cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14473/csda/8glt9u
title: Rozvoj přeshraniční spolupráce na česko-německé hranici (ČR, 1999)

description: Závěrečná etapa čtyřletého grantového projektu zkoumajícího trendy postojů obyvatel vůči Německu.
Vztahy mezi ČR a Německem - reflexe sudetoněmecké otázky, hodnocení odsunu, postoje k dekretům prezidenta Beneše. Celostátní reprezentativní šetření.
DOI: 10.15468/dl.eh2qfs
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthophthalmus kuhlii sumatranus"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029526-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14473/csda/l7trcg
title: Veřejné mínění a otylost

description: Ústav pro výzkum veřejného mínění ČSAV podnikl na přelomu listopadu a prosince roku 1967 výzkum o otylosti. Výzkum proběhl na území státu (ČSSR) v jazycích češtině, slovenštině a maďarštině. Celkově 500 tazatelů dotázalo 3722 občanů starších 18 let. Výběr probíhal podle kvótních specifik. Kvóty: pohlaví, věk, sociální skupina.
DOI: 10.15468/dl.rkqm38
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Dermochelys coriacea"
 ]
}

 The dataset includes 187 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029527-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnkqvg
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Matricaria discoidea",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 195 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029528-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e211222v6-186428
title: ECIN Replication Package for "Unconditional Cash Transfers & Voter Turnout"

description: We estimate the effect of unconditional cash transfers on voter turnout, leveraging a large-scale natural experiment, the Alaska Permanent Fund Dividend (PFD) program, which has provided residents with a check of varying size one month before election day since 1982. We find that larger transfers cause people to vote, especially in gubernatorial elections in which a 10\% increase in cash ($182) causes a 1.4 percentage point increase in turnout. Effects are concentrated among the young and poor. Survey data suggests the mechanism is reduced voter apathy. Implications are discussed.
DOI: 10.15468/dl.vexgn6
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nasa lambayequensis"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008424-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpzzv7
title: Occurrence Download

description: A dataset containing 2064 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Phyllostomus elongatus"
 ]
}

 The dataset includes 2064 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003327-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkjphu
title: Occurrence Download

description: A dataset containing 26047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ostrya carpinifolia"
 ]
}

 The dataset includes 26047 records from 266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003326-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phkxur
title: Occurrence Download

description: A dataset containing 37865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hardenbergia violacea",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 37865 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003325-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.11699.69924
title: Risk Management in Uncharted Territory: Lessons from the Golden Gate Bridge for the AI Era
DOI: 10.5281/zenodo.17536807
title: JWST/NIRSpec IFU Spectra of HR 8799 c, d, e (2.9–5.2 um; R~2,700)

description: JWST/NIRSpec IFU Spectra of HR 8799 c, d, eFrom work Ruffio, JB., Xuan, J.W., Chachan, Y. et al. Jupiter-like uniform metal enrichment in a system of multiple giant exoplanets. Nat Astron (2026).https://doi.org/10.1038/s41550-026-02783-z

 

This folder contains the 2.9–5.2 micron, R ~ 2,700 spectra of the three HR 8799 planets (c, d, e) obtained with JWST/NIRSpec IFU on July 29, 2023 (UT) as part of the Cycle 1 GTO program 1188 (PI: Hodapp).

See spectra_hpf1dspline_HR8799cde_Flambda.png/pdf for an illustration of the planet spectra.

The total on-source integration time was ~2.2 hours.

 

For each planet (c, d, e), four FITS files are provided with filename:

HR8799[planet]combined[nrs1|nrs2]hpf1dspline_1dspectrum[Flambda|Fnu].fits

 

where:



(nrs1, nrs2) refers to the two NIRSpec detectors corresponding to 2.9-4.1 um and 4.2-5.2 um respectively.

Flambda = flux density in W/m2/um

Fnu = flux density in muJy (ie, 1e-6 Jy)


 

Each FITS file contains the following extensions:



WAVE = wavelength sampling (micron)

FLUX = spectrum (W/m2/um or muJy)

ERR = 1-sigma uncertainty (same units as flux)

COV = covariance matrix

CORR = correlation matrix


 

The fits files can be loaded in Python like this:

from astropy.io import fits

with fits.open(spectrum_filename_Flambda) as hdulist:

wv_sampling = hdulist['WAVE'].data # wavelength [micron]

spectrum_Flambda = hdulist['FLUX'].data # flux [W/m2/um]

speckle_std_Flambda = hdulist['ERR'].data

cov_matrix_Flambda = hdulist['COV'].data

corr_matrix = hdulist['CORR'].data

 

Finally, an example Jupyter notebook is also provided:

20251105_covariance_chi2_HR8799cde_example.ipynb

This notebook shows how to load the spectra and compute a chi-squared statistic using the covariance matrix.
DOI: 10.5281/zenodo.17536808
title: JWST/NIRSpec IFU Spectra of HR 8799 c, d, e (2.9–5.2 um; R~2,700)

description: JWST/NIRSpec IFU Spectra of HR 8799 c, d, eFrom work Ruffio, JB., Xuan, J.W., Chachan, Y. et al. Jupiter-like uniform metal enrichment in a system of multiple giant exoplanets. Nat Astron (2026).https://doi.org/10.1038/s41550-026-02783-z

 

This folder contains the 2.9–5.2 micron, R ~ 2,700 spectra of the three HR 8799 planets (c, d, e) obtained with JWST/NIRSpec IFU on July 29, 2023 (UT) as part of the Cycle 1 GTO program 1188 (PI: Hodapp).

