cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/qt8-m2n-32x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ykd-06z-nav
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kc4-kvw-zj0
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wm9-nnw-c9w
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0pq-ddz-e3k
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eqd-p30-8hy
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5c3-qp3-d5t
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pdv-w1p-tbr
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wan-5nl-aa5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xed-5tf-t3c
title: †Alveolina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1bn-9ag-8lf
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4c5-sbd-ksg
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9r9-m3m-rtd
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bk5-8r2-8bm
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/er2-7ty-e1z
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8eq-yjt-1m8
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a6z-7lt-ax5
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mje-cp6-nd4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vfg-18q-rna
title: †Protetragonites quadrisulcatus (d'Orbigny, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xgt-6ef-bmz
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yd9-jfp-7gh
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rnt-v79-8ve
title: Talpa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/112-60n-zky
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q8j-trc-zs7
title: Micromys Dehne, 1841

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c76-6jb-vf0
title: Serpula Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gsw-844-lfq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q0z-0mq-2rl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g7b-pjh-yzv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ln1-fvs-c3g
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5m7-ryw-mk9
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gve-hfm-k7d
title: †Spiticeras obliquelobatus (Uhlig, 1903)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y53-zvl-2q3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cdq-esz-9cp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zp6-jfh-q92
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2t5-8v3-hy2
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bkp-3d8-bby
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/beg-qwy-kh8
title: †Belemnitida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lk4-nxk-hdm
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ys-g7x-r59
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/144-k0x-06v
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ad-6xk-bbd
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25392/leicester.data.29681483.v1
title: Genomic and experimental analysis of motility genes of Campylobacter jejuni

description: <b>Genomic and experimental analysis of motility genes of Campylobacter jejuni</b>This data set contains the files relating to a proposed publication entitled “Identification of a core set of <i>Campylobacter jejuni</i> flagella modification genes and a reversible non-motile <i>maf3</i> phenotype” by Lickson Munjoma and Christopher David Bayliss. This work describes detection of the flagella glycosylation genes in the genome sequences of 16130 C. jejuni isolates by BLAST analyses. The genes examined include the motility accessory factors (maf genes), genes involved in biosynthesis of pseudaminic and legionaminic acid and other genes located with the flagella locus of C. jejuni strain NCTC11168. The data set also includes motility data for a maf3 deletion mutant and whole genome sequence comparisons for one motile revertant of this mutant.This dataset consists of three different types of data as follows:- genomic analysis (a bioinformatic analysis for the presence or absence of multiple genes associated with motility in 16130 C. jejuni isolates), motility runs (raw data for the motility experiments) and SNP-WGS analysis (raw data on the analysis of whole genome sequence data for one of the strains).
DOI: 10.25392/leicester.data.29681483
title: Genomic and experimental analysis of motility genes of Campylobacter jejuni

description: <b>Genomic and experimental analysis of motility genes of Campylobacter jejuni</b>This data set contains the files relating to a proposed publication entitled “Identification of a core set of <i>Campylobacter jejuni</i> flagella modification genes and a reversible non-motile <i>maf3</i> phenotype” by Lickson Munjoma and Christopher David Bayliss. This work describes detection of the flagella glycosylation genes in the genome sequences of 16130 C. jejuni isolates by BLAST analyses. The genes examined include the motility accessory factors (maf genes), genes involved in biosynthesis of pseudaminic and legionaminic acid and other genes located with the flagella locus of C. jejuni strain NCTC11168. The data set also includes motility data for a maf3 deletion mutant and whole genome sequence comparisons for one motile revertant of this mutant.This dataset consists of three different types of data as follows:- genomic analysis (a bioinformatic analysis for the presence or absence of multiple genes associated with motility in 16130 C. jejuni isolates), motility runs (raw data for the motility experiments) and SNP-WGS analysis (raw data on the analysis of whole genome sequence data for one of the strains).
DOI: 10.34740/kaggle/dsv/13706622
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.v9fug6
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029742-250811113504898/datasets/export for details.
DOI: 10.17632/932bkwrkjd.1
title: Geochronological constraints and experiment records for development of serial folding in the southern Chinese Altai

description: This dataset contains four supplemental texts (Text S1 to S4), six supplemental figures (Figure S1 to S6), six supplemental tables (Table S1 to S6) and six supplemental movies (Movies S1 to S6). The materials are geochronological constraints and experiment records of analog modeling for development of serial folding in the southern Chinese Altai.
DOI: 10.5281/zenodo.16922963
title: Rivaroxaban versus Warfarin in Acute HCV-Related Non-Neoplastic Portal Vein Thrombosis: Safety, Efficacy, and Recanalization Outcomes
DOI: 10.5281/zenodo.16922964
title: Rivaroxaban versus Warfarin in Acute HCV-Related Non-Neoplastic Portal Vein Thrombosis: Safety, Efficacy, and Recanalization Outcomes
DOI: 10.15468/dl.va8n5n
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilia latipinna",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029744-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3bhvnsc8bg.2
title: A ketogenic diet mitigates hippocampal astrogliosis in epileptic brain

