cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mjdwqx
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Flagelloscypha kavinae (Pilát) W.B.Cooke)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 32 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240933-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bf395n
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum helveticum Soest"
 ]
}

 The dataset includes 87 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006741-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5sdsnk
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galanthus ikariae Baker",
 "HasCoordinate is true"
 ]
}

 The dataset includes 94 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061757-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9a2fy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum helmi-emiliae Rail."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006740-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8z977m
title: Occurrence Download

description: A dataset containing 2151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gemmatimonadetes",
 "HasCoordinate is true",
 "Country is one of (United Kingdom of Great Britain and Northern Ireland)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 2151 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240948-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9j4e3u
title: Occurrence Download

description: A dataset containing 10608 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Serrasalmus Lacepède, 1803)"
 ]
}

 The dataset includes 10608 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013552-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gqq84
title: Occurrence Download

description: A dataset containing 1207536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2015-2020"
 ]
}

 The dataset includes 1207536 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037408-240506114902167/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.25897729
title: Fig 2 + Fig 6 + Fig S4 - Conditioned Media EVs

description: PDF data summaries (generated using the NanoFCM NanoAnalyzer) supporting the manuscript "Shining a Light on Fluorescent EV Dyes: Evaluating Efficacy, Specificity, and Suitability by Nano-Flow Cytometry" by Brealey, et al.Raw data are available upon request.
DOI: 10.15468/dl.ysmnma
title: Occurrence Download

description: A dataset containing 630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Elodea callitrichoides (Rich.) Casp., Elodea densa (Planch.) Casp., Elodea granatensis Humb. & Bonpl., Elodea heterostemon (S.Koehler & C.P.Bove) Byng & Christenh., Elodea najas (Planch.) Casp., Elodea potamogeton (Bertero) Espinosa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Specimen",
 "Country is one of (Argentina, Brazil, Chile, Colombia, Ecuador, French Guiana, Guyana, Peru, Paraguay, Suriname, Uruguay, Venezuela (Bolivarian Republic of), Antigua and Barbuda, Aruba, Barbados, Bahamas, Costa Rica, Cuba, Curaçao, Guadeloupe, Guatemala, Honduras, Haiti, Jamaica, Mexico, Nicaragua, Panama, Puerto Rico, El Salvador, Trinidad and Tobago)"
 ]
}

 The dataset includes 630 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037439-240506114902167/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.25897735
title: Fig 3 - Dye Aggregation in PBS

description: PDF data summaries (generated using the NanoFCM NanoAnalyzer) supporting the manuscript "Shining a Light on Fluorescent EV Dyes: Evaluating Efficacy, Specificity, and Suitability by Nano-Flow Cytometry" by Brealey, et al.Raw data are available upon request.
DOI: 10.6084/m9.figshare.25897735.v1
title: Fig 3 - Dye Aggregation in PBS

description: PDF data summaries (generated using the NanoFCM NanoAnalyzer) supporting the manuscript "Shining a Light on Fluorescent EV Dyes: Evaluating Efficacy, Specificity, and Suitability by Nano-Flow Cytometry" by Brealey, et al.Raw data are available upon request.
DOI: 10.6084/m9.figshare.25897741
title: Fig 4 - Dye + Antibody Dual Stain

description: PDF data summaries (generated using the NanoFCM NanoAnalyzer) supporting the manuscript "Shining a Light on Fluorescent EV Dyes: Evaluating Efficacy, Specificity, and Suitability by Nano-Flow Cytometry" by Brealey, et al.Raw data are available upon request.
DOI: 10.6084/m9.figshare.25897747
title: Fig 5 - Off-Target Labelling

description: PDF data summaries (generated using the NanoFCM NanoAnalyzer) supporting the manuscript "Shining a Light on Fluorescent EV Dyes: Evaluating Efficacy, Specificity, and Suitability by Nano-Flow Cytometry" by Brealey, et al.Raw data are available upon request.
DOI: 10.6084/m9.figshare.25897747.v1
title: Fig 5 - Off-Target Labelling

