cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.69fb9u
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus deflexus",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 88 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053608-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yardbw
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ziziphus mauritiana",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053610-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.weu5cb
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macfadyena unguis-cati",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053609-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thf94y
title: Occurrence Download

description: A dataset containing 17178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyornis rubeculoides)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 17178 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053611-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wm4z9a
title: Occurrence Download

description: A dataset containing 6397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera biennis",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6397 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053614-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75cj9b
title: Occurrence Download

description: A dataset containing 1247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera biennis",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1247 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053612-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.693tht
title: Occurrence Download

description: A dataset containing 7316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyornis unicolor)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 7316 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053615-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dx3aqs
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera biennis",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053616-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j52pjm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triphasia trifolia",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053620-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r234f5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triphasia trifolia",
 "Country is Barbados",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053618-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxyuqx
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acinos arvensis",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053619-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuspj9
title: Occurrence Download

description: A dataset containing 41351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cypseloides niger)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 41351 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053621-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzv4b6
title: Occurrence Download

description: A dataset containing 768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus deflexus",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 768 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053622-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybct5b
title: Occurrence Download

description: A dataset containing 482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus deflexus",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 482 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053623-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjma6j
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053626-250717081556266/datasets/export for details.
DOI: 10.15468/dl.hp7rh6
title: Occurrence Download

description: A dataset containing 36967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Delichon dasypus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 36967 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053624-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3dm7a
title: Occurrence Download

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

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053627-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7knjvc
title: Occurrence Download

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

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053628-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhs8yq
title: Occurrence Download

description: A dataset containing 1388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Delichon lagopodum)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1388 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053630-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.um2vmd
title: Occurrence Download

description: A dataset containing 1069 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callicarpa dichotoma",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1069 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053629-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z68gd9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania ambrosioides",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053632-250717081556266/datasets/export for details.
DOI: 10.15468/dl.w8fspf
title: Occurrence Download

description: A dataset containing 500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Stipa breviflora"
 ]
}

 The dataset includes 500 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053631-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggznjv
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053633-250717081556266/datasets/export for details.
DOI: 10.15468/dl.jbqgv9
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysphania ambrosioides",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 68 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053636-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59v8fb
title: Occurrence Download

description: A dataset containing 10076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dendrocopos hyperythrus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 10076 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053635-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9e3hg
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triphasia trifolia",
 "Country is Saint Lucia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053637-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7kvc3
title: Occurrence Download

description: A dataset containing 552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clerodendrum indicum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 552 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053638-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7maptv
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053639-250717081556266/datasets/export for details.
DOI: 10.15468/dl.x4km64
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera biennis",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053640-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cn6669
title: Occurrence Download

description: A dataset containing 1070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera biennis",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1070 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053641-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16474083
title: Spatiotemporal Evolution Characteristics and Multi-Scenario Simulation of Ecosystem Service Values Driven by LUCC in Typical Karst Areas A Case Study of the Wumeng Mountain Area
DOI: 10.6084/m9.figshare.25605162.v1
title: Datasets of "Ants are more effective pollinators than brood-pollinating pyralid moths in <i>Balanophora fungosa</i>"

description: Datasets of "Ants are more effective pollinators than brood-pollinating pyralid moths in <i>Balanophora fungosa</i>"
DOI: 10.15468/dl.9pne8p
title: Occurrence Download

description: A dataset containing 756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Harmonia axyridis",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 756 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053643-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f49u3e
title: Occurrence Download

description: A dataset containing 5213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Harmonia axyridis",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5213 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053644-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29634554
title: The assembly of a hybrid type IV secretion system by a Crohn’s disease-associated <i>Escherichia coli</i> strain Microscopy Datasets

description: These datasets contain raw and processed microscopy images supporting Figures 3-6, and Supplementary Figure 2 of the paper "The assembly of a hybrid type IV secretion system by a Crohn’s disease-associated <i>Escherichia coli</i> strain" by Wong et al., 2025. The images were generated as described in the "Methods" section of the associated publication. Please see the included README.txt for details on folder structure and data processing.
DOI: 10.6084/m9.figshare.29634554.v1
title: The assembly of a hybrid type IV secretion system by a Crohn’s disease-associated <i>Escherichia coli</i> strain Microscopy Datasets

