cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.c.3613955_d3
title: Additional file 6: of Microvascular endothelial cells-derived microvesicles imply in ischemic stroke by modulating astrocyte and blood brain barrier function and cerebral blood flow

description: Availability of data for CBF, infarct volume and neurological deficits of tMCAO mice after treated with OGD-EMVs and n-EMVs. (XLS 12 kb)
DOI: 10.6084/m9.figshare.c.3613955_d2
title: Additional file 1: of Microvascular endothelial cells-derived microvesicles imply in ischemic stroke by modulating astrocyte and blood brain barrier function and cerebral blood flow

description: Availability of data for EMVs identification. (XLS 17 kb)
DOI: 10.15468/dl.pd28uq
title: Occurrence Download

description: A dataset containing 5842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-26.78515 34.87905,47.45743 34.87905,47.45743 71.62888,-26.78515 71.62888,-26.78515 34.87905))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Psilocybe semilanceata (Fr.) P.Kumm."
 ]
}

 The dataset includes 5842 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032211-241126133413365/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.c.3613865_d11
title: Additional file 5: Table S3. of Differential expression profiling of the early response to Ustilaginoidea virens between false smut resistant and susceptible rice varieties

description: The enriched GO terms for the genes that were up-regulated in IR28 and LYP9 at 24 hpi and 48 hpi. (XLSX 21 kb)
DOI: 10.6084/m9.figshare.c.3613865_d10
title: Additional file 2: Table S1. of Differential expression profiling of the early response to Ustilaginoidea virens between false smut resistant and susceptible rice varieties

description: Statistics of the total RNA-Seq reads and reads mapped to the Oryza sativa L. ssp. indica reference genome at different inoculation time points in IR28 and LYP9. (XLSX 21 kb)
DOI: 10.6084/m9.figshare.c.3613865_d8
title: Additional file 11: Table S8. of Differential expression profiling of the early response to Ustilaginoidea virens between false smut resistant and susceptible rice varieties

description: Differentially expressed WRKY genes in IR28 and LYP9 at 24 h and 48 h after U. virens infection. (XLSX 22 kb)
DOI: 10.15468/dl.ayhh34
title: Occurrence Download

description: A dataset containing 299472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Phoca vitulina Linnaeus, 1758"
 ]
}

 The dataset includes 299472 records from 406 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032207-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11237223
title: Ghibli Dataset
DOI: 10.15468/dl.sxd32x
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Arachnothryx leucophylla (Kunth) Planch."
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011612-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcgp7b
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus abietinus (Goetgh.) Bauters",
 "Continent is Africa"
 ]
}

 The dataset includes 34 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011613-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nukg9x
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Dalbergia sissoo Roxb. ex DC."
 ]
}

 The dataset includes 17 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011614-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsrnh2
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus acuticarinatus Kük.",
 "Continent is Africa"
 ]
}

 The dataset includes 96 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011615-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-2015805938
title: CryoEM BAG for Ile-de-France

description: We are a group of structural biologists based in Paris that would like to benefit from high-end data collection shifts at ESRF. Our research spans various life science fields: bacterial transporters (Biou, Broutin) and machineries (Bellinzoni, Gubellini, Mechaly, Petrella), nucleic acid research (Leulliot, Sauguet, Tisné), eukaryotic channels and receptors (Prevost, Venien-Bryan, Wolff), virus biology and vaccine development (Barba-Spaeth, Guardado Calvo). Our group is already active as a community and the local proximity allows us to meet regularly. We have good access to screening microscopes but would need data collection on 300kV systems to reach cutting-edge resolution.
DOI: 10.5281/zenodo.15123634
title: Hyperfinestructure_Th-229(3p)_690nm_Zitzer_2025

description: Observed hyperfine spectrum of the 5F5/2 → 6D5/2 (690 nm) transition of 229Th3+G. Zitzer, J. Tiedau, Ch. E. Düllmann, M. V. Okhapkin, and E. PeikThis dataset contains the hyperfine spectrum which is presented in Fig. 2 in the publication "Laser spectroscopy on the hyperfine structure and isotope shift of sympathetically cooled 229Th3+ ions".
DOI: 10.5281/zenodo.15123635
title: Hyperfinestructure_Th-229(3p)_690nm_Zitzer_2025

