cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8mjcm8
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is AMF Colonization VIP 2008 Rillig"
 ]
}

 The dataset includes 27 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205846-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3trnj
title: Occurrence Download

description: A dataset containing 3500 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhizomnium magnifolium T.Koponen, 1973"
 ]
}

 The dataset includes 3500 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151200-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.obhexi
title: Occurrence Download

description: A dataset containing 30501 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Canada Maritimes Regional Cetacean Sightings (OBIS Canada)"
 ]
}

 The dataset includes 30501 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025345-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55ssna
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudocalotes austeniana (Annandale, 1908)"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025346-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f37lym
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abutilon hirtum (Lam.) Sweet",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 183 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001139-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xb7w6v
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Achatina fulica (Bowdich, 1822)"
 ]
}

 The dataset includes 282 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209482-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.le1qzs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-69.42961 -29.97184,-44.57039 -29.97184,-44.57039 -20.02816,-69.42961 -20.02816,-69.42961 -29.97184))",
 "HasCoordinate is true",
 "TaxonKey is Zanthoxylum chiloperone var. angustifolium Engl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025346-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dszbh
title: Occurrence Download

description: A dataset containing 49862 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ruscus aculeatus L."
 ]
}

 The dataset includes 49862 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025347-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxz8b7
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tolypanthus esquirolii (H.Lév.) Lauener"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0151212-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jaf7b2
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea medusa Maxim."
 ]
}

 The dataset includes 333 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025347-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.au866t
title: Occurrence Download

description: A dataset containing 34461 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydropotes inermis Swinhoe, 1870"
 ]
}

 The dataset includes 34461 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211072-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtpp3w
title: Occurrence Download

description: A dataset containing 732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xiphophorus variatus (Meek, 1904))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 732 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047737-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9spoun
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saussurea medusa Maxim."
 ]
}

 The dataset includes 333 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025345-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yb4j7v
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Virga pilosa (L.) Hill"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211060-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zahb6
title: Occurrence Download

description: A dataset containing 256173 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Robinia pseudoacacia L."
 ]
}

 The dataset includes 256173 records from 895 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211083-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pkr3b
title: Occurrence Download

description: A dataset containing 1072 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Plethodon dunni Bishop, 1934",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1072 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025351-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7bszs
title: Occurrence Download

description: A dataset containing 4864 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phoca largha Pallas, 1811"
 ]
}

 The dataset includes 4864 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211096-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqvmzd
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xyris paradisiaca Wand."
 ]
}

 The dataset includes 25 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025353-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7alcy
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salix salviifolia subsp. australis Franco"
 ]
}

 The dataset includes 177 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025353-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xh9hws
title: Occurrence Download

description: A dataset containing 34461 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydropotes inermis Swinhoe, 1870"
 ]
}

 The dataset includes 34461 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211077-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rz9aaf
title: Occurrence Download

description: A dataset containing 2748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus annuus L.",
 "Geometry POLYGON((-105 34, -94 34, -94 43, -105 43, -105 34))"
 ]
}

 The dataset includes 2748 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003930-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyzaug
title: Occurrence Download

description: A dataset containing 2861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "Geometry POLYGON((4.83723 52.39253,4.84026 52.33109,4.92942 52.26687,5.06145 52.3094,4.99877 52.41541,4.83723 52.39253))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (March, April, May)",
 "OccurrenceStatus is Present",
 "TaxonKey is Hemiptera"
 ]
}

 The dataset includes 2861 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003931-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/gn8hy7
title: Historic Bird and Wildlife Records Observed by Guy Waterman in Vermont, USA (1974-1998)

description: This data set consists of daily records of birds and other wildlife from Guy Waterman’s cabin in Corinth, Vermont, recorded from 1974-1998 (24 years). It was transcribed from scans of his original records kept by the Rauner Library Archives and Manuscripts Repository at Dartmouth College.
DOI: 10.15468/dl.t3zjja
title: Occurrence Download

description: A dataset containing 5311 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pennisetum purpureum Schumach."
 ]
}

 The dataset includes 5311 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002022-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5dy6h
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Larix gmelinii (Rupr.) Kuzen."
 ]
}

 The dataset includes 283 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271779-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybn5te
title: Occurrence Download

description: A dataset containing 9379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Occurrence status inferred from individual count",
 "TaxonKey is Mustelidae",
 "Year 2000-2021"
 ]
}

 The dataset includes 9379 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243165-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qodbil
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Vigna reflexo-pilosa Hayata",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 176 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016460-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.py89xg
title: Occurrence Download

description: A dataset containing 274111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Megaptera novaeangliae (Borowski, 1781)"
 ]
}

 The dataset includes 274111 records from 458 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0270301-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsfrzc
title: Occurrence Download

description: A dataset containing 3982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Tillandsia recurvata (L.) L."
 ]
}

 The dataset includes 3982 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003960-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcbm7d
title: Occurrence Download

description: A dataset containing 1848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024",
 "Geometry POLYGON ((-130.7383528944533 -59.46314024951374, -130.7383528944533 32.71876227804215, -26.26729810228821 32.71876227804215, -26.26729810228821 -59.46314024951374, -130.7383528944533 -59.46314024951374))",
 "OccurrenceStatus is Present",
 "TaxonKey is Amazona brasiliensis (Linnaeus, 1758)"
 ]
}

 The dataset includes 1848 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049584-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4m5gba
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta sidarum Liebm."
 ]
}

 The dataset includes 66 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243188-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lcelvr
title: Occurrence Download

description: A dataset containing 1705 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Phyllanthus urinaria L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1705 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016460-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe38vv
title: Occurrence Download

description: A dataset containing 4037 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Siphonophorida"
 ]
}

 The dataset includes 4037 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263611-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vek742
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Ecuador",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 55 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193468-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9muj5
title: Occurrence Download

description: A dataset containing 91046 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helminthotheca echioides (L) Holub"
 ]
}

 The dataset includes 91046 records from 501 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0267101-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e0ofgu
title: Occurrence Download

description: A dataset containing 826 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Country is United States of America",
 "HasCoordinate is true",
 "TaxonKey is Asclepias fascicularis Decne.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 826 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016460-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6g67n
title: Occurrence Download

description: A dataset containing 1009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acacia gaumeri S.F.Blake, Acacia glomerosa Benth.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 1009 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271783-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14504930
title: Hydrodynamic model of Conception Bay: MIKE21 model setup, outputs and observation data

description: MIKE 21 Flow Model FM is a hydrodynamic modeling system based on a flexible mesh approach, used for oceanographic, coastal, and estuarine applications. This repository includes a model setup and 9-year model results for Conception Bay in Newfoundland, Canada as well as observational data, and code for model validation.

 

This dataset is part of the WaterBench series by DHI, supporting open research on water-related challenges. It is intended for educational and research purposes, including model validation, parameter calibration, and machine learning applications. Results should not be used for decision-making.

 

Files:





README: Description of dataset with details on citations, data processing, and background information.

WaterBench-MIKE21HD-ConceptionBay.zip: model setup, input data (e.g., boundary conditions, wind), observational data, and code for data exploration and model validation.

MIKE21HD-ConceptionBay-output.zip: 9-years model result files `Area.dfsu` and `Points.dfs0` (~16 GB).
DOI: 10.5281/zenodo.14504931
title: Hydrodynamic model of Conception Bay: MIKE21 model setup, outputs and observation data

description: MIKE 21 Flow Model FM is a hydrodynamic modeling system based on a flexible mesh approach, used for oceanographic, coastal, and estuarine applications. This repository includes a model setup and 9-year model results for Conception Bay in Newfoundland, Canada as well as observational data, and code for model validation.

 

This dataset is part of the WaterBench series by DHI, supporting open research on water-related challenges. It is intended for educational and research purposes, including model validation, parameter calibration, and machine learning applications. Results should not be used for decision-making.

 

Files:





README: Description of dataset with details on citations, data processing, and background information.

WaterBench-MIKE21HD-ConceptionBay.zip: model setup, input data (e.g., boundary conditions, wind), observational data, and code for data exploration and model validation.

MIKE21HD-ConceptionBay-output.zip: 9-years model result files `Area.dfsu` and `Points.dfs0` (~16 GB).
DOI: 10.6084/m9.figshare.3763560.v1
title: DNA topoisomerase IIα and mitosin expression predict meningioma recurrence better than histopathological grade and MIB-1 after initial surgery

description: Investigation og the prognostic vaule of mitosin and topoisomerase IIalfa in human meningiomas
DOI: 10.15468/dl.w8mgkh
title: Occurrence Download

description: A dataset containing 10642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Tadorna ferruginea (Pallas, 1764)"
 ]
}

 The dataset includes 10642 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041695-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-4639
title: Onco* tutorial

description: &lt;h1&gt;Onco* tutorial&lt;/h1&gt;
&lt;p&gt;
 This repository contains a tutorial for the following software packages:
&lt;/p&gt;
&lt;ul&gt;
 &lt;li&gt;&lt;a href="https://github.com/masud-src/OncoFEM" target="_blank"&gt;OncoFEM&lt;/a&gt;&lt;/li&gt;
 &lt;li&gt;&lt;a href="https://github.com/masud-src/OncoSTR" target="_blank"&gt;OncoSTR&lt;/a&gt;&lt;/li&gt;
 &lt;li&gt;&lt;a href="https://github.com/masud-src/OncoTUM" target="_blank"&gt;OncoTUM&lt;/a&gt;&lt;/li&gt;
 &lt;li&gt;&lt;a href="https://github.com/masud-src/OncoGEN" target="_blank"&gt;OncoGEN&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;
 The goal is to demonstrate all functions and provide users with easier access to the tools.
 After successfully installing one or all of the packages, the respective tutorial can be started with Python, for example:
&lt;/p&gt;
&lt;pre&gt;
python oncofem_tut_01_quick_start.py
&lt;/pre&gt;

Legacy versions can be found in the &lt;a href="https://doi.org/10.18419/darus-3679" target="_blank"&gt;OncoFEM data repository&lt;/a&gt;, respectively in &lt;a href="https://doi.org/10.18419/darus-3720" target="_blank"&gt;virtual box for OncoFEM&lt;/a&gt;,