description: PDF data summaries (generated using the NanoFCM NanoAnalyzer) supporting the manuscript "Shining a Light on Fluorescent EV Dyes: Evaluating Efficacy, Specificity, and Suitability by Nano-Flow Cytometry" by Brealey, et al.Raw data are available upon request.
DOI: 10.15468/dl.t569hn
title: Occurrence Download

description: A dataset containing 1202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Setaria macrostachya Kunth)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1202 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037440-240506114902167/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.25746867
title: Tests for Large-Dimensional Shape Matrices via Tyler’s M Estimators

description: Tyler’s M estimator, as a robust alternative to the sample covariance matrix, has been widely applied in robust statistics. However, classical theory on Tyler’s M estimator is mainly developed in the low-dimensional regime for elliptical populations. It remains largely unknown when the parameter of dimension <i>p</i> grows proportionally to the sample size <i>n</i> for general populations. By using the eigenvalues of Tyler’s M estimator, this article develops tests for the identity and equality of shape matrices in a large-dimensional framework where the dimension-to-sample size ratio <i>p</i>/<i>n</i> has a limit in (0, 1). The proposed tests can be applied to a broad class of multivariate distributions including the family of elliptical distributions (see model (2.1) for details). To analyze both the null and alternative distributions of the proposed tests, we provide a unified theory on the spectrum of a large-dimensional Tyler’s M estimator when the underlying population is general. Simulation results demonstrate good performance and robustness of our tests. An empirical analysis of the Fama-French 49 industrial portfolios is carried out to demonstrate the shape of the portfolios varying. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.5281/zenodo.11270232
title: Ice sheet surface elevation change from ablation stake measurements on bare ice in the western Greenland ablation zone during July 2016

description: Measurements of ice surface elevation change from a network of twelve bamboo ablation stakes installed in the western Greenland ice sheet ablation zone (67.0496o N, 49.0201o W, 1215 m a.s.l.). Stakes were installed by drilling 3 m deep holes into the ice, inserting the bamboo stakes, and allowing them to freeze into the ice for 24 hours. Following the 24 hour freeze-in period, measurements of the distance from the top of the stake to its base were recorded at nominal 3 hour intervals continuously from 12:00 local time (UTC-2) on 6 July 2016 to 23:00 local time on 12 July 2016. Prior to each measurement, a 24×24 cm square wooden ablation board was placed at the base of the stake and oriented to true north. This board operated as a datum from which the stake height above the ice surface was measured.
DOI: 10.5281/zenodo.11270233
title: Ice sheet surface elevation change from ablation stake measurements on bare ice in the western Greenland ablation zone during July 2016

description: Measurements of ice surface elevation change from a network of twelve bamboo ablation stakes installed in the western Greenland ice sheet ablation zone (67.0496o N, 49.0201o W, 1215 m a.s.l.). Stakes were installed by drilling 3 m deep holes into the ice, inserting the bamboo stakes, and allowing them to freeze into the ice for 24 hours. Following the 24 hour freeze-in period, measurements of the distance from the top of the stake to its base were recorded at nominal 3 hour intervals continuously from 12:00 local time (UTC-2) on 6 July 2016 to 23:00 local time on 12 July 2016. Prior to each measurement, a 24×24 cm square wooden ablation board was placed at the base of the stake and oriented to true north. This board operated as a datum from which the stake height above the ice surface was measured.
DOI: 10.6084/m9.figshare.25897699
title: All sample MAF file

description: All sample MAF file
DOI: 10.15468/dl.bayaw6
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Setaria corrugata (Elliott) Schult.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 143 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037441-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10931120
title: MRI dataset for susceptibility-based radiomic feature extraction in healthy controls and patients with multiple sclerosis

