cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/tjza-mz08
title: Summit Lake water chemistry dataset

description: Raw data for the Summit 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: 10.21233/qdsa-zh03
title: South Lake diatom bottom sample dataset

description: Raw data for the South Lake diatom bottom 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/eq5a-jv04
title: Cactus Ridge diatom surface sample dataset

description: Raw data for the Cactus Ridge 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/se9h-rh29
title: Cheng et al. 2020 Site 136 pollen surface sample dataset

description: Raw data for the Cheng et al. 2020 Site 136 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/sxby-z729
title: Fenters Farm vertebrate fauna dataset

description: Raw data for the Fenters Farm vertebrate fauna 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/f2jh-zb17
title: Lake Waynoka diatom dataset

description: Raw data for the Lake Waynoka diatom 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.rdbs3q
title: Occurrence Download

description: A dataset containing 959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus sargentii Rehder",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 959 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024134-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/r2qc-mt28
title: McRae's Farm ostracode surface sample dataset

description: Raw data for the McRae's Farm 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: 10.21233/nt63-mj45
title: Skilling Cottage pollen surface sample dataset

description: Raw data for the Skilling Cottage 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: 10.21233/31qe-ht78
title: LDDsite2430 ostracode surface sample dataset

description: Raw data for the LDDsite2430 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: 10.21233/2k1s-xy76
title: Splitrock Reservoir water chemistry dataset

description: Raw data for the Splitrock Reservoir 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.3daenz
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Magnolia iltisiana Vazquez"
 ]
}

 The dataset includes 112 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024135-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.49fxda
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.5_1",
 "OccurrenceStatus is Present",
 "StartDayOfYear 117-366",
 "TaxonKey is Lasiurus xanthinus (Thomas, 1897)",
 "Year is 2023"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024136-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/asqw-w128
title: NLA06608-1735 diatom surface sample dataset

description: Raw data for the NLA06608-1735 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.q7qt2a
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stegonotus muelleri Duméril, Bibron & Duméril, 1854"
 ]
}

 The dataset includes 64 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024137-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3g82qb
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-101.7492 17.80246,-101.7535 17.80144,-101.7536 17.79918,-101.75029 17.78999,-101.74833 17.78511,-101.73369 17.78023,-101.72119 17.77455,-101.7159 17.77367,-101.71534 17.7743,-101.71631 17.77519,-101.71887 17.77706,-101.72101 17.77853,-101.72508 17.78127,-101.7324 17.78605,-101.74061 17.79001,-101.74683 17.79314,-101.74694 17.79383,-101.74635 17.79402,-101.74536 17.79406,-101.74473 17.79446,-101.74455 17.79535,-101.7446 17.7966,-101.74503 17.79795,-101.74579 17.79927,-101.74683 17.80019,-101.7475 17.80069,-101.74823 17.8021,-101.74881 17.80246,-101.7492 17.80246))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 164 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024138-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/73gj-ec49
title: Lake Bomoseen diatom surface sample dataset

description: Raw data for the Lake Bomoseen 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/b0f9-qb88
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: 10.21233/xtsz-se92
title: Murray Lake ostracode surface sample dataset

description: Raw data for the Murray Lake 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: 10.21233/kbhh-gs59
title: Lej de Staz testate amoebae surface sample dataset

description: Raw data for the Lej de Staz 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.cse296
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera alpigena subsp. glehnii (F.Schmidt) Nedol.",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024139-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nja5gd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.5_1",
 "OccurrenceStatus is Present",
 "StartDayOfYear 1-181",
 "TaxonKey is Myotis yumanensis (H.Allen, 1864)",
 "Year is 2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024140-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/cjjj-9n79
title: Scotty Creek testate amoebae surface sample dataset

description: Raw data for the Scotty Creek 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/ncq1-qx54
title: Tourbiere de l’Aeroport testate amoebae surface sample dataset

description: Raw data for the Tourbiere de l’Aeroport 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/dmgj-zx36
title: Sanders III [47WP70] vertebrate fauna dataset

description: Raw data for the Sanders III [47WP70] vertebrate fauna 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/g09z-k430
title: Lough Moynagh loss-on-ignition dataset

description: Raw data for the Lough Moynagh loss-on-ignition 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: 10.21233/2b2j-1597
title: St. Boniface Hospital [DiLg-33] vertebrate fauna dataset

description: Raw data for the St. Boniface Hospital [DiLg-33] vertebrate fauna 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/zhe2-2509
title: Herron Peatland testate amoebae surface sample dataset

description: Raw data for the Herron 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: 10.15468/dl.uuxju9
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Magnolia mexicana DC."
 ]
}

 The dataset includes 321 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024141-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5mvrx4v62z.3
title: Student Insomnia and Educational Outcomes Dataset

description: This dataset consists of 985 rows (responses) and 16 columns (features), focusing on the relationship between insomnia and its impact on educational outcomes. It includes self-reported data on sleep patterns, quality, fatigue, stress levels, academic performance, and lifestyle habits. The survey was conducted using Google Forms, ensuring broad accessibility and ease of participation.

