cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6086/d13w2q
title: #BringBackOurInternet

description: In response to a demonstrations related to a strike by teachers and
 lawyers in Cameroon, the government shut down internet connectivity in the
 English speaking regions of the country.
 http://www.voanews.com/a/cameroon-cuts-internet-in-englis... In response,
 concerned citizens and supporters protested on social media using the
 hashtag #BringBackOurInternet. The tweet ids in this dataset were
 collected on 5 separate occasions. There are 81,419 tweets in 5 separate
 datasets.BringBackOurInternet_tweet_ids1, 3,896 tweets, collected
 2017-01-23, 08:16:27BringBackOurInternet_tweet_ids2, 4,518 tweets,
 collected 2017-01-23 13:16:20BringBackOurInternet_tweet_ids3, 10, 410
 tweets, collected 2017-01-25 06:13:53BringBackOurInternet_tweet_ids4,
 30,000 tweets, collected 2017-01-29
 18:21:56BringBackOurInternet_tweet_ids5, 32,595 tweets, collected
 2017-01-29 18:51:47
description: These tweets were collected using the DocNow prototype twitter
 collection tool: http://app.docnow.io/
description: You can recreate the tweets from the ids in this dataset using
 the DocNow Hydrator application: https://github.com/DocNow/hydrator
DOI: 10.22002/w2kjv-j0223
title: Dataset: Activation of the Arabidopsis thaliana GCN2-eIF2α module by salicylic acid: Biochemical and phenotypic similarities between gcn2 mutant and wild type

description: P-eIF2α Immunoblot Signal Quantification
DOI: 10.6078/d1b885
title: A subset of Californian vascular plant species recognized by Baldwin et al. (2017), corresponding to to the “large and intermediate-sized genera” studied by Stebbins & Major (1965)

description: Column one includes 2356 Californian vascular plant species recognized by
 Baldwin et al. (2017 Amer. J. Bot.), and column 2 includes their
 correspondence to the “large and intermediate-sized genera” studied by
 Stebbins & Major (1965 Ecol. Monogr.). These 2356 species
 represent 44.8% of the 5257 species examined by Baldwin et al. (2017) and
 include only the species that conform to the generic concepts of Stebbins
 & Major, which sometimes differ from revised generic concepts in
 the Jepson eFlora (2015 http://ucjeps.berkeley.edu/eflora/).
  Species described or otherwise recognized as native to
 California since 1965 that conform to Stebbins & Major's
 generic concepts (e.g., segregates of once more widely circumscribed
 species recognized by Stebbins & Major as part of an included
 genus) but were unknown or unrecognized by them are included here.
  The unpublished lists of taxa in large and intermediate-sized
 genera studied by Stebbins & Major (1965) were obtained from the
 George Ledyard Stebbins Papers, made available by courtesy of Special
 Collections at the University of California, Davis Library.
description: From: Baldwin, B.G., A.H. Thornhill, W.A. Freyman, D.D. Ackerly,
 M.M. Kling, N. Morueta-Holme, and B.D. Mishler. 2017. Species richness and
 endemism in the native flora of California. American Journal of Botany.
 104: 487–501. http://www.amjbot.org/content/104/3/487.fullUse with the other Baldwin (2017) data sets linked below.
DOI: 10.15468/dl.u8p4j7
title: Occurrence Download

