cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18431612
title: Results of the study "Coordinated planning of European charging infrastructure and energy system for optimal V1G and V2G deployment"

description: This repository contains the results of optimising the models available on Zenodo using the energy system optimisation framework Calliope. The utilised models are derived from Sector-coupled Euro-Calliope and Euro-Calliope.

The model evaluates the impacts of different charging strategies for passenger electric vehicles (EVs) on the European energy system. These include uncontrolled charging, unidirectional smart charging (V1G), and bidirectional charging infrastructure technologies, also known as Vehicle-to-Grid (V2G). We develop scenarios that explore alternative transmission grid expansion pathways and different charging infrastructure technology cost assumptions. The model runs use 2018 as the reference weather year and are projected to 2050, accounting for future technology costs and availability. The system is modelled at the country level across 35 European countries, with a 1-hour temporal resolution and a fully sector-coupled representation of the power, heat, industry, and transport sectors. The charging infrastructure is explicitly represented in the model instances, and different technologies compete, with deployment driven by minimising total energy system costs.

Result files are named following the convention <charging_scenario>-<cost_scenario>. Charging scenarios include:



Uncontrolled (UNC): EVs are charged in an uncoordinated manner. 

Smart charging (V1G): EVs can charge flexibly to minimize total energy system costs.

Bidirectional charging (V2G): EVs can charge and discharge flexibly via dedicated V2G infrastructure.


Each folder contains results for all three transmission grid expansion scenarios:



Limited Grid Expansion (1x)

Moderate Grid Expansion (2x)

Unconstrained Grid Expansion (dynamic).


The repository also includes sensitivity runs designed to assess the relationship between V2G infrastructure deployment and energy system characteristics. These sensitivity analyses are performed starting from the V2G | Moderate Grid Expansion scenario under the Cost-Base and Cost-Low assumptions:



pv_cost: reduction of PV technology costs by 50%;

max_v2g: maximisation of V2G charging and discharging flows based on a modelling-to-generate-alternatives (MGA) analysis with a 10% slack on total system costs (including vehicle costs);

min_pv: minimisation of photovoltaic deployment based on an MGA analysis with a 10% slack on total system costs (including vehicle costs).


The results are stored as NetCDF files and can be converted to .csv format using the data-friendly functions provided in the linked model repository, based on the friendly-calliope toolkit.

Further details on scenario definitions and modelling assumptions are provided in the associated publication (link forthcoming).
DOI: 10.5281/zenodo.18431611
title: Results of the study "Coordinated planning of European charging infrastructure and energy system for optimal V1G and V2G deployment"

description: This repository contains the results of optimising the models available on Zenodo using the energy system optimisation framework Calliope. The utilised models are derived from Sector-coupled Euro-Calliope and Euro-Calliope.

The model evaluates the impacts of different charging strategies for passenger electric vehicles (EVs) on the European energy system. These include uncontrolled charging, unidirectional smart charging (V1G), and bidirectional charging infrastructure technologies, also known as Vehicle-to-Grid (V2G). We develop scenarios that explore alternative transmission grid expansion pathways and different charging infrastructure technology cost assumptions. The model runs use 2018 as the reference weather year and are projected to 2050, accounting for future technology costs and availability. The system is modelled at the country level across 35 European countries, with a 1-hour temporal resolution and a fully sector-coupled representation of the power, heat, industry, and transport sectors. The charging infrastructure is explicitly represented in the model instances, and different technologies compete, with deployment driven by minimising total energy system costs.

Result files are named following the convention <charging_scenario>-<cost_scenario>. Charging scenarios include:



Uncontrolled (UNC): EVs are charged in an uncoordinated manner. 

Smart charging (V1G): EVs can charge flexibly to minimize total energy system costs.

Bidirectional charging (V2G): EVs can charge and discharge flexibly via dedicated V2G infrastructure.


Each folder contains results for all three transmission grid expansion scenarios:



Limited Grid Expansion (1x)

Moderate Grid Expansion (2x)

Unconstrained Grid Expansion (dynamic).


The repository also includes sensitivity runs designed to assess the relationship between V2G infrastructure deployment and energy system characteristics. These sensitivity analyses are performed starting from the V2G | Moderate Grid Expansion scenario under the Cost-Base and Cost-Low assumptions:



pv_cost: reduction of PV technology costs by 50%;

max_v2g: maximisation of V2G charging and discharging flows based on a modelling-to-generate-alternatives (MGA) analysis with a 10% slack on total system costs (including vehicle costs);

min_pv: minimisation of photovoltaic deployment based on an MGA analysis with a 10% slack on total system costs (including vehicle costs).


The results are stored as NetCDF files and can be converted to .csv format using the data-friendly functions provided in the linked model repository, based on the friendly-calliope toolkit.

Further details on scenario definitions and modelling assumptions are provided in the associated publication (link forthcoming).
DOI: 10.15468/dl.bz9xcm
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trochetiopsis ebenus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005482-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sg5svg
title: Occurrence Download

description: A dataset containing 570587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation)",
 "Continent is Asia",
 "Country is India",
 {
 "or" : [
 "Geometry POLYGON((72.92974 18.73123,73.03602 19.25522,72.69832 19.67873,72.92974 18.73123))",
 "Geometry POLYGON((75.83235 26.79958,75.89351 26.99758,75.77621 26.96696,75.77203 26.81005,75.83235 26.79958))"
 ]
 },
 "HasGeospatialIssue is false",
 "Year 2020-2022"
 ]
}

 The dataset includes 570587 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005462-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gaeb98
title: Occurrence Download

description: A dataset containing 28287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Speyeria cybele"
 ]
}

 The dataset includes 28287 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005483-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k79gft
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ungeria floribunda",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005484-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aypnj5
title: Occurrence Download

description: A dataset containing 2233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Polites sabuleti"
 ]
}

 The dataset includes 2233 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005486-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmeup7
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Urena australiensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 51 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005485-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mccaf6
title: Occurrence Download

description: A dataset containing 20448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Polites coras"
 ]
}

 The dataset includes 20448 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005487-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kry4bt
title: Occurrence Download

description: A dataset containing 6291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Urena lobata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 6291 records from 260 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005488-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqa28z
title: Occurrence Download

description: A dataset containing 4421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Pholisora catullus"
 ]
}

 The dataset includes 4421 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005489-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18443614
title: Frequency Energy Continuity Theorem (HFE-CT) and Dark Matter in CRVD

description: dark matter is the self-regulated gravitationally coupled volumetric thermal energy that arises and persists through HFE-CT-ordered dynamics. This perspective seeks to integrate a rigorous, non-mathematical exposition with a conceptual comparison to classical and quantum descriptions, highlighting the methodological shift from postulate-based assumptions to a structural theorem that governs volumetric energy behavior in CRVD.
DOI: 10.5281/zenodo.18443615
title: Frequency Energy Continuity Theorem (HFE-CT) and Dark Matter in CRVD

description: dark matter is the self-regulated gravitationally coupled volumetric thermal energy that arises and persists through HFE-CT-ordered dynamics. This perspective seeks to integrate a rigorous, non-mathematical exposition with a conceptual comparison to classical and quantum descriptions, highlighting the methodological shift from postulate-based assumptions to a structural theorem that governs volumetric energy behavior in CRVD.
DOI: 10.15468/dl.tq4uhv
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vasivaea alchorneoides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 104 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005490-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7du9t5
title: Occurrence Download

description: A dataset containing 1684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Phoebis philea"
 ]
}

 The dataset includes 1684 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005491-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xxw68
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Craspedocephalus anamallensis"
 ]
}

 The dataset includes 89 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005492-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f5xykm
title: Occurrence Download

description: A dataset containing 10457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Waltheria indica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 10457 records from 354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005493-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czrzsk
title: Occurrence Download

description: A dataset containing 5188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gadus morhua",
 "Year 2025-2026"
 ]
}

 The dataset includes 5188 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005494-260129131611470/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.29540728
title: LncRNA MCM3AP-AS1 protects against cerebral ischemia-reperfusion injury via targeting miR-27b-3p

description: Cerebral ischemia-reperfusion (CI/R) injury is a significant hurdle in ischemic stroke treatment. Substantial evidence indicates that long non-coding RNAs (lncRNAs) are implicated in CI/R injury. Here, we explore the function of lncRNA MCM3AP-AS1 in CI/R injury. Employed the middle cerebral artery occlusion/reperfusion (MCAO/R) mice model and oxygen-glucose deprivation/reoxygenation (OGD/R) HT22 cell model to mimic in vivo and in vitro CI/R injury. Morris water maze test assessed mice platform-finding latency and swimming distance. Real-time quantitative reverse transcription PCR were conducted to examine the levels of MCM3AP-AS1 and microRNA (miR)-27b-3p. Modified Neurological Severity Score (mNSS) assessed neurological deficits, and triphenyl tetrazolium chloride staining assessed cerebral infarct volume. Enzyme-linked immunosorbent assay quantified inflammatory factor levels. Cell count kit-8 and flow cytometry detected cell viability and apoptosis, respectively. Dual luciferase reporter and RNA immunoprecipitation assays verified targeting relationships. MAMC3AP-AS1 expression decreased in the brain tissue of MCAO/R mice and OGD/R-treated cells, while miR-27b-3p levels were rose. Upregulating MCM3AP-AS1 notably suppressed mNSS scores, reduced infarct volume, and alleviated cognitive dysfunction in MCAO/R mice; however, miR-27b-3p attenuated the function of MCM3AP-AS1. Furthermore, OGD/R treatment inhibited cell viability, increased apoptosis, and promoted inflammatory factors secretion, MCM3AP-AS1 reversed these effects, but miR-27b-3p significantly impaired this reversal. Mechanistically, MCM3AP-AS1 targeted miR-27b-3p. MCM3AP-AS1 exerts neuroprotection by attenuating miR-27b-3p levels, thereby mitigating CI/R injury.
DOI: 10.6084/m9.figshare.29540728.v1
title: LncRNA MCM3AP-AS1 protects against cerebral ischemia-reperfusion injury via targeting miR-27b-3p

description: Cerebral ischemia-reperfusion (CI/R) injury is a significant hurdle in ischemic stroke treatment. Substantial evidence indicates that long non-coding RNAs (lncRNAs) are implicated in CI/R injury. Here, we explore the function of lncRNA MCM3AP-AS1 in CI/R injury. Employed the middle cerebral artery occlusion/reperfusion (MCAO/R) mice model and oxygen-glucose deprivation/reoxygenation (OGD/R) HT22 cell model to mimic in vivo and in vitro CI/R injury. Morris water maze test assessed mice platform-finding latency and swimming distance. Real-time quantitative reverse transcription PCR were conducted to examine the levels of MCM3AP-AS1 and microRNA (miR)-27b-3p. Modified Neurological Severity Score (mNSS) assessed neurological deficits, and triphenyl tetrazolium chloride staining assessed cerebral infarct volume. Enzyme-linked immunosorbent assay quantified inflammatory factor levels. Cell count kit-8 and flow cytometry detected cell viability and apoptosis, respectively. Dual luciferase reporter and RNA immunoprecipitation assays verified targeting relationships. MAMC3AP-AS1 expression decreased in the brain tissue of MCAO/R mice and OGD/R-treated cells, while miR-27b-3p levels were rose. Upregulating MCM3AP-AS1 notably suppressed mNSS scores, reduced infarct volume, and alleviated cognitive dysfunction in MCAO/R mice; however, miR-27b-3p attenuated the function of MCM3AP-AS1. Furthermore, OGD/R treatment inhibited cell viability, increased apoptosis, and promoted inflammatory factors secretion, MCM3AP-AS1 reversed these effects, but miR-27b-3p significantly impaired this reversal. Mechanistically, MCM3AP-AS1 targeted miR-27b-3p. MCM3AP-AS1 exerts neuroprotection by attenuating miR-27b-3p levels, thereby mitigating CI/R injury.
DOI: 10.6084/m9.figshare.29605485
title: PSMC3IP as a prognostic biomarker and immunomodulatory regulator in low-grade glioma: insights from multi-omics and methylation analysis

description: PSMC3IP, a gene involved in proteasome function, has been linked to various cancers, though its role in low-grade glioma (LGG) remains underexplored. This study investigates its expression and mechanisms in LGG, offering insights into treatment and prognosis evaluation. Integrate multi-omics data from TCGA, CGGA, and other sources to analyze the association between PSMC3IP expression and clinical features and survival prognosis, and combine methylation analysis, immune infiltration assessment, and GSEA-enriched pathways to elucidate its functional mechanisms. The overexpression of PSMC3IP in LGG was significantly correlated with malignant clinical features, including higher WHO grade, tumor recurrence, and 1p19q co-deletion (<i>p</i> &lt; 0.05). Patients with high PSMC3IP expression exhibited significantly shortened overall survival (<i>p</i> &lt; 0.001). Methylation analysis revealed that the cg12628062 locus negatively regulated PSMC3IP expression (<i>r</i> = –0.22, <i>p</i> &lt; 0.001). Immune microenvironment profiling demonstrated that PSMC3IP overexpression promoted tumor associated macrophages to polarize towards M2 morphology, suppressed CD8+ T cell activity, and elevated expression of immune checkpoints (PDCD1/CTLA-4). Gene Set Enrichment Analysis (GSEA) further highlighted its enrichment in DNA replication and base excision repair pathways, suggesting its oncogenic role through genomic instability and immunomodulatory mechanisms. PSMC3IP is overexpressed in LGG and serves as an independent prognostic factor for poor survival. Its involvement in immune regulation and key molecular pathways, including DNA replication, suggests it may be a target for therapeutic strategies in LGG.
DOI: 10.6084/m9.figshare.29605485.v1
title: PSMC3IP as a prognostic biomarker and immunomodulatory regulator in low-grade glioma: insights from multi-omics and methylation analysis

description: PSMC3IP, a gene involved in proteasome function, has been linked to various cancers, though its role in low-grade glioma (LGG) remains underexplored. This study investigates its expression and mechanisms in LGG, offering insights into treatment and prognosis evaluation. Integrate multi-omics data from TCGA, CGGA, and other sources to analyze the association between PSMC3IP expression and clinical features and survival prognosis, and combine methylation analysis, immune infiltration assessment, and GSEA-enriched pathways to elucidate its functional mechanisms. The overexpression of PSMC3IP in LGG was significantly correlated with malignant clinical features, including higher WHO grade, tumor recurrence, and 1p19q co-deletion (<i>p</i> &lt; 0.05). Patients with high PSMC3IP expression exhibited significantly shortened overall survival (<i>p</i> &lt; 0.001). Methylation analysis revealed that the cg12628062 locus negatively regulated PSMC3IP expression (<i>r</i> = –0.22, <i>p</i> &lt; 0.001). Immune microenvironment profiling demonstrated that PSMC3IP overexpression promoted tumor associated macrophages to polarize towards M2 morphology, suppressed CD8+ T cell activity, and elevated expression of immune checkpoints (PDCD1/CTLA-4). Gene Set Enrichment Analysis (GSEA) further highlighted its enrichment in DNA replication and base excision repair pathways, suggesting its oncogenic role through genomic instability and immunomodulatory mechanisms. PSMC3IP is overexpressed in LGG and serves as an independent prognostic factor for poor survival. Its involvement in immune regulation and key molecular pathways, including DNA replication, suggests it may be a target for therapeutic strategies in LGG.