cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.y2cy7s
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018402-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9h69cv
title: Occurrence Download

description: A dataset containing 2445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((16.83227 42.56821,76.40743 42.56821,76.40743 65.39424,16.83227 65.39424,16.83227 42.56821))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Epilobium tetragonum"
 ]
}

 The dataset includes 2445 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018403-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fm5jnd
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 207 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018404-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xan6xv
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius gibelio",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018401-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgfehs
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 108 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018406-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzs9k9
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018405-250717081556266/datasets/export for details.
DOI: 10.15468/dl.3be9xb
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chalcinus angulatus fuscus"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018407-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vj5veb
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Côte d’Ivoire",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018408-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvddy2
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius gibelio",
 "Country is Montenegro",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018410-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebwgen
title: Occurrence Download

description: A dataset containing 488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Setora postornata",
 "Year 1970-2025"
 ]
}

 The dataset includes 488 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018409-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88raew
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 55 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018412-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5k5rxz
title: Occurrence Download

description: A dataset containing 6701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius gibelio",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6701 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018411-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4p4tzm
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chromolaena odorata",
 "Country is Uganda",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018414-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4w7mkx
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018413-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufc7d6
title: Occurrence Download

description: A dataset containing 580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius gibelio",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 580 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018415-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67brhr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAW7912"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018416-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxgbaz
title: Occurrence Download

description: A dataset containing 1799913 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Motacilla cinerea"
 ]
}

 The dataset includes 1799913 records from 2878 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018334-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5959cn3z
title: MassIVE MSV000100738 - Assessing extracellular vesicle proteins as predictive biomarkers for developing type 1 diabetes
title: Proteomic data from human plasma from donors; grouped into islet autoimmunity (n=19) and control (n=17) individuals. Plasma extracellular vesicles were enriched using strong anion exchange (SAX) beads from Resyn Biosciences, and workflow automated on a KingFisher Flex platform. Samples were reduced, alkylated, and digested with trypsin (1:20 (w/w) enzyme-to-protein ratio). Samples were analyzed on the Orbitrap Astral MS. Data was searched with DIA-NN using PNNL's DMS processing pipeline.
DOI: 10.15468/dl.xy3hut
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Dipper (Cinclus cinclus), River Tinhela (transects) - Ecological Monitoring Program [2012-17]"
 ]
}

 The dataset includes 294 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015497-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7u2kqy
title: Occurrence Download

description: A dataset containing 941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "DatasetKey is one of (NMNH Material Samples (USNM), Aretidris, a new genus of ants (Hymenoptera: Formicidae: Myrmicinae) from the mountains of Luzon Island, Philippines, Museum of Comparative Zoology, Harvard University, INSDC Sequences, Field Museum of Natural History (Zoology) Insect, Arachnid and Myriapod Collection, AntWeb, Recent Invertebrates Specimens)",
 "GadmGid is one of (PHL.11_1, PHL.18_1, PHL.37_1, PHL.63_1, PHL.56_1)",
 "TaxonKey is Formicidae"
 ]
}

 The dataset includes 941 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015498-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3etw4q
title: Occurrence Download

description: A dataset containing 13860 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Diurnal Butterflies (Lepidoptera) - Ecological Monitoring Program (2014-2017)"
 ]
}

 The dataset includes 13860 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015499-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv96eg
title: Occurrence Download

description: A dataset containing 20584 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Dragonflies and Damselflies (Odonata) - Ecological Monitoring Program (2011-2017)"
 ]
}

 The dataset includes 20584 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015500-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyquy7
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND",
 "OccurrenceStatus is Present",
 "TaxonKey is Budorcas taxicolor"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015501-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vqvv8
title: Occurrence Download

description: A dataset containing 1992 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prionurus microlepidotus"
 ]
}

 The dataset includes 1992 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015502-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4zqkb
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Dragonflies and Damselflies (Odonata) - Ecological Monitoring Program (2020)"
 ]
}

 The dataset includes 83 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015503-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18501098
title: Dataset for Thesis: Why the 15th-night Moon is Perceived as the Full Moon

description: No description provided.
DOI: 10.15468/dl.qs99vx
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Large Mammals (camera-trapping): Complementary Studies [2010]"
 ]
}