description: A dataset containing 18733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1060.0",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Paladilhia conica, Pseudunio auricularius, Euglesa pseudosphaerium, Sphaerium rivicola, Sphaerium solidum, Margaritifera margaritifera, Potomida littoralis, Pseudanodonta complanata, Odhneripisidium conventus, Anodonta anatina, Anodonta cygnea, Bythinella eutrepha, Mercuria corsensis, Myxas glutinosa, Gyraulus rossmaessleri, Marstoniopsis armoricana, Marstoniopsis insubrica, Alzoniella elliptica, Alzoniella perrisii, Graziana trinitatis, Mercuria meridionalis, Mercuria similis, Plagigeyeria deformata, Bythiospeum klemmi, Henrigirardia wienini, Bythinella cebennensis, Bythinella eurystoma, Bythinella navacellensis, Bythinella padiraci, Bythinella rubiginosa, Avenionia berenguieri, Belgrandia gfrast, Belgrandia gibba, Belgrandia marginata, Heraultiella exilis, Islamia bomangiana, Islamia spirata, Palacanthilhiopsis margritae, Palacanthilhiopsis vervierii, Moitessieria juvenisanguis, Moitessieria massoti, Moitessieria nezi, Paladilhia jamblussensis, Paladilhia pleurotoma, Paladilhia roselloi, Paladilhia umbilicata, Palaospeum bessoni)"
 ]
}

 The dataset includes 18733 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001877-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.nn703qp
title: Data from: Pollination efficiency and effectiveness of a male mining bee (Andrena)

description: Bees are often considered to be effective pollinators in both agricultural
 and natural ecosystems, but could be ‘ugly’ pollinators in that they
 collect large quantities of pollen for food provision but deliver little
 to stigmas. Male bees do not collect pollen to feed larvae, and their
 pollination role has been underappreciated. Here we compare pollination
 transfer efficiency and effectiveness between female and male individuals
 of a mining bee, Andrena emeishanica, visiting a nectariferous spring
 flower (Epimedium pubescens). Female bees were observed to forage for both
 pollen and nectar, but male bees foraged only for nectar. Female bees had
 large hairy hind tibiae with conspicuous scopae, and nearly 90% of the
 pollen grains they collected went onto the hind legs. Male bees removed
 less pollen from anthers than female bees but deposited more pollen on
 stigmas per visit. The higher pollen transfer efficiency of male bees was
 due to 48.4% of pollen grains remaining ungroomed on the thorax and
 abdomen, available for stigma contact, but their visitation rate to
 flowers was much lower. Our results indicate that male solitary bees could
 be more efficient than females (more pollen transfer per visit), but less
 effective (less pollen transfer in total, because fewer visits per unit
 time).
description: Raw data-Male bee
 pollination in EpimediumOriginal dataset for a
 manuscript entitled “Pollination efficiency and effectiveness of a male
 mining bee (Andrena)”, coauthored by Ju Tang, Qiu-Mei Quan, Jing-Zhu Chen,
 Ting Wu and Shuang-Quan Huang.
DOI: 10.6078/d16k5w
title: Master spatial file for native California vascular plants used by Baldwin et al. (2017 Amer. J. Bot.)

description: Georeferenced locality information of all Californian native vascular
 plant species from herbarium specimens obtained from five different online
 sources in August 2015: (1) the Consortium of California Herbaria (CCH,
 http://ucjeps.berkeley.edu/consortium/), (2) the Consortium of Pacific
 Northwest Herbaria (http://www.pnwherbaria.org), (3) Australia’s Virtual
 Herbarium (avh.chah.org.au), (4) Canadensys (http://www.canadensys.net),
 and (5) the Global Biodiversity Information Facility
 (http://www.gbif.org). Data were carefully cleaned as described in Baldwin
 et al. 2017, and this final data set contains 1,383,762 occurrences.
description: The full spatial data set from: Baldwin, B.G., A.H. Thornhill,
 W.A. Freyman, D.D. Ackerly, M.M. Kling, N. Morueta-Holme, and B.D.
 Mishler. 2017. Species richness and endemism in the native flora of
 California. American Journal of Botany. 104: 487–501. http://www.amjbot.org/content/104/3/487.fullUse with the other Baldwin (2017) data sets linked below.
DOI: 10.6078/d12s3z
title: Statistics for each 15 km X 15 km grid cell, for all California native vascular plants, as studied by Baldwin et al. (2017 Amer. J. Bot.), including randomization results.

