cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17013460
title: AIInfluDATA

description: This dataset includes anonymized survey responses and the analysis script for the study submitted to the International Journal of Advertising.
DOI: 10.5281/zenodo.17013472
title: IrCytoToxDB: a dataset of iridium(III) complexes cytotoxicities against various cell lines

description: If you use this dataset, please cite our paper: https://doi.org/10.1038/s41597-024-03735-w

IrCytoToxDB contains 4546 experimentally measured cytotoxicity values of 1295 unique iridium(III) complexes against 177 different cell lines reported in the 389 literature papers from 2008 to 2025.

The 15 columns of this dataset are explained as follows:



L1 — SMILES representation of the L1 ligand attached to the iridium ion

L2 — SMILES representation of the L2 ligand attached to the iridium ion

L3 — SMILES representation of the L3 ligand attached to the iridium ion

L4 — SMILES representation of the L4 ligand attached to the iridium ion

Counterion — SMILES representation of the counterion (if the complex molecule is charged)

Abbreviation_in_the_article — the original abbreviation depicting the complex in the article

IC50Dark(M*10^-6) — value of IC50 originally presented in the article

IC50Dark_standard_error(M*10^-6) — standard error of IC50 originally presented in the article

IC50Light(M*10^-6) — value of IC50 under irradiation originally presented in the article

IC50Light_standard_error(M*10^-6) — standard error of IC50 under irradiation originally presented in the article

Excitation_Wavelength(nm) — excitation wavelength related to IC50Light values

Irradiation_Time(minutes) — irradiation time related to IC50Light values

Irradiation_Power(W*m^-2) — power of light source related to IC50Light values

Cell_line — cell line (HeLa, A549, etc.)

Time(h) — time of exposure of the complexes to the cell line

DOI — doi of a data source for given values

Year — year of a data source for given values 

Comments — additional comments regarding the data


Additional remarks:



The array of iridium(III) complexes could be formally mainly in two parts – bis-cyclometalated Ir(III) complexes and half-sandwich Ir(III) complexes. The former usually contain two cyclometalated ligands and one or two ancillary (or third cyclometalated) ligand; for these L1 and L2 correspond to the cyclometalated ligands and L3 (or L3 and L4) corresponds to the ancillary ligand. The latter usually contain one cyclopentadiene-(Cp-)-based ligand, one bidentate ligand and one monodentate ligand; for these L1 corresponds to the Cp--based ligand, L2 corresponds to the bidentate ligand and L3 corresponds to the monodentate ligand.

Some ligands make formally covalent bonds with the Ir(III) ion. For these a negatively charged bond-forming atom is drawn in the SMILES of corresponding ligand.
DOI: 10.5281/zenodo.10902988
title: IrCytoToxDB: a dataset of iridium(III) complexes cytotoxicities against various cell lines

description: If you use this dataset, please cite our paper: https://doi.org/10.1038/s41597-024-03735-w

IrCytoToxDB contains 4546 experimentally measured cytotoxicity values of 1295 unique iridium(III) complexes against 177 different cell lines reported in the 389 literature papers from 2008 to 2025.

The 15 columns of this dataset are explained as follows:



L1 — SMILES representation of the L1 ligand attached to the iridium ion

L2 — SMILES representation of the L2 ligand attached to the iridium ion

L3 — SMILES representation of the L3 ligand attached to the iridium ion

L4 — SMILES representation of the L4 ligand attached to the iridium ion

Counterion — SMILES representation of the counterion (if the complex molecule is charged)

Abbreviation_in_the_article — the original abbreviation depicting the complex in the article

IC50Dark(M*10^-6) — value of IC50 originally presented in the article

IC50Dark_standard_error(M*10^-6) — standard error of IC50 originally presented in the article

IC50Light(M*10^-6) — value of IC50 under irradiation originally presented in the article

IC50Light_standard_error(M*10^-6) — standard error of IC50 under irradiation originally presented in the article

Excitation_Wavelength(nm) — excitation wavelength related to IC50Light values

Irradiation_Time(minutes) — irradiation time related to IC50Light values

Irradiation_Power(W*m^-2) — power of light source related to IC50Light values

Cell_line — cell line (HeLa, A549, etc.)

