cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/decac3509eb2e2935d44c7c3b589c654
title: Minneapolis-St. Paul (MSP) Metro Area bee lawn assessments and bumble bee survey, 2023

description: Eighty residential lawns were recruited across the seven-county Minneapolis-St. Paul Metropolitan Area to take part in a survey of bumble bee species, vegetation and soil characteristics across lawns with differing management regimes. Lawns were selected to capture a range across the urban to rural gradient (based on percent of impervious surface) and household incomes and ethnicity at the Census block group level. Approximately half the lawns were characterized as "traditional" lawns, while half were considered "bee lawns" based on initial plant and bee community data. Three non-residential sites were included in this study: Katharine Ordway Natural History Study Area, The Minnesota Bell Museum of Natural History, the University of St. Thomas Stewardship Garden. The Bombus spp. composition was surveyed NON-LETHALLY at each site twice in the summer, with six endangered rusty-patched bumble bees (Bombus affinis) observed in 2023. Each property was also surveyed for plant species composition and soil moisture. Additional soil and site characteristics will accompany this dataset at a later date. Locations of the lawns are jittered randomly to protect the privacy of participating residents in the study.
DOI: 10.15468/dl.kddx8j
title: Occurrence Download

description: A dataset containing 2496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Material sample, Material citation, Living Specimen, Occurrence evidence)",
 "Country is one of (Mexico, El Salvador, Guatemala, Honduras)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pinus pseudostrobus Lindl.",
 "Year 1970-2024"
 ]
}

 The dataset includes 2496 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012042-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajx6p3
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Micrathena plana (C.L.Koch, 1836)"
 ]
}

 The dataset includes 275 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012043-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsgqwg
title: Occurrence Download

description: A dataset containing 497 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apodemus gurkha Thomas, 1924"
 ]
}

 The dataset includes 497 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012044-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/9a3afg
title: Data on animal occurrences in the Prioksko-Terrasny Nature Biosphere Reserve (Russia)

description: This dataset provides species occurrence data collected during route survey in the Prioksko-Terrasny Nature Biosphere Reserve. Studies were carried out all year round. In the survey, both direct meetings of animals and traces of their activity were recorded. The dataset mainly presents occurrences on mammals.
DOI: 10.5281/zenodo.12658296
title: Molecular dynamics simulation of human ρ1 GABAA receptor with neurosteriod pregnanolone

description: Molecular dynamics simulation trajectory, parameter files for the systems of human ρ1 GABAA receptor with neurosteriod pregnanolone.
DOI: 10.5281/zenodo.12658297
title: Molecular dynamics simulation of human ρ1 GABAA receptor with neurosteriod pregnanolone

description: Molecular dynamics simulation trajectory, parameter files for the systems of human ρ1 GABAA receptor with neurosteriod pregnanolone.
DOI: 10.5281/zenodo.12636188
title: Supporting information for the paper "Evidence of a new population of weak Terrestrial Gamma-ray Flashes observed from aircraft altitude" by I. Bjørge-Engeland et al.

description: Supporting data for the paper "Evidence of a new population of weak Terrestrial Gamma-ray Flashes observed from aircraft altitude" by I. Bjørge-Engeland et al.
DOI: 10.21227/tavv-ax88
title: Reinforced BCI

description: This is a collection of scripts to perform essential preprocessing steps,doing denoise and feature extraction of EEG (ERP) data using MATLAB and the EEGLAB toolbox.The scripts are under current development with no guarantee of properfunctioning. The scripts are published in the hopes of helping people with interests in our experiment to reproduce the steps under their environment, and maybe extend to further improvement in the future. Currently, this project works with Muse S band (cortex TP9, TP10, AF7, AF8) device and is implemented with XDF raw Data.  EEG data is processed in two steps: First step is the ICA. Raw EEG data that is only preprocessed by ICA Filtering before hand. In our case, we manually do the labelling using the built-in ICA(Independent Component Analysis) tools with EEGLAB, to do the blind signal separation on different brain signal, and remove the component that is irrelevant to our objective. The second step is to do the feature extraction, in this step we would address all the subject data as a batch, and apply DWT with pwelch to all channels of EEG with a static window size, to form the input data. Users can try different window size/processing function/subject number for different configuration(so far modifications can be done by changing the variable value in preprocess_csv.m directly). As for the model training, in our experiment we use Classification Learner with utilizing minimum redundancy-maximum relevance (MRMR) algorithm in Matlab, which is an application bundled in "Statistics and Machine Learning Toolbox", a built-in toolbox for Matlab R2022a and later version. By taking advantage on this application, we can run training with many models in parallel mode, and make a quick comparison between them.
DOI: 10.15468/dl.pwmw22
title: Occurrence Download

description: A dataset containing 99920 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-120 -60,-25 -60,-25 30,-120 30,-120 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Saltator aurantiirostris Vieillot, 1817"
 ]
}

 The dataset includes 99920 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012045-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5u3542
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Caecilia thompsoni Boulenger, 1902"
 ]
}

 The dataset includes 78 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012046-240626123714530/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/8859678
title: Population 1950
DOI: 10.15468/dl.m7rda3
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Year 2014-2024",
 "Country is one of (Colombia)",
 "TaxonKey is one of (Caecilia thompsoni Boulenger, 1902)"
 ]
 }
 ]
}

 The dataset includes 31 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012047-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dd2mby
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Year 2000-2024",
 "Country is one of (Colombia)",
 "TaxonKey is one of (Oscaecilia polyzona (Fischer, 1880))"
 ]
 }
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012048-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mxq5y
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "TaxonKey is Verrucosa McCook, 1888"
 ]
}

 The dataset includes 347 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012049-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjh4ey
title: Occurrence Download

description: A dataset containing 4211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Corvus albus Statius Muller, 1776",
 "Year 2008-2008"
 ]
}

 The dataset includes 4211 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012050-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.378sss
title: Occurrence Download

description: A dataset containing 13437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Corvus albus Statius Muller, 1776",
 "Year 2023-2023"
 ]
}

 The dataset includes 13437 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012051-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/r815-eb02
title: Pakistan Popular YouTube Videos

description: The dataset includes Pakistan most popular YouTube videos for each category from year 2021- 2023. There are two kinds of data files, one includes video statistics and other one related to comments on those videos. They are linked by the unique video_id field. Both datasets are merged in final videos file which contains all videos statistics and sentiment extracted from comments. Here’s a breakdown of each column: video_id: Unique identifier for each video. title: Title of the video. description: Brief description of the video content. category: Category to which the video belongs (e.g., Education, Style, How To & Style). tags: Keywords or tags associated with the video. channel_title: Name of the channel that uploaded the video. duration: Length of the video in some time format. views: Number of times the video has been viewed. likes: Number of likes the video has received. comments_count: Total number of comments on the video. positive_comments: Percentange of positive comments. negative_comments: Percentange of negative comments. neutral_comments: Percentange of neutral comments. day: Day of the week when the video was uploaded. hour: Hour of the day when the video was uploaded. duration: Duration of video category_encoded: encoded category of video
DOI: 10.15468/dl.4qbght
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Oscaecilia polyzona (Fischer, 1880)"
 ]
}

 The dataset includes 27 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012052-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23687/660b7c6a-cdec-4c02-90c7-d63e91825c42
title: Canada-wide Landsat-based 30-m resolution product of disturbance detection prior to 1984
title: Produit de détection des perturbations à résolution de 30m basé sur Landsat pour l'ensemble du Canada avant 1984

description: This data product aimed to extend the existing pre-1985 disturbance history record by mapping wildfire, harvest, and insect outbreaks in Canadian forests between 1965 and 1984. Our geospatial data processing methodology relied on multi-layer perceptrons (MLP) trained on spectral recovery signatures to map and age these disturbances. Specific years were not assigned to insect outbreaks due to the lack of dependable training and validation data. In order to provide a more accurate data product that is compatible with existing datasets (e.g. provincial forest inventories), we used these reliable, but incomplete datasets to correct our predictions of disturbance type and year whenever they were available. Coupled with the updated Canada Landsat Disturbance (CanLaD) data product (Guindon et al. 2017), we are thus able to obtain a pan-Canadian 30m resolution disturbance history record from 1965 until 2023. The full description of the methodology and the exhaustive validation analyses are described in detail in Correia et al. (2024).
description: Ce produit de données vise à étendre l'historique des perturbations existant avant 1985 en cartographiant les feux de forêt, les coupes forestières et les dommages causés par les insectes dans les forêts canadiennes entre 1965 et 1984. La méthodologie de traitement des données géospatiales repose sur des perceptrons multicouches (MLP) entraînés sur des signatures de récupération spectrale afin de cartographier et dater ces perturbations. En raison du manque de données d'entraînement et de validation fiables, les années exactes des zones affectées par les insectes n'ont pas été identifiées. Afin de fournir un produit de données plus précis et compatible avec les ensembles de données existants, plus fiables mais incomplets (par exemple, les inventaires forestiers provinciaux), ceux-ci ont été utilisés, lorsque disponibles, afin de corriger les prédictions de type et d'année de perturbation. Lorsqu'utilisé conjointement au produit de données Canada Landsat Disturbance (CanLaD) mis à jour (Guindon et al. 2017), il est possible d'obtenir l'historique des perturbations à résolution de 30 m pour l'ensemble du Canada de 1965 à 2023. La description complète de la méthodologie et des analyses de validation est détaillée dans Correia et al. (2024).
DOI: 10.15468/dl.mcak6f
title: Occurrence Download

