cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4m5zvx
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gordonia"
 ]
}

 The dataset includes 202 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033799-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3bpz6
title: Occurrence Download

description: A dataset containing 15591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium triquetrum",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15591 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033802-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fvyc7
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pangio piperata)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033804-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynf8uv
title: Occurrence Download

description: A dataset containing 4469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium triquetrum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4469 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033803-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmqagv
title: Occurrence Download

description: A dataset containing 15699 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saccharum L."
 ]
}

 The dataset includes 15699 records from 538 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002168-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15275692
title: SMOS solar flux

description: The SMOS orbital solar flux dataset collects solar flux data at 1.4 GHz from 2010 to March 31st, 2025. Input data are the SMOS L1B full polarization mode v724 data available from the SMOS dissemination service portal (smos-diss.eo.esa.int, doi).

Data are stored into txt files, each file covering one day. Daily files are sorted by year and month in dedicated folders. As the Sun signal is not always picked up by the main antenna-lobe of the Microwave Imaging Radiometer using Aperture Synthesis (MIRAS) payload, each file includes both main (front) lobe acquisitions, and acquisitions made by the back-lobe of the antenna. Data entries are arranged in chronological order, with all front-lobe data entered first, followed by all back-lobe data.

Solar flux and Sun Brightness Temperature (BT) values are normalized to a constant Sun-Earth distance of 1 AU. To retrieve the not-normalized data, values need to be divided by the given Sun-Earth distance correction factor. Each acquisition is meant as the aggregation of roughly 50 min of data (SMOS half orbit for a given antenna plane), and is described by:




Parameter
Description / Format


Acquisition Start Time 
Earliest timestamp used for each aggregate [UTC]


Median Acquisition Time 
Median timestamp used for each aggregate [UTC]


Acquisition Stop Time 
Latest timestamp used for each aggregate [UTC]


Median solar flux
Adjusted at a constant Sun-Earth distance of 1 AU [sfu]


Median Sun BT
Adjusted at a constant Sun-Earth distance of 1 AU [K]


Standard deviation of the Sun BT
Adjusted at a constant Sun-Earth distance of 1 AU [K]


Number of snapshots 
Sample size


Median Sun elevation angle
Sun elevation angle in the antenna plane [rad]


SMOS Orbit Number
Orbit sequential ID number


SMOS Orbit ANX Start Time
Orbit ascending node start time [UTC]




Note that data availability during 2010 is still limited as SMOS commissioning phase was still ongoing. Additionally, data coverage of the last days of August and the central days of April is limited due to low Sun elevation angles in the antenna plane. Future releases making use of subsequent L1OP processor versions will improve on the data coverage. 

 

For more information please contact: redlab-oper@eo-sppa.org

(C): Serco Italia S.p.A. 2025
DOI: 10.5281/zenodo.15275693
title: SMOS solar flux

description: The SMOS orbital solar flux dataset collects solar flux data at 1.4 GHz from 2010 to March 31st, 2025. Input data are the SMOS L1B full polarization mode v724 data available from the SMOS dissemination service portal (smos-diss.eo.esa.int, doi).

Data are stored into txt files, each file covering one day. Daily files are sorted by year and month in dedicated folders. As the Sun signal is not always picked up by the main antenna-lobe of the Microwave Imaging Radiometer using Aperture Synthesis (MIRAS) payload, each file includes both main (front) lobe acquisitions, and acquisitions made by the back-lobe of the antenna. Data entries are arranged in chronological order, with all front-lobe data entered first, followed by all back-lobe data.

Solar flux and Sun Brightness Temperature (BT) values are normalized to a constant Sun-Earth distance of 1 AU. To retrieve the not-normalized data, values need to be divided by the given Sun-Earth distance correction factor. Each acquisition is meant as the aggregation of roughly 50 min of data (SMOS half orbit for a given antenna plane), and is described by:




Parameter
Description / Format


Acquisition Start Time 
Earliest timestamp used for each aggregate [UTC]


Median Acquisition Time 
Median timestamp used for each aggregate [UTC]


Acquisition Stop Time 
Latest timestamp used for each aggregate [UTC]


Median solar flux
Adjusted at a constant Sun-Earth distance of 1 AU [sfu]


Median Sun BT
Adjusted at a constant Sun-Earth distance of 1 AU [K]


Standard deviation of the Sun BT
Adjusted at a constant Sun-Earth distance of 1 AU [K]


Number of snapshots 
Sample size


Median Sun elevation angle
Sun elevation angle in the antenna plane [rad]


SMOS Orbit Number
Orbit sequential ID number


SMOS Orbit ANX Start Time
Orbit ascending node start time [UTC]




Note that data availability during 2010 is still limited as SMOS commissioning phase was still ongoing. Additionally, data coverage of the last days of August and the central days of April is limited due to low Sun elevation angles in the antenna plane. Future releases making use of subsequent L1OP processor versions will improve on the data coverage. 

