cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6075/j0542ksg
title: Scripps CO2 Program Data

description: The Scripps CO2 program was initiated in 1956 by Charles David Keeling and operated under his direction until his passing in 2005. It is currently being continued by Ralph F. Keeling, who also runs a parallel program at SIO to measure changes in atmospheric O2 and Ar abundances (Scripps O2 Program).

The Scripps CO2 program has made measurements of atmospheric CO2 concentration and the isotopic abundances 13C/12C, 14C/C, and 18O/16O ratios of CO2 from a network of stations from nearly Pole to Pole, along a Pacific transect. The primary (in situ) record from Mauna Loa Observatory, Hawaii is based on measurements made with an analyzer at the site. In situ records are also available from La Jolla. At all other sampling stations, the records are based on flask samples returned to the laboratory at the Scripps Institution of Oceanography for analysis. Flasks have also been redundantly collected at Mauna Loa and La Jolla.

Current results, including data sets and graphics, are available at http://scrippsco2.ucsd.edu from the ongoing program to measure CO2 and chemical species.

For daily updates of the CO2 Concentration at Mauna Loa Obervatory, Hawaii, see https://scripps.ucsd.edu/programs/keelingcurve/

Measurements of atmospheric CO2 concentration from the Scripps CO2 program began in 1957 at La Jolla, California and at the South Pole, and in 1958 at Mauna Loa Observatory. These measurements were gradually extended during the 1960's and 1970's to comprise sampling at an array of stations from the Arctic to Antarctica. Isotopic measurements began in 1978 at selected stations, expanding over time to include additional stations.

The Scripps CO2 program is operationally independent from the Scripps O2 program in using different flasks and analysis systems. The CO2 records of these two programs are therefore substantially independent, even though the flasks for both programs are collected at many of the same stations.
DOI: 10.48366/r1387617
title: dataset re-annotation

description: This table involves a systematic review of academic literature on dataset re-annotation, a critical process in machine learning where existing datasets are relabeled to correct errors, update information, or adapt them for new purposes. The accompanying table synthesizes this research into a comprehensive comparison of key projects. For each initiative, the table outlines the specific paper, the original dataset (e.g., MS COCO, TACRED), the domain (like computer vision or NLP), the re-annotation methodology (ranging from manual expert review and crowdsourcing to fully automated pipelines), the primary motivation for the project, the scale of the changes, and the resulting impact on model performance or scientific understanding. This provides a consolidated, at-a-glance overview of the diverse approaches and significant findings from pivotal re-annotation efforts across different fields.
DOI: 10.6075/j0hq3x30
title: Atmospheric Flask CO2 and Isotopic Data - Multiple Sampling Stations. In Scripps CO2 Program Data

description: Atmospheric flask CO2 and isotopic data sets taken at 14 sampling stations. The stations ALT, PTB, LJO, MLO, KUM, CHR, SAM, KER, NZD, SPO are active and generate ongoing data sets, which will be updated when new data is available. The stations STP, BCS, FAN, and PSA are no longer active, but are included here as legacy station data. The data are provided as replicate averages of flasks collected on a given date ("daily "), as well as monthly averages. The resolution of the replicate averages depends on sampling frequency, which is station dependent, typically between weekly and fortnightly (once every two weeks).

These data are subject to revision based on recalibration of standard gases.

Active Stations (abbreviation - location, latitude, longitude, elevation, dates of collection)

ALT - Alert, NWT, Canada, 82.3°N, 62.3°W, 210m, 1985 - present
PTB - Barrow, Alaska, 71.3°N, 156.6°W, 11m, 1961 - present
LJO - La Jolla Pier, California, 2.9°N, 117.3°W, 10m, 1957 - present
MLO - Mauna Loa Observatory, Hawaii, 19.5°N, 155.6°W, 3397m, 1958 - present
KUM - Cape Kumukahi, Hawaii, 19.5°N, 154.8°W, 3m, 1979 - present
CHR - Christmas Island, 2.0°N, 157.3°W, 2m, 1974 - present
SAM - American Samoa, 14.2°S, 170.6°W, 30m, 1981 - present
KER - Kermadec Island, 29.2°S, 177.9°W, 2m, 1982 - present
NZD - Baring Head, New Zealand, 41.4°S, 174.9°E, 85m, 1977 - present
SPO - South Pole, Antarctica, 90.0°S, 0.0°E, 2810m, 1957 - present

