cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28685312.v1
title: Supplementary Material for: Evidence on protective factors for dementia and cognitive impairment in older adults: an umbrella review

description: Introduction: Dementia represents a global public health challenge, and no conclusive evidence exists on how to prevent its onset or at least reduce the risk. This umbrella review aims to identify interventions or exposures that can reduce the incidence of dementia or cognitive impairment.
Methods: A search of meta-analyses and systematic reviews published from 2018 to 2025 (January) was conducted across four databases. Articles assessing associations between interventions or exposures to protective factors and incidence of dementia or cognitive decline in non-demented older adults were selected.
Results: Out of 6,324 articles, 177 underwent full-text screening, and 17 were included. They showed that psychosocial factors (social engagement, purpose in life, life satisfaction, and cognitive reserve) and influenza vaccination protect against dementia. Evidence on antihypertensives is promising, while evidence on low-dose aspirin is promising yet inconclusive. No clear results emerged for both single- and multi-domain lifestyle interventions.
Conclusions: These results offer new insight on potential targets for dementia prevention, a global public health priority. In particular, favorable psychosocial factors and influenza vaccination, undervalued in the scientific debate on dementia prevention, emerged as promising and feasible targets for preventive initiatives. Future research should focus on fine-tuning interventions to promote brain health, exploring their underlying mechanisms, and developing targeted and personalized strategies for specific population subgroups.
DOI: 10.6084/m9.figshare.23931477.v1
title: AndroDex_Binaries

description: AndroDex: Android Dex Images of Obfuscated MalwareThe AndroDex dataset is provided in binary as well as image format so it can be easily used in any data processing software. The images and binaries can be easily opened and processed using Notepad, R, python, WEKA, or any other software whereas .txt files can be used and opened in any format. These files can be easily converted into .csv format to ready by Python, R, WEKA, etc. All the files are password protected and the password is "androdex". The dataset is publicly open for users to use as per scientific data policy however, the dataset is password protected because the files are malicious and to make sure all files are uploaded without deletion password is enabled.For Images see URL https://figshare.com/articles/dataset/Androdex_Images/23931204Cite: Scientific Data https://www.nature.com/sdata/
DOI: 10.6084/m9.figshare.7339469.v1
title: Commun_Biol_aphelid_datasets

description: <b>Transcriptome assembly</b>Metatranscriptome of <i>Paraphelidium tribonemae</i> (PRJNA402032) assembled with trinity, cleaned from non-eukaryote sequences using blobtools with the refseq taxonomy affiliation & cleaned from eukaryote contamination with blastp using a custom database with fungi & stramenopiles. 10,669 cleaned peptides predicted with transdecoder and annotated with eggnog-mapper.<br>Version 1.5 contains 10,439 peptides, after removing 230 peptides with high identity (97% to 100%) with <i>Tribonema gayanum</i> RNA-seq (unpublished).<br><b>Phylogenomics</b>3 protein datasets were used to infer the position of <i>Paraphelidium tribonemae</i>. All were previously used for phylogenomic analyses of Opisthokonta and, more specifically, Microsporidia. They are:- SCPD: 93 single-copy protein domains (SCPD) from Torruella et al. 2015 Curr Biol.- BMC: 53 proteins updated from Capella-Gutiérrez et al. 2012 BMC Biol.- GBE: 259 proteins updated from Mikhailov et al. 2017 Genome Biol Evol.<br>Here you can find the concatenated supermatrices 49sp and 36sp; with and without long-branch microsporidians respectively.
DOI: 10.15468/dl.49ybhw
title: Occurrence Download

description: A dataset containing 537843857 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plantae"
 ]
}

 The dataset includes 537843857 records from 17616 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009658-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15098099
title: Communication, citizen participation and climate activism. A bibliometric and narrative review of scientific research (2014-2024).

description: Research framed in the R+D+i Project “Citizen activism and communication against climate change” (ActivaES2030) PID2023-147344OA-I00 funded by the Ministry of Science, Innovation and Universities. Co-funded by the European Union. State Research Agency. University of Malaga, Spain. 

Investigación enmarcada en el Proyecto de I+D+i “Activismo ciudadano y comunicación frente al cambio climático” (ActivaES2030) PID2023-147344OA-I00 financiado por Ministerio de Ciencia, Innovación y Universidades. Cofinanciado por la Unión Europea. Agencia Estatal de Investigación. Universidad de Málaga, España.
DOI: 10.5281/zenodo.15002890
title: Communication, citizen participation and climate activism. A bibliometric and narrative review of scientific research (2014-2024).

description: Research framed in the R+D+i Project “Citizen activism and communication against climate change” (ActivaES2030) PID2023-147344OA-I00 funded by the Ministry of Science, Innovation and Universities. Co-funded by the European Union. State Research Agency. University of Malaga, Spain. 