description: Observed hyperfine spectrum of the 5F5/2 → 6D5/2 (690 nm) transition of 229Th3+G. Zitzer, J. Tiedau, Ch. E. Düllmann, M. V. Okhapkin, and E. PeikThis dataset contains the hyperfine spectrum which is presented in Fig. 2 in the publication "Laser spectroscopy on the hyperfine structure and isotope shift of sympathetically cooled 229Th3+ ions".
DOI: 10.6084/m9.figshare.27269748
title: Global data-driven prediction of fire activity

description: All files within this directory are used to generate the model/data/plots used in the submissions. Software is available at code ocean 
https://codeocean.com/capsule/8570224/tree

For the generation of the dataframes used for training the various data-driven models we use (Input data not present in this folder are available from ERA5-Land) : 

#### MAKE_PICKLE_*.py

This generates the following pickle files:

#### TRAIN_*_10PER_2019_2021.pk1

Once those pickle files are generated the XGBoost models are then trained using :

#### TR_*.py

This generates the model files, which are then used with the input data to generate ERA5 and forecast data :

#### MAKE_GLOBAL_MAPS_ERA5.py

The output modelled data are then available as :

#### POF_*_ERA5.nc

Computation of radar plot scores are made using :

#### SCORES_FULL.py

Output of statistical analysis are availble as:

#### correlation_fwi.pkl
#### obs_correlation_fwi.pkl
#### *RELIABILITY.pkl
#### *RADAR.pkl

Region specific observations and forecasts are provided in :

#### NEN*
#### NWN*

For plotting the plots are made using the following scripts :

#### FIG_*.ipynb

For access to data note present in this capsule please access the ftp site:

ftp server: ftp.ecmwf.int
username: ecmwf_fire
password: FhXekWMuy
DOI: 10.15468/dl.yxkfcz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ficus elastica Roxb. ex Hornem."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011616-250325103851331/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.27074560
title: Structural mimicry of UM171 and neomorphic cancer mutants co-opts E3 ligase KBTBD4 for HDAC1/2 recruitment

description: Cryo-EM PDB (.pdb) and maps (.mrc) files for neomorphic complexes of wild-type and mutant KBTBD4 bound to HDAC2 or HDAC2-CoREST. Wild-type KBTBD4 complexes also contain the molecular glue UM171
DOI: 10.6084/m9.figshare.27074560.v1
title: Structural mimicry of UM171 and neomorphic cancer mutants co-opts E3 ligase KBTBD4 for HDAC1/2 recruitment

description: Cryo-EM PDB (.pdb) and maps (.mrc) files for neomorphic complexes of wild-type and mutant KBTBD4 bound to HDAC2 or HDAC2-CoREST. Wild-type KBTBD4 complexes also contain the molecular glue UM171
DOI: 10.6084/m9.figshare.27021865.v1
title: Genome assembly resources of genitourinary cancers for chromosomal aberration at the single nucleotide level

description: We obtained PacBio HiFi long-read sequencing data of six genitourinary tumor cell lines, and assembled these reads into contigs to understand cancer genomes in detail.
DOI: 10.15468/dl.2gfv78
title: Occurrence Download

description: A dataset containing 1751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Melastoma malabathricum L."
 ]
}

 The dataset includes 1751 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011618-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbqesd
title: Occurrence Download

description: A dataset containing 1374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus albescens (Steud.) Larridon & Govaerts",
 "Continent is Africa"
 ]
}