Legacy Stations (abbreviation - location, latitude, longitude, elevation, dates of collection)

STP - Station P, Weather Station Papa, North Pacific, 50.0°N, 145.0°W, 0m, 1969 - 1981
BCS - Baja California Sur, Mexico, 23.3°N, 110.2°W, 4m, 1997 - 2009
FAN - Fanning Island, 3.9°N 159.4°W, 3m, 1977 - 1983
PSA - Palmer Station, Antarctica, 64.9°S, 64.0°W, 10m, 2005- 2007

See Map of Scripps CO2 Program Sampling Stations.
DOI: 10.6075/j0qj7f7n
title: Atmospheric In Situ CO2 Data - La Jolla Pier, California and Mauna Loa Observatory, Hawaii. In Scripps CO2 Program Data

description: Atmospheric in situ CO2 data sets taken at La Jolla Pier, California and Mauna Loa Observatory, Hawaii. The stations LJO and MLO are active and generate ongoing data sets, which will be updated here as they become available. The data are provided after averaging at three time resolutions: daily, weekly, and monthly.

These data are subject to revision based on recalibration of standard gases.

Active Stations (abbreviation - location, latitude, longitude, elevation, dates of collection)

LJO - La Jolla Pier, California, 2.9°N, 117.3°W, 10m, 1957 - 1962
MLO - Mauna Loa Observatory, Hawaii, 19.5°N, 155.6°W, 3397m, 1958 - present
DOI: 10.6075/j08w3bhw
title: Atmospheric Monthly In Situ CO2 Data - Mauna Loa Observatory, Hawaii. In Scripps CO2 Program Data

description: Atmospheric in situ monthly CO2 data set taken at Mauna Loa, Observatory, Hawaii: Latitude 19.5°N, Longitude 155.6°W, Elevation 3397m. The MLO station is active and generates ongoing data sets, which will be updated here as they become available.

These data are subject to revision based on recalibration of standard gases.
DOI: 10.6075/j09s1pcr
title: Map of Scripps CO2 Program Sampling Stations. In Scripps CO2 Program Data

description: Measurements of atmospheric CO2 concentration in our program began in 1957 at La Jolla, California and at the South Pole, and in 1958 at Mauna Loa Observatory. These measurements were gradually extended during the 1960's and 1970's to comprise sampling at an array of stations from the Arctic to Antarctica.
DOI: 10.5281/zenodo.15478026
title: Controlled mosaics of Moon Mineralogy Mapper reflectance data near the lunar south and north poles

description: This controlled mosaic of high-quality M3 data spans the lunar polar regions (80°–90° latitude) and was produced by rigorously filtering out image cubes with calibration and registration issues while prioritizing star tracker–operational observations for optimal spatial accuracy; any coverage gaps were filled using non–star tracker data.

The M3 data in this mosaic were thermally corrected using the thermal model in "Li, S., & Milliken, R. E. (2016). An empirical thermal correction model for Moon Mineralogy Mapper data constrained by laboratory spectra and Diviner temperatures. Journal of Geophysical Research: Planets, 121(10), 2081-2107."

The details about this mosaic can be found in this paper "S. Li, D. P. Moriarty, C. M. Pieters, R. L. Klima, and A. M. Dapremont (2025). A controlled mosaic of Moon Mineralogy Mapper (M3) reflectance data in the lunar polar regions for understanding the mineralogy and water of the Artemis exploration zone, Icarus".

This mosaic used single pixels from individual M3 image cubes with NO averaging NO resampling for repeat observations. It is not appropriate to study PSRs where may need to average ~100 repeat observations to enhance the SNR (Li, S., Lucey, P. G., Milliken, R. E., Hayne, P. O., Fisher, E., Williams, J. P., ... & Elphic, R. C. (2018). Direct evidence of surface exposed water ice in the lunar polar regions. Proceedings of the National Academy of Sciences, 115(36), 8907-8912.).

