cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10800215
title: From Fleece to Thread: Interdisciplinary Evidence for the Origins of Sheep Wool

description: Supplementary data for the article "From Fleece to Thread: Interdisciplinary Evidence for the Origins of Sheep Wool" by Laura C. Viñas-Caron, Mikkel Nørtoft, Peder Flemestad, Jonas Holm Jæger, Christina Margariti

Wool confirmed finds file:

Coordinates in X and Y columns in all tables are in the CRS: EPSG 3857Some sites also have WGS 84 lat/long coordinatesThe majority of the wool finds are from the CINBA project:https://cinba.net/outputs/databases/textiles/with additional finds by Mikkel Nørtoft. 

 

Sheep mtDNA file:

Spatiotemporal mtDNA metadata on sheep were collected by Laura C. Viñas-Caron.All sites have WGS 84 lat/long coordinates
DOI: 10.5281/zenodo.13477128
title: Composite activity type and stride-specific energy expenditure estimation model for thigh-worn accelerometry

description: This repository contains code and data for the research project 'Estimation of activity induced energy expenditure using thigh-worn accelerometry and machine learning approaches'.



The code subfolder contains Jupyter Notebooks and a Python file with helper functions. Further, the models subfolder contains the trained models.

The data subfolder contains the raw accelerometer files (AX) as well as the raw data from the indirect calorimetry (CPET). Further, different processing files can be found here. The file log_master.csv contains the sociodemographic and timestamp data.

The figures subfolder contains all relevant figures, which are created as part of running the Jupyter Notebooks. These figures are also part of the research publication.
DOI: 10.17608/k6.auckland.21397377.v6
title: A Collection of Brain Network Datasets

description: This paper presents a comprehensive and quality collection of functional human brain network data for potential research in the intersection of neuroscience, machine learning, and graph analytics.<br>Anatomical and functional MRI images of the brain have been used to understand the functional connectivity of the human brain and are particularly important in identifying underlying neurodegenerative conditions such as Alzheimer's, Parkinson's, and Autism. Recently, the study of the brain in the form of brain networks using machine learning and graph analytics has become increasingly popular, especially to predict the early onset of these conditions. A brain network, represented as a graph, retains richer structural and positional information that traditional examination methods are unable to capture. However, the lack of brain network data transformed from functional MRI images prevents researchers from data-driven explorations. One of the main difficulties lies in the complicated domain-specific preprocessing steps and the exhaustive computation required to convert data from MRI images into brain networks. We bridge this gap by collecting a large amount of available MRI images from existing studies, working with domain experts to make sensible design choices, and preprocessing the MRI images to produce a collection of brain network datasets. The datasets originate from 6 different sources, cover 4 neurodegenerative conditions, and consist of a total of 2,702 subjects.Due to the data protocol, we are unable to release the ADNI dataset here. The data will be released via the ADNI external data submissions within their data system.We test our graph datasets on 5 machine learning models commonly used in neuroscience and on a recent graph-based analysis model to validate the data quality and to provide domain baselines. To lower the barrier to entry and promote the research in this interdisciplinary field, we release our complete preprocessing details, codes, and brain network data: https://github.com/brainnetuoa/data_driven_network_neuroscience.<br>To stay informed about the new updates of the datasets, kindly provide us with your email address:https://forms.gle/KGAajR6LEysXWKvKA
DOI: 10.6084/m9.figshare.27004879
title: <b>Enhancing Android Malware Detection: The Influence of ChatGPT on Decision-centric Task</b>

description: We explore the transformative impact of non-decision models, specifically ChatGPT, on the traditional decision-centric task of Android malware detection. Through a series of carefully designed experiments using publicly available datasets, this study reveals a paradigm shift. It reveals a serious lack of interpretability in decision-driven solutions, raising concerns about their reliability. In contrast, ChatGPT, as a non-decision-making model, is good at providing comprehensive analysis reports and significantly enhances interpretability. We give developers more insights through a non-decision-making perspective.<b>ChatGPT</b>You can find ChatGPT’s analysis report on [APK_Analysis].<b>Project Structure</b>APK List: It contains the SHA256 of malicious and benign samples.<b>Dataset</b>All samples we used in our experiments you can find at [kronodroid].<b>Survey Results</b>We collect responses from <b>101 participants</b> and process their data by removing <b>personal or sensitive information</b>.Data preparation includes:Converting speech to textTranslating Chinese responses to EnglishRemoving redundant modal particlesThese processes ensure that the data is <b>clean and structured</b>, allowing for <b>accurate and efficient analysis</b>.<br>
DOI: 10.15468/dl.jvea6d
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-10.73926 -4.15035,139.16738 -4.15035,139.16738 55.78663,-10.73926 55.78663,-10.73926 -4.15035))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mus pahari Thomas, 1916",
 "Year 1917-2022"
 ]
}

 The dataset includes 83 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014124-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tr82eh
title: Occurrence Download

description: A dataset listing the 2877409 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 2877409 records were derived from 64419 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014114-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtee68
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyphostemma keilii (Gilg & M.Brandt) Desc."
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015551-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmxn4x
title: Occurrence Download

description: A dataset containing 998 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia pennata (L.) Willd."
 ]
}