 The dataset includes 1374 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011619-250325103851331/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.28104761.v1
title: Capturing, enriching and detecting nanoplastics in water based on optical manipulation, SERS and microfluidics

description: Raw data on "Capturing, enriching and detecting nanoplastics in water based on optical manipulation, SERS and microfluidics"
DOI: 10.6084/m9.figshare.28045667
title: AI-Based Detection and Classification of Anomalous Aortic Origin of Coronary Arteries in Coronary CT Angiography

description: Anomalous aortic origin of the coronary artery (AAOCA) is a rare cardiac condition that can cause ischemia or sudden cardiac death but might be overlooked or misclassified in routine coronary computed tomography angiography (CCTA). This fully automated, AI-based tool has been developed and externally evaluated to accurately analyze CT images to detect AAOCA, classify the origin of AAOCA, and assess anatomical risk of AAOCA.
DOI: 10.6084/m9.figshare.28045667.v1
title: AI-Based Detection and Classification of Anomalous Aortic Origin of Coronary Arteries in Coronary CT Angiography

description: Anomalous aortic origin of the coronary artery (AAOCA) is a rare cardiac condition that can cause ischemia or sudden cardiac death but might be overlooked or misclassified in routine coronary computed tomography angiography (CCTA). This fully automated, AI-based tool has been developed and externally evaluated to accurately analyze CT images to detect AAOCA, classify the origin of AAOCA, and assess anatomical risk of AAOCA.
DOI: 10.6084/m9.figshare.28595522
title: Altermagnetic Ground State in Distorted Kagome Metal CsCr<sub>3</sub>Sb<sub>5</sub>

description: Band structure data and symmetrized Wannier Hamiltonian
DOI: 10.15468/dl.tnnkkh
title: Occurrence Download

description: A dataset containing 2653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Asia",
 "Country is China",
 "DatasetKey is 2023 Contributions of Plant Specimen Data inside China",
 "TaxonKey is one of (Bistorta vacciniifolia (Wall. ex Meisn.) Greene, Bistorta affinis (D.Don) Greene, Bistorta coriacea (Sam.) Yonek. & H.Ohashi, Bistorta purpureonervosa (A.J.Li) Yonek. & H.Ohashi, Bistorta subscaposa Petrov, Bistorta griffithii (Hook.fil.) Grierson, Bistorta alopecuroides (Turcz. ex Kom.) Nakai, Bistorta elliptica (Willd. ex Spreng.) Kom., Bistorta milletii H.Lév., Bistorta manshuriensis (Petrov ex Kom.) Kom., Bistorta pacifica Kom., Bistorta sinomontana (Sam.) Miyam., Bistorta suffulta (Maxim.) Greene ex H.Gross, Bistorta vivipara (L.) Delarbre, Bistorta macrophylla (D.Don) Soják, Bistorta amplexicaulis (D.Don) Greene, Bistorta ochotensis Kom., Bistorta emodi (Meisn.) H.Hara, Polygonum paleaceum var. pubifolium Sam., Bistorta paleacea (Wall.) Yonek. & H.Ohashi, Bistorta officinalis Raf.)",
 "Year 1900-2025"
 ]
}

 The dataset includes 2653 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011621-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.we9n2p
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus alopecuroides Rottb.",
 "Continent is Africa"
 ]
}

 The dataset includes 426 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011620-250325103851331/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.28137737
title: Catechol-Based Chemistry for Hypoglycemia-Responsive Delivery of Zinc-Glucagon via Hydrogel-Based Microneedle Patch Technology

description: Catechol-Based Chemistry for Hypoglycemia-Responsive Delivery of Zinc-Glucagon via Hydrogel-Based Microneedle Patch Technology
DOI: 10.6084/m9.figshare.28137737.v1
title: Catechol-Based Chemistry for Hypoglycemia-Responsive Delivery of Zinc-Glucagon via Hydrogel-Based Microneedle Patch Technology

description: Catechol-Based Chemistry for Hypoglycemia-Responsive Delivery of Zinc-Glucagon via Hydrogel-Based Microneedle Patch Technology
DOI: 10.6084/m9.figshare.26135005
title: Structural Insights into the Dual Ca2+-Sensor-Mediated Activation of the PPEF Phosphatase Family