Time(h) — time of exposure of the complexes to the cell line

DOI — doi of a data source for given values

Year — year of a data source for given values 

Comments — additional comments regarding the data


Additional remarks:



The array of iridium(III) complexes could be formally mainly in two parts – bis-cyclometalated Ir(III) complexes and half-sandwich Ir(III) complexes. The former usually contain two cyclometalated ligands and one or two ancillary (or third cyclometalated) ligand; for these L1 and L2 correspond to the cyclometalated ligands and L3 (or L3 and L4) corresponds to the ancillary ligand. The latter usually contain one cyclopentadiene-(Cp-)-based ligand, one bidentate ligand and one monodentate ligand; for these L1 corresponds to the Cp--based ligand, L2 corresponds to the bidentate ligand and L3 corresponds to the monodentate ligand.

Some ligands make formally covalent bonds with the Ir(III) ion. For these a negatively charged bond-forming atom is drawn in the SMILES of corresponding ligand.
DOI: 10.15468/dl.bjqm8h
title: Occurrence Download

description: A dataset containing 515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Garrulax canorus"
 ]
}

 The dataset includes 515 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013912-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12924469
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.tqz587
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sisyrinchium arenarium arenarium"
 ]
}

 The dataset includes 83 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013913-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ajt8q
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clarias ebriensis)",
 "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 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013914-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvdcw2
title: Occurrence Download

description: A dataset containing 34664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Cyanopica cyanus"
 ]
}

 The dataset includes 34664 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013915-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nw5q7g
title: Occurrence Download

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

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013917-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpx2mb
title: Occurrence Download

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

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013918-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghqzdv
title: Occurrence Download

description: A dataset containing 42545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Turdus mandarinus"
 ]
}

 The dataset includes 42545 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013916-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vev32u
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sium cicutifolium"
 ]
}

 The dataset includes 197 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013919-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7wuw4
title: Occurrence Download

description: A dataset containing 11516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Pycnonotus jocosus"
 ]
}

 The dataset includes 11516 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013920-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cgdka
title: Occurrence Download

description: A dataset containing 1782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plecoglossus altivelis)",
 "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 1782 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013921-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.audcsj
title: Occurrence Download

description: A dataset containing 377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polypogon maritimus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 377 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013922-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k76eun
title: Occurrence Download

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

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013924-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vr9mx7
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polypogon maritimus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 178 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013923-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17013414
title: A Pixel-scale Corrected Nighttime Light Dataset (PCNL, 1992-2024) Combining DMSP-OLS and NPP-VIIRS

description: Updated to 2024! Welcome to download!

We proposed a set of DMSP-OLS and NPP-VIIRS inter-correction methods and produced a pixel-scale corrected nighttime light dataset (PCNL).

Two sets of reliable global nighttime light datasets were chosen as the basis. CCNL-DMSP (1992-2013) is a consistent and corrected nighttime light dataset produced from DMSP-OLS. CCNL-DMSP mainly solved three problems of DMSP-OLS, namely, interannual inconsistency, saturation and blooming. The annual VNL-VIIRS dataset available on the Earth Observation Group website was also used, and the monthly median masked data of V21/V22 was selected. Using filtering and employing outlier removal, VNL-VIIRS has removed sunlit, moonlit and cloudy pixels, and has discarded biomass burning pixels.

PCNL shows a great temporal and spatial consistency at both the pixel scale and the regional scale.

 

Please refer to the paper for detailed information.



