cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15880325
title: surface_albedos/ecostress

description: Surface reflectance data converted from ECOSTRESS. These files contain reflectance data converted to either "spherical reflectance" or "single-scattering albedo" where possible (denoted as 'r' and 'w' in the file headers). Files are categorised based on the object measured in a self-explanatory manner.

https://speclib.jpl.nasa.gov/https://ecostress.jpl.nasa.gov/

The ECOSTRESS spectral library includes data from three other spectral libraries:

    Johns Hopkins University (JHU)    Jet Propulsion Laboratory (JPL)    United States Geological Survey (USGS - Reston)

If you use data from the ECOSTRESS spectral library in a publication we ask that you reference the following articles:     Meerdink, S. K., Hook, S. J., Roberts, D. A., & Abbott, E. A. (2019). The ECOSTRESS spectral library version 1.0. Remote Sensing of Environment, 230(111196), 1–8.     Baldridge, A. M., S.J. Hook, C.I. Grove and G. Rivera, 2009.. The ASTER Spectral Library Version 2.0. Remote Sensing of Environment, vol 113, pp. 711-715. <PDF>

Reproduced from the ECOSTRESS Spectral Library through the courtesy of the Jet Propulsion Laboratory, California Institute of Technology, Pasadena, California. 

Data obtained from Gerardo Rivera on 4 June 2025, by Harrison Nicholls.

Data are tabulated in terms of directional-hemispheric (AKA spherical) reflectance are measured at 23 degrees from the zenith (Meerdink+19). See also https://github.com/susanmeerdink/ASTER-Spectral-Library
DOI: 10.5281/zenodo.15881238
title: surface_albedos/ecostress

description: Surface reflectance data converted from ECOSTRESS. These files contain reflectance data converted to either "spherical reflectance" or "single-scattering albedo" where possible (denoted as 'r' and 'w' in the file headers). Files are categorised based on the object measured in a self-explanatory manner.

https://speclib.jpl.nasa.gov/https://ecostress.jpl.nasa.gov/

The ECOSTRESS spectral library includes data from three other spectral libraries:

    Johns Hopkins University (JHU)    Jet Propulsion Laboratory (JPL)    United States Geological Survey (USGS - Reston)

If you use data from the ECOSTRESS spectral library in a publication we ask that you reference the following articles:     Meerdink, S. K., Hook, S. J., Roberts, D. A., & Abbott, E. A. (2019). The ECOSTRESS spectral library version 1.0. Remote Sensing of Environment, 230(111196), 1–8.     Baldridge, A. M., S.J. Hook, C.I. Grove and G. Rivera, 2009.. The ASTER Spectral Library Version 2.0. Remote Sensing of Environment, vol 113, pp. 711-715. <PDF>

Reproduced from the ECOSTRESS Spectral Library through the courtesy of the Jet Propulsion Laboratory, California Institute of Technology, Pasadena, California. 

Data obtained from Gerardo Rivera on 4 June 2025, by Harrison Nicholls.

Data are tabulated in terms of directional-hemispheric (AKA spherical) reflectance are measured at 23 degrees from the zenith (Meerdink+19). See also https://github.com/susanmeerdink/ASTER-Spectral-Library
DOI: 10.5281/zenodo.15873759
title: Resources: Subcellular Activity Mapping of chloride-permeable pentameric receptors

description: This repository contains raw data of patch clamp and fluorescence measurements (TIRF and confocal microscopy), which are used to validate and apply mClYFP-GlyRα2 as an activity reporter. In the README file, explanations for each datasets are found.
DOI: 10.15468/dl.8fg7h3
title: Occurrence Download

description: A dataset containing 3456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aira tenera, Aira cupaniana, Aira capillaris cupaniana, Aira capillaris cupaniana, Aira caryophyllea cupaniana, Aira caryophyllea cupaniana, Aira caryophyllea cupaniana, Aira caryophyllea cupaniana, Aira caryophyllea microstachya, Aira cupaniana cupaniana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 3456 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012171-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpnmd2
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium vulvaria",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012172-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emf6eb
title: Occurrence Download

description: A dataset containing 6432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bombus vagans)",
 "Year is less than or equal to 1975"
 ]
}

 The dataset includes 6432 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012174-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ufh2m
title: Occurrence Download

description: A dataset containing 2386 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia brachycera"
 ]
}

 The dataset includes 2386 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012173-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64mrny
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ericabatrachus baleensis",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012175-250711103210423/datasets/export for details.
DOI: 10.15468/dl.8dty9u
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012176-250711103210423/datasets/export for details.
DOI: 10.15468/dl.csb7b4
title: Occurrence Download

description: A dataset listing the 134 species recorded 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 (Squamata [GBIF Backbone Taxonomy], Sphenodontia [GBIF Backbone Taxonomy], Testudines [GBIF Backbone Taxonomy], Crocodylia [GBIF Backbone Taxonomy])",
 "StateProvince is one of (Sucre)"
 ]
 }
 ]
}

 The dataset's 134 records were derived from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012156-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64q3fn
title: Occurrence Download

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

 The dataset includes 25 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012177-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jgj6wv
title: Occurrence Download

description: A dataset containing 2633 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus polaris"
 ]
}