description: Shown in columns in this Excel spreadsheet are (1) Cell identifier; (2
 & 3) X and Y coordinates for the centroid of each grid cell, using
 the California Albers (EPSG:3310) coordinate system; see
 http://spatialreference.org/ref/epsg/3310/ ; (4) Observed species
 richness; (5) Observed redundancy (1 - [richness / number of specimens]);
 (6) Observed weighted endemism (1/number of cells occupied by a species,
 summed across all species in a cell); (7) Observed corrected weighted
 endemism (WE/cell richness); and (8) Number of randomizations with a CWE
 score lower than observed; 950 and above is considered significant. All
 calculations and indices are from the Biodiverse software package (Laffan,
 S.W., Lubarsky, E. & Rosauer, D.F. (2010) Biodiverse, a tool for
 the spatial analysis of biological and related diversity. Ecography. Vol
 33, 643-647) — http://shawnlaffan.github.io/biodiverse/
description: Based on the full spatial data set from: Baldwin, B.G., A.H.
 Thornhill, W.A. Freyman, D.D. Ackerly, M.M. Kling, N. Morueta-Holme, and
 B.D. Mishler. 2017. Species richness and endemism in the native flora of
 California. American Journal of Botany. 104: 487–501. http://www.amjbot.org/content/104/3/487.full
DOI: 10.6078/d15k5k
title: Experimental and Supplementary Data for The Roles of Impact and Inertia in the Failure of a Shoelace Knot

description: Raw experimental data gathered during impulsive forcing of a shoelace knot
 on a pendulum apparatus, in various orientations, with corresponding data
 summary sheets. Also included are two supplementary video files of
 treadmill and pendulum tests.
DOI: 10.15146/r39p4r
title: Dataset for "Soil fluxes of carbonyl sulfide (COS), carbon monoxide, and carbon dioxide in a boreal forest in southern Finland"

description: This is the dataset (ver. 2017.02.13) for the manuscript "Soil fluxes
 of carbonyl sulfide (COS), carbon monoxide, and carbon dioxide in a boreal
 forest in southern Finland" submitted to the journal Atmospheric
 Chemistry and Physics.
DOI: 10.6086/d10596
title: Riverside Plane Crash

description: On Monday, February 27th, 2017, a small plane crashed into several
 residential homes in Riverside, CA killing three people and injuring
 several others. This is a set of tweets collected on Wednesday, March 1st,
 2017 using the keywords "Riverside Plane Crash".
description: The dataset was collected using the DocNow prototype social media
 collection tool. http://app.docnow.io/
description: This is a set of tweet ids only. In order to re-create the
 original tweets please download the DocNow Hydrator application and run
 the tweet ids through it. https://github.com/DocNow/hydrator
DOI: 10.6071/m3rp49
title: European high-skilled mobility data and Scientific publication & collaboration data

description: Raw data files corresponding to longitudinal country-level observations
 for two types of variable: (i) publication, citation, and international
 collaboration data from SCImago Journal & Country Rank
 (www.scimagojr.com/) and (ii) high-skilled mobility data, corresponding to
 headcounts by source and destination country, from the “Professionals
 moving abroad (Establishment)” data hosted by the European Union's
 "The EU Single Market Regulated professionals database".
description: Dataset (i) was scraped from the SCImago website; Dataset (ii)
 was obtained through personal correspondence following a help-desk inquiry
 at the European Union Open Data Portal.
description: See the enclosed UCDASH_DataDescription_Petersen.pdf for the
 specific details of the data sources and links to the corresponding
 publications.
DOI: 10.5061/dryad.2gv6s62
title: Strategies in herbivory by mammals revisited: The role of liver metabolism in a juniper specialist ( Neotoma stephensi ) and a generalist ( Neotoma albigula )