For further inquiries, contact Dr. Shuai Li at shuaili@hawaii.edu
DOI: 10.5281/zenodo.15478027
title: Controlled mosaics of Moon Mineralogy Mapper reflectance data near the lunar south and north poles

description: This controlled mosaic of high-quality M3 data spans the lunar polar regions (80°–90° latitude) and was produced by rigorously filtering out image cubes with calibration and registration issues while prioritizing star tracker–operational observations for optimal spatial accuracy; any coverage gaps were filled using non–star tracker data.

The M3 data in this mosaic were thermally corrected using the thermal model in "Li, S., & Milliken, R. E. (2016). An empirical thermal correction model for Moon Mineralogy Mapper data constrained by laboratory spectra and Diviner temperatures. Journal of Geophysical Research: Planets, 121(10), 2081-2107."

The details about this mosaic can be found in this paper "S. Li, D. P. Moriarty, C. M. Pieters, R. L. Klima, and A. M. Dapremont (2025). A controlled mosaic of Moon Mineralogy Mapper (M3) reflectance data in the lunar polar regions for understanding the mineralogy and water of the Artemis exploration zone, Icarus".

This mosaic used single pixels from individual M3 image cubes with NO averaging NO resampling for repeat observations. It is not appropriate to study PSRs where may need to average ~100 repeat observations to enhance the SNR (Li, S., Lucey, P. G., Milliken, R. E., Hayne, P. O., Fisher, E., Williams, J. P., ... & Elphic, R. C. (2018). Direct evidence of surface exposed water ice in the lunar polar regions. Proceedings of the National Academy of Sciences, 115(36), 8907-8912.).

For further inquiries, contact Dr. Shuai Li at shuaili@hawaii.edu
DOI: 10.15468/dl.7xfasf
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spondias bahiensis P.Carvalho, Van den Berg & M.Machado)",
 "Country is one of (Brazil)"
 ]
}

 The dataset includes 227 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049533-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5aq5zb
title: Occurrence Download

description: A dataset containing 379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Handroanthus spongiosus (Rizzini) S.O.Grose)",
 "Country is one of (Brazil)"
 ]
}

 The dataset includes 379 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049535-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrvtn2
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Sturnira bogotensis Shamel, 1927"
 ]
}

 The dataset includes 265 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049536-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jd9bs
title: Occurrence Download

description: A dataset containing 328503716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset includes 328503716 records from 12364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049464-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drasf7
title: Occurrence Download

description: A dataset containing 21811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Living Specimen, Specimen, Fossil, Material citation, Material sample, Machine Observation)"
 ]
 }
 },
 "TaxonKey is Avena sativa",
 "Year is greater than or equal to 1981",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 21811 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010577-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yc3fq4
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula patula",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 301 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010579-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9jkjz
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010580-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q25g7s
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lappula patula",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 163 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010581-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qsb8k
title: Occurrence Download

description: A dataset containing 3879 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Grus leucogeranus"
 ]
}

 The dataset includes 3879 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010582-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btjmr5
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteria hirundo",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 288 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010584-250914085247600/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.30147382
title: Data from Systematic Review of Nature-based Solutions in Small Island Developing States

description: This data is drawn from a systematic review of NbS for Climate Adaptation in SIDS, carried out in 2024.
DOI: 10.6084/m9.figshare.30147382.v1
title: Data from Systematic Review of Nature-based Solutions in Small Island Developing States

description: This data is drawn from a systematic review of NbS for Climate Adaptation in SIDS, carried out in 2024.
DOI: 10.15468/dl.stdbdz
title: Occurrence Download

description: A dataset containing 395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Bangladesh, Nepal, Bhutan, Myanmar, Lao People’s Democratic Republic, Viet Nam, Thailand, Cambodia, Indonesia, Malaysia, Philippines, Chinese Taipei)",
 "Geometry POLYGON((25.65840 -9.69848,174.34160 -9.69848,174.34160 49.69848,25.65840 49.69848,25.65840 -9.69848))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sabia parviflora"
 ]
}

