cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18678356
title: Data Packages for the Paper "Scaffold-Based Evaluation Metrics for Fair Comparison of Molecular Generators"

description: This dataset accompanies the paper “Scaffold-Based Evaluation Metrics for Fair Comparison of Molecular Generators.”

It contains all input data, output sets, and results used in the study:





data/input_recall_sets/ – Input Sets and Recall Sets for Glucocorticoid receptor and Leukocyte elastase




data/nuclear_receptor/ – Original ChEMBL31 data for the Glucocorticoid receptor, used in preprocessing




data/protease/ – Original ChEMBL31 data for the Leukocyte elastase, used in preprocessing




data/information_about_clusters/ – Statistics for five clusters across two different splits




data/results/ – Results for five different generators (some with different settings), structured by target (Glucocorticoid receptor and Leukocyte elastase), scaffold type (CSK, Murcko), and data split (dis/sim)



All analysis scripts are available in the associated GitHub repository: GitHub link.

The dataset is provided as a single data/ folder. To reproduce the results with the provided scripts, place this folder into the root directory of the GitHub repository.
DOI: 10.5281/zenodo.17183611
title: Data Packages for the Paper "Scaffold-Based Evaluation Metrics for Fair Comparison of Molecular Generators"

description: This dataset accompanies the paper “Scaffold-Based Evaluation Metrics for Fair Comparison of Molecular Generators.”

It contains all input data, output sets, and results used in the study:





data/input_recall_sets/ – Input Sets and Recall Sets for Glucocorticoid receptor and Leukocyte elastase




data/nuclear_receptor/ – Original ChEMBL31 data for the Glucocorticoid receptor, used in preprocessing




data/protease/ – Original ChEMBL31 data for the Leukocyte elastase, used in preprocessing




data/information_about_clusters/ – Statistics for five clusters across two different splits




data/results/ – Results for five different generators (some with different settings), structured by target (Glucocorticoid receptor and Leukocyte elastase), scaffold type (CSK, Murcko), and data split (dis/sim)



All analysis scripts are available in the associated GitHub repository: GitHub link.

The dataset is provided as a single data/ folder. To reproduce the results with the provided scripts, place this folder into the root directory of the GitHub repository.
DOI: 10.34808/wth8-ka88
title: The SEM images of (La0.3Sr0.63)0.9Co0.1Ti0.9O3-δ samples with Fe impregnation via different methods reduced at 900 deg.C in H2

description: The dataset contains SEM images of (La0.3Sr0.63)0.9Co0.05Fe0.05Ti0.9O3-δ and (La0.3Sr0.63)0.9Co0.1Ti0.9O3-δ samples impregnated with Fe using different methods and reduced in hydrogen at 900 deg.C
DOI: 10.34808/dwg9-ww89
title: The SEM images of as-prepared (La0.3Sr0.63)0.9Co0.1Ti0.9O3-δ samples with Fe impregnation via different methods

description: The dataset contains SEM images of as-prepared (La0.3Sr0.63)0.9Co0.05Fe0.05Ti0.9O3-δ and (La0.3Sr0.63)0.9Co0.1Ti0.9O3-δ samples impregnated with Fe using different methods.
DOI: 10.17630/0bf163c5-ad55-4e38-a245-e15c5630eb16
title: Bridging Thionylimido Metal Complexes (dataset)
DOI: 10.34808/fsjr-p142
title: The XRD patterns of (La0.3Sr0.63)0.9Co0.1Ti0.9O3-δ samples with Fe impregnation via different methods reduced at 900 deg.C in H2

description: The dataset contains XRD patterns of as-prepared (La0.3Sr0.63)0.9Co0.05Fe0.05Ti0.9O3-δ and (La0.3Sr0.63)0.9Co0.1Ti0.9O3-δ samples impregnated with Fe using different methods. The samples were synthesized via a solid-state reaction. Appropriate amounts of reagents were weighed and ball-milled, then pressed into pellets and calcined at 1200 °C for 10 h in air. After calcination, the samples were crushed and milled again in an agate mortar to obtain powders, which were subsequently pressed into pellets and sintered at 1400 °C for 12 h in air. Finally, iron was incorporated into the lattice of (La0.3Sr0.63)0.9Co0.1Ti0.9O3-δ using the following methods: direct ball milling, magnetic stirring, and physical vapour deposition. The resulting powders were reduced at 900 deg.C in hydrogen to force the exsolution of Co or CoFe nanoparticles.
DOI: 10.34808/xmsj-rw32
title: The XRD patterns of as-prepared (La0.3Sr0.63)0.9Co0.1Ti0.9O3-δ samples with Fe impregnation via different methods