 The dataset includes 998 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0158602-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.voymap
title: Occurrence Download

description: A dataset containing 14045 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Anolis sagrei Duméril & Bibron, 1837",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14045 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017050-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3dt3m
title: Occurrence Download

description: A dataset containing 3611 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceutorhynchus obstrictus (T.Marsham, 1802)"
 ]
}

 The dataset includes 3611 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032113-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sr3grs
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta abyssinica A.Rich."
 ]
}

 The dataset includes 26 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015555-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lvgri4
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alicia mirabilis Johnson, 1861"
 ]
}

 The dataset includes 184 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017051-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wemgg
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tephronia lhommaria (Cleu, 1928)"
 ]
}

 The dataset includes 54 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204786-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n83h7q
title: Occurrence Download

description: A dataset containing 114 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 Gelanesaurus flavogularis (Altamirano-Benavides, Zaher, Lobo, Grazziotin, Sales-Nunes & Rodrigues, 2013)"
 ]
}

 The dataset includes 114 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089209-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.omxaqg
title: Occurrence Download

description: A dataset containing 436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1968-2018",
 "Geometry POLYGON((-5 50,10 50,10 60,-5 60,-5 50))",
 "HasCoordinate is true",
 "TaxonKey is Ectopleura larynx (Ellis & Solander, 1786)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 436 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017051-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkgwub
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Euphoria subtomentosa (Dejean, 1836)"
 ]
}

 The dataset includes 115 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136988-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/158740
title: Meteorological Station data collected during research cruise RC0094 using a RMYoung 26800 instrument system onboard the platform RV Rachel Carson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15468/dl.qftbp5
title: Occurrence Download

description: A dataset containing 54 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 Phyllodactylus partidus Dixon, 1966"
 ]
}

 The dataset includes 54 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089127-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjbgh9
title: Occurrence Download

description: A dataset containing 522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is NHMO Bird collection"
 ]
}

 The dataset includes 522 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017052-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmrpk4
title: Occurrence Download

description: A dataset containing 56247 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puffinus puffinus (Brunnich, 1764)"
 ]
}

 The dataset includes 56247 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156775-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.es8b7k
title: Occurrence Download

description: A dataset containing 109410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Otus scops (Linnaeus, 1758)"
 ]
}

 The dataset includes 109410 records from 707 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089214-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lcnkgu
title: Occurrence Download

description: A dataset containing 2673 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is PondNet data 2012-2014"
 ]
}

 The dataset includes 2673 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017052-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yv7pfb
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xylopia keniensis D.M.Johnson"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139034-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.483rfe
title: Occurrence Download

description: A dataset listing the 751 species recorded in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((57.51064 -20.09201,57.71481 -20.09201,57.71481 -19.96902,57.51064 -19.96902,57.51064 -20.09201))"
 ]
}

 The dataset's 751 records were derived from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172341-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dempbu
title: Occurrence Download

description: A dataset containing 205 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 Atheris squamigera Hallowell, 1854"
 ]
}

 The dataset includes 205 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089220-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhkdht
title: Occurrence Download

description: A dataset containing 31229 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is DIPOL"
 ]
}

 The dataset includes 31229 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017051-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsy38p
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Agave americana L."
 ]
}

 The dataset includes 231 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193620-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dm2c2b
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiloschista taeniophyllum (J.J.Sm.) Schltr."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089218-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.leipnr
title: Occurrence Download

description: A dataset containing 1389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "Geometry POLYGON((31.40442 39.24316,36.86462 39.24316,36.86462 43.26416,31.40442 43.26416,31.40442 39.24316))",
 "TaxonKey is Ciconia ciconia (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1389 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017052-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s74mb
title: Occurrence Download

description: A dataset containing 10594101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "MediaType is Image",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 10594101 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172333-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.we9squ
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helixanthera tetrapartita (E.A.Bruce) Wiens & Polhill"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019978-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/158751
title: TSG (Thermosalinograph) data collected during research cruise RC0094 using a SeaBird SBE-45 instrument system onboard the platform RV Rachel Carson

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.15468/dl.7lgoez
title: Occurrence Download

description: A dataset containing 230337 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Estonian Nature Observations Database"
 ]
}

 The dataset includes 230337 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017053-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8cgemr
title: Occurrence Download

description: A dataset containing 716 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viola pilosa Blume"
 ]
}

 The dataset includes 716 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139035-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7skwn
title: Occurrence Download

description: A dataset containing 2796 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is VUT",
 "TaxonKey is Liliopsida"
 ]
}

 The dataset includes 2796 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148005-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fh55e7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Samolus valerandi L.",
 "HasCoordinate is true",
 "Country is Iceland",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139037-240321170329656/datasets/export for details.
DOI: 10.15468/dl.2w3949
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helichrysum decaryi Humbert"
 ]
}

 The dataset includes 59 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020041-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkcaat
title: Occurrence Download

description: A dataset containing 1171 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Prunus pensylvanica L.fil."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1171 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017053-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6m5gw2
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.22411 42.35367,13.75145 42.35367,13.75145 42.63382,13.22411 42.63382,13.22411 42.35367))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aquila chrysaetos (Linnaeus, 1758)"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0158597-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.