 The dataset includes 395 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010585-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17142288
title: eulophias_tanneri_spades_01.fasta.gz
DOI: 10.5281/zenodo.17142289
title: eulophias_tanneri_spades_01.fasta.gz
DOI: 10.5281/zenodo.17127708
title: Regulation in ecological systems: an overview - Supplementary material

description: List of 14 papers and 2 book chapters from which information was extracted on how ecologists have used the concept of regulation. The table has 10 columns, as follows:




Source
Database
Terms or expressions using regulat* throughout the text
Abstract
Description of the regulation process
Type of ecosystems
Organization level of description
Mechanism description
Control type
Explanation on the classification of control types
DOI: 10.5281/zenodo.17131125
title: 20250916_Hilic_and_ipa_tests
DOI: 10.5281/zenodo.17131126
title: 20250916_Hilic_and_ipa_tests
DOI: 10.15468/dl.wpck78
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "ScientificName is Bombus terrestris",
 "ScientificName is Bombus lucorum",
 "ScientificName is Maniola jurtina",
 "ScientificName is Aphantopus hyperantus",
 "ScientificName is Coenonympha pamphilus"
 ]
 },
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010547-250914085247600/datasets/export for details.
DOI: 10.15468/dl.frmeg9
title: Occurrence Download

description: A dataset containing 1011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Varanus komodoensis"
 ]
}

 The dataset includes 1011 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010586-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt3bke
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphytum asperum",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010588-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s53wsr
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphytum asperum",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010589-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17142303
title: Niche construction truffles decarbonated soils - LG Garcia-Montero

description: Data associated to this article: 

Truffles: a case of diversification in niche construction by ectomycorrhizal fungi in temperate forests
DOI: 10.5281/zenodo.17142304
title: Niche construction truffles decarbonated soils - LG Garcia-Montero

description: Data associated to this article: 

Truffles: a case of diversification in niche construction by ectomycorrhizal fungi in temperate forests
DOI: 10.15468/dl.maphek
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "VerbatimScientificName is Philander canus"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010587-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzh8fq
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteria penguin",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 60 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010590-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4gydf
title: Occurrence Download

description: A dataset containing 365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphytum asperum",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 365 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010591-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2tfjx
title: Occurrence Download

description: A dataset containing 499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Living Specimen, Specimen, Fossil, Material citation, Material sample, Machine Observation)"
 ]
 }
 },
 "TaxonKey is Glycine max",
 "Year is greater than or equal to 1981",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 499 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010592-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17135821
title: Enhanced Photon–Phonon Interaction in WSe2 Acoustic Nanocavities

description: Dataset of the publication:

"Enhanced Photon–Phonon Interaction in WSe2 Acoustic Nanocavities"

Alex D. Carr, Claudia Ruppert, Anton K. Samusev, Giulia Magnabosco, Nicolas Vogel, Tetiana L. Linnik, Andrew W. Rushforth, Manfred Bayer, Alexey V. Scherbakov, and Andrey V. Akimov

ACS Phot. 2024, 11, 3, 1147–1155, https://doi.org/10.1021/acsphotonics.3c01601

The zip file includes the data on which the plots are based.
description: This work was supported by the Engineering and Physical Sciences Research Council (Grant No. EP/V056557/1), the Mercur Foundation (Grant Pe-2019–0022), the Deutsche Forschungsgemeinschaft (TRR 142 projects A06 and A10), and the research center “Future Energy Materials and Systems” of the Research Alliance Ruhr. A.K.S. acknowledges the support of the Deutsche Forschungsgemeinschaft through the Walter Benjamin Programme (project #529710370). T.L.L. acknowledges Alexander von Humboldt Foundation support through the Philipp Schwartz Initiative and TU Dortmund core funds. A.V.A. acknowledges the Alexander von Humboldt Foundation.