cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48366/r1565925
title: Comparison of NLP4RE ID Cards

description: This ORKG comparison presents a curated collection of NLP4RE ID Cards — structured summaries of replication-relevant information — extracted from research papers in the domain of Natural Language Processing for Requirements Engineering (NLP4RE). Based on the framework proposed by Abualhaija et al. [1], each NLP4RE ID Card captures critical information across seven dimensions, including RE and NLP tasks, dataset details, annotation procedures, tool implementation, and evaluation strategies.

The comparison enables researchers, reviewers, and educators to:
• 🔍 Explore replication-readiness across diverse NLP4RE studies
• 🛠 Identify gaps in tool availability and dataset annotation
• 📊 Analyze trends in evaluation practices and reporting completeness
• 📚 Use the NLP4RE ID-Cards as educational resources or replication guides

By centralizing and standardizing replication-relevant information, this comparison contributes to the broader goals of Open Science and fosters reproducibility in the NLP4RE community.

[1] Abualhaĳa, S. et al. (2024). Replication in Requirements Engineering: The NLP for RE Case. ACM Trans. Softw. Eng. Methodol., 33(6).
DOI: 10.15468/dl.rm7utg
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zhangixalus feae"
 ]
}

 The dataset includes 85 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015424-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17761469
title: Neuronal networks in the dorsal hippocampus causally regulate rescuing behavior in mice (Processed data)

description: The processed data for the manuscript "Neuronal networks in the dorsal hippocampus causally regulate rescuing behavior in mice". See more details in the methods section.
DOI: 10.5281/zenodo.17761468
title: Neuronal networks in the dorsal hippocampus causally regulate rescuing behavior in mice (Processed data)

description: The processed data for the manuscript "Neuronal networks in the dorsal hippocampus causally regulate rescuing behavior in mice". See more details in the methods section.
DOI: 10.5281/zenodo.17713563
title: Dataset - Open Source Software in Data Science (Survey: 2nd iteration)

description: This upload includes an anonymized data set of a survey launched in 2023. It is the second iteration of a survey that has first been launched in 2022.
DOI: 10.5281/zenodo.17761652
title: Dataset - Open Source Software in Data Science (Survey: 2nd iteration)

description: This upload includes an anonymized data set of a survey launched in 2023. It is the second iteration of a survey that has first been launched in 2022.
DOI: 10.15468/dl.j8uk4h
title: Occurrence Download

description: A dataset containing 404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((103.68383 0.48163,131.78008 0.48163,131.78008 41.89208,103.68383 41.89208,103.68383 0.48163))",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippocampus histrix",
 "Year 2000-2024"
 ]
}

 The dataset includes 404 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015425-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txuc5a
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippocampus kelloggi",
 "Year 2000-2024"
 ]
}

 The dataset includes 111 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015427-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17727677
title: Stroke and climate CMR
DOI: 10.5281/zenodo.17727678
title: Stroke and climate CMR
DOI: 10.15468/dl.v68kev
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Spinus yarrellii"
 ]
}

 The dataset includes 106 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015429-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17675232
title: File upload: 029 0The highlights Dec 25.pdf

description: Uploaded file: 029 0The highlights Dec 25.pdf
DOI: 10.15468/dl.dm2mny
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((104.05344 0.57995,131.5162 0.57995,131.5162 41.29209,104.05344 41.29209,104.05344 0.57995))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippocampus kelloggi",
 "Year 2000-2024"
 ]
}

 The dataset includes 74 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015428-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.te5hk6
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((104.05344 0.57995,131.5162 0.57995,131.5162 41.29209,104.05344 41.29209,104.05344 0.57995))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Epinephelus akaara",
 "Year 2000-2024"
 ]
}

 The dataset includes 72 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015430-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxurve
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((104.05344 0.57995,131.5162 0.57995,131.5162 41.29209,104.05344 41.29209,104.05344 0.57995))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippocampus spinosissimus",
 "Year 2000-2024"
 ]
}

 The dataset includes 186 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015431-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17761678
title: The Indian Metabolic Crisis

description: India is facing a paradox: we are seeing rising rates of obesity and diabetes, yet widespread malnutrition and protein deficiency persist. This white paper dives deep into the mechanisms behind the "Asian Indian Phenotype", characterized by low muscle mass and high visceral fat.

I break down the science of why traditional staples like Dal are often insufficient for modern protein needs, the impact of diet on height potential in youth, and the dangerous double standard regarding dietary fats. This is a data-backed guide to updating our cultural nutrition for the 21st century.
DOI: 10.5281/zenodo.17761679
title: The Indian Metabolic Crisis

description: India is facing a paradox: we are seeing rising rates of obesity and diabetes, yet widespread malnutrition and protein deficiency persist. This white paper dives deep into the mechanisms behind the "Asian Indian Phenotype", characterized by low muscle mass and high visceral fat.

