cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31161250.v1
title: Neighbourhood models reveal Common cuckoo parasitism decisions depend on social information

description: 1. Individuals inadvertently provide a rich source of information about the local environment, influencing resource acquisition and breeding decisions, as well as how selection operates within and between species.2. In theory, the availability and utility of this social information should depend on proximity in time and space, as well as variation in traits between the information source and potential users. However, it remains challenging to combