cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.k59par
title: Occurrence Download

description: A dataset containing 3309459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Macro-moth distribution records for the UK from Butterfly Conservation, up to 2019",
 "Geometry POLYGON((-0.01723 51.53602,2.1126 51.53602,2.1126 53.0458,-0.01723 53.0458,-0.01723 51.53602))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3309459 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013574-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsdszm
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus biternatus Sm."
 ]
}

 The dataset includes 393 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009233-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgyn65
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens nanatonanensis Eb.Fisch. & Raheliv."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027123-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6jtdx
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acmadenia alternifolia Cham."
 ]
}

 The dataset includes 98 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013558-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ovsxba
title: Occurrence Download

description: A dataset containing 3095 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sittasomus griseicapillus (Vieillot, 1818)",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-61.96 -36.12,-61.96 -3.71,-6.86 -3.71,-6.86 -36.12,-61.96 -36.12))"
 ]
}

 The dataset includes 3095 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009234-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4rmrq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens muelleri Tardieu"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027063-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdhxa9
title: Occurrence Download

description: A dataset containing 477 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ackama rosifolia A.Cunn."
 ]
}

 The dataset includes 477 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013556-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q601ii
title: Occurrence Download

description: A dataset containing 2401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus parnassiifolius L."
 ]
}

 The dataset includes 2401 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009234-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjpnnd
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Humboldtia decurrens Bedd. ex Oliv."
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027112-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wa83v
title: Occurrence Download

description: A dataset listing the 1762 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Danish 19th Century Regional Floras"
 ]
}

 The dataset's 1762 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013563-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dh9arv
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "TaxonKey is Lichenomphalia Redhead, Lutzoni, Moncalvo & Vilgalys"
 ]
}

 The dataset includes 105 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009234-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbkc3s
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Homalomena anthurioides S.Y.Wong, P.C.Boyce & A.Hay"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027095-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhah3v
title: Occurrence Download

description: A dataset containing 23312 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Centre for Genetic Resources, the Netherlands, PGR passport data"
 ]
}

 The dataset includes 23312 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013579-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3o1uy0
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dinornithiformes"
 ]
}

 The dataset includes 250 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009235-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtss9a
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium semiornatum Dahlst. ex Ohlsén"
 ]
}

 The dataset includes 24 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027110-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7b9nm6
title: Occurrence Download

description: A dataset containing 1474 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Rehmanniaceae)"
 ]
}

 The dataset includes 1474 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041583-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjlaqp
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceanothus gloriosus var. porrectus J.T.Howell"
 ]
}

 The dataset includes 79 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009235-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esece5
title: Occurrence Download

description: A dataset containing 161252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera xylosteum L.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 161252 records from 616 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023045-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96gwj3
title: Occurrence Download

description: A dataset containing 837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Ursus arctos horribilis Ord, 1815",
 "Year 2014-2024"
 ]
}

 The dataset includes 837 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010142-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hovlxu
title: Occurrence Download

description: A dataset containing 1708 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus illyricus L."
 ]
}

 The dataset includes 1708 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009235-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j35c3s
title: Occurrence Download

description: A dataset containing 1122 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Hyalinobatrachium fleischmanni (Boettger, 1893)"
 ]
}

 The dataset includes 1122 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039814-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tuaser
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassula gemmifera Friedrich"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010168-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xq6b1j
title: Occurrence Download

description: A dataset containing 2927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Piranga leucoptera Trudeau, 1840"
 ]
}

 The dataset includes 2927 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009235-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fb87n
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocus nerimaniae Yüzb."
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009864-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9v439
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocus seisumsiana Rukšāns"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010150-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7dn7c
title: Occurrence Download

description: A dataset containing 325880 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Resedaceae)"
 ]
}

 The dataset includes 325880 records from 1838 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041584-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcgzjm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "StateProvince is one of (Huila Department, Huila Dept, Huila Dept., Huila Depto., Huila Dis, Huila Province, Huila Prov.)",
 "TaxonKey is Actitis macularius"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005527-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2hhyx
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arenga pinnata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 279 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005525-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgsekh
title: Occurrence Download

description: A dataset containing 41641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "TaxonKey is Olea europaea",
 "Year 2010-2025"
 ]
}

 The dataset includes 41641 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005524-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17877/tudodata-2025-mfe1emf9
title: Replication Data for: Recovery and deep sequencing of short ssDNA pools from transient, fuel-dependent coacervate droplets

description: &lt;p&gt;
Raw and processed data for the manuscript 'Recovery and deep sequencing of short ssDNA pools from transient, fuel-dependent coacervate droplets'.
&lt;/p&gt;
&lt;p&gt;
Author list: Anna-Lena Holtmannspoetter*, Corbin Machatzke*, Job Boekhoven&lt;sup&gt;#&lt;/sup&gt;, Hannes Mutschler&lt;sup&gt;#&lt;/sup&gt;
*authors contributed equally
&lt;sup&gt;#&lt;/sup&gt;co-corresponding authors
&lt;/p&gt;

&lt;p&gt;
All scripts used to generate the data can be found at:
&lt;a href="https://github.com/hmutschler/droplet-dna-analysis"&gt; https://github.com/hmutschler/droplet-dna-analysis&lt;/a&gt; 
&lt;/p&gt;
&lt;p&gt;
The data is structured in the following folders:&lt;br&gt;

