cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26669364
title: Additional file 7 of Cancer screening programs in South-east Asia and Western Pacific

description: Supplementary Material 7
DOI: 10.6084/m9.figshare.26669367.v1
title: Additional file 8 of Cancer screening programs in South-east Asia and Western Pacific

description: Supplementary Material 8
DOI: 10.6084/m9.figshare.26669364.v1
title: Additional file 7 of Cancer screening programs in South-east Asia and Western Pacific

description: Supplementary Material 7
DOI: 10.6084/m9.figshare.26669367
title: Additional file 8 of Cancer screening programs in South-east Asia and Western Pacific

description: Supplementary Material 8
DOI: 10.15468/dl.fw6h4v
title: Occurrence Download

description: A dataset containing 135556 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pericrocotus cinnamomeus (Linnaeus, 1766)"
 ]
}

 The dataset includes 135556 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072798-240626123714530/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.25026033.v1
title: Additional file 2 of Genomic insights into Plasmodium vivax population structure and diversity in central Africa

description: Additional file 2: Sample accession numbers and location metadata of all Plasmodium vivax and Plasmodium vivax-like whole genome sequencing data used in this study.
DOI: 10.6084/m9.figshare.25034490
title: Additional file 2 of Compact CRISPR genetic screens enabled by improved guide RNA library cloning

description: Additional file 2
DOI: 10.6084/m9.figshare.26669523.v1
title: Additional file 4 of Compact CRISPR genetic screens enabled by improved guide RNA library cloning

description: Additional file 4.
DOI: 10.6084/m9.figshare.26669535.v1
title: Additional file 8 of Compact CRISPR genetic screens enabled by improved guide RNA library cloning

description: Additional file 8.
DOI: 10.6084/m9.figshare.26669544
title: Additional file 11 of Compact CRISPR genetic screens enabled by improved guide RNA library cloning

description: Additional file 11.
DOI: 10.15468/dl.6navwk
title: Occurrence Download

description: A dataset containing 3808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is New Zealand",
 "Geometry POLYGON((170.58845 -43.23571,169.21959 -44.02961,169.90474 -44.79194,171.76135 -43.7015,170.58845 -43.23571))",
 "OccurrenceStatus is Present",
 "TaxonKey is Circus approximans",
 "Year 2000-2025"
 ]
}

 The dataset includes 3808 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039619-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/7fdc96f0-69ff-4c1a-be2b-8aa6a0a812cb
title: Sample simulation files for "Machine Learning-Based Predictions of Henry Coefficients for Long-Chain Alkanes in One-Dimensional Zeolites: Application to Hydroisomerization"

description: Sample simulation files for "Machine Learning-Based Predictions of Henry Coefficients for Long-Chain Alkanes in One-Dimensional Zeolites: Application to Hydroisomerization". Please read the README file for more information, and refer to the main manuscript for more details.<br>Shape-selective adsorption in zeolites plays a pivotal role in catalytic hydroisomerization of long-chain alkanes, a key process in producing sustainable aviation fuels from Fischer–Tropsch products. Accurately predicting adsorption behavior for the large number of alkane isomers in different zeolite frameworks is computationally intensive. To address this, we have developed a machine learning framework that rapidly and accurately predicts Henry coefficients of linear (C<sub>1</sub>–C<sub>30</sub>) and branched (C<sub>4</sub>–C<sub>20</sub>) alkanes in one-dimensional zeolites. Using descriptors based on chain length, branching patterns, and molecular graphs, we evaluate multiple ML models, including Random Forest, XGBoost, CatBoost, TabPFN, and D-MPNN in MTT-, MTW-, MRE-, and AFI-type zeolites. TabPFN and D-MPNN offer the highest predictive accuracy. Active learning further boosts model performance by efficiently selecting diverse and structurally informative isomers. We also uncover activity cliffs, where small changes in molecular structure lead to sharp variations in adsorption, and demonstrate that targeted oversampling of these cases improves model robustness. Finally, we combine the ML-predicted Henry coefficients with gas-phase thermodynamics to compute reaction equilibrium distributions for C<sub>16</sub>hydroisomerization. This integrated, data-driven approach enables efficient screening and design of shape-selective zeolite catalysts, thereby reducing the need for costly simulations.
DOI: 10.4121/7fdc96f0-69ff-4c1a-be2b-8aa6a0a812cb.v1
title: Sample simulation files for "Machine Learning-Based Predictions of Henry Coefficients for Long-Chain Alkanes in One-Dimensional Zeolites: Application to Hydroisomerization"