description: This dataset include multiparametric MRI brain images and susceptiblity-based radiomic features within a mixed sample of 100 patients with multiple sclerosis and 50 healthy controls. We focused on the normal appearing white matter and its tracts. Imaging and radiomic data are organized according to the Brain Imaging Directory Structure (BIDS) and for each subjects the following data are provided: anatomical T1w and T2w  images; DWI after the correction for EPI distortions and susceptibility effects, eddy currents, and signal dropout, b-values and b-vectors and registration matrix to T1w; QSM QSM reconstruction, already registered in T1w space, raw magnitude and phase maps for the 5 echo times and registration matrix to T1w; volumes of interest (normal appearing white matter and tracts, divided for the two hemispheres); 107 radiomic features for each volume of interest. All images were anonymized and de-identified.  Additionally, in the database there is the ‘code’ folder containing the available scripts used for the processing (image registration, radiomic feature extraction, and robustness evaluation) and the participants file (containing for each subject the ID number, age, sex, date of scan, clinical condition (‘HC’ and ‘MS’) and the of the DWI sequence used, i.e. single- or multi-shell) and the dataset description.

Data were provided by the Functional and Molecular Neuroimaging Unit at IRCCS Istituto delle Scienze Neurologiche di Bologna, Italy. Here you can find the Data Use Agreement (DUA) to sign before using the dataset, together with the instructions to have the access.

More details about image acquisition and processing may be found in Fiscone et al. (2024) Multiparametric MRI database for susceptibility-based radiomic feature extraction and analysis, Scientific Data. Please cite this paper if you use this dataset for publications or presentations. For any further information, please email cristiana.fiscone@gmail.com, davidneil.manners@unibo.it or giovanni.sighinolfi3@unibo.it.
DOI: 10.5281/zenodo.10931121
title: MRI dataset for susceptibility-based radiomic feature extraction in healthy controls and patients with multiple sclerosis

description: This dataset include multiparametric MRI brain images and susceptiblity-based radiomic features within a mixed sample of 100 patients with multiple sclerosis and 50 healthy controls. We focused on the normal appearing white matter and its tracts. Imaging and radiomic data are organized according to the Brain Imaging Directory Structure (BIDS) and for each subjects the following data are provided: anatomical T1w and T2w  images; DWI after the correction for EPI distortions and susceptibility effects, eddy currents, and signal dropout, b-values and b-vectors and registration matrix to T1w; QSM QSM reconstruction, already registered in T1w space, raw magnitude and phase maps for the 5 echo times and registration matrix to T1w; volumes of interest (normal appearing white matter and tracts, divided for the two hemispheres); 107 radiomic features for each volume of interest. All images were anonymized and de-identified.  Additionally, in the database there is the ‘code’ folder containing the available scripts used for the processing (image registration, radiomic feature extraction, and robustness evaluation) and the participants file (containing for each subject the ID number, age, sex, date of scan, clinical condition (‘HC’ and ‘MS’) and the of the DWI sequence used, i.e. single- or multi-shell) and the dataset description.

Data were provided by the Functional and Molecular Neuroimaging Unit at IRCCS Istituto delle Scienze Neurologiche di Bologna, Italy. Here you can find the Data Use Agreement (DUA) to sign before using the dataset, together with the instructions to have the access.

More details about image acquisition and processing may be found in Fiscone et al. (2024) Multiparametric MRI database for susceptibility-based radiomic feature extraction and analysis, Scientific Data. Please cite this paper if you use this dataset for publications or presentations. For any further information, please email cristiana.fiscone@gmail.com, davidneil.manners@unibo.it or giovanni.sighinolfi3@unibo.it.
DOI: 10.6084/m9.figshare.25897723
title: <b>Supporting Information for</b>Soil warming increases the active antibiotic resistome in the gut of invasive giant African snails.

description: Data for Soil warming increases the active antibiotic resistome in the gut of invasive giant African snails
DOI: 10.6084/m9.figshare.25897723.v1
title: <b>Supporting Information for</b>Soil warming increases the active antibiotic resistome in the gut of invasive giant African snails.