See spectra_hpf1dspline_HR8799cde_Flambda.png/pdf for an illustration of the planet spectra.

The total on-source integration time was ~2.2 hours.

 

For each planet (c, d, e), four FITS files are provided with filename:

HR8799[planet]combined[nrs1|nrs2]hpf1dspline_1dspectrum[Flambda|Fnu].fits

 

where:



(nrs1, nrs2) refers to the two NIRSpec detectors corresponding to 2.9-4.1 um and 4.2-5.2 um respectively.

Flambda = flux density in W/m2/um

Fnu = flux density in muJy (ie, 1e-6 Jy)


 

Each FITS file contains the following extensions:



WAVE = wavelength sampling (micron)

FLUX = spectrum (W/m2/um or muJy)

ERR = 1-sigma uncertainty (same units as flux)

COV = covariance matrix

CORR = correlation matrix


 

The fits files can be loaded in Python like this:

from astropy.io import fits

with fits.open(spectrum_filename_Flambda) as hdulist:

wv_sampling = hdulist['WAVE'].data # wavelength [micron]

spectrum_Flambda = hdulist['FLUX'].data # flux [W/m2/um]

speckle_std_Flambda = hdulist['ERR'].data

cov_matrix_Flambda = hdulist['COV'].data

corr_matrix = hdulist['CORR'].data

 

Finally, an example Jupyter notebook is also provided:

20251105_covariance_chi2_HR8799cde_example.ipynb

This notebook shows how to load the spectra and compute a chi-squared statistic using the covariance matrix.
DOI: 10.15468/dl.pkjmnc
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solidago canadensis",
 "Year 2000-2004"
 ]
}

 The dataset includes 22 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003332-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18562096
title: NGS-RawData
DOI: 10.5281/zenodo.18562097
title: NGS-RawData
DOI: 10.5281/zenodo.18528444
title: Mapping phase diagrams of quantum spin systems through semidefinite-programming relaxations

description: The plotting script and data needed to reproduce the findings in https://arxiv.org/abs/2507.03137 and Phys. Rev. Lett. 136, 050401 (2026)
DOI: 10.5281/zenodo.16379983
title: Mapping phase diagrams of quantum spin systems through semidefinite-programming relaxations

description: The plotting script and data needed to reproduce the findings in https://arxiv.org/abs/2507.03137 and Phys. Rev. Lett. 136, 050401 (2026)
DOI: 10.15468/dl.4khtjq
title: Occurrence Download

description: A dataset containing 706 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Platyrrhinus brachycephalus"
 ]
}

 The dataset includes 706 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003331-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18561741
title: Pharmacogenomics Drug Response Profiles

description: Supplemental Table 1. Drug Response Profiles for Pharmacogenomics Databases. Drug response profiles for a given cell line and drug from each database (CTRP, GDSCv1, GDSCv2, PRISM). Calculated drug response profiles: log_IC50, log_EC50, AUT, AUC, and AreaTruncAUC are reported for both full and truncated dose ranges. Parameters derived from the fitted sigmoidal curve: R2, RMSE, bottom asymptote of viability (Bottom), and Hill Slope (nH) are also included. 

Supplemental Table 2. Cross-Database Reproducibility Spearman Correlations for All Drugs. For each database pair (database 1|database 2), the number of pairs with exact number of unique cell lines and drugs (n_unique_drugs, m_unique_cells) used to calculate pairwise Spearman correlations (spearman_r) are reported. Correlations are categorized by response metric (IC50, EC50, AUT, and AUC), dose range (Full or Trunc), and area range (Full or Trunc). The upper and lower bounds of 95% confidence intervals of the bootstrapped Spearman correlations (spearman_r_95CI_lower, spearman_r_95CI_upper) are also reported.

Supplemental Table 3. Cross-Database Reproducibility Spearman Correlations for Drug Groups. For each database pair (database 1|database 2), the number of pairs with exact number of unique drugs and cell lines (n_unique_drugs, m_unique_cells) used to calculate pairwise Spearman  correlations (spearman_r) are reported. Correlations are categorized by response metric (IC50, EC50, AUT, and AUC), drug grouping by response (below-median per metric or 1nM < IC50 < 100uM), dose range (Full or Trunc), and area range (Full or Trunc). Corresponding differences between drug-group correlations and those calculated from all drugs are included (delta_r_all_drugs). The upper and lower bounds of 95% confidence intervals of the bootstrapped Spearman correlations (spearman_r_95CI_lower, spearman_r_95CI_upper) are also reported.