 The dataset includes 2633 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012180-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.823whw
title: Occurrence Download

description: A dataset containing 6217 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapinoma melanocephalum"
 ]
}

 The dataset includes 6217 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012179-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scegd5
title: Occurrence Download

description: A dataset containing 607 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyphessobrycon bentosi"
 ]
}

 The dataset includes 607 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012181-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3w2eyn
title: Occurrence Download

description: A dataset containing 28462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Acris crepitans)"
 ]
}

 The dataset includes 28462 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012178-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdk2z4
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012182-250711103210423/datasets/export for details.
DOI: 10.15468/dl.brmqbd
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agropyron karadaghense, Agropyron karataviense, Agropyron kazachstanicum, Agropyron lavrenkoanum, Agropyron lavrenkoanum imbricatum, Agropyron lavrenkoanum pectinatum, Agropyron lavrenkoanum pectinatum, Agropyron litvinovii, Agropyron muricatum, Agropyron muricatum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 29 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012183-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15877481
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: 10.15468/dl.fzy3nf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aira cupaniana incerta, Aira cupaniana biaristata, Aira cupaniana divaricata, Aira cupaniana incerta, Aira cupaniana magnatutii, Aira lutescens, Aira praecox divaricata, Aira sorrentini, Aira sorrentinoi, Aira uniaristata incerta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012184-250711103210423/datasets/export for details.
DOI: 10.15468/dl.up57d4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrostemma githago",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012188-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85jjff
title: Occurrence Download

description: A dataset containing 2596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bombus perplexus)",
 "Year is less than or equal to 1975"
 ]
}

 The dataset includes 2596 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012187-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gq8nwj
title: Occurrence Download

description: A dataset containing 2242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aythya ferina",
 "Year 1970-2020"
 ]
}

 The dataset includes 2242 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012185-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15881256
title: SEED MODEL DATASET
DOI: 10.5281/zenodo.15881257
title: SEED MODEL DATASET
DOI: 10.15468/dl.85stu5
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012189-250711103210423/datasets/export for details.
DOI: 10.15468/dl.hpvmj2
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliophila seselifolia"
 ]
}

 The dataset includes 224 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012190-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15881052
title: dataset of "Strongly inhomogeneous spin dynamics induced by ultrashort laser pulses with a gradient intensity profile" (v2)

description: This .zip archive contains all raw data and Python scripts used for the paper "Strongly inhomogeneous spin dynamics induced by ultrashort laser pulses with a gradient intensity profile" (v2)
DOI: 10.5281/zenodo.15881053
title: dataset of "Strongly inhomogeneous spin dynamics induced by ultrashort laser pulses with a gradient intensity profile" (v2)

description: This .zip archive contains all raw data and Python scripts used for the paper "Strongly inhomogeneous spin dynamics induced by ultrashort laser pulses with a gradient intensity profile" (v2)
DOI: 10.15468/dl.en52dc
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012191-250711103210423/datasets/export for details.
DOI: 10.15468/dl.y3eq6y
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACM7475"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012194-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93x6f5
title: Occurrence Download

description: A dataset containing 1683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agropyron muricatum, Agropyron pachyrhizum, Agropyron pectinatum, Agropyron pectinatum calvum, Agropyron pectinatum elatius, Agropyron pectinatum dagnae, Agropyron pectinatum daralaghezicum, Agropyron pectinatum gluma-villosum, Agropyron pectinatum imbricatum, Agropyron pectinatum puberulum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 1683 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012196-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pta9xj
title: Occurrence Download

description: A dataset containing 11172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Acris gryllus)"
 ]
}

 The dataset includes 11172 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012195-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8x74e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia affinis",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012197-250711103210423/datasets/export for details.
DOI: 10.15468/dl.t22eqr
title: Occurrence Download

description: A dataset containing 4169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bombus ternarius)",
 "Year is less than or equal to 1975"
 ]
}

 The dataset includes 4169 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012199-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.refypg
title: Occurrence Download

description: A dataset containing 858 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardiocondyla nuda"
 ]
}

 The dataset includes 858 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012200-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3d348
title: Occurrence Download

description: A dataset containing 832 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aythya nyroca",
 "Year 1970-2020"
 ]
}

 The dataset includes 832 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012202-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z26aty
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia affinis",
 "Country is Côte d’Ivoire",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012201-250711103210423/datasets/export for details.
DOI: 10.57703/ce-466a5
title: Surface Topography Challenge S73_50x_CSIr

description: Surface Topography measured by Polytec WLI (TopMap Micro.View+)
50x Optic
250x250µm²
DOI: 10.15468/dl.kfddpg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arenaria serpyllifolia",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012203-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mz8dgq
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Ghana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012205-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tat9aa
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agropyron pectinatum stepposum, Agropyron pectinatum submuticum, Agropyron pectiniforme, Agropyron pectiniforme barbatum, Agropyron pectiniforme barbatum, Agropyron pectiniforme baicalense, Agropyron pectiniforme brandzae, Agropyron pectiniforme sabulosum, Agropyron pectiniforme karabaljikji, Agropyron pectiniforme pseudobulbosum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 15 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012206-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.