cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.llrbs2
title: Occurrence Download

description: A dataset containing 1355 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus pseudostrobus Lindl."
 ]
}

 The dataset includes 1355 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004734-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsyvmp
title: Occurrence Download

description: A dataset containing 6967 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Spain",
 "Country is Portugal",
 "Country is Andorra",
 "Country is France",
 "Country is Belgium",
 "Country is Switzerland",
 "Country is Italy"
 ]
 },
 "TaxonKey is Geotrupes Latreille, 1797"
 ]
}

 The dataset includes 6967 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051091-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/me39-rv68
title: Ngofe Marsh macrocharcoal dataset

description: Raw data for the Ngofe Marsh macrocharcoal dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.15468/dl.ila3mp
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnolia tripetala (L.) L."
 ]
}

 The dataset includes 431 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001056-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1kjcie
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Lissachatina fulica (Bowdich, 1822)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 79 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028722-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mf7nx
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysanthemum mongolicum Y.Ling"
 ]
}

 The dataset includes 411 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168416-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/23px-3235
title: Ngofe Marsh microcharcoal dataset

description: Raw data for the Ngofe Marsh microcharcoal dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.15468/dl.7kgdch
title: Occurrence Download

description: A dataset containing 99635 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Humulus lupulus L."
 ]
}

 The dataset includes 99635 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001056-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwwycv
title: Occurrence Download

description: A dataset containing 499 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Spain",
 "Country is Andorra"
 ]
 },
 "Geometry POLYGON((-0.70512 40.52625,5.54610 40.52625,5.54610 43.02564,-0.70512 43.02564,-0.70512 40.52625))",
 "HasCoordinate is true",
 "TaxonKey is Senecio lividus L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 499 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020884-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdkba3
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cycadales)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Geometry POLYGON((-80 25,50 25,50 90,-80 90,-80 25))"
 ]
}

 The dataset includes 237 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168457-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.niunau
title: Occurrence Download

description: A dataset containing 722 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Spain",
 "Country is Andorra"
 ]
 },
 "Geometry POLYGON((-0.82696 40.19167,6.67889 40.19167,6.67889 43.19556,-0.82696 43.19556,-0.82696 40.19167))",
 "HasCoordinate is true",
 "TaxonKey is Senecio inaequidens DC.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 722 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020859-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xo6tot
title: Occurrence Download

description: A dataset containing 5501 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caiman Spix, 1825"
 ]
}

 The dataset includes 5501 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001056-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2hu5h
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysanthemum oreastrum Hance"
 ]
}

 The dataset includes 310 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168428-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.02egon
title: Occurrence Download

description: A dataset containing 4481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinogobius Gill, 1859",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence",
 "BasisOfRecord is Specimen"
 ]
 },
 "Year is greater than or equal to 1949"
 ]
}

 The dataset includes 4481 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001056-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/q1zj-zk17
title: Ngofe Marsh pollen dataset

description: Raw data for the Ngofe Marsh pollen dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.15468/dl.bocy8i
title: Occurrence Download

description: A dataset containing 500 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Spain",
 "Country is Andorra"
 ]
 },
 "Geometry POLYGON((-1.13300 40.41518,7.25180 40.41518,7.25180 43.77083,-1.13300 43.77083,-1.13300 40.41518))",
 "HasCoordinate is true",
 "TaxonKey is Senecio lividus L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 500 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020876-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fabx5t
title: Occurrence Download

description: A dataset containing 2848 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysanthemum naktongense Nakai"
 ]
}

 The dataset includes 2848 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168420-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.muvdxf
title: Occurrence Download

description: A dataset containing 709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "TaxonKey is Lynx pardinus (Temminck, 1827)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 709 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016529-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mtfpr
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polylepis humboldtii T.Boza, Romol. & M.Kessler"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187007-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lgsjdf
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Citrus medica L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 152 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001056-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuenne
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anoploderomorpha excavata Chiang & Chen, 2001)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278103-200613084148143/datasets/export for details.
DOI: 10.15468/dl.r7v3yf
title: Occurrence Download

description: A dataset containing 3382 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lutjanus monostigma (Cuvier, 1828)"
 ]
}

 The dataset includes 3382 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050569-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3oizn
title: Occurrence Download

description: A dataset containing 9123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lathyrus palustris L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9123 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001056-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xf6xpd
title: Occurrence Download

description: A dataset containing 2121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidaploa canescens (Kunth) H.Rob."
 ]
}

 The dataset includes 2121 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278152-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydh7e7
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piper corei (Yunck.) R.Bernal"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187006-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdr68j
title: Occurrence Download

description: A dataset containing 384 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nemipterus marginatus (Valenciennes, 1830)"
 ]
}

 The dataset includes 384 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050682-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jlk5l
title: Occurrence Download

description: A dataset containing 9042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chusquea Kunth",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9042 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001056-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qy4kt
title: Occurrence Download

description: A dataset containing 1024 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Argyranthemum frutescens (L.) Sch.Bip.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 1024 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278204-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qymzju
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ajania shiwogiku (Kitam.) K.Bremer & Humphries"
 ]
}

 The dataset includes 241 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168435-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buw9tu
title: Occurrence Download

description: A dataset containing 822 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Amphibian and Reptile (NMNO-AR)"
 ]
}

 The dataset includes 822 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001056-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/06h9-zz67
title: Lac Brûlé diatom dataset

description: Raw data for the Lac Brûlé diatom dataset obtained from the Neotoma Paleoecology Database.
DOI: 10.15468/dl.cnnmbz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arnica alpina Salisb.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278213-200613084148143/datasets/export for details.
DOI: 10.15468/dl.x88uv4
title: Occurrence Download

description: A dataset containing 2814 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothriechis schlegelii (Berthold, 1846)"
 ]
}