description: Sample simulation files for "Machine Learning-Based Predictions of Henry Coefficients for Long-Chain Alkanes in One-Dimensional Zeolites: Application to Hydroisomerization". Please read the README file for more information, and refer to the main manuscript for more details.<br>Shape-selective adsorption in zeolites plays a pivotal role in catalytic hydroisomerization of long-chain alkanes, a key process in producing sustainable aviation fuels from Fischer–Tropsch products. Accurately predicting adsorption behavior for the large number of alkane isomers in different zeolite frameworks is computationally intensive. To address this, we have developed a machine learning framework that rapidly and accurately predicts Henry coefficients of linear (C<sub>1</sub>–C<sub>30</sub>) and branched (C<sub>4</sub>–C<sub>20</sub>) alkanes in one-dimensional zeolites. Using descriptors based on chain length, branching patterns, and molecular graphs, we evaluate multiple ML models, including Random Forest, XGBoost, CatBoost, TabPFN, and D-MPNN in MTT-, MTW-, MRE-, and AFI-type zeolites. TabPFN and D-MPNN offer the highest predictive accuracy. Active learning further boosts model performance by efficiently selecting diverse and structurally informative isomers. We also uncover activity cliffs, where small changes in molecular structure lead to sharp variations in adsorption, and demonstrate that targeted oversampling of these cases improves model robustness. Finally, we combine the ML-predicted Henry coefficients with gas-phase thermodynamics to compute reaction equilibrium distributions for C<sub>16</sub>hydroisomerization. This integrated, data-driven approach enables efficient screening and design of shape-selective zeolite catalysts, thereby reducing the need for costly simulations.
DOI: 10.15468/dl.vp25jz
title: Occurrence Download

description: A dataset containing 37833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Geometry POLYGON((-2.206882 52.347725, -1.423937 52.347725, -1.423937 52.662717, -2.206882 52.662717, -2.206882 52.347725))",
 "Year is 2010,2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Poecile montanus, Poecile palustris, Sitta europaea, Certhia familiaris, Phylloscopus sibillatrix, Muscicapa striata, Dendrocopos major, Garrulus glandarius, Sylvia atricapilla, Phylloscopus collybita)"
 ]
}

 The dataset includes 37833 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039620-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qwbw6
title: Occurrence Download

description: A dataset containing 11068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Culex pipiens Linnaeus, 1758",
 "Year 1950-2024"
 ]
}

 The dataset includes 11068 records from 226 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017204-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnezfe
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhopilema nomadica",
 "Country is Syrian Arab Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039624-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggtcj6
title: Occurrence Download

description: A dataset containing 1338144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-128.26176 32.65392,-107.0332 32.65392,-107.0332 50.50584,-128.26176 50.50584,-128.26176 32.65392))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Squamata, Reptilia, Reptilia, Reptilia, Reptilia, Amphibia, Orchidaceae)"
 ]
}

 The dataset includes 1338144 records from 295 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039579-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjmzat
title: Occurrence Download

description: A dataset containing 47959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Prunus virginiana)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 47959 records from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039625-250920141307145/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.30258772
title: The First Open Dataset of Mangrove Above- and Belowground Biomass and Soil Carbon Stocks in Côte d’Ivoire: Insights from Fresco and Sassandra.

description: This dataset contains biomass and carbon stock records from mangroves in Côte d’Ivoire (sites of Sassandra and Fresco). It includes measurements of aboveground and belowground biomass and carbon stock, soil carbon stock, as well as bands derived from Sentinel-2 and Sentinel-1 satellite imagery.<br>
DOI: 10.6084/m9.figshare.30258772.v2
title: The First Open Dataset of Mangrove Above- and Belowground Biomass and Soil Carbon Stocks in Côte d’Ivoire: Insights from Fresco and Sassandra.

description: This dataset contains biomass and carbon stock records from mangroves in Côte d’Ivoire (sites of Sassandra and Fresco). It includes measurements of aboveground and belowground biomass and carbon stock, soil carbon stock, as well as bands derived from Sentinel-2 and Sentinel-1 satellite imagery.<br>
DOI: 10.6084/m9.figshare.30258772.v1
title: The First Open Dataset of Mangrove Above- and Belowground Biomass and Soil Carbon Stocks in Côte d’Ivoire: Insights from Fresco and Sassandra.

description: This dataset contains biomass and carbon stock records from mangroves in Côte d’Ivoire (sites of Sassandra and Fresco). It includes measurements of aboveground and belowground biomass and carbon stock, soil carbon stock, as well as bands derived from Sentinel-2 and Sentinel-1 satellite imagery.<br>
DOI: 10.5286/isis.e.rb2518000-1
title: ReMade: Structure of a deep eutectic solvent system suitable for cryopreservation of biological material–glycerol/proline
DOI: 10.5286/isis.e.rb2518000
title: ReMade: Structure of a deep eutectic solvent system suitable for cryopreservation of biological material–glycerol/proline
DOI: 10.15468/dl.8zuw3y
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Scolytus scolytus (J.C.Fabricius, 1775)",
 "Year 1984-2024"
 ]
}

 The dataset includes 313 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013860-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zk67nj
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aquilonastra burtoni",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039629-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17227551
title: DATA_Pristine Uncropped Legacy Film Scans Addressing PubPeer Query on Socodato et al., JBC2012.

description: This dataset preserves the pristine, highest-available resolution, uncropped scans of Western blot legacy films as part of the scientific record. These files are maintained primarily for the authors’ archival use. Access by others is exceptional and user-specific, and is considered on a case-by-case basis for justified purposes (e.g., editorial audits, formal research integrity reviews, or legal proceedings). These are not dissemination copies.