description:  Cryo-EM reveals two structures: RDGC/apo-CaM and RDGC and Ca2+-CaM
 RDGC/CaM holoenzyme establishes an auto-inhibition mode in Ca2+-free condition
 Both CaM and EF-like/EF-hand tandem act as Ca2+-sensors to unlock the catalytic sites
 This dual Ca2+-sensor-mediated activation is evolutionarily conserved from Drosophila to mammals
 Validation of the IQ motif/CaM interaction in cryo-EM structures by higher-resolution crystal structures: mPPEF2 IQ motif (aa 22-39)/apo-CaM and RDGC IQ motif (aa 1-25)/Ca2+-CaM.
DOI: 10.6084/m9.figshare.26135005.v1
title: Structural Insights into the Dual Ca2+-Sensor-Mediated Activation of the PPEF Phosphatase Family

description:  Cryo-EM reveals two structures: RDGC/apo-CaM and RDGC and Ca2+-CaM
 RDGC/CaM holoenzyme establishes an auto-inhibition mode in Ca2+-free condition
 Both CaM and EF-like/EF-hand tandem act as Ca2+-sensors to unlock the catalytic sites
 This dual Ca2+-sensor-mediated activation is evolutionarily conserved from Drosophila to mammals
 Validation of the IQ motif/CaM interaction in cryo-EM structures by higher-resolution crystal structures: mPPEF2 IQ motif (aa 22-39)/apo-CaM and RDGC IQ motif (aa 1-25)/Ca2+-CaM.
DOI: 10.6084/m9.figshare.27997619.v1
title: PCMR, A Comprehensive PreCancerous Molecular Repository and Online Analysis Platform

description: Cancer remains a leading cause of death despite advancements in screening and treatment. Early detection and intervention of precancerous lesions plays a pivotal role in reducing cancer morbidity and mortality. A thorough analysis of genomic, transcriptomic, proteomic and epigenomic alterations can reveal early stages of carcinogenesis. However, the absence of an integrated, well-curated repository of molecular data limits our understanding of precancerous processes. Here, we introduce PreCancerous Molecular Repository and Online Analysis Platform (PCMR), which integrates 25,792 molecular profiles from precancerous samples paired with normal or malignant counterparts. These profiles cover precancerous lesions of 34 cancer types across 19 organs and tissues from tissue samples, liquid biopsies, cell lines or organoids, with data from transcriptomics, proteomics and epigenomics. PCMR also includes 59,754 precancer-gene associations derived from differential analysis and text-mining using ChatGPT large language model. Based on user-friendly, interactive tools within PCMR, we examined the reliability and significance by molecular signature retrieval, analysis and visualization. Collectively, PCMR will serve as an essential resource for in-depth precancerous researches, improving patient outcomes.
DOI: 10.6084/m9.figshare.28408568.v1
title: High-Res Acoustic and Environmental Data to Monitor <i>Bombus dahlbomii</i> Amid Invasive Species, Habitat Loss

description: Annotated dataset of bee buzzes from Puerto Blest. Bombus dahlbomii and bombus terrestris were present during field recordings.
DOI: 10.6084/m9.figshare.28058054
title: Chromosome-level genome assembly of the Adonis ladybird Hippodamia variegata

description: Chromosome-level genome assembly of Hippodamia variegata
DOI: 10.6084/m9.figshare.28058054.v1
title: Chromosome-level genome assembly of the Adonis ladybird Hippodamia variegata

description: Chromosome-level genome assembly of Hippodamia variegata
DOI: 10.15468/dl.j7en4z
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Tecomaria capensis (Thunb.) Spach"
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011623-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drhvsd
title: Occurrence Download

description: A dataset listing the 92373 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Living Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 92373 records were derived from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011617-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14802970
title: Impact of Non-farm Enterprises on Household Poverty Status: A Propensity Score  Matching Approach

description: These are materials used in the analysis for our recently published Article
DOI: 10.5281/zenodo.15123544
title: Impact of Non-farm Enterprises on Household Poverty Status: A Propensity Score  Matching Approach

