cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.j9xzfr
title: Occurrence Download

description: A dataset containing 2435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinella humboldti (Gallardo, 1965)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2435 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026137-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/mb49-b341
title: Paisley Cave 2 pollen dataset

description: Raw data for the Paisley Cave 2 pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.qmyq45
title: Occurrence Download

description: A dataset containing 1084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Litchi chinensis Sonn.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1084 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026138-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/7501-4j32
title: Braamhoek pollen dataset

description: Raw data for the Braamhoek pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/d4ft-px32
title: Pretty River water chemistry dataset

description: Raw data for the Pretty River water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/69jz-8a71
title: Salmon P. diatom surface sample dataset

description: Raw data for the Salmon P. diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/z1dx-3b23
title: Great Dismal Swamp pollen dataset

description: Raw data for the Great Dismal Swamp pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/dsqr-v114
title: Lucky Lake water chemistry dataset

description: Raw data for the Lucky Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.b86bmn
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Sistemática y distribución actual de los Agave spp mezcaleros"
 ]
}

 The dataset includes 282 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026144-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/jwas-t098
title: LDDsite6572 water chemistry dataset

description: Raw data for the LDDsite6572 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.p4ybk5
title: Occurrence Download

description: A dataset containing 18704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meles meles (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((5.314833 11.728921, 45.675482 11.728921, 45.675482 48.04871, 5.314833 48.04871, 5.314833 11.728921))",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 18704 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026142-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15364375
title: ST-HAR: STretchable-only Human Activity Recognition

description: The ST-HAR dataset introduces a novel approach to human activity recognition (HAR) using only a stretchable capacitive sensor, the Bando C-Stretch, without relying on inertial or optical systems. This dataset offers measurements of human leg motion during walking and running, captured solely through elastomeric deformation.

The C-Stretch sensor is based on a flexible elastomeric structure that accurately responds to elongation and surface strain. Its capacitance changes linearly with deformation, making it ideal for continuous biomechanical monitoring. The sensor is mounted on the knee joint of five healthy subjects while they perform treadmill-based walking and running at variable speeds ranging from 1.5 km/h to 14 km/h.

Key features of the dataset:





Single-sensor HAR: Data exclusively from a stretchable strain sensor.




High fidelity: Includes both nominal activity data and noisy samples (in a dedicated others folder) to support research on robustness and signal compensation.




Detailed user metadata: Each subject is characterized by anthropometric and demographic data (age, height, weight, percentiles, sensor placement).




Rich annotation: Time-stamped activity transitions are marked and each trial is clearly labeled by speed and repetition.



Whether you're developing machine learning models for wearable sensors, testing signal processing techniques, or exploring new directions in soft electronics, ST-HAR provides a focused dataset for advancing sensor-driven activity recognition.

📁 Includes: .mat files per subject and speed | 🧍‍♂️ 5 Subjects | ⚙️ Speeds: 1.5–14 km/h | 📚 Sensor datasheet & user manual included
DOI: 10.5281/zenodo.15364376
title: ST-HAR: STretchable-only Human Activity Recognition

description: The ST-HAR dataset introduces a novel approach to human activity recognition (HAR) using only a stretchable capacitive sensor, the Bando C-Stretch, without relying on inertial or optical systems. This dataset offers measurements of human leg motion during walking and running, captured solely through elastomeric deformation.

The C-Stretch sensor is based on a flexible elastomeric structure that accurately responds to elongation and surface strain. Its capacitance changes linearly with deformation, making it ideal for continuous biomechanical monitoring. The sensor is mounted on the knee joint of five healthy subjects while they perform treadmill-based walking and running at variable speeds ranging from 1.5 km/h to 14 km/h.

Key features of the dataset:





Single-sensor HAR: Data exclusively from a stretchable strain sensor.




High fidelity: Includes both nominal activity data and noisy samples (in a dedicated others folder) to support research on robustness and signal compensation.




Detailed user metadata: Each subject is characterized by anthropometric and demographic data (age, height, weight, percentiles, sensor placement).




Rich annotation: Time-stamped activity transitions are marked and each trial is clearly labeled by speed and repetition.



Whether you're developing machine learning models for wearable sensors, testing signal processing techniques, or exploring new directions in soft electronics, ST-HAR provides a focused dataset for advancing sensor-driven activity recognition.