description: The ketogenic diet (KD) is an established treatment for patients with medically intractable epilepsy and is chiefly characterized by high fat/low-carbohydrate intake and the production of ketone bodies (KB) such as β-hydroxybutyrate (BHB). However, after more than a century of clinical use, the mechanisms underlying its efficacy remain unclear. While prior investigations have examined the effects of the KD and its metabolic substrates on synaptic transmission, few studies have explored a potential connection between astrocytic ion channels and seizure genesis. One essential function of astrocytes is spatial potassium buffering which influences passive potassium conductance (PPC), and when impaired, can result in neuronal hyperexcitability. In the present study, we demonstrate that the KD can mitigate hippocampal astrogliosis in the Kcna1-null (KO) mouse model of developmental epilepsy. Specifically, we observed a significant increase in GFAP expression in KO mice fed a control diet compared to wild-type (WT) mice, and that the KD prevented this change. Furthermore, we noted a reduction in hippocampal astrocytic PPC in epileptic mice, whereas KD-treated KO animals exhibited nearly normal passive conductance levels. In this regard, we found that while Kir4.1, TREK-1 and TWIK-1 RNA expression levels were not significantly altered by KD treatment in either WT or KO mice, BHB appeared to only minimally affect Kir4.1-mediated currents in transfected HEK cells. Furthermore, bulk RNA-seq analysis of the various treatment groups revealed KD-induced down-regulation of factors linked to hippocampal astrogliosis. Our findings indicate that the KD protects against epilepsy-associated astrogliosis and astrocytic PPC changes, underscoring a novel mechanism of action, and implicate extracellular potassium in its anti-seizure effects.
DOI: 10.17632/ck388zctww
title: Mapping China’s Green Hydrogen: Provincial LCOH, Resource Endowments, and Policy Pathways

description: Processed shapefiles for China’s administrative and provincial boundaries, used for spatial modeling and visualization.

High-resolution raster datasets from the Global Solar Atlas (solar irradiance) and Global Wind Atlas (wind speeds) for China, provided in GeoTIFF (.tif) format.

Python scripts developed in Spyder to calculate provincial hydrogen production, Levelized Cost of Hydrogen (LCOH) for Alkaline, PEM, and SOEC technologies, and to conduct sensitivity analyses on key parameters including efficiency, policy support, and electricity pricing.
This dataset supports full reproduction of the study’s spatial modeling framework and results.
DOI: 10.17632/ck388zctww.1
title: Mapping China’s Green Hydrogen: Provincial LCOH, Resource Endowments, and Policy Pathways

description: Processed shapefiles for China’s administrative and provincial boundaries, used for spatial modeling and visualization.

High-resolution raster datasets from the Global Solar Atlas (solar irradiance) and Global Wind Atlas (wind speeds) for China, provided in GeoTIFF (.tif) format.

Python scripts developed in Spyder to calculate provincial hydrogen production, Levelized Cost of Hydrogen (LCOH) for Alkaline, PEM, and SOEC technologies, and to conduct sensitivity analyses on key parameters including efficiency, policy support, and electricity pricing.
This dataset supports full reproduction of the study’s spatial modeling framework and results.
DOI: 10.15468/dl.sbhd8t
title: Occurrence Download

description: A dataset listing the 204 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Locality is Villavieja",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 204 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029731-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgvacj
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029745-250811113504898/datasets/export for details.
DOI: 10.17632/r7brkb4xft.1
title: Social Credit System Construction and Supply Chain Decision-making: Disclosure and Real Effect

description: This is the data processing file of the article "Social Credit System Construction and Supply Chain Decision-making: Disclosure and Real Effect". Including data files, code files and organized result files. These documents can be fully reproduced.
DOI: 10.17632/r7khth3hx2
title: Raw data and Matlab codes for Fang et al., 2025

description: This dataset provides the complete MATLAB code and wind sample data (wind speed/direction time series) required to reproduce all case studies in the associated article. It includes validation cases against empirical model simulations, CFD data, and two real-world downburst events. The core GA-NLP hybrid algorithm for parameter inversion is implemented within the code, allowing for full replication of the proposed method's results and performance.
DOI: 10.17632/r7khth3hx2.1
title: Raw data and Matlab codes for Fang et al., 2025

description: This dataset provides the complete MATLAB code and wind sample data (wind speed/direction time series) required to reproduce all case studies in the associated article. It includes validation cases against empirical model simulations, CFD data, and two real-world downburst events. The core GA-NLP hybrid algorithm for parameter inversion is implemented within the code, allowing for full replication of the proposed method's results and performance.
DOI: 10.17632/tgmw8jv7k2
title: Geo‑Environmental Benefits and Burdens of Supply‑Chain Digitalization: A Spatial Policy Experiment