Data Collection: The data was collected through an online survey administered via Google Forms in Oct-Nov 2024. Respondents were asked to provide insights into their sleep behaviors and the effects on their academic and daily activities.

Key Features:
1. Demographics: Year of study and gender.
2. Sleep Patterns: Frequency of difficulty falling asleep, hours of sleep, night awakenings, and overall sleep quality.
3. Cognitive and Academic Effects: Impact on concentration, fatigue, class attendance, assignment completion, and overall academic performance.
4. Lifestyle Factors: Electronic device usage before sleep, caffeine consumption, and physical activity frequency.
5. Stress Levels: Self-reported stress related to academic workload.

This dataset can be used for:
1. Machine learning analysis to model and predict academic performance based on sleep and lifestyle factors.
2. Statistical studies investigating the connection between sleep disturbances and educational outcomes.
3. Developing behavioral and educational interventions to improve student well-being and performance.

Format: The dataset consists of 16 columns in categorical or ordinal formats. It contains 785 rows with no missing data, making it ready for analytics and machine learning applications.
DOI: 10.17632/4g5mj9khdn.1
title: Dataset of Thermomagnetic Curves, Hysteresis parameters and Sample Coordinates from Soil Studies in Eastern Botswana

description: This study hypothesizes that the magnetic properties of soils and rocks in eastern Botswana—specifically thermomagnetic and hysteresis parameters—can reveal mineralogy, geological history, and environmental conditions. Parameters like Curie temperature, magnetic susceptibility, and hysteresis traits help identify minerals such as magnetite, hematite, pyrrhotite, and titanomagnetite, and their grain sizes. These signatures enable mapping of geological units, boundaries, and mineral formation processes influenced by tectonics and past environments.

Samples were collected from soils (5–30 cm depth) along roads during the dry season, stored in plastic containers to prevent contamination. Rocks came from outcrops and quarries. Laboratory analysis involved heating samples up to 700 °C in nitrogen to identify Curie temperatures, and measuring hysteresis parameters (Mrs, Ms, Hcr, Hc) to assess mineral grain size and domain states.

Results show most samples contain magnetite-like minerals with Curie temperatures near 585 °C. Some exhibit secondary features like Hopkinson peaks, indicating mineral mixes such as hematite and pyrrhotite. Mineral alterations, like magnetite oxidation to hematite, are evident from susceptibility changes. Hysteresis data reveal a range of grain sizes and magnetic domain states, reflecting geological processes like weathering and neoformation. Non-reversible heating/cooling behavior suggests metastable minerals or alteration during thermal treatment.

Geologically, magnetic variations support mapping of features like the Kaapvaal and Zimbabwe Cratons and the Limpopo Belt. The data confirm regions dominated by magnetite minerals, useful for mineral exploration, paleoenvironmental reconstruction, and regional tectonic mapping. Overall, combining thermomagnetic and hysteresis measurements provides insights into mineralogy, alteration pathways, and geological structures essential for exploration and environmental assessments.
DOI: 10.17632/fwnrfccs8m.1
title: Raw-data of CYTOF of PBMC from AITL patients

description: Angioimmunoblastic T-cell lymphoma (AITL), an aggressive T-cell malignancy derived from follicular helper T (Tfh) cells, is characterized by systemic immune dysregulation and heterogeneous clinical outcomes despite anthracycline-based chemotherapy. Here, we perform Cytof in PBCM of AITL patients to describe peripheral immune landscapes of AITL.
DOI: 10.17632/46935ny6vz.1
title: Machine Learning Prediction of Bio-oil Yield from Biomass and Plastic Co-pyrolysis Based on Condensation Conditions

description: This dataset contains machine learning prediction data related to the co-pyrolysis of biomass and plastics. The input features included are the approximate analysis and final analysis of biomass and the final analysis of plastics, pyrolysis conditions (pyrolysis temperature, pyrolysis time, heating rate) and raw material ratios.
DOI: 10.3535/fwt-we0-7d7
title: Arcoidea Lamarck, 1809

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mrg-wjw-lzn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pf2-glb-grd
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y4t-rxb-zyf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3b2-n3e-22m
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/59a-7xh-gpx
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wd1-jlf-wcz
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/27j-ejl-sp0
title: Verruca

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f1x-dgg-vs0
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ysr-kfb-bpb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h6z-l5n-hj0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tgh-ygc-v0v
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.juga9y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Malta",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023026-250811113504898/datasets/export for details.
DOI: 10.3535/3dg-nl1-hdr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/97z-xy3-3vv
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aph-r78-n9f
title: †Chaetetes Fischer, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vba-wdl-1xd
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0rh-lhk-ywz
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7jv-wg0-d6e
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lf5-p87-vp1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lga-0qg-9fp
title: Laevidentalina soluta (Reuss, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r9k-egn-06m
title: Pseudothurmannia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/283-y9y-xxs
title: Squalus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lkk-amh-zp9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zcx-8gl-vx8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dh8-z4c-ybl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qjc-bj4-6c1
title: Porites Link, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4ea-2dn-g8g
title: Chlamys Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ddn-kvf-csr
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/82k-bej-q2z
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.