Investigación enmarcada en el Proyecto de I+D+i “Activismo ciudadano y comunicación frente al cambio climático” (ActivaES2030) PID2023-147344OA-I00 financiado por Ministerio de Ciencia, Innovación y Universidades. Cofinanciado por la Unión Europea. Agencia Estatal de Investigación. Universidad de Málaga, España.
DOI: 10.15468/dl.97smu9
title: Occurrence Download

description: A dataset listing the 103187 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "BasisOfRecord is one of (Human Observation, Specimen)"
 ]
}

 The dataset's 103187 records were derived from 1638 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012889-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25625/2d2wfo/ud1fir
title: main.cc

description: :unav
DOI: 10.25625/2d2wfo/t2t3fm
title: ar.hh

description: :unav
DOI: 10.25625/2d2wfo/sc2bhs
title: pyrrhotite.hh

description: :unav
DOI: 10.25625/2d2wfo/ys4c1j
title: Bent_125bar_40C_0.5ml.txt

description: :unav
DOI: 10.15468/dl.yg3bvy
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pomatocalpa tonkinense (Gagnep.) Seidenf."
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0093001-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25625/2d2wfo/nuiukp
title: model.hh

description: :unav
DOI: 10.25625/2d2wfo/qes4va
title: CMakeLists.txt

description: :unav
DOI: 10.15468/dl.ipigbh
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006037-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25625/2d2wfo/kdl7pu
title: params.input

description: :unav
DOI: 10.15468/dl.w5r7zm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008992-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ss75y
title: Occurrence Download

description: A dataset containing 102062839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arthropoda, Mollusca, Annelida, Cnidaria, Echinodermata, Porifera, Brachiopoda, Bryozoa, Nematoda, Platyhelminthes, Chaetognatha, Nemertea, Rotifera, Sipuncula, Phoronida, Hemichordata, Tardigrada, Acanthocephala, Priapulida, Ctenophora, Kinorhyncha, Nematomorpha, Xenacoelomorpha, Onychophora, Kamptozoa, Gastrotricha, Loricifera, Gnathostomulida, Dicyemida, Orthonectida, Micrognathozoa, Placozoa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Living Specimen, Specimen, Material sample, Human Observation, Machine Observation, Observation)",
 "CoordinateUncertaintyInMeters is less than or equal to 1e+05",
 "Year is greater than 1945"
 ]
}

 The dataset includes 102062839 records from 3219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067237-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57754/fdat.9sv89-7sy38
title: Word embeddings obtained from decow14ax - 200 dimensional

description: Word vectors trained using GloVe for the most frequent 1000000 tokens in the decow14ax corpus. See associated paper (Dima, 2015) for description of the training parameters.
word embeddings - distributional representations - word vectors
GloVe is an unsupervised learning algorithm for obtaining vector representations for words. Training is performed on aggregated global word-word co-occurrence statistics from a corpus, and the resulting representations showcase interesting linear substructures of the word vector space.
 
description: Research carried out in work package A03 of the SFB 833.
DOI: 10.34740/kaggle/dsv/13625294
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.dzh58f
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "VerbatimScientificName is Tamarix arceuthoides",
 "Year 1000-2025"
 ]
}

 The dataset includes 65 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018160-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17863/cam.122845
title: Research data supporting "Magnetic Properties of the Quasi-1D Magnesium Lanthanide Borates MgLnB5O10"

description: Research data related to a project on the borates MgLnB5O10 (Ln = La, Pr, Nd, Sm, Eu, Gd, Tb, Dy, Ho, Er). Includes powder X-ray diffraction, magnetisation and specific heat data. Further details are in a .txt file within the data folder.
DOI: 10.15468/dl.qmf8xp
title: Occurrence Download

description: A dataset containing 1178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-93.52916 41.54668,-93.52916 41.63708,-93.70373 41.63708,-93.70373 41.54668,-93.52916 41.54668))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida",
 "Year 2000-2025"
 ]
}

 The dataset includes 1178 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018162-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17209611
title: Maps of HCl and H2O abundances in the Martian atmosphere in MY36

description: This dataset is supplementary to related work published in JGR Planets (Faggi et al., 2025, DOI:10.1029/2025JE009105 )

The dataset stored here contains retrieved abundances of HCl [ppb] and H2O [ppm], as observed using the high-resolution echelle spectrograph, iSHELL, at the NASA IRTF observatory (Rayner et al., 2012, over three Martian seasons ( pre-Northern Summer Ls ~7 - 75 deg, pre-Southern Summer Ls~ 200 - 260 deg, and Southern Summer Ls ~ 274 - 319 deg).