description: Although herbivory is widespread among mammals, few species have adopted a
 strategy of dietary specialization. Feeding on a single plant species
 often exposes herbivores to high doses of similar plant secondary
 metabolites (PSMs), which may exceed the animal’s detoxification
 capacities. Therefore, theory predicts that specialists will have unique
 detoxification mechanisms to process high levels of dietary toxins. To
 evaluate this hypothesis, we compared liver metabolism of a juniper
 specialist, Neotoma stephensi (diet &gt;85% juniper), to that of a
 sympatric generalist, N. albigula (diet ≤30% juniper). Specifically, we
 quantified the content of a key detoxification enzyme, cytochrome P450 2B
 (CYP2B) in liver microsomes, as well as the microsomal turnover of
 α-pinene, the most abundant terpene in the juniper species consumed by the
 specialist woodrat. In both Neotoma species, a 30% juniper diet increased
 CYP2B content (2-3x) and α-pinene turnover rates (4-fold). In N.
 stephensi, higher levels of dietary juniper (60% and 100%) further induced
 CYP2B content and increased turnover rates of α-pinene. Although no
 species-specific differences in α-pinene turnover rates were observed at
 30% dietary juniper, CYP2B content was 1.7x higher in N. stephensi than in
 N. albigula (p&lt;0.01). In N. stephensi, the rates of α-pinene
 turnover increased with dietary juniper and were positively correlated
 with CYP2B content. The ability of N. stephensi to elevate CYP2B content
 and rate of α-pinene turnover with increasing levels of juniper in the
 diet (from 30-100%) may facilitate juniper specialization in this species.
description: Orr_et_al_Data_Dryad_v1Turnover of terpene (a-pinene) by two species of woodrats and associated CYP2B contents.
DOI: 10.15146/r3qs34
title: Distance decay relationships in foliar fungal endophytes are driven by rare taxa

description: Foliar fungal endophytes represent a diverse and species-rich plant
 microbiome. Their biogeography provides essential clues to their cryptic
 relationship with hosts and the environment in which they disperse. We
 present species composition, diversity, and dispersal patterns of
 endophytic fungi associated with needles of Pinus taeda trees across
 regional scales in the absence of strong environmental gradients as well
 as within individual trees. An empirical designation of rare and abundant
 taxa enlightens us on the structure of endophyte communities. We report
 multiple distance-decay patterns consistent with effects of dispersal
 limitation, largely driven by community changes in rare taxa, those
 taxonomic units that made up less than 0.31% of reads per sample on
 average. Distance-decay rates and community structure also depended on
 specific classes of fungi and were predominantly influenced by rare
 members of Dothideomycetes. Communities separated by urban areas also
 revealed stronger effects of distance on community similarity, suggesting
 that host density and diversity plays an important role in symbiont
 biogeography, which may ultimately lead to a mosaic of functional
 diversity as well as rare species diversity across landscapes.
description: The dataset represents operational taxonomic unit tables for
 foliar fungal endophytes collected from Pinus taeda needles in North
 Carolina. Data was collected with Illumina MiSeq and analyzed with various
 codes from R, Qiime, Usearch, MEGAN, and BLAST.
DOI: 10.6086/d1pp4p
title: #BlackWomenAtWork

description: The hashtag #BlackWomenAtWork began trending following Fox News host Bill
 O'Reilly's sexist and racist comment about California
 Congresswoman's Maxine Water's hair on March 28th, 2017and White
 House Press Secretary Sean Spicer's remarks to journalist April Ryan
 during press briefing on the same day. The hashtag began trending after
 Brittany Packnett used it in this set of tweets where she asked black
 women to tweet about their experiences:
 https://twitter.com/mspackyetti/status/846811002670854145
description: These tweet ids were collected on four separate occasions using
 the DocNow prototype twitter collection tool. You can find it here at
 http://app.docnow.io/bwaw1 (10,000 tweets), bwaw2 (41,256 tweets), bwaw3 (92,756 tweets) were collected on March 28th, the day the hashtag began trending. bwaw4 (140,000 tweets) was collected on March 29th.
description: To recreate the original tweets from these tweet ids, download
 the DocNow Hydrator application found here https://github.com/DocNow/hydrator and run the ids through it.
DOI: 10.7280/d1hs31
title: Speech Intelligibility for Spectrally Degraded Sentences

