133-200221144449610/datasets/export for details.
DOI: 10.15468/dl.x8wdt3
title: Occurrence Download

description: A dataset containing 62894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Marmota marmota (Linnaeus, 1758)"
 ]
}

 The dataset includes 62894 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056763-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pejv7j
title: Occurrence Download

description: A dataset containing 2937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((1.9687 48.9846,2.16362 48.98626,2.16362 49.0745,1.96818 49.07387,1.9687 48.9846))",
 "Year 2018-2020",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2937 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050629-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brmswp
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Odocoileus virginianus (Zimmermann, 1780)"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073948-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ocebxf
title: Occurrence Download

description: A dataset containing 1108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acalitus Keifer, 1965"
 ]
}

 The dataset includes 1108 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000315-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wlokkq
title: Occurrence Download

description: A dataset containing 2501 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyathea delgadii Pohl ex Sternb."
 ]
}

 The dataset includes 2501 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036969-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7wumv
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Felis catus Linnaeus, 1758"
 ]
}

 The dataset includes 29 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073931-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwj5fw
title: Occurrence Download

description: A dataset containing 1002 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidosperma squamatum Labill."
 ]
}

 The dataset includes 1002 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048950-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryqbmm
title: Occurrence Download

description: A dataset containing 829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Hydrophis stokesii (Gray, 1846)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 829 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050610-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rux6ud
title: Occurrence Download

description: A dataset containing 2252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Chazaliella E.M.A.Petit & Verdc.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2252 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048317-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lpbr3n
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anopetia gounellei (Boucard, 1891)"
 ]
}

 The dataset includes 307 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020964-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hadjtp
title: Occurrence Download

description: A dataset containing 2597 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Burhinus superciliaris (Tschudi, 1843)"
 ]
}

 The dataset includes 2597 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070556-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tb4bhe
title: Occurrence Download

description: A dataset listing the 207 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "DatasetKey is MEXU/Asclepiadaceae"
 ]
}

 The dataset's 207 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048325-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4t3j4
title: Occurrence Download

description: A dataset containing 1092 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Checklist of Serengeti Ecosystem Grasses",
 "Country is Tanzania, United Republic of"
 ]
}

 The dataset includes 1092 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108438-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xi2cq
title: Occurrence Download

description: A dataset containing 466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachiaria mollis (Sw.) Parodi",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 466 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015186-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cchlii
title: Occurrence Download

description: A dataset containing 2459 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Formica sanguinea Latreille, 1798"
 ]
}

 The dataset includes 2459 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003106-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vscy7e
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia cordifolia (A.Gray) W.W.Payne",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 300 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056762-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3y5duf
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Montivipera xanthina (Gray, 1849)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050628-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.833aff
title: Occurrence Download

description: A dataset containing 1920 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Balizia pedicellaris (DC.) Barneby & J.W.Grimes",
 "TaxonKey is Albizia pedicellaris (DC.) L.Rico"
 ]
}

 The dataset includes 1920 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077966-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.