description: Data for Soil warming increases the active antibiotic resistome in the gut of invasive giant African snails
DOI: 10.6084/m9.figshare.25897732
title: <b>Monitoring De La Population De Cerf </b><b>‎</b><b>De Barbarie Dans </b><b>‎</b><b>La Foret </b><b>‎</b><b>De Beni </b><b>‎</b><b>Salah (Wilaya D’el Tarf-Nord-</b><b>‎</b><b>Est </b><b>‎</b><b>Algerien) </b><b>‎</b>

description: Le cerf de Barbarie (<i>Cervus Elaphus Barbarus</i>) est considéré comme l'un des animaux rares d'Afrique du Nord et est en voie d'extinction. L'Algérie est considérée comme son habita et certain nombre de lois et de mécanismes ont été adoptés pour le protéger il y a des décennies. Notre étude est venue contribuer à la présence de cet animal dans la forêt de Béni Salah dans la wilaya d'El Tarf, les résultats que nous avons obtenu confirment sa présence en dehors des zones protégées
DOI: 10.6084/m9.figshare.25897732.v1
title: <b>Monitoring De La Population De Cerf </b><b>‎</b><b>De Barbarie Dans </b><b>‎</b><b>La Foret </b><b>‎</b><b>De Beni </b><b>‎</b><b>Salah (Wilaya D’el Tarf-Nord-</b><b>‎</b><b>Est </b><b>‎</b><b>Algerien) </b><b>‎</b>

description: Le cerf de Barbarie (<i>Cervus Elaphus Barbarus</i>) est considéré comme l'un des animaux rares d'Afrique du Nord et est en voie d'extinction. L'Algérie est considérée comme son habita et certain nombre de lois et de mécanismes ont été adoptés pour le protéger il y a des décennies. Notre étude est venue contribuer à la présence de cet animal dans la forêt de Béni Salah dans la wilaya d'El Tarf, les résultats que nous avons obtenu confirment sa présence en dehors des zones protégées
DOI: 10.15468/dl.tks6b5
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Geometry POLYGON((-67.3652 44.42327,-66.30029 44.42327,-66.30029 45.27433,-67.3652 45.27433,-67.3652 44.42327))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gorgonocephalus arcticus Leach, 1819"
 ]
}

 The dataset includes 39 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037444-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mscgz7
title: Occurrence Download

description: A dataset containing 1344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((92 32,108 32,108 43,92 43,92 32))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 1990-2024"
 ]
}

 The dataset includes 1344 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037442-240506114902167/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.25895452.v2
title: ESTConvS2S_A_Spatio-temporal_Deep_Learning_Approach_for_Reconstructing_the_Data_Gap_between_GRACE_and_GRACE-FO_in_Southwest_China

description: Examples generate by the ESTConvS2S model.
DOI: 10.15468/dl.ydudnz
title: Occurrence Download

description: A dataset containing 3972 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dussia Krug & Urb. ex Taub."
 ]
}

 The dataset includes 3972 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037445-240506114902167/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.25897726
title: Platforms for Politics

description: These are replication files attached to a survey conducted in four countries in 2019 and 2021 (n=12,302). The sample is based on an online panel with quotas used to ensure representation of the population in each country (sex, age, education). Each year in each country, there were roughly 1,500 respondents; each year included a new set of respondents. The data include platform adoption, self-assessed exposure to political information, and posting political content to seven social media platforms: Facebook, Instagram, Twitter, YouTube, Reddit, Snapchat, and WhatsApp.
DOI: 10.15468/dl.yyecej
title: Occurrence Download

description: A dataset containing 3762 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.44081 35.41687,-88.68426 35.41687,-88.68426 41.42546,-96.44081 41.42546,-96.44081 35.41687))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ixobrychus exilis (Gmelin, 1789)"
 ]
}

 The dataset includes 3762 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037446-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.