description: This data was collected to determine how amplitude and phase information
 differentially contribute to speech intelligibility. Listeners performed a
 word-identification task after hearing spectrally degraded sentences. Each
 stimulus was degraded by first dividing it into segments, then the
 amplitude and phase components of each segment were decorrelated
 independently to various degrees relative to those of the original
 segment. Segments were then concatenated into their original sequence to
 present to the listener. We used three segment lengths: 30 ms (phoneme
 length), 250 ms (syllable length), and full sentence (non-segmented).
DOI: 10.7272/q6g15xs4
title: NEXUS Head CT

description: BackgroundClinicians, afraid of missing intracranial injuries, liberally
 obtain computed tomographic (CT) head imaging in blunt trauma patients.
 Prior work suggests that clinical criteria (NEXUS Head CT decision
 instrument) can reliably identify patients with important injuries, while
 excluding injury, and the need for imaging in many patients.MethodsWe
 conducted a prospective observational study of the NEXUS Head CT decision
 instrument (DI) that requires patients to meet eight criteria to achieve
 “low-risk” classification. We examined the instrument’s performance in
 identifying patients requiring neurological intervention from among a
 cohort of 11,770 blunt head injury patients.ResultsThe NEXUS Head CT DI
 assigned high-risk status to 420 of 420 patients requiring neurological
 intervention (sensitivity, 100.0% [95% confidence interval [CI]: 99.1% –
 100.0%]). The instrument assigned low-risk status to 2,823 of 11,350
 patients who did not require neurological intervention (specificity, 24.9%
 [95% CI: 24.1% - 25.7%]). None of the 2,823 low-risk patients required
 neurological intervention (NPV, 100.0% [95% CI: 99.9% - 100.0%]).The DI
 assigned high-risk status to 759 of 767 patients with significant
 intracranial injuries (sensitivity, 99.0% [95% CI: 98.0% - 99.6%]). The
 instrument assigned low-risk status to 2,815 of 11,003 patients who did
 not have significant injuries (specificity, 25.6% [95% CI: 24.8% -
 26.4%]). Significant injuries were absent in 2,815 of the 2,823 patients
 assigned low-risk status (NPV, 99.7% [95% CI: 99.4% -
 99.9%]).ConclusionsThe NEXUS Head CT DI reliably identifies blunt trauma
 patients who require head CT imaging, and could significantly reducing the
 use of CT imaging.
description: Prospectivemulticenter
DOI: 10.7291/d1059r
title: Fumigant use on California strawberry fields, 2004-2013

description: This dataset contains an analysis of chemical fumigant usage for nine
 major strawberry producing counties in California from 2004 to 2013. Five
 counties are production counties; four are nursery counties. Raw data on
 all pesticide applications on a county basis was collected from
 California's Pesticide Use Reporting System and filtered by pesticide
 category (fumigant) and commodity (strawberry). These data are geo-coded
 by Township-Range-Section. The data set also contains pivot tables and
 charts that show trend data for pounds applied and acres treated over
 time.
DOI: 10.15146/r3f88c
title: Análise Comparativa entre Algoritmos de Classificação

description: Este trabalho tem por finalidade de fazer um comparativo de resultados
 entre algoritmos de classificação supervisionados e mostrar qual o
 algoritmo que melhor trabalha a veracidade dos dados, utilizando um
 dataset do repositório WEKA.
DOI: 10.15146/r39k53
title: Analise de Dados para Predição de Diabetes

description: Analise de Dados para Predição de Diabetes.
DOI: 10.15146/r34s47
title: Utilização do classificador Perceptron multicamadas em um dataset para classificação de veiculos

description: O presente trabalho teve por finalidade mostrar a analise comparativa do
 classificador multilayerPerceptron no dataset com os dados para a
 classificação dos veiculos.
description: O Dataset foi coletado no seguinte endereço: http://repository.seasr.org/Datasets/UCI/arff/O processamento foi feito com o uso do programa weka usando o algoritmo de classificação MultilayerPerceptron - L 0.3-M 0.2 - N500 - V 0 -S 0-E 20 -Ha
DOI: 10.13144/lil-0097
title: Enquête permanente sur les conditions de vie des ménages, partie variable : vacances à domicile - mai 1995