description: The dataset contains XRD patterns of as-prepared (La0.3Sr0.63)0.9Co0.05Fe0.05Ti0.9O3-δ and (La0.3Sr0.63)0.9Co0.1Ti0.9O3-δ samples impregnated with Fe using different methods. The samples were synthesized via a solid-state reaction. Appropriate amounts of reagents were weighed and ball-milled, then pressed into pellets and calcined at 1200 °C for 10 h in air. After calcination, the samples were crushed and milled again in an agate mortar to obtain powders, which were subsequently pressed into pellets and sintered at 1400 °C for 12 h in air. Finally, iron was incorporated into the lattice of (La0.3Sr0.63)0.9Co0.1Ti0.9O3-δ using the following methods: direct ball milling, magnetic stirring, and physical vapour deposition.
DOI: 10.5281/zenodo.18640007
title: ABC VADER Corpus n=526 (Staddon 2026) - Reproducible Media Bias Dataset

description: Keywords: VADER sentiment, ABC bias, puberty blockers, Cass Review, detransition, AWEI, media impartiality
DOI: 10.5281/zenodo.18640006
title: ABC VADER Corpus n=526 (Staddon 2026) - Reproducible Media Bias Dataset

description: Keywords: VADER sentiment, ABC bias, puberty blockers, Cass Review, detransition, AWEI, media impartiality
DOI: 10.15468/dl.3hbqbx
title: Occurrence Download

description: A dataset containing 87753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bodianus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 87753 records from 346 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026926-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17630/18577027-176a-49c3-a36f-fa64444fcf82
title: Magnetoentropic signatures of the textured metamagnetic phase of an antiferromagnetic polar metal: Ca3Ru2O7 (dataset)
DOI: 10.5281/zenodo.18661553
title: Encoding in Function of Flakiness Scoring Replication Package

description: This is the replication package for the paper titled "Encoding in Function of Flakiness Scoring".
DOI: 10.15468/dl.a9vuf7
title: Occurrence Download

description: A dataset containing 68029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ammodramus aurifrons",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "HasCoordinate is true"
 ]
}

 The dataset includes 68029 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026925-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/84qt-1v31
title: XRD spectrums of Sr0.95Ti0.9Me0.1O3−δ (Me = Fe, Ni, Co) after reduction at 1000°C

description: Sr₀.₉₅Ti₀.₉Me₀.₁O₃−δ (Me = Fe, Ni, Co) samples were reduced in a hydrogen atmosphere at 1000°C for 10 h to reduce the dopant metal ions.
DOI: 10.3886/e239752
title: ECIN Replication Package for "Suggested Donation or Social Information? Evidence from a Field Experiment"

description: The data and code in this package allow for reproducing the results from the paper ‘Suggested Donation or Social Information? Evidence from a Field Experiment.’<br><br>Which fundraising strategy is more effective, and how donation behavior changes with different monetary amounts are still open questions. This study compares the effectiveness of two fundraising strategies, suggested donation and social information, and examines how different monetary amounts impact donation behavior. We implemented a field experiment on voluntary donations among visitors to a national park. Both fundraising strategies affect donation behavior. However, the donation pattern differs significantly depending on the monetary amounts shown. Our findings provide important insights for designing fundraising campaigns and show us how suggested donation and social information affect economic behavior.
DOI: 10.3886/e239752v3
title: ECIN Replication Package for "Suggested Donation or Social Information? Evidence from a Field Experiment"

description: The data and code in this package allow for reproducing the results from the paper ‘Suggested Donation or Social Information? Evidence from a Field Experiment.’<br><br>Which fundraising strategy is more effective, and how donation behavior changes with different monetary amounts are still open questions. This study compares the effectiveness of two fundraising strategies, suggested donation and social information, and examines how different monetary amounts impact donation behavior. We implemented a field experiment on voluntary donations among visitors to a national park. Both fundraising strategies affect donation behavior. However, the donation pattern differs significantly depending on the monetary amounts shown. Our findings provide important insights for designing fundraising campaigns and show us how suggested donation and social information affect economic behavior.
DOI: 10.5286/isis.e.rb2690020-1
title: Deuteration level in Na3D(SO4)2
DOI: 10.5281/zenodo.18674599
title: DATA-SPECIFIC INFORMATION & FILES FOR: FCP Favara Dataset

description: Here you can download the following files:



20200901_FCPFavara_Dataset_v01.csv (Dataset resulting from a questionnaire conducted on a sample of visitors to the Farm Cultural Park museum). The document is provided in Comma-Separated Values (.csv) format using UTF-8 encoding to preserve multilingual characters.

20200901_FCPFavara_questionnaire_EN_v01.pdf (Structured questionnaire in English administered on paper to a representative sample of visitors to the Farm Cultural Park museum. The document is provided in PDF/A format to ensure long-term digital preservation and compliance with FAIR standards) 

20200901_FCPFavara_questionnaire_IT_v01.pdf (Structured questionnaire in Italian administered on paper to a representative sample of visitors to the Farm Cultural Park museum. The document is provided in PDF/A format to ensure long-term digital preservation and compliance with FAIR standards)

20200901_FCPFavara_Readme_v01.txt (Documentation, Methodological description, Data dictionary and Metadata guide for the dataset 20200901_FCPFavara_Dataset_v01.csv)


These files are related to the dataset deposited at the following link: https://doi.org/10.5281/zenodo.18495309

If you are interested in downloading the files from this dataset, please request access via the following email address: jvalverde@ual.es
DOI: 10.5281/zenodo.18674600
title: DATA-SPECIFIC INFORMATION & FILES FOR: FCP Favara Dataset

description: Here you can download the following files:



20200901_FCPFavara_Dataset_v01.csv (Dataset resulting from a questionnaire conducted on a sample of visitors to the Farm Cultural Park museum). The document is provided in Comma-Separated Values (.csv) format using UTF-8 encoding to preserve multilingual characters.

20200901_FCPFavara_questionnaire_EN_v01.pdf (Structured questionnaire in English administered on paper to a representative sample of visitors to the Farm Cultural Park museum. The document is provided in PDF/A format to ensure long-term digital preservation and compliance with FAIR standards) 

20200901_FCPFavara_questionnaire_IT_v01.pdf (Structured questionnaire in Italian administered on paper to a representative sample of visitors to the Farm Cultural Park museum. The document is provided in PDF/A format to ensure long-term digital preservation and compliance with FAIR standards)

20200901_FCPFavara_Readme_v01.txt (Documentation, Methodological description, Data dictionary and Metadata guide for the dataset 20200901_FCPFavara_Dataset_v01.csv)


These files are related to the dataset deposited at the following link: https://doi.org/10.5281/zenodo.18495309

If you are interested in downloading the files from this dataset, please request access via the following email address: jvalverde@ual.es
DOI: 10.15468/dl.dfma99
title: Occurrence Download

description: A dataset containing 5294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adiantum",
 "Continent is Europe",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 100",
 "Year is greater than or equal to 1970",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Material citation"
 ]
 }
 }
 ]
}

 The dataset includes 5294 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026961-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/m83w-kx94
title: XRD spectrums of Sr0.95Ti0.9Me0.1O3−δ (Me = Fe, Ni, Co) after reduction at 900°C

description: Sr₀.₉₅Ti₀.₉Me₀.₁O₃−δ (Me = Fe, Ni, Co) samples were reduced in a hydrogen atmosphere at 900°C for 10 h to reduce the dopant metal ions.
DOI: 10.34740/kaggle/dsv/14876893
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.22000/ksbh1xe0bg3rn15k
title: RenkwitzAMT2026

description: Data to reproduce the figures in publication.
DOI: 10.34808/y08f-rd11
title: XRD spectrums of Sr0.95Ti0.9Me0.1O3−δ (Me = Fe, Ni, Co)