&lt;ul&gt;
&lt;li&gt;
'raw_data', which contains the raw sequencing reads as FASTQ files (three samples and one unidentified sample, each with R1 and R2 reads),
&lt;/li&gt;
&lt;li&gt;
'cut_adap', which contains the sequencing reads after adapter trimming, in .FASTQ format (three samples, each R1 and R2 read),
&lt;/li&gt;
&lt;li&gt;
'len_fil', which contains the sequencing reads after length filtering, in .FASTQ format (three samples, each with R1 and R2 reads),
&lt;/li&gt;
&lt;li&gt;
'per_base_content', which contains the output files from analysing nucleotide content as .PDF files (7 figures),
&lt;/li&gt;
&lt;li&gt;
'mfe', which contains the original 'file_list.txt' required for the analysis script, the output data from the analysis script in .txt format (three samples, four files each) and the output figure in .pdf format,
&lt;/li&gt;
&lt;li&gt;
'streme_output', which contains the output from MEME Suite's STREME software: a file containing all motif data in .txt format and output data from the analysis script in .pdf format,
&lt;/li&gt;
&lt;li&gt;
'structure', which contains the output files from the RNAshapes analysis as .txt files (three samples) and the output figures from the analysis script as .pdf files (two figures).
&lt;/li&gt;
&lt;/ul&gt;

&lt;/p&gt;
The same dataset was also used in the following study:&lt;br&gt;
Machatzke, C., Holtmannspötter, A.-L., Mutschler, H. and Boekhoven, J. (2025). DNA affects the phenotype of fuel-dependent coacervate droplets'.
https://chemrxiv.org/engage/chemrxiv/article-details/68a63016a94eede154afd83c.
DOI: 10.6084/m9.figshare.29930546
title: Energetic Convergence Drives Metabolic Adaptation in Lirima Chilean High-Altitude Hydrothermal System

description: This dataset contains the source data tables used to generate all figures and charts in the manuscript "Energetic Convergence Drives Metabolic Adaptation in Lirima Chilean High-Altitude Hydrothermal System".
DOI: 10.6084/m9.figshare.29930546.v1
title: Energetic Convergence Drives Metabolic Adaptation in Lirima Chilean High-Altitude Hydrothermal System

description: This dataset contains the source data tables used to generate all figures and charts in the manuscript "Energetic Convergence Drives Metabolic Adaptation in Lirima Chilean High-Altitude Hydrothermal System".
DOI: 10.24377/ljmu.d.00000247
title: Risk indicators of unaccompanied migrant children going missing in the UK: A scoping review - Dataset

description: A scoping review was conducted to map gaps in empirical knowledge and understand risk indicators related to unaccompanied migrant children going missing in the UK.  Academic and practitioner-generated empirical sources (via journal and grey literature databases, backward citation, and handsearching) written in English, published before the 1st of April 2024 and focussing on reasons for unaccompanied migrant children going missing in the UK were included. No relevant academic literature was found; 19 grey literature sources were analysed using framework thematic analysis, resulting in seven themes. As part of the analysis process, the research produced a coding matrix, mapping the codes according to the themes and sources (file 1), before restructuring it into the seven final themes supported by coding tables (file 2). A full reference list of all sources and a key for the sources can be found in file 3.
description: Scoping Review - academic and grey literature searches
DOI: 10.15468/dl.f7wnvh
title: Occurrence Download

description: A dataset containing 77558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer saccharinum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 77558 records from 455 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005482-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vh4ae
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-94.05683 31.47727,-58.94317 31.47727,-58.94317 45.52273,-94.05683 45.52273,-94.05683 31.47727))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fistulobalanus klemmi"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005530-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrxcw2
title: Occurrence Download

description: A dataset containing 2344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Nasua nasua"
 ]
}

 The dataset includes 2344 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005531-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00010816
title: Analysis of Clinical Molecular Consistency and Treatment Benefit in lymphoma

description: Lymphoma is a type of cancer that affects the lymphatic system, part of the immune system which keeps body fluid levels in balance and defends the body against infections. Lymphoma can develop in lymph nodes or other tissues and is one of the more common cancers worldwide. It can be divided into two main types: Hodgkin lymphoma (HL) and non-Hodgkin lymphoma (NHL). Hodgkin lymphoma is identified by the presence of a specific abnormal cell called the Reed-Sternberg cell. Non-Hodgkin lymphoma includes any lymphoma that does not have this specific cell. These two types also differ in how they behave, spread, and respond to treatment.

Over the past several decades, the number of people diagnosed with lymphoma has increased, making it a significant public health concern.

Currently, doctors classify and treat lymphoma based on clinical (such as symptoms) and pathological features (for example, blood or tissue samples viewed under a microscope). While this approach has helped many patients, research shows that it doesn’t work equally well for everyone. Some patients do not respond to standard treatments, which highlights the need for more precise and effective treatment strategies.

Recent studies have found that molecular features—details about the disease at the genetic and cellular level—play a crucial role in how lymphoma progresses and how well patients respond to treatments. These molecular features include "biomarkers," which are specific substances or changes in the body that can provide important clues about a person’s health or how their disease might behave. For example, a biomarker might be a particular protein or genetic mutation found in lymphoma cells that helps predict whether a treatment will work for a patient.

By combining this molecular information with traditional clinical data, we could better understand the disease, improve treatment decisions, and provide more personalized care for each patient.

This research aims to analyze how molecular and clinical features of lymphoma are linked to treatment outcomes and patient prognosis (predicted outcomes). To do this, we will study existing data from clinical trials, focusing on specific biomarkers that may help predict a patient’s response to treatment. By identifying these biomarkers, we hope to develop a system that allows doctors to personalize treatment plans based on each patient’s unique characteristics.

The ultimate goal of this research is to create a more effective and tailored approach to managing lymphoma. This could lead to better survival rates, fewer side effects, and improved quality of life for patients.