cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.1dqfes
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardisoma guanhumi Latreille, 1828"
 ]
}

 The dataset includes 389 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033503-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4watd
title: Occurrence Download

description: A dataset containing 429 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis poecilopus Cope, 1862"
 ]
}

 The dataset includes 429 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009911-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t75ag2
title: Occurrence Download

description: A dataset listing the 1063 species recorded in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-81.15952 28.78667,-81.18064 28.79268,-81.20811 28.7901,-81.21411 28.78633,-81.2124 28.77053,-81.21634 28.76195,-81.23025 28.76006,-81.23591 28.75731,-81.24072 28.7477,-81.25274 28.73637,-81.26784 28.72762,-81.30887 28.72436,-81.30595 28.71268,-81.30578 28.70582,-81.27076 28.7041,-81.25686 28.69243,-81.22647 28.69037,-81.20502 28.69054,-81.17068 28.69294,-81.15592 28.71182,-81.15952 28.78667))"
 ]
}

 The dataset's 1063 records were derived from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065873-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecicyj
title: Occurrence Download

description: A dataset containing 26371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "DatasetKey is Mollusca specimens of Toyama Science Museum"
 ]
}

 The dataset includes 26371 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033504-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4g5sr
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sylvilagus tapetillus Thomas, 1913"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002785-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sl8uve
title: Occurrence Download

description: A dataset containing 56018 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "BasisOfRecord is Fossil"
 ]
}

 The dataset includes 56018 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053479-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqb3yt
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Heliconia lankesteri Standl."
 ]
}

 The dataset includes 242 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009903-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oxoptm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encosternum delegorguei Spinola, 1850"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002787-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f1hiwg
title: Occurrence Download

description: A dataset containing 435832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Proteaceae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 435832 records from 319 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033514-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvq8hp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista cupanii Guss.",
 "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 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020174-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5mxby
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes greenwoodii Salazar & Soto Arenas"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169017-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8oumby
title: Occurrence Download

description: A dataset containing 480 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Stellera chamaejasme L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 480 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002787-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.l3odzn
title: Occurrence Download

description: A dataset containing 2538 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 2538 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033518-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkkhtx
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agathosma geniculata Pillans"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020173-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pj91iq
title: Occurrence Download

description: A dataset containing 1444 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anilius scytale (Linnaeus, 1758)"
 ]
}

 The dataset includes 1444 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002788-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vs1nhj
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysaora pacifica (Goette, 1886)"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053482-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6we6n9
title: Occurrence Download

description: A dataset containing 981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scapherpetontidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 981 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020144-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.remkjm
title: Occurrence Download

description: A dataset containing 514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lolium L.",
 "Country is Türkiye"
 ]
}

 The dataset includes 514 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033530-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rppvn3
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista ephedroides DC.",
 "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 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020182-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztxpm0
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudorinelepis genibarbis (Valenciennes, 1840)"
 ]
}

 The dataset includes 57 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002789-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msisj9
title: Occurrence Download

description: A dataset containing 2046 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Incilius alvarius (Girard, 1859)"
 ]
}

 The dataset includes 2046 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033532-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hybayu
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Hertfordshire Biological Records Centre - Roadside Verge Survey 1986 (Herts data from Cambs WT survey)"
 ]
}

 The dataset includes 67 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002790-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqrovz
title: Occurrence Download

description: A dataset containing 15662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Escalloniaceae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 15662 records from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033533-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnhdvm
title: Occurrence Download

description: A dataset containing 4456 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calyptrocarya Nees"
 ]
}

 The dataset includes 4456 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002790-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rse8pv
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alsophila basirotundata (Rakotondr. & Janssen) Christenh."
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001705-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nkunq
title: Occurrence Download

description: A dataset containing 138760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Goodeniaceae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 138760 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033534-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4d8yy
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080798-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tyyga
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydnoraceae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 309 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033538-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hd4za8
title: Occurrence Download

description: A dataset containing 22665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adenostyles alpina (L.) Bluff & Fingerh.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22665 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025157-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uczjr6
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Greeneria uvicola (Berk. & M.A.Curtis) Punith."
 ]
}

 The dataset's 2 records were derived from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168989-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aomvod
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encholirium subsecundum (Baker) Mez"
 ]
}

 The dataset includes 70 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034263-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dcwu7m
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Justicia involucrata (Nees) Leonard"
 ]
}

 The dataset includes 88 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169018-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqzm9z
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa medemi Brame & Wake, 1972"
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002792-150912100344238/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmxrci
title: Occurrence Download

description: A dataset containing 3405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melianthaceae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Specimen"
 ]
 }
 ]
}