description: These datasets contain raw and processed microscopy images supporting Figures 3-6, and Supplementary Figure 2 of the paper "The assembly of a hybrid type IV secretion system by a Crohn’s disease-associated <i>Escherichia coli</i> strain" by Wong et al., 2025. The images were generated as described in the "Methods" section of the associated publication. Please see the included README.txt for details on folder structure and data processing.
DOI: 10.15468/dl.rkurwa
title: Occurrence Download

description: A dataset containing 44730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dendrocopos leucotos)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 44730 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053642-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzh9xz
title: Occurrence Download

description: A dataset containing 1469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "TaxonKey is one of (Caretta caretta, Testudines)"
 ]
}

 The dataset includes 1469 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001937-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95y3tq
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Guzmania osyana",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020780-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3mn7k
title: Occurrence Download

description: A dataset containing 61381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-109 37,-102 37,-102 41,-109 41,-109 37))",
 "HasGeospatialIssue is false",
 "TaxonKey is Cathartes aura",
 "Year 2015-2019"
 ]
}

 The dataset includes 61381 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020766-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18650944
title: The Decoupling Mechanism as a Boundary Condition: A Geometric Resolution to the Cosmological Constant and Hubble Tensions

description: Are the “Crisis in Cosmology” and the “Vacuum Catastrophe” simply geometric artifacts of how we parametrize Λ and H₀?  

This data note and accompanying Python script demonstrate that two of the largest anomalies in physics—the Hubble tension and the cosmological constant problem—can be numerically reproduced as simple geometric boundary conditions, without introducing new dynamical physics or free parameters.

Key findings

Hubble tension via sphere packing

  We show that the discrepancy between global (CMB) and local (SH0ES) measurements of H₀ corresponds to the geometric difference between a continuous fluid and a discrete packed structure. Applying the 3D kissing‑number packing factor (1 + 1/12) to the Planck 2018 value H₀ᴄᴍʙ = 67.4 km/s/Mpc predicts a local value of 73.02 km/s/Mpc, matching the SH0ES measurement (73.04 ± 1.04) at the level of about 0.02 standard deviations.

 

 Cosmological constant as a horizon invariant  

  We show that the apparent 10¹²² “fine‑tuning” of Λ disappears when Λ is treated as a boundary curvature term. The dimensionless product of Λ and the Hubble‑horizon area A_H reduces to an algebraic identity of order unity (~25.8), consistent with the geometric phase‑space factor 4π(π³/15) ≈ 25.98 to within about 0.7%.

 

Content

 

PDF note: concise derivation and statement of the geometric constraints on Λ and H₀.  

Python script (`cosmic_geometry_test_suite.py`): a reproducible, zero‑parameter test suite that evaluates these geometric identities against Planck 2018 and SH0ES inputs and reports explicit PASS/FAIL criteria.
DOI: 10.15468/dl.8mxuzk
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orthophytum foliosum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 61 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020781-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18650791
title: European wholesale electricity price data from Ember

description: Summary

This dataset contains average hourlywholesale day-ahead electricity prices for European countries.

Note that these are the prices generators receive for selling electricity on the spot market. They are not the same as the prices paid by electricity consumers, which can also include taxes, levies, network charges, subsidies, and supplier profits. They also do not account for hedging. For an explanation of how spot prices are formed, see here.






 











Methodology

Hourly data is sourced from ENTSO-e, EMR (UK), SEMOpx (Ireland). Missing values are interpolated from nearby values. This data is then aggregated to produce average daily and monthly values per country, weighted by load.

License

This data (European Wholesale Electricity Price Data)  was made available by Ember under the Creative Commons Attribution 4.0 License under the following link: https://ember-energy.org/data/european-wholesale-electricity-price-data. It is being uploaded here for easier programmatic access and consistency.