 The dataset includes 160 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015504-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awxyfm
title: Occurrence Download

description: A dataset containing 9982 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Large Mammals (diurnal transects): Ecological Monitoring Program [2011-2017]"
 ]
}

 The dataset includes 9982 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015505-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zq7f4
title: Occurrence Download

description: A dataset containing 71381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heracleum sphondylium, Heracleum sphondylium, Heracleum sphondylium, Heracleum sphondylium, Heracleum sphondylium, Heracleum sphondylium, Heracleum sphondylium, Heracleum sphondylium rarum)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 71381 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015468-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r45r78
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Large Mammals: river crossings - reference situation/early exploration phase. Compensatory Measures Monitoring Program (MC40B.1 and MC40B.2) [2017-2020]"
 ]
}

 The dataset includes 255 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015506-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15467664
title: Dataset for Forecasting Extreme Precipitation in South America Using Climate Indices

description: This dataset supports the analysis presented in the manuscript “Extreme Precipitation in South America: A Qualitative Linear Modeling Approach Using Climate Indices and Machine Learning Techniques”.

It includes the filtered time series of extreme precipitation events (PM95 and pm5), predictor matrices of climate indices (CIs), regression model coefficients and intercepts, forecasts, error metrics, and variable importance rankings used throughout the study.

The methodology combines hierarchical and K-means clustering, dimensionality reduction via NMF and PCA, and a multi-output regression framework using Linear, Ridge, Lasso, and ElasticNet algorithms.

All files are organized and labeled following a structured convention explained in the accompanying README.txt.

Embargo Notice: This dataset is currently under embargo and available only for peer review. Upon acceptance of the manuscript, it will be made fully public and assigned a DOI.

For questions, contact the corresponding author.
DOI: 10.5281/zenodo.15467665
title: Dataset for Forecasting Extreme Precipitation in South America Using Climate Indices

description: This dataset supports the analysis presented in the manuscript “Extreme Precipitation in South America: A Qualitative Linear Modeling Approach Using Climate Indices and Machine Learning Techniques”.

It includes the filtered time series of extreme precipitation events (PM95 and pm5), predictor matrices of climate indices (CIs), regression model coefficients and intercepts, forecasts, error metrics, and variable importance rankings used throughout the study.

The methodology combines hierarchical and K-means clustering, dimensionality reduction via NMF and PCA, and a multi-output regression framework using Linear, Ridge, Lasso, and ElasticNet algorithms.

All files are organized and labeled following a structured convention explained in the accompanying README.txt.

Embargo Notice: This dataset is currently under embargo and available only for peer review. Upon acceptance of the manuscript, it will be made fully public and assigned a DOI.

For questions, contact the corresponding author.
DOI: 10.15468/dl.9vyean
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Large and Medium-sized Mammals (occasional observations): Complementary Studies [2009-10]"
 ]
}

 The dataset includes 72 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015507-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd92d9
title: Occurrence Download

description: A dataset containing 1868 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Herminium monorchis)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1868 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015509-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yybffe
title: Occurrence Download

description: A dataset containing 725904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbatula",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 725904 records from 423 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015445-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97vpx6
title: Occurrence Download

description: A dataset containing 1716 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Large and Medium-sized Mammals (point counts): Complementary Studies [2009-10]"
 ]
}

 The dataset includes 1716 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015508-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wj8kd6
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Large and Medium-sized Mammals (transects): Complementary Studies [2010]"
 ]
}

 The dataset includes 110 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015510-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.928u7u
title: Occurrence Download

description: A dataset containing 675 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Reynoutria ciliinervis"
 ]
}

 The dataset includes 675 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015513-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35e7za
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Nocturnal Birds - Complementary Studies [2010]"
 ]
}

 The dataset includes 195 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015515-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5t92s
title: Occurrence Download

description: A dataset containing 8036 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Foz-Tua: Lichen flora – Complementary Studies [2011] and Ecological Monitoring Program [2012-2015]"
 ]
}

 The dataset includes 8036 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015511-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpgggf
title: Occurrence Download

description: A dataset containing 5403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Herniaria glabra)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 5403 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015512-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.