description: Dataset includes XRD spectrums of Sr0.95Ti0.9Me0.1O3−δ (Me = Fe, Ni, Co) potential catalyst materials which were prepared by the solid-state synthesis method.
Strontium carbonate (SrCO3) was used as the strontium precursor in all syntheses, while titanium(IV) oxide (TiO2) served as the titanium source. The dopant metal precursors were iron(III) oxide (Fe2O3), nickel(II) oxide (NiO) , and cobalt(II,III) oxide (Co3O4).
The weighed powders were first ground in an agate mortar and subsequently ball-milled in the presence of isopropanol. Ball milling was performed in six cycles, each consisting of 50 minutes of milling followed by a 10-minute pause, at a rotational speed of 500 rpm. The powders were pressed into pellets and calcined in air in a chamber furnace.
Each composition underwent two calcination steps according to the following programs: Fe-doped samples: I calcination – 1000°C for 10 h, with heating and cooling rates of 3°C/min; II calcination – 1200°C for 10 h, with heating and cooling rates of 5°C/min. Ni- and Co-doped samples: I calcination – 1000°C for 10 h, with heating and cooling rates of 3°C/min; II calcination – 1200°C for 10 h.
DOI: 10.5281/zenodo.18679161
title: Raw data _Adaptive burrow morphology and behavior of Parasesarma eumolpe in relation to mangrove environmental conditions in the Mekong Delta
DOI: 10.5281/zenodo.17767293
title: Raw data _Adaptive burrow morphology and behavior of Parasesarma eumolpe in relation to mangrove environmental conditions in the Mekong Delta
DOI: 10.15468/dl.d9zf44
title: Occurrence Download

description: A dataset listing the 96 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Parcs éoliens Ally Mercoeur - Suivis post implantation 2020-2021 Ally Mercoeur"
 ]
}

 The dataset's 96 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026943-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34808/y8db-cj79
title: The dilatometry measurements of LSCT-NiX in air

description: The dataset consists of the results from the dilatometric analysis of LSCT - NiX(La0.3Ce0.1Sr0.6)0.9Ti0.9Ni0.05X0.05O3-δ X=Ni, Cu, Co, Fe. For the measurements the materials were prepared in the dense pellets after sintering at 1400 oC. The measurement was performed on Netzsch DIL 402 PC dilatometer in 50-1000 oC temperature range under flow of air. The heating-cooling rate was 3 oC/min.
DOI: 10.6084/m9.figshare.31338715
title: Source data for Afforestation of severely desertified land in semi-arid areas promotes soil carbon and nitrogen accumulation through microbial necromass

description: Afforestation is an important measure used to expand carbon (C) sequestration and mitigate climate change. However, the impact of soil microbial necromass on soil C and nitrogen (N) sequestration still remain unclear following afforestation of severely desertified land. We investigated 10-, 20-, and 40-year-old Caragana microphylla and Pinus sylvestris var. mongolica plantations (±2 years) established on mobile dunes in northern China, taking mobile dunes and natural grassland and forest as references. We then collected topsoil (0−20 cm) samples. We aimed to reveal the capability of SOC and TN storage, the contribution of microbial necromass to SOC and TN, and factors affect the accumulation of microbial necromass following afforestation by quantifying microbial necromass dynamics based on amino sugar biomarkers and measuring biotic and abiotic factors.
DOI: 10.6084/m9.figshare.31338715.v1
title: Source data for Afforestation of severely desertified land in semi-arid areas promotes soil carbon and nitrogen accumulation through microbial necromass

description: Afforestation is an important measure used to expand carbon (C) sequestration and mitigate climate change. However, the impact of soil microbial necromass on soil C and nitrogen (N) sequestration still remain unclear following afforestation of severely desertified land. We investigated 10-, 20-, and 40-year-old Caragana microphylla and Pinus sylvestris var. mongolica plantations (±2 years) established on mobile dunes in northern China, taking mobile dunes and natural grassland and forest as references. We then collected topsoil (0−20 cm) samples. We aimed to reveal the capability of SOC and TN storage, the contribution of microbial necromass to SOC and TN, and factors affect the accumulation of microbial necromass following afforestation by quantifying microbial necromass dynamics based on amino sugar biomarkers and measuring biotic and abiotic factors.
DOI: 10.6084/m9.figshare.31338715.v2
title: Source data for Afforestation of severely desertified land in semi-arid areas promotes soil carbon and nitrogen accumulation through microbial necromass