 

For more information please contact: redlab-oper@eo-sppa.org

(C): Serco Italia S.p.A. 2025
DOI: 10.15468/dl.wxynur
title: Occurrence Download

description: A dataset containing 36817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36817 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006172-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9rfv2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"IND.19.29_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009036-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvpesr
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.26.111_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009038-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g55jmu
title: Occurrence Download

description: A dataset containing 20619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (March, April, May, September, October, November)",
 "OccurrenceStatus is Present",
 "TaxonKey is Grus americana",
 "Year 2000-2026"
 ]
}

 The dataset includes 20619 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009037-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18115100
title: EIA STEO -- Short-Term Energy Outlook

description: The Short Term Energy Outlook is a monthly report of the U.S. Energy Information Administration with forecasts and history of energy production, consumption, and trade for electricity, petroleum, natural gas, coal, nuclear, and renewable sources. Archived from 
https://www.eia.gov/outlooks/steo/

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.15468/dl.nuucjf
title: Occurrence Download

description: A dataset containing 114393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer rubrum",
 "BasisOfRecord is one of (Human Observation)"
 ]
}

 The dataset includes 114393 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008982-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewjnv2
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (March, April, May, September, October, November)",
 "OccurrenceStatus is Present",
 "TaxonKey is Balearica regulorum gibbericeps"
 ]
}

 The dataset includes 194 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009039-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghkfpn
title: Occurrence Download

description: A dataset containing 430642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-85.10937 23.87443,-66.50818 23.87443,-66.50818 47.99342,-85.10937 47.99342,-85.10937 23.87443))",
 "TaxonKey is Euphagus carolinus"
 ]
}

 The dataset includes 430642 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008990-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dec2mh
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Collection Aves (bird skins) SMF",
 "TaxonKey is Charmosyna aureicincta"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009040-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17199046
title: Elevation reverses the effects of forest structure on folivory and leaf asymmetry - data and code

description: These datasets and R scripts are associated with the publication "Elevation reverses the effects of forest structure on folivory and leaf asymmetry". Detailed information regarding data processing and analysis can be found in the Methods section of the publication.
DOI: 10.5281/zenodo.18245403
title: Elevation reverses the effects of forest structure on folivory and leaf asymmetry - data and code

description: These datasets and R scripts are associated with the publication "Elevation reverses the effects of forest structure on folivory and leaf asymmetry". Detailed information regarding data processing and analysis can be found in the Methods section of the publication.
DOI: 10.15468/dl.mub5g6
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.26.112_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009044-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnr69x
title: Occurrence Download

description: A dataset containing 48447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (March, May, April, September, October, November)",
 "OccurrenceStatus is Present",
 "TaxonKey is Numenius arquata",
 "Year 2025-2026"
 ]
}

 The dataset includes 48447 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009041-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzczfr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"IND.19.30_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009043-260108223611665/datasets/export for details.
DOI: 10.5281/zenodo.18212653
title: PUDL Raw Mine Safety and Health Administration (MSHA) Mines

description: The Mine dataset lists all Coal and Metal/Non-Metal mines under MSHA's jurisdiction. It includes such information as the current status of each mine (Active, Abandoned, NonProducing, etc.), the current owner and operating company, commodity codes and physical attributes of the mine. Archived from 
https://arlweb.msha.gov/OpenGovernmentData/OGIMSHA.asp

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.5281/zenodo.17927860
title: PUDL Raw EPA Hourly Continuous Emission Monitoring System (CEMS)

description: US EPA hourly Continuous Emissions Monitoring System (CEMS) data. Hourly CO2, SO2, NOx emissions and gross load. Archived from https://campd.epa.gov/
This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:

The PUDL Repository on GitHub
PUDL Documentation
Other Catalyst Cooperative data archives
In order to enable more regular CEMS updates, this dataset replaces a prior PUDL EPA CEMS archive that pulled one annual file for each state. That archive is no longer updated but can be found here.
DOI: 10.5281/zenodo.18244177
title: Data on level of Intervention with number of virus detection in RES wards
DOI: 10.5281/zenodo.18244176
title: Data on level of Intervention with number of virus detection in RES wards
DOI: 10.15468/dl.ehnny3
title: Occurrence Download

description: A dataset containing 360167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spilornis cheela"
 ]
}

 The dataset includes 360167 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008919-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3nmz2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.26.113_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009046-260108223611665/datasets/export for details.
DOI: 10.15468/dl.z34ssw
title: Occurrence Download

description: A dataset containing 6549 records in GBIF matching the query:

SELECT kingdom, phylum, class, "order", genus, species, taxonRank, scientificName, max("year") as latest_obs, count(*) as occ
FROM occurrence
WHERE countryCode = 'AT'
AND basisOfRecord = 'HUMAN_OBSERVATION'
AND hasCoordinate = TRUE
AND GBIF_Within('POLYGON ((16.668781 47.688689, 17.091683 47.688689, 17.091683 47.95057, 16.668781 47.95057, 16.668781 47.688689))', decimalLatitude, decimalLongitude) = TRUE
GROUP BY species, kingdom, phylum, class, "order", genus, species, taxonRank, scientificName
ORDER BY occ DESC, latest_obs DESC

 The dataset's 6549 records were derived from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009014-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6h6cu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"IND.19.31_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009048-260108223611665/datasets/export for details.
DOI: 10.15468/dl.zactqn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "OccurrenceStatus is Present",
 "TaxonKey is Botrytis cinerea"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009050-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18245467
title: Predicting the Economic Viability of Rainwater Harvesting Systems Using Machine Learning: Insights from 223 Buildings in Guangzhou, China
DOI: 10.57903/uj/f76ssv
title: Spread complexity for measurement induced tight binding chain and realisation of Quantum Zeno effect : Codes for replication of data

description: Spread complexity for measurement-induced tight binding Hamiltonians (known as the first passage problem) has been studied. Codes for generating all the figures in the paper titled "Spread complexity for measurement-induced non-unitary dynamics and Zeno effect" are provided.