description: A dataset containing 226301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Portugal, Spain, Italy, Greece, Svalbard and Jan Mayen, Denmark, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Belgium, Netherlands, France, Germany, Switzerland, Austria, Türkiye, Russian Federation, Belarus, Ukraine, Romania, Bulgaria, North Macedonia, Albania, Montenegro, Serbia, Kosovo, Slovenia, Bosnia and Herzegovina, Poland, Czechia, Slovakia, Hungary)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vaccinium uliginosum L."
 ]
}

 The dataset includes 226301 records from 494 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012053-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfda27
title: Occurrence Download

description: A dataset containing 56641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "Country is one of (Argentina, Chile)",
 "Geometry POLYGON((-78 -90,-45 -90,-45 -25,-78 -25,-78 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Asteraceae"
 ]
}

 The dataset includes 56641 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012057-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nm7usd
title: Occurrence Download

description: A dataset containing 7000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Chocó, Choco, Choco Department, Choco Dept., Choco dept., Chocó Department, Chocó Dept.)",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 7000 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012058-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qway8m
title: Occurrence Download

description: A dataset containing 328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "TaxonKey is Nops MacLeay, 1839"
 ]
}

 The dataset includes 328 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012059-240626123714530/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.26180993
title: Economic, social and environmental data from the Brazilian agricultural sector

description: Dados para análise do setor agrícola brasileiro dados o último censo agropecuário de 2017.
DOI: 10.6084/m9.figshare.26181086
title: raw data CD81 manuscript

description: Role of CD81 in infection of epithelial cells with Salmonella serovars.
DOI: 10.60600/yu/acfncn/3yuh11
title: GlottologPoints.gpkg

description: :unav
DOI: 10.60600/yu/acfncn/cy20o1
title: expcoastline.gpkg

description: :unav
DOI: 10.60600/yu/acfncn/dmpuso
title: GlottologVoronoiPolygones.geojson

description: :unav
DOI: 10.60600/yu/acfncn
title: Glottolog 5.0 Voronoi polygons

description: Point data from Glottolog.org converted to voronoi polygons over land
DOI: 10.60600/yu/acfncn/4uppf7
title: exp_voronoi.gpkg

description: :unav
DOI: 10.60600/yu/acfncn/fqbui8
title: ExpVoronoi.geojson

description: :unav
DOI: 10.60600/yu/acfncn/gstav6
title: glottolog_data.gpkg

description: :unav
DOI: 10.60600/yu/acfncn/hcrfvi
title: expvoronoi.gpkg

description: :unav
DOI: 10.60600/yu/acfncn/zhwysj
title: reprojectedcoastline.gpkg

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

description: A dataset containing 38339954 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Geometry POLYGON((-124.46156 33.08192,-106.3479 31.57803,-97.54307 25.92348,-66.11385 25.77955,-66.11385 48.45143,-79.74101 43.28567,-83.8608 46.3951,-93.90874 48.84142,-124.60074 48.45143,-124.46156 33.08192))"
 ]
}

 The dataset includes 38339954 records from 490 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012054-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbur3z
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Country is Italy",
 "DatasetKey is Duke University Herbarium Fungal Collection",
 {
 "or" : [
 "TaxonKey is Tuber magnatum Picco",
 "TaxonKey is Tuber magnatum Lév.",
 "TaxonKey is Tuber magnatum var. vittadinii Daprati",
 "TaxonKey is Tuber magnatum Pico",
 "TaxonKey is Tuber magnatum var. magnatum"
 ]
 }
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055149-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ytsvu7
title: Occurrence Download

description: A dataset containing 2366 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhynchoedura ormsbyi Wells & Wellington, 1985"
 ]
}

 The dataset includes 2366 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285355-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfa4ub
title: Occurrence Download

description: A dataset containing 878 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ischnosiphon puberulus Loes."
 ]
}

 The dataset includes 878 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285320-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh7qxb
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Scarites subterraneus Fabricius, 1775"
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027010-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrss7p
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia dodonaeifolia (Pers.) Balb.",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 177 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040762-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9ny8s
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis poei Ayala-Varela, Troya-Rodriguez, Talero-Rodriguez & Torres-Carvajal, 2014"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285343-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.