description: Afforestation is an important measure used to expand carbon (C) sequestration and mitigate climate change. However, the impact of soil microbial necromass on soil C and nitrogen (N) sequestration still remain unclear following afforestation of severely desertified land. We investigated 10-, 20-, and 40-year-old Caragana microphylla and Pinus sylvestris var. mongolica plantations (±2 years) established on mobile dunes in northern China, taking mobile dunes and natural grassland and forest as references. We then collected topsoil (0−20 cm) samples. We aimed to reveal the capability of SOC and TN storage, the contribution of microbial necromass to SOC and TN, and factors affect the accumulation of microbial necromass following afforestation by quantifying microbial necromass dynamics based on amino sugar biomarkers and measuring biotic and abiotic factors.
DOI: 10.25502/er3s-n927/d
title: Biologial Control of the whitefly, Bemisia tabaci on cassava Across five Cameroon Agro-ecology
DOI: 10.17630/06fb89b2-df34-421c-98a3-c7c995e763bb
title: Ligand electronic fine-tuning and its repercussion on the photocatalytic activity and mechanistic pathways of the copperphotocatalysed aza-Henry Reaction (dataset)
DOI: 10.34808/chdq-ad12
title: Ni K-edges of LSCT-NiX compounds in as-prepared and reduced states

description: This dataset consists of the Ni K-edges of LSCT - (La0.3Ce0.1Sr0.6)0.9Ti0.9Ni0.05M0.05O3-δ, where M=Ni, Co, Cu, Fe. The data were collected at European Synchrotron Radiation Facility in Grenoble. The appropriate amount of the powders were mixed with ethyl cellulose, pelletized and mounted in the ionization chamber. The data were collected in transmission mode after cooling down with liquid nitrogen to minimize the thermal vibrations. 
The reduction was done at 900 oC for 10 h under pure H2. 
The dataset also consists the Athena project (*.prj) with normalized spectra.
DOI: 10.15468/dl.u76jv7
title: Occurrence Download

description: A dataset containing 1456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adonis aestivalis",
 "Continent is Europe",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 100",
 "Year is greater than or equal to 1970",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Material citation"
 ]
 }
 }
 ]
}

 The dataset includes 1456 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026962-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dvdfd
title: Occurrence Download

description: A dataset containing 1686 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum mongolicum"
 ]
}

 The dataset includes 1686 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026964-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kr8afe
title: Occurrence Download

description: A dataset containing 314942 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidoptera",
 {
 "or" : [
 "StateProvince is Niedersachsen",
 "StateProvince is Bremen"
 ]
 },
 "Year is greater than or equal to 1925",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 314942 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026904-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18662091
title: ExonSurfer-BLASTDB 2
DOI: 10.5281/zenodo.18679238
title: ExonSurfer-BLASTDB 2
DOI: 10.34808/pfas-4334
title: Minimum inhibitory concentrations (MICs) determination of selected human topoisomerase II alpha and bacterial DNA gyrase inhibitors against fungal strains

description: The datasets contain the results of determining the MIC (Minimal Inhibitory Concentration) value of known compounds* (inhibitors of human topoisomerase II alpha and bacterial DNA gyrase) against fluconazole-resistant C. glabrata clinical strains by the modified M27-A3 specified by the CLSI.
*Compounds:

bisantrene
daunorubicin
epirubicin
idarubicin
DOI: 10.5281/zenodo.17038750
title: Electrofluidic Fiber Muscles / Database
DOI: 10.34808/abjv-d160
title: Accumulation of idarubicin, daunorubicin, doxorubicin in S. cerevisiae  ATCC 9763 cells

description: The datasets contain fluorescence microscopic analyses of the uptake and accumulation of idarubicin, daunorubicin, doxorubicin in S. cerevisiae  ATCC 9763 cells. The cells were suspended in PBS and incubated for 5 minutes and 1 hour in the presence of the compound at a concentration of 100 µM. Subsequently, the cells were examined using theLSM 800 inverted laserscanning confocal microscope (Carl Zeiss)  equipped with an Airyscan detector and a ×63 1.4 NA Plan Apochromat objective. Imaging. The scale bars correspond to 5 µm.
The studies were financially supported from the project OPUS 23 financed by the National Science Centre (No. UMO- 2022/45/B/NZ6/01149).
DOI: 10.15468/dl.ngu9c4
title: Occurrence Download

description: A dataset containing 318 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arisaema filiforme"
 ]
}

 The dataset includes 318 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026969-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.