Li, S., Cao, X*., Zhao, C., Jie, N., Liu, L., Chen, X., Cui, X., (2023). Developing a Pixel-Scale Corrected Nighttime Light Dataset (PCNL, 1992–2021) Combining DMSP-OLS and NPP-VIIRS. Remote Sensing, 15, 3925. https://doi.org/10.3390/rs15163925


 

Other recent publications using PCNL:

Li, S., Cao, X.*, (2024). Monitoring the modes and phases of global human activity development over 30 years: Evidence from county-level nighttime light.  International Journal of Applied Earth Observation and Geoinformation, 126, 103627. https://doi.org/10.1016/j.jag.2023.103627





Li, S., Cao, X.*, Liu, L., Li, A., (2025). Inequality of divided and shared socio-economic resources in 15-minute cities of China. Geography and Sustainability, 100337. https://doi.org/10.1016/j.geosus.2025.100337
description: This research was supported by the Special Project of Science and Technology Basic Resources Survey, Ministry of Science and Technology of China (2019FY202502).
DOI: 10.5281/zenodo.10989889
title: A Pixel-scale Corrected Nighttime Light Dataset (PCNL, 1992-2024) Combining DMSP-OLS and NPP-VIIRS

description: Updated to 2024! Click here to download!

We proposed a set of DMSP-OLS and NPP-VIIRS inter-correction methods and produced a pixel-scale corrected nighttime light dataset (PCNL).

Two sets of reliable global nighttime light datasets were chosen as the basis. CCNL-DMSP (1992-2013) is a consistent and corrected nighttime light dataset produced from DMSP-OLS. CCNL-DMSP mainly solved three problems of DMSP-OLS, namely, interannual inconsistency, saturation and blooming. The annual VNL-VIIRS dataset available on the Earth Observation Group website was also used, and the monthly median masked data of V21/V22 was selected. Using filtering and employing outlier removal, VNL-VIIRS has removed sunlit, moonlit and cloudy pixels, and has discarded biomass burning pixels.

PCNL shows a great temporal and spatial consistency at both the pixel scale and the regional scale.

 

Please refer to the paper for detailed information.



Li, S., Cao, X*., Zhao, C., Jie, N., Liu, L., Chen, X., Cui, X., (2023). Developing a Pixel-Scale Corrected Nighttime Light Dataset (PCNL, 1992–2021) Combining DMSP-OLS and NPP-VIIRS. Remote Sensing, 15, 3925. https://doi.org/10.3390/rs15163925


 

Other recent publications using PCNL:

Li, S., Cao, X.*, (2024). Monitoring the modes and phases of global human activity development over 30 years: Evidence from county-level nighttime light.  International Journal of Applied Earth Observation and Geoinformation, 126, 103627. https://doi.org/10.1016/j.jag.2023.103627





Li, S., Cao, X.*, Liu, L., Li, A., (2025). Inequality of divided and shared socio-economic resources in 15-minute cities of China. Geography and Sustainability, 100337. https://doi.org/10.1016/j.geosus.2025.100337
description: This research was supported by the Special Project of Science and Technology Basic Resources Survey, Ministry of Science and Technology of China (2019FY202502).
DOI: 10.15468/dl.5jqxw8
title: Occurrence Download

description: A dataset containing 1317 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceroxylon vogelianum"
 ]
}

 The dataset includes 1317 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013927-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7612388
title: A Pixel-scale Corrected Nighttime Light Dataset (PCNL, 1992-2024) Combining DMSP-OLS and NPP-VIIRS

description: Updated to 2024! Welcome to download!

We proposed a set of DMSP-OLS and NPP-VIIRS inter-correction methods and produced a pixel-scale corrected nighttime light dataset (PCNL).

Two sets of reliable global nighttime light datasets were chosen as the basis. CCNL-DMSP (1992-2013) is a consistent and corrected nighttime light dataset produced from DMSP-OLS. CCNL-DMSP mainly solved three problems of DMSP-OLS, namely, interannual inconsistency, saturation and blooming. The annual VNL-VIIRS dataset available on the Earth Observation Group website was also used, and the monthly median masked data of V21/V22 was selected. Using filtering and employing outlier removal, VNL-VIIRS has removed sunlit, moonlit and cloudy pixels, and has discarded biomass burning pixels.