Usage & rights — All Rights Reserved© 2025 Renato Socodato, on behalf of the Authors. All rights reserved.
DOI: 10.15468/dl.aam5eu
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039628-250920141307145/datasets/export for details.
DOI: 10.15468/dl.8j5wmc
title: Occurrence Download

description: A dataset containing 3232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudolmedia laevis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3232 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039631-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfs9yk
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039630-250920141307145/datasets/export for details.
DOI: 10.15468/dl.7kd5te
title: Occurrence Download

description: A dataset containing 63453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (Netherlands, Germany, Belgium)",
 "OccurrenceStatus is Present",
 "TaxonKey is Vulpes vulpes",
 "Year 2020-2025"
 ]
}

 The dataset includes 63453 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039597-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uaqg8c
title: Occurrence Download

description: A dataset containing 7535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is New Zealand",
 "Geometry POLYGON((170.33102 -42.7479,168.52348 -44.13402,171.10077 -45.30759,172.18497 -44.13402,170.33102 -42.7479))",
 "HasGeospatialIssue is false",
 "TaxonKey is Petroica macrocephala",
 "Year 2000-2025"
 ]
}

 The dataset includes 7535 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039633-250920141307145/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.30264796
title: Supplementary Material

description: Supplementary Material
DOI: 10.6084/m9.figshare.30264796.v1
title: Supplementary Material

description: Supplementary Material
DOI: 10.15468/dl.6w94jj
title: Occurrence Download

description: A dataset containing 379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diadema setosum",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 379 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039636-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvwdvs
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diadema setosum",
 "Country is Cyprus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039634-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r57twg
title: Occurrence Download

description: A dataset containing 24205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudopanax crassifolius)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24205 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039635-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6jbgb
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039637-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ac6cjc
title: Occurrence Download

description: A dataset listing the 153 species recorded in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((36.12924 28.28932,36.50713 28.28932,36.50713 28.60305,36.12924 28.60305,36.12924 28.28932))"
 ]
}

 The dataset's 153 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039614-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5eszn
title: Occurrence Download

description: A dataset listing the 4070223 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4070223 records were derived from 76917 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039607-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pfcp3
title: Occurrence Download

description: A dataset containing 1337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Formica exsecta"
 ]
}

 The dataset includes 1337 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039641-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrtamm
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diadema setosum",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 61 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039640-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11212725
title: Unveiling Cenozoic Volcanism in the Takab-Shahindezh Area Induced by Slab-Mantle Interaction in the Zagros Orogen, NW Iran

description: All data supporting this study are provided in Texts S1–S5 and Figures S1–S11 in Supporting Information S1, as well as in Tables S1–S3, Tables S4–S7 in Supporting Information S1, and Table S8.
DOI: 10.5281/zenodo.17250295
title: Unveiling Cenozoic Volcanism in the Takab-Shahindezh Area Induced by Slab-Mantle Interaction in the Zagros Orogen, NW Iran

description: All data supporting this study are provided in Texts S1–S5 and Figures S1–S11 in Supporting Information S1, as well as in Tables S1–S3, Tables S4–S7 in Supporting Information S1, and Table S8.
DOI: 10.6084/m9.figshare.30164200
title: Supplementary Table 1

description: The table shows the demographics of cynomolgus macaques housed at NPRCT-CU that enrolled in this study.
DOI: 10.6084/m9.figshare.30164200.v1
title: Supplementary Table 1

description: The table shows the demographics of cynomolgus macaques housed at NPRCT-CU that enrolled in this study.
DOI: 10.15468/dl.p59tnn
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Episoriculus caudatus (Horsfield, 1851)"
 ]
}

 The dataset includes 42 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059845-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpacmj
title: Occurrence Download

description: A dataset containing 1931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sporobolus alterniflorus (Loisel.) P.M.Peterson & Saarela",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1931 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081158-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p44kta
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is one of (Rhaponticum repens (L.) Hidalgo, Leuzea repens (L.) D.J.N.Hind)"
 ]
}

 The dataset includes 414 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059844-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htqzaa
title: Occurrence Download

description: A dataset containing 2858 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cellana nigrolineata (Reeve, 1854)"
 ]
}

 The dataset includes 2858 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081217-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.