I break down the science of why traditional staples like Dal are often insufficient for modern protein needs, the impact of diet on height potential in youth, and the dangerous double standard regarding dietary fats. This is a data-backed guide to updating our cultural nutrition for the 21st century.
DOI: 10.15468/dl.7f8szn
title: Occurrence Download

description: A dataset containing 355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Vella bourgaeana"
 ]
}

 The dataset includes 355 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015432-251120083545085/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.23733579.v1
title: MINFLUX RyR2 imaging data - analysis and simulation scripts

description: Data and analysis scripts for RyR MINFLUX imaging
<br>
The data and analysis scripts provided in this repository  are to accompany a manuscript about MINFLUX imaging of RyR2 in HEK293  cells and mouse cardiac myocytes. This manuscript is yet to appear and a  link will be provided once the related manuscript by Clowsley, Meletiou  et al. is eventually published.
DOI: 10.15468/dl.r8yx9v
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((104.05344 0.57995,131.5162 0.57995,131.5162 41.29209,104.05344 41.29209,104.05344 0.57995))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippocampus trimaculatus",
 "Year 2000-2024"
 ]
}

 The dataset includes 189 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015434-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2z4q8
title: Occurrence Download

description: A dataset containing 593417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Icterus galbula, Icterus spurius)",
 "Country is Canada",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON ((-84.76571 41.22334, -58.93394 41.22334, -58.93394 49.85477, -84.76571 49.85477, -84.76571 41.22334))",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 593417 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015412-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucnp75
title: Occurrence Download

description: A dataset containing 257583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium oleraceum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 257583 records from 594 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015410-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17761701
title: Dataset for experiments on optimal schema format and injection position for LLM-generated Cypher queries
DOI: 10.5281/zenodo.17761700
title: Dataset for experiments on optimal schema format and injection position for LLM-generated Cypher queries
DOI: 10.15468/dl.sxnb5w
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cochranella erminea"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015435-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ghx36
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oreophryne graminis"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015436-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6mn7x
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((104.05344 0.57995,131.5162 0.57995,131.5162 41.29209,104.05344 41.29209,104.05344 0.57995))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oxymonacanthus longirostris",
 "Year 2000-2024"
 ]
}

 The dataset includes 69 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015437-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17172/nomad/2025.11.29-1
title: NOMAD dataset: dataset
DOI: 10.15468/dl.w7w458
title: Occurrence Download

description: A dataset listing the 46 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mustela erminea"
 ]
}

 The dataset's 46 records were derived from 719 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015426-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17761723
title: Code for Paper "Increasing vertically compound soil moisture droughts largely threaten carbon uptake in forests and croplands"
DOI: 10.5281/zenodo.17761722
title: Code for Paper "Increasing vertically compound soil moisture droughts largely threaten carbon uptake in forests and croplands"
DOI: 10.15468/dl.2yhcch
title: Occurrence Download

description: A dataset containing 203283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -30.914722",
 "DecimalLatitude is less than or equal to -25.914722",
 "DecimalLongitude is greater than or equal to -55.0",
 "DecimalLongitude is less than or equal to -50.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 203283 records from 301 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015423-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yk73gd
title: Occurrence Download

description: A dataset containing 8334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((113.72141 22.65669,113.78293 22.20174,114.40568 22.48539,114.27292 22.66075,113.72141 22.65669))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "IucnRedListCategory is EN",
 "IucnRedListCategory is CR"
 ]
 },
 "TaxonKey is Aves"
 ]
}

 The dataset includes 8334 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207857-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyhdg6
title: Occurrence Download

description: A dataset containing 301368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eupatorium L."
 ]
}

 The dataset includes 301368 records from 925 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018153-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xxbvp
title: Occurrence Download

description: A dataset containing 655 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diospyros canaliculata De Wild."
 ]
}

 The dataset includes 655 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022529-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5rxus
title: Occurrence Download

description: A dataset containing 1101 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Brosimum utile (Kunth) Oken)"
 ]
}

 The dataset includes 1101 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016246-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p22ywc
title: Occurrence Download

description: A dataset containing 1359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Panthera leo (Linnaeus, 1758)"
 ]
}

 The dataset includes 1359 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114838-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrgqxn
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tulipa linifolia Regel"
 ]
}

 The dataset includes 123 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024537-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52bdfg
title: Occurrence Download

description: A dataset containing 961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Antrostomus carolinensis (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 961 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207860-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.836mvx
title: Occurrence Download

description: A dataset containing 1188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present",
 "TaxonKey is Loddigesia mirabilis (Bourcier, 1847)",
 "Year 1980-2022"
 ]
}

 The dataset includes 1188 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0233389-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7c6gez
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gomphrena radiata Pedersen"
 ]
}

 The dataset's 1 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022673-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9smkue
title: Occurrence Download

description: A dataset containing 2055 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterygota Schott & Endl."
 ]
}

 The dataset includes 2055 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207861-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sibscu
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hilliardiella elaeagnoides (DC.) Swelank. & J.C.Manning"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018134-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ennjr
title: Occurrence Download

description: A dataset containing 67074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((116.34164828866369 19.16882447759172,127.15219516366369 19.16882447759172,127.15219516366369 5.225304199164743,116.34164828866369 5.225304199164743,116.34164828866369 19.16882447759172))",
 {
 "or" : [
 "IucnRedListCategory is VU",
 "IucnRedListCategory is EN",
 "IucnRedListCategory is CR"
 ]
 }
 ]
}

 The dataset includes 67074 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023205-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fy6e5g
title: Occurrence Download

description: A dataset containing 9833 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudobombax Dugand"
 ]
}

 The dataset includes 9833 records from 356 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207855-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d65d6r
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Acipenser baerii Brandt, 1869"
 ]
}

 The dataset includes 105 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010663-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chk4um
title: Occurrence Download

description: A dataset containing 123585 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Erigeron primulifolius (Lam.) Greuter, Erigeron sumatrensis Retz., Erodium botrys (Cav.) Bertol.)"
 ]
}

 The dataset includes 123585 records from 1238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010638-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.