description: Digital transformation of supply chains offers a promising avenue for urban emission control; however, its environmental efficacy and spatial justice implications remain unclear. Utilizing China’s Supply Chain Innovation and Application Pilot Policy as a quasi‑natural experiment, we compile a city–year panel by merging high-resolution emissions inventories with official socioeconomic covariates across 279 prefecture-level cities (2005–2021). Using a spatial difference-in-differences design augmented with spatial autoregressive error and lag terms, we found that supply-chain digitalization lowers local emissions by 9.7%. However, spillover diagnostics reveal a “pollution displacement” pattern: emissions in neighboring jurisdictions rise by 4.4%, consistent with cross-border leakage. Mechanistically, supply-chain digitalization co-reduces pollution and carbon by catalyzing green technological innovation, strengthening government support for innovation, and improving energy efficiency through data-driven coordination along the supply chain. Heterogeneity emerges: medium‐sized and non‑industrial cities gain most, while megacities and entrenched industrial hubs see modest benefits. Our findings show that while digital supply-chain innovations can markedly advance urban sustainability, they must be paired with integrated regional instruments-such as linked city-level emissions trading schemes, shared digital monitoring–reporting–verification infrastructure, and cross-jurisdiction industrial-siting compacts-to curb displacement and other environmental externalities.
DOI: 10.17632/tgmw8jv7k2.1
title: Geo‑Environmental Benefits and Burdens of Supply‑Chain Digitalization: A Spatial Policy Experiment

description: Digital transformation of supply chains offers a promising avenue for urban emission control; however, its environmental efficacy and spatial justice implications remain unclear. Utilizing China’s Supply Chain Innovation and Application Pilot Policy as a quasi‑natural experiment, we compile a city–year panel by merging high-resolution emissions inventories with official socioeconomic covariates across 279 prefecture-level cities (2005–2021). Using a spatial difference-in-differences design augmented with spatial autoregressive error and lag terms, we found that supply-chain digitalization lowers local emissions by 9.7%. However, spillover diagnostics reveal a “pollution displacement” pattern: emissions in neighboring jurisdictions rise by 4.4%, consistent with cross-border leakage. Mechanistically, supply-chain digitalization co-reduces pollution and carbon by catalyzing green technological innovation, strengthening government support for innovation, and improving energy efficiency through data-driven coordination along the supply chain. Heterogeneity emerges: medium‐sized and non‑industrial cities gain most, while megacities and entrenched industrial hubs see modest benefits. Our findings show that while digital supply-chain innovations can markedly advance urban sustainability, they must be paired with integrated regional instruments-such as linked city-level emissions trading schemes, shared digital monitoring–reporting–verification infrastructure, and cross-jurisdiction industrial-siting compacts-to curb displacement and other environmental externalities.
DOI: 10.17632/ns3g8hmkvw
title: A data set of hydrogen and oxygen isotopes of lake water across Chinese lakes

description: A data set of hydrogen and oxygen isotopes of lake water across Chinese lakes
DOI: 10.17632/ns3g8hmkvw.1
title: A data set of hydrogen and oxygen isotopes of lake water across Chinese lakes

description: A data set of hydrogen and oxygen isotopes of lake water across Chinese lakes
DOI: 10.6084/m9.figshare.24467917
title: dPCR - method - limit of detection

description: Short method descriptions.
DOI: 10.6084/m9.figshare.24467917.v2
title: dPCR - method - limit of detection

description: Short method descriptions.
DOI: 10.6084/m9.figshare.24467917.v1
title: dPCR - method - limit of detection

description: Short method descriptions.
DOI: 10.17632/y25g22ydct.1
title: SMART-CCPP Dataset

description: The SMART-CCPP dataset comprises four input features—ambient temperature (AT), ambient barometric pressure (BP), dew point temperature (DP), and steam turbine LP exhaust vacuum (V)—along with one target variable, the electrical power output (EP). The original dataset included 8,124 samples; however, following preprocessing and cleaning, 3,234 valid data points were retained.

Data were collected over a five-year period (2020–2025) across all four seasons to capture varying climatic conditions. Although the raw measurements were initially recorded at 40 ms intervals, they were resampled to four-hour intervals during preprocessing to ensure manageability.

To guarantee data quality prior to model training, several preprocessing steps were conducted using Python’s pandas and scikit-learn libraries:

Data Cleaning: Samples affected by missing values, instrument malfunctions, grid instabilities, load transients, or maintenance activities were removed. To ensure reliability, only data from full-load operation were preserved.

Feature Scaling: All features and the target variable were standardized and normalized using Min-Max scaling to maintain consistency.

Correlation Analysis: A correlation matrix was generated to examine relationships between the features and the target variable.
DOI: 10.15468/dl.s42ntr
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilia latipinna",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029747-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccpq22
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilia latipinna",
 "Country is Iraq",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029748-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zz6eg2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Datura metel",
 "Country is Saint Vincent and the Grenadines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029749-250811113504898/datasets/export for details.
DOI: 10.15468/dl.aes7nc
title: Occurrence Download

description: A dataset containing 265277151 species occurrences available in GBIF matching the query:
{
 "BasisOfRecord" : [
 "is Specimen"
 ]
}

 The dataset includes 265277151 records from 8788 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029618-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.