 The dataset includes 2814 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168434-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xhcrp
title: Occurrence Download

description: A dataset containing 3273 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Sphenodontia [GBIF Backbone Taxonomy], Squamata [GBIF Backbone Taxonomy], Testudines [GBIF Backbone Taxonomy], Crocodylia [GBIF Backbone Taxonomy], Amphibia [GBIF Backbone Taxonomy])",
 "GadmGid is one of (COL.3_2)"
 ]
 }
 ]
}

 The dataset includes 3273 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021415-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxyx6e
title: Occurrence Download

description: A dataset containing 9301164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 59.085278",
 "DecimalLatitude is less than or equal to 64.085278",
 "DecimalLongitude is greater than or equal to 15.0",
 "DecimalLongitude is less than or equal to 20.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 9301164 records from 227 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021403-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17196343
title: "Room-temperature valley-selective emission in Si-MoSe2 heterostructures enabled by high-quality-factor chiroptical cavities"--Dataset and code

description: Available data and code for the manuscript "Room-temperature valley-selective emission in Si-MoSe2 heterostructures enabled by high-quality-factor chiroptical cavities" published in Nature Communications (Pan F. et al. Nat. Commun. 2025, DOI: 10.1038/s41467-025-66502-4).

Execution tested with Matlab 2023b on Windows.Unzip folder to access files.

Contact fpan22@stanford.edu in case of problems with the Matlab code.All code and data remains under copyright by the authors. The code is provided solely for reproducing the figures of the aforementioned paper.
DOI: 10.5281/zenodo.17196344
title: "Room-temperature valley-selective emission in Si-MoSe2 heterostructures enabled by high-quality-factor chiroptical cavities"--Dataset and code

description: Available data and code for the manuscript "Room-temperature valley-selective emission in Si-MoSe2 heterostructures enabled by high-quality-factor chiroptical cavities" published in Nature Communications (Pan F. et al. Nat. Commun. 2025, DOI: 10.1038/s41467-025-66502-4).

Execution tested with Matlab 2023b on Windows.Unzip folder to access files.

Contact fpan22@stanford.edu in case of problems with the Matlab code.All code and data remains under copyright by the authors. The code is provided solely for reproducing the figures of the aforementioned paper.
DOI: 10.15468/p9a4pg
title: Digital Catalogue of Biodiversity of Poland — Animalia: Arthropoda: Hexapoda: Insecta: Hymenoptera: Apocrita: Vespoidea

description: The dataset presents a chapter of the &lt;a href='https://www.gbif.org/dataset/search?keyword=Digital%20Catalogue%20of%20Biodiversity%20of%20Poland'&gt;Digital Catalogue of Biodiversity of Poland&lt;/a&gt;, comprising taxa of (infra)specific level, reported from Poland in the present administrative boundaries of the country. In this instance of the Catalogue, the list includes only taxa of confirmed occurrence, ignoring doubtful records that need verification as well as synonyms and other not valid names. The occurrence of each species is supported by a published reference.
DOI: 10.25584/3005733
title: Multiscale ACI Satellite Database

description: The SATELLITE_EAGLES_PNNL NetCDF dataset contains a suite of satellite- and reanalysis-derived atmospheric and surface parameters on a regular latitude–longitude grid. The dataset includes core geophysical fields such as land fraction, aerosol optical depth at multiple wavelengths (465, 550, 667, and 865 nm), sea surface temperature, estimated inversion strength, and various thermodynamic and dynamic quantities (e.g., relative humidity, vertical velocity, boundary-layer height, and surface fluxes) from both MERRA and ERA reanalysis products, provided as daily-mean and instantaneous values. A major component of the dataset consists of MODIS-retrieved cloud microphysical properties, including cloud droplet number concentration, cloud effective radius, optical thickness, and liquid water path, provided for three compositing regimes (“All,” “Q06,” and “G18”). Corresponding cloud-top parameters—temperature, height, and pressure—along with total and domain-mean cloud fraction fields are also included. The file further integrates additional satellite data from AMSR-E (for cloud water, rain water, and surface precipitation retrievals) and CERES (for top-of-atmosphere radiative fluxes, cloud fractions, and albedo). This dataset is designed to evaluate aerosol–cloud interactions in warm clouds, emphasizing the use of MODIS for deriving cloud droplet number concentration and liquid water path statistics. The complementary satellite and reanalysis fields are co-located and time-matched to the same instantaneous MODIS observations, enabling consistent comparisons between cloud properties, aerosol loading, and large-scale meteorological conditions. The dataset is recently featured in Christensen et al. (2025), Machine Learning Reveals Strong Grid-Scale Dependence in the Satellite Nd–LWP Relationship, EGUsphere [preprint], https://doi.org/10.5194/egusphere-2025-3850, 2025.
DOI: 10.15468/dl.4qusnd
title: Occurrence Download

description: A dataset containing 53702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ligustrum sinense, Ligustrum sinense)"
 ]
}

 The dataset includes 53702 records from 341 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021416-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/m58k4-ct595
title: Dataset accompanying "Photometric and Spectral Characterization of Spacecraft Materials with Application to Lunar Trailblazer"

description: This csv file consists of the spectra collected by the ASD FieldSpec 3 from 400 to 2500 nm of the spacecraft materials measured in this study (bare aluminum, BR 127 coated composite panel, MLI, solar cell, and white reference). This is supplemental data set S1 for Photometric Characterization of Spacecraft Materials with application to Lunar Trailblazer.
DOI: 10.15468/dl.veuvn4
title: Occurrence Download

description: A dataset containing 149752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Verbascum nigrum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 149752 records from 780 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021410-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/8892420
title: LC Scenarios for lane change Classification