The raw data are available at the NASA IRTF Archive (https://irtfweb.ifa.hawaii.edu/research/irtf_data_archive.php ), under the following Observing Program IDs: 2020B94, 2021A069, 2022A028, 2022B019.

The data-reduction scripts are available at https://github.com/nasapsg, and the retrieval software package used to create this dataset is Planetary Spectrum Generator (Villanueva et al., 2018, 2022), which is a free and publicly available online radiative trasfer and retrieval tool (https://psg.gsfc.nasa.gov).

This data was collected to investigate the HCl cycle and analyzing its spatial distributions to study its interplay with H2O. See realted published work for details on how to built a map (Faggi et al., 2025)

Each file contains the following information.

Each line provides the following values, divided by comma (,):

1) iset = Index of the slit position, (EAST to WEST): 0,1,...2) irow = Index of the pixel along the slit (SOUTH to NORTH): 0,1,… 3) px = shift in arcseconds across the planet, for the pixel in the center of the slit4) py = shift in arcseconds along the slit, of the pixels relative to the center pixel of the slit5) val = retrieved abundance [ppm for H2O, ppb for HCl, scaler for CO2]6) err = error [ppm for H2O, ppb for HCl, scaler for CO2]7) lon = longitude of that pixel8) lat = latitude of that pixel
DOI: 10.5281/zenodo.17209612
title: Maps of HCl and H2O abundances in the Martian atmosphere in MY36

description: This dataset is supplementary to related work published in JGR Planets (Faggi et al., 2025, DOI:10.1029/2025JE009105 )

The dataset stored here contains retrieved abundances of HCl [ppb] and H2O [ppm], as observed using the high-resolution echelle spectrograph, iSHELL, at the NASA IRTF observatory (Rayner et al., 2012, over three Martian seasons ( pre-Northern Summer Ls ~7 - 75 deg, pre-Southern Summer Ls~ 200 - 260 deg, and Southern Summer Ls ~ 274 - 319 deg).

The raw data are available at the NASA IRTF Archive (https://irtfweb.ifa.hawaii.edu/research/irtf_data_archive.php ), under the following Observing Program IDs: 2020B94, 2021A069, 2022A028, 2022B019.

The data-reduction scripts are available at https://github.com/nasapsg, and the retrieval software package used to create this dataset is Planetary Spectrum Generator (Villanueva et al., 2018, 2022), which is a free and publicly available online radiative trasfer and retrieval tool (https://psg.gsfc.nasa.gov).

This data was collected to investigate the HCl cycle and analyzing its spatial distributions to study its interplay with H2O. See realted published work for details on how to built a map (Faggi et al., 2025)

Each file contains the following information.

Each line provides the following values, divided by comma (,):

1) iset = Index of the slit position, (EAST to WEST): 0,1,...2) irow = Index of the pixel along the slit (SOUTH to NORTH): 0,1,… 3) px = shift in arcseconds across the planet, for the pixel in the center of the slit4) py = shift in arcseconds along the slit, of the pixels relative to the center pixel of the slit5) val = retrieved abundance [ppm for H2O, ppb for HCl, scaler for CO2]6) err = error [ppm for H2O, ppb for HCl, scaler for CO2]7) lon = longitude of that pixel8) lat = latitude of that pixel
DOI: 10.34810/data2258
title: Ocurrence of industrial chemical in fish

description: Concentration in ug/g of a total of 17 contaminants used in industrial applications. The concentration were determined in different organs of the fish species using ultrasound assisted method followed by gas chromatography with mass spectrometry
description: Concentration in ng/g of the compounds in the different part of species analysed (two samples for each part of the specie)
DOI: 10.34740/kaggle/dsv/13625277
title: Cross-National COVID-19 Risk & Policy Dataset (v1)
DOI: 10.15468/dl.6uwyr8
title: Occurrence Download

description: A dataset containing 1702 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Faxonius immunis"
 ]
}

 The dataset includes 1702 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018164-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayza3v
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Eresus kollari",
 "Year 2020-2025"
 ]
}