description: L'enquête "vacances à domicile" a été réalisée en mai 1995 dans le cadre de l'Enquête Permanente sur les Conditions de Vie des ménages (EPCV). Les personnes interrogées ont été réparties en 2 groupes :A - le groupe des personnes qui ont droit à des congés (salariés et indépendants occupés, étudiants de plus de 15 ans) ;B - le reste de la population (retraités, chômeurs, femmes au foyer) pour qui le terme de congés n'a pas de sens.Dans le groupe A, le questionnaire s'intéresse aux contraintes pesant sur les congés, notamment pour les salariés (choix des dates, report sur une autre année, jours supplémentaires octroyés selon les périodes de départ). Sont évoqués ensuite : la répartition des congés entre les congés pris au domicile et hors domicile, les raisons avancées pour les vacances à domicile (raisons financières, de santé, familiales, liées au logement, jardin, animaux, liées au travail), les activités pratiquées et l'appréciation portée sur les congés à domicile.Le groupe B est interrogé sur le nombre de jours de vacances pris entre le 1er mai 1994 et le 30 avril 1995 hors du domicile et comme pour le groupe A, les raisons avancées pour les vacances à domicile et les activités pratiquées.
DOI: 10.15146/r3vc84
title: WDS2

description: Teste de publicação dos Dados do
 WDS2http://public.tableau.com/profile/andre6460#!/vizhome/Liv...
DOI: 10.15146/r3qk5t
title: Surface weather stations and lightning data

description: Surface weather stations and lightning data for diurnal and monthly
 composities. Objectives: Study the influence of river breezes in the
 development of deep convection using lightning strokes as a proxy for deep
 convection. Experimental Design: - Two surface weather stations: 1 (one)
 at Ponta Pelada airport (North of Negro, Solimões and Amazonas rivers
 conjunction) and 1 (one) at GoAmazon T2 Site (west of Solimões River) -
 Lightning strikes from Vaisala Inc. Global Lightning Detection network
 (GLD360) Methods: - Lightning strikes by hour of the day to show diurnal
 cycle - Use GoAmazon IOP1 (Feb-Mar 2014) and IOP2 (Sep-Oct 2014) as
 "monthly" variations (i.e., IOP1 == Wet season and IOP2 == Dry
 season). Link to Tableau Online:
 https://public.tableau.com/profile/publish/Vento/Painel1#!/publish-confirm
DOI: 10.5281/zenodo.18393058
title: 2024 and 2025 Canadian community-level point-in-time enumeration results

description: Contains summarized point-in-time (PiT) enumeration results for the 2024 and 2025 cycle from 112 publicly-reporting Canadian communities.
DOI: 10.5281/zenodo.18393059
title: 2024 and 2025 Canadian community-level point-in-time enumeration results

description: Contains summarized point-in-time (PiT) enumeration results for the 2024 and 2025 cycle from 112 publicly-reporting Canadian communities.
DOI: 10.15146/r3kw3x
title: Precipitation and Optical Properties of Aerosols for ATTO Tower

description: This data package consists of a time series of precipitation and some
 optical properties of aerosols collected in ATTO Tower (GoAmazon Project)
 in 2014.
DOI: 10.15146/r3g30x
title: Analise da eficiencia dos aerosois na criação de nuvem- projeto GO-Amazon

description: Os dados aqui apresentados tem os resultados das comparações de
 concentração de aerossóis em superfície ( ) vs concentração de núcleos de
 condensação de nuvem em superfície (ccn) e comparação de concentração de
 aerossóis em superfície vs concentração de aerossóis em altitude para
 avaliar a eficiência dos aerosóis na criação de CCN. Os dados são parte
 ddo T3 - projeto Go-Amazo e foram extraídos desde as bases de dados do ARM
 (http://www.archive.arm.gov)
description: projeto extraido do site http://www.archive.arm.gov que faz parte do projeto Go-amazon