📁 Includes: .mat files per subject and speed | 🧍‍♂️ 5 Subjects | ⚙️ Speeds: 1.5–14 km/h | 📚 Sensor datasheet & user manual included
DOI: 10.15468/dl.m59u6q
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((11.42631 50.29747,11.13633 50.38556,10.66511 50.38067,10.66511 50.02758,10.64833 49.68365,10.72238 49.58848,11.20107 49.56577,11.42631 49.6524,11.42631 50.29747))",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Triturus cristatus (Laurenti, 1768), Triturus cristatus cristatus)"
 ]
}

 The dataset includes 61 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026141-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdf7hd
title: Occurrence Download

description: A dataset containing 32212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carpobrotus edulis (L.) N.E.Br."
 ]
}

 The dataset includes 32212 records from 279 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026139-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgwf3w
title: Occurrence Download

description: A dataset containing 6295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinella margaritifera (Laurenti, 1768)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6295 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026143-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/gvdw-hh11
title: Paddy's Lake charcoal dataset

description: Raw data for the Paddy's Lake charcoal dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/y9ga-gj98
title: Malham Tarn Moss testate amoebae surface sample dataset

description: Raw data for the Malham Tarn Moss testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/6nxb-rb16
title: Mukhrino Mire Complex testate amoebae surface sample dataset

description: Raw data for the Mukhrino Mire Complex testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.9tg54b
title: Occurrence Download

description: A dataset containing 569 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrence dataset from the waterbird survey of the middle and lower Huai He floodplain, China"
 ]
}

 The dataset includes 569 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026145-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/zczs-k621
title: Jenny Lake diatom surface sample dataset

description: Raw data for the Jenny Lake diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ec06-nq13
title: Tüttensee pollen dataset

description: Raw data for the Tüttensee pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/vhar-0j44
title: Lake Suho Ezero pollen dataset

description: Raw data for the Lake Suho Ezero pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/z5s4-8225
title: LDDsite6446 ostracode surface sample dataset

description: Raw data for the LDDsite6446 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.hbecqq
title: Occurrence Download

description: A dataset containing 1351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters is less than or equal to 250.0",
 "TaxonKey is Bradypus variegatus Schinz, 1825",
 "Year 2000-2020"
 ]
}

 The dataset includes 1351 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026148-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/24pz-ac58
title: Kenai Gas Field testate amoebae surface sample dataset

description: Raw data for the Kenai Gas Field testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/f928-0778
title: Limit ullastrar Sa Serra pollen surface sample dataset

description: Raw data for the Limit ullastrar Sa Serra pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/q6jc-py58
title: LDDsite539 water chemistry dataset

description: Raw data for the LDDsite539 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.ucer29
title: Occurrence Download

description: A dataset containing 1099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinella ornata (Spix, 1824)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1099 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026150-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/2ffh-fa15
title: Lake M4 (Paterson et al. 2000) water chemistry dataset

description: Raw data for the Lake M4 (Paterson et al. 2000) water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.dx5jyd
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Mongolia, China)",
 "TaxonKey is Arachniodes aristata (G.Forst.) Tindale"
 ]
}

 The dataset includes 149 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026151-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/vwjb-sk78
title: TK-8 water chemistry dataset

description: Raw data for the TK-8 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.s234gj
title: Occurrence Download

description: A dataset listing the 29 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((46.48655 24.69267,46.56806 24.69267,46.56806 24.73642,46.48655 24.73642,46.48655 24.69267))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 29 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026130-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8h3mu
title: Occurrence Download

description: A dataset containing 2330 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea pentaphylla L."
 ]
}

 The dataset includes 2330 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026149-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/6rhc-sv75
title: North Rhody Peatland testate amoebae surface sample dataset

description: Raw data for the North Rhody Peatland testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/g2v6-f659
title: Laguna Madre water chemistry dataset

description: Raw data for the Laguna Madre water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/414e-k787
title: Dye Lower Water Lake (Dyer Lake) pollen dataset

description: Raw data for the Dye Lower Water Lake (Dyer Lake) pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.tu9tjy
title: Occurrence Download

description: A dataset containing 632 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aedes togoi (Theobald, 1907)"
 ]
}

 The dataset includes 632 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026152-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/vs50-ds18
title: Lago Piccolo di Avigliana ostracode dataset

description: Raw data for the Lago Piccolo di Avigliana ostracode dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/sb2d-0p23
title: Ruth Roy Lake diatom surface sample dataset

description: Raw data for the Ruth Roy Lake diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.n6mbpu
title: Occurrence Download

description: A dataset containing 3952 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aedes notoscriptus (Skuse, 1889)"
 ]
}

 The dataset includes 3952 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026153-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/3zhe-9b27
title: Albert Lake diatom surface sample dataset

description: Raw data for the Albert Lake diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.bzvnnu
title: Occurrence Download

description: A dataset containing 778 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aedes tortilis (Theobald, 1903)"
 ]
}

 The dataset includes 778 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026154-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/4kw5-g304
title: Changying testate amoebae surface sample dataset

description: Raw data for the Changying testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.