Supplemental Table 5. PRISM Runs 21 - 26 Drug Response Profiles. PRISM runs 21 - 26 drug response profiles for a given cell line and drug. Calculated drug response profiles: log_IC50, log_EC50, AUT, AUC, and AreaTruncAUC are reported for both full and truncated dose ranges per PRISM run. Parameters derived from the fitted sigmoidal curve: R2, RMSE, bottom asymptote of viability (Bottom), and Hill Slope (nH) are also included.
DOI: 10.5281/zenodo.17194792
title: Pharmacogenomics Drug Response Profiles

description: Supplemental Table 1. Drug Response Profiles for Pharmacogenomics Databases. Drug response profiles for a given cell line and drug from each database (CTRP, GDSCv1, GDSCv2, PRISM). Calculated drug response profiles: log_IC50, log_EC50, AUT, AUC, and AreaTruncAUC are reported for both full and truncated dose ranges. Parameters derived from the fitted sigmoidal curve: R2, RMSE, bottom asymptote of viability (Bottom), and Hill Slope (nH) are also included. 

Supplemental Table 2. Cross-Database Reproducibility Spearman Correlations for All Drugs. For each database pair (database 1|database 2), the number of pairs with exact number of unique cell lines and drugs (n_unique_drugs, m_unique_cells) used to calculate pairwise Spearman correlations (spearman_r) are reported. Correlations are categorized by response metric (IC50, EC50, AUT, and AUC), dose range (Full or Trunc), and area range (Full or Trunc). The upper and lower bounds of 95% confidence intervals of the bootstrapped Spearman correlations (spearman_r_95CI_lower, spearman_r_95CI_upper) are also reported.

Supplemental Table 3. Cross-Database Reproducibility Spearman Correlations for Drug Groups. For each database pair (database 1|database 2), the number of pairs with exact number of unique drugs and cell lines (n_unique_drugs, m_unique_cells) used to calculate pairwise Spearman  correlations (spearman_r) are reported. Correlations are categorized by response metric (IC50, EC50, AUT, and AUC), drug grouping by response (below-median per metric or 1nM < IC50 < 100uM), dose range (Full or Trunc), and area range (Full or Trunc). Corresponding differences between drug-group correlations and those calculated from all drugs are included (delta_r_all_drugs). The upper and lower bounds of 95% confidence intervals of the bootstrapped Spearman correlations (spearman_r_95CI_lower, spearman_r_95CI_upper) are also reported.

Supplemental Table 5. PRISM Runs 21 - 26 Drug Response Profiles. PRISM runs 21 - 26 drug response profiles for a given cell line and drug. Calculated drug response profiles: log_IC50, log_EC50, AUT, AUC, and AreaTruncAUC are reported for both full and truncated dose ranges per PRISM run. Parameters derived from the fitted sigmoidal curve: R2, RMSE, bottom asymptote of viability (Bottom), and Hill Slope (nH) are also included.
DOI: 10.15468/dl.km877a
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potamotrygon jabuti",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 62 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003334-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxknsh
title: Occurrence Download

description: A dataset containing 2658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Chiroderma villosum, Chiroderma villosum villosum, Chiroderma villosum villosum, Chiroderma villosum jesupi, Chiroderma villosum jesupi)"
 ]
}

 The dataset includes 2658 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003333-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usrd3d
title: Occurrence Download

description: A dataset containing 10501635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erithacus rubecula",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10501635 records from 6497 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003241-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ydcqen
title: Occurrence Download

description: A dataset containing 494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mimusops elengi L.",
 "HasGeospatialIssue is FALSE",
 "Year is 2000,2022",
 "HasCoordinate is TRUE",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 494 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138898-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7z4ax
title: Occurrence Download

description: A dataset containing 1263 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Smilax subpubescens A.DC."
 ]
}

 The dataset includes 1263 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272601-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znj3c7
title: Occurrence Download

description: A dataset containing 471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bactrocera carambolae Drew & Hancock, 1994",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 471 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066227-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c97kn8
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plutella xylostella (Linnaeus, 1767)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185259-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzvy75
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is INSDC Sequences",
 "Month is April",
 "TaxonKey is Apocheima cinerarius (Erschoff, 1874)",
 "Year 1000-2022"
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136383-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3429vw
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mora megistosperma (Pittier) Britton & Rose",
 "HasGeospatialIssue is FALSE",
 "Year is 2000,2022",
 "HasCoordinate is TRUE",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 56 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138901-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9trmxv
title: Occurrence Download

description: A dataset containing 852 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helixanthera parasitica Lour."
 ]
}

 The dataset includes 852 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240979-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjevct
title: Occurrence Download

description: A dataset containing 15216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1000-1984"
 ]
}

 The dataset includes 15216 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141383-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtmjec
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Smilax velutina Killip & C.V.Morton"
 ]
}

 The dataset includes 218 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272603-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k4c8hq
title: Occurrence Download

description: A dataset containing 10403 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lindera obtusiloba Blume"
 ]
}

 The dataset includes 10403 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240958-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4h6xpm
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hymenocallis guerreroensis T.M.Howard"
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141534-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6a8fa4
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eudocima tyrannus (Guenée, 1852)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 79 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136248-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.