 The dataset includes 3405 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033541-160910150852091/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.28643153
title: A ballistocardiogram dataset with reference ECG signals for bedside heart rhythm assessment

description: The unobtrusive collection of ballistocardiogram (BCG) data makes it a promising option for continuous, low-effort cardiovascular monitoring. Key heart rhythm metrics such as heart rate (HR), inter-beat interval (IBI), and heart rate variability (HRV) are widely recognized indicators of cardiovascular health. The primary clinical goal of BCG applications is to estimate these metrics accurately. However, most previous studies have focused on the subject group exclusively consisting of healthy young adults, differing markedly from the high-risk populations (e.g., old adults or cardiac patients), who would benefit most from long-term monitoring in everyday settings. To bridge this gap, we collected nighttime BCG recordings from 46 middle-aged and elderly participants during natural sleep. The subjects included individuals with atrial arrhythmias, ventricular arrhythmias, myocardial ischemia, and nonclinical variations like sinus arrhythmias. This dataset comes with synchronized Holter monitor recordings, may advance BCG's utilization in cardiac rhythm assessment and early cardiovascular disease detection, and test the generalizability of BCG algorithms in real-world scenarios with various health conditions.
DOI: 10.6084/m9.figshare.28643153.v1
title: A ballistocardiogram dataset with reference ECG signals for bedside heart rhythm assessment

description: The unobtrusive collection of ballistocardiogram (BCG) data makes it a promising option for continuous, low-effort cardiovascular monitoring. Key heart rhythm metrics such as heart rate (HR), inter-beat interval (IBI), and heart rate variability (HRV) are widely recognized indicators of cardiovascular health. The primary clinical goal of BCG applications is to estimate these metrics accurately. However, most previous studies have focused on the subject group exclusively consisting of healthy young adults, differing markedly from the high-risk populations (e.g., old adults or cardiac patients), who would benefit most from long-term monitoring in everyday settings. To bridge this gap, we collected nighttime BCG recordings from 46 middle-aged and elderly participants during natural sleep. The subjects included individuals with atrial arrhythmias, ventricular arrhythmias, myocardial ischemia, and nonclinical variations like sinus arrhythmias. This dataset comes with synchronized Holter monitor recordings, may advance BCG's utilization in cardiac rhythm assessment and early cardiovascular disease detection, and test the generalizability of BCG algorithms in real-world scenarios with various health conditions.
DOI: 10.5281/zenodo.17077452
title: M-CATNAT: A Multimodal dataset to analyze French tweets during natural disasters

description: This repository contains a multimodal tweet annotation dataset aimed at enhancing disaster response efforts and social media analysis. Below is a breakdown of the files included in this repository:

Files

1. "annotations.csv"

This CSV file serves as the main dataset, containing annotations for each tweet instance. Each row represents a unique tweet, with the following columns:



tweet_id: The unique identifier for the tweet.

text_label: The annotation label for the tweet text.

image_label: The annotation label for the tweet image.

multimodal_label: The annotation label for the the multimodal instance .


Notes: In cases where a tweet contains multiple images, the tweet IDs are followed by numbers separated by underscores. For instance, "tweet_id_1" represents the first image in the tweet URLs list obtained from the Twitter API.

2. "annotation_guide_v2.html"

This document presents the second version of our annotation guide. It offers instructions and examples to resolve any potential disagreements among annotators, ensuring consistency in labeling the dataset.

Dataset Description

The dataset consists of multimodal tweets related to natural disasters, sourced from Twitter. Each tweet is annotated based on predefined criteria outlined in the annotation guide.
DOI: 10.5281/zenodo.17077453
title: M-CATNAT: A Multimodal dataset to analyze French tweets during natural disasters

description: This repository contains a multimodal tweet annotation dataset aimed at enhancing disaster response efforts and social media analysis. Below is a breakdown of the files included in this repository:

Files

1. "annotations.csv"

This CSV file serves as the main dataset, containing annotations for each tweet instance. Each row represents a unique tweet, with the following columns:



tweet_id: The unique identifier for the tweet.

text_label: The annotation label for the tweet text.

image_label: The annotation label for the tweet image.

multimodal_label: The annotation label for the the multimodal instance .


Notes: In cases where a tweet contains multiple images, the tweet IDs are followed by numbers separated by underscores. For instance, "tweet_id_1" represents the first image in the tweet URLs list obtained from the Twitter API.

2. "annotation_guide_v2.html"

This document presents the second version of our annotation guide. It offers instructions and examples to resolve any potential disagreements among annotators, ensuring consistency in labeling the dataset.

Dataset Description

The dataset consists of multimodal tweets related to natural disasters, sourced from Twitter. Each tweet is annotated based on predefined criteria outlined in the annotation guide.