 The dataset includes 319 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018165-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3gpkz
title: Occurrence Download

description: A dataset containing 378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation, Material sample, Specimen)",
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, c5f7ef70-e233-11d9-a4d6-b8a03c50a862, b3bf3a83-1f68-4541-a03f-330d30d567f5)",
 "StateProvince is Limpopo",
 "TaxonKey is Lantana camara"
 ]
}

 The dataset includes 378 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018166-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebwhaq
title: Occurrence Download

description: A dataset containing 279052 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Verticordia albida, Verticordia drummondii, Monanthes praegeri, Thesium paniculatum, Thesium micropogon, Thesium repandum, Thesium sertulariastrum, Reseda pruinosa, Aeonium aguajilvense, Chorizanthe breweri, Chorizanthe douglasii, Hesperis theophrasti, Echinocereus salm-dyckianus, Echinocereus subinermis, Bellevalia sitiaca, Oenothera stricta, Aeonium marreroi, Diascia batteniana, Diascia stricta, Anthemis haussknechtii, Bellevalia undulatifolia, Leucospermum tomentosum, Tinospora smilacina, Swainsona queenslandica, Swainsona perlonga, Swainsona cyclocarpa, Aeonium nogalesii, Gompholobium subulatum, Cissus rotundifolia, Colletia hystrix, Diascia cuneata, Anthemis sheilae, Anthemis tenuicarpa, Anthemis ubensis, Anthemis cornucopiae, Anthemis pignattiorum, Angraecum conchiferum, Dendrobium suffusum, Verticordia aereiflora, Verticordia endlicheriana, Verticordia roei, Saponaria emineana, Heliomeris longifolia, Dendrobium mortii, Microtis rara, Bletia campanulata, Schmidtia pappophoroides, Oenothera xylocarpa, Ranunculus labacensis, Ranunculus prosseri, Ranunculus diminutus, Ranunculus hybridus, Ranunculus acetosellifolius, Ranunculus pedatus, Alchemilla compactilis, Alchemilla controversa, Alchemilla crinita, Antimima minima, Cercis occidentalis, Corrigiola litoralis, Festuca bosniaca, Festuca chalcophaea, Festuca juncifolia, Oreobliton thesioides, Alchemilla cadinensis, Atriplex chenopodioides, Atriplex stipitata, Psathyrotes ramosissima, Teucrium aureum, Teucrium cavernarum, Teucrium cyprium, Teucrium expassum, Teucrium leucophyllum, Teucrium thymifolium, Fuirena incrassata, Cyanella lutea, Knautia mauritanica, Ranunculus pseudargoviensis, Sanicula europaea, Ranunculus abbaianus, Atriplex paludosa, Atriplex parishii, Atriplex spongiosa, Barbarea balcana, Barbarea orthoceras, Cristaria andicola, Cristaria leucantha, Alchemilla vulgaris, Amphibolia obscura, Barbarea longirostris, Baccharis taltalensis, Xanthium spinosum, Ottosonderia monticola, Beta macrocarpa, Teucrium thieleanum, Festuca caprina, Festuca glauca, Jepsonia heterandra, Knautia alleizettei, Ranunculus binatus)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 279052 records from 1675 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018142-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqnjn8
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryctolagus cuniculus",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018878-250711103210423/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.28698128
title: Cycling intervention programme.pdf

description: Didactic proposal of eight sessions of 55 minutes, oriented to the practice of cycling, within the official PE timetable in Primary school.
DOI: 10.6084/m9.figshare.28698128.v2
title: Cycling intervention programme.pdf

description: Didactic proposal of eight sessions of 55 minutes, oriented to the practice of cycling, within the official PE timetable in Primary school.
DOI: 10.15468/dl.u5wsej
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba tucumanensis"
 ]
}

 The dataset includes 71 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018879-250711103210423/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.28698128.v1
title: Cycling intervention programme.pdf

description: Didactic proposal of eight sessions of 55 minutes, oriented to the practice of cycling, within the official PE timetable in Primary school.
DOI: 10.15468/dl.hkezts
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calamagrostis pseudophragmites minor, Calamagrostis pseudophragmites normalis, Calamagrostis pseudophragmites pallida, Calamagrostis pseudophragmites parviflora, Calamagrostis pseudophragmites pseudophragmites, Calamagrostis pseudophragmites rariflora, Calamagrostis pseudophragmites robusta, Calamagrostis pseudophragmites stepposa, Calamagrostis rariflora, Calamagrostis robusta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018880-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.