PCNL shows a great temporal and spatial consistency at both the pixel scale and the regional scale.

 

Please refer to the paper for detailed information.



Li, S., Cao, X*., Zhao, C., Jie, N., Liu, L., Chen, X., Cui, X., (2023). Developing a Pixel-Scale Corrected Nighttime Light Dataset (PCNL, 1992–2021) Combining DMSP-OLS and NPP-VIIRS. Remote Sensing, 15, 3925. https://doi.org/10.3390/rs15163925


 

Other recent publications using PCNL:

Li, S., Cao, X.*, (2024). Monitoring the modes and phases of global human activity development over 30 years: Evidence from county-level nighttime light.  International Journal of Applied Earth Observation and Geoinformation, 126, 103627. https://doi.org/10.1016/j.jag.2023.103627





Li, S., Cao, X.*, Liu, L., Li, A., (2025). Inequality of divided and shared socio-economic resources in 15-minute cities of China. Geography and Sustainability, 100337. https://doi.org/10.1016/j.geosus.2025.100337
description: This research was supported by the Special Project of Science and Technology Basic Resources Survey, Ministry of Science and Technology of China (2019FY202502).
DOI: 10.5281/zenodo.7612389
title: A Pixel-scale Corrected Nighttime Light Dataset (PCNL, 1992-2024) Combining DMSP-OLS and NPP-VIIRS

description: Updated to 2024! Click here to download!

We proposed a set of DMSP-OLS and NPP-VIIRS inter-correction methods and produced a pixel-scale corrected nighttime light dataset (PCNL).

Two sets of reliable global nighttime light datasets were chosen as the basis. CCNL-DMSP (1992-2013) is a consistent and corrected nighttime light dataset produced from DMSP-OLS. CCNL-DMSP mainly solved three problems of DMSP-OLS, namely, interannual inconsistency, saturation and blooming. The annual VNL-VIIRS dataset available on the Earth Observation Group website was also used, and the monthly median masked data of V21/V22 was selected. Using filtering and employing outlier removal, VNL-VIIRS has removed sunlit, moonlit and cloudy pixels, and has discarded biomass burning pixels.

PCNL shows a great temporal and spatial consistency at both the pixel scale and the regional scale.

 

Please refer to the paper for detailed information.



Li, S., Cao, X*., Zhao, C., Jie, N., Liu, L., Chen, X., Cui, X., (2023). Developing a Pixel-Scale Corrected Nighttime Light Dataset (PCNL, 1992–2021) Combining DMSP-OLS and NPP-VIIRS. Remote Sensing, 15, 3925. https://doi.org/10.3390/rs15163925


 

Other recent publications using PCNL:

Li, S., Cao, X.*, (2024). Monitoring the modes and phases of global human activity development over 30 years: Evidence from county-level nighttime light.  International Journal of Applied Earth Observation and Geoinformation, 126, 103627. https://doi.org/10.1016/j.jag.2023.103627





Li, S., Cao, X.*, Liu, L., Li, A., (2025). Inequality of divided and shared socio-economic resources in 15-minute cities of China. Geography and Sustainability, 100337. https://doi.org/10.1016/j.geosus.2025.100337
description: This research was supported by the Special Project of Science and Technology Basic Resources Survey, Ministry of Science and Technology of China (2019FY202502).
DOI: 10.15468/dl.5363wn
title: Occurrence Download

description: A dataset containing 12638 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Smilax tamnoides"
 ]
}

 The dataset includes 12638 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013926-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2hhg99
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tropheops biriwira)",
 "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 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013933-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgahx2
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013931-250827131500795/datasets/export for details.
DOI: 10.15468/dl.8zc69q
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013930-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rahng
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013932-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12924518
title: Antutu Benchmark
DOI: 10.15468/dl.6zt4tn
title: Occurrence Download

description: A dataset containing 650 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Smilax hispida"
 ]
}

 The dataset includes 650 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013934-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.