description: These are materials used in the analysis for our recently published Article
DOI: 10.7488/ds/7843
title: INSIDE-HIV: imaging neuroinflammation in severe and persistent depression in people with HIV

description: This dataset contains data generated for the INSIDE-HIV study, carried out at Brighton & Sussex Medical School (BSMS), University of Sussex, Brighton, UK. The objective of this pilot study was to assess whether neuroinflammation (as measured using neuroimaging techniques) is correlated with the severity of depressive symptoms in people living with HIV. A total of 20 people living with HIV with varying degrees of depressive symptom severity were recruited for a study involving neuroimaging and blood sampling to assess biomarkers of (neuro)inflammation.
DOI: 10.25921/yvn9-gr91
title: EK80 Water Column Sonar Data Collected During PC2405_Leg3
DOI: 10.5281/zenodo.14551168
title: Data supporting: "Seasonal and interannual variability of freshwater sources for Greenland's fjords" submitted to The Cryosphere special issue "Northern hydrology in transition – impacts of a changing cryosphere on water resources, ecosystems, and humans" on November 29, 2024 by Anneke Vries et al.

description: # Supporting data: Variability of Freshwater input into Greenland's fjords


This dataset contains data to produce figures for _Seasonal and interannual variability of freshwater sources for Greenland’s fjords_ submitted to The Cryosphere special issue _Northern hydrology in transition – impacts of a changing cryosphere on water resources, ecosystems, and humans_ on November 29, 2024 by Anneke Vries et al. . 

 

Notebooks are available from https://github.com/AnnekeV/Varia-Fresh-Fjords.
DOI: 10.5281/zenodo.14551167
title: Data supporting: "Seasonal and interannual variability of freshwater sources for Greenland's fjords" submitted to The Cryosphere special issue "Northern hydrology in transition – impacts of a changing cryosphere on water resources, ecosystems, and humans" on November 29, 2024 by Anneke Vries et al.

description: # Supporting data: Variability of Freshwater input into Greenland's fjords


This dataset contains data to produce figures for _Seasonal and interannual variability of freshwater sources for Greenland’s fjords_ submitted to The Cryosphere special issue _Northern hydrology in transition – impacts of a changing cryosphere on water resources, ecosystems, and humans_ on November 29, 2024 by Anneke Vries et al. . 

 

Notebooks are available from https://github.com/AnnekeV/Varia-Fresh-Fjords.
DOI: 10.5281/zenodo.15013761
title: Data supporting: "Seasonal and interannual variability of freshwater sources for Greenland's fjords" submitted to The Cryosphere special issue "Northern hydrology in transition – impacts of a changing cryosphere on water resources, ecosystems, and humans" on November 29, 2024 by Anneke Vries et al.

description: # Supporting data: Variability of Freshwater input into Greenland's fjords


This dataset contains data to produce figures for _Seasonal and interannual variability of freshwater sources for Greenland’s fjords_ submitted to The Cryosphere special issue _Northern hydrology in transition – impacts of a changing cryosphere on water resources, ecosystems, and humans_ on November 29, 2024 by Anneke Vries et al. . 

 

Notebooks are available from https://github.com/AnnekeV/Varia-Fresh-Fjords.
DOI: 10.15468/8c49ma
title: Bioecological features of Eriosoma lanigerum (Hausmann, 1802) in the conditions of the Fergana Valley

description: Data publication of approximately 203 collection specimens for the plant pest: Eriosoma lanigerum (Hausmann, 1802)
DOI: 10.5281/zenodo.15101028
title: Dataset for Active alignment control system for thin disk regenerative amplifier

description: This dataset contains the experimental data related to the publication "Active alignment control system for thin disk regenerative amplifier" available at https://doi.org/10.1063/5.0225717 The dataset includes measurement results.
DOI: 10.5281/zenodo.15101029
title: Dataset for Active alignment control system for thin disk regenerative amplifier

description: This dataset contains the experimental data related to the publication "Active alignment control system for thin disk regenerative amplifier" available at https://doi.org/10.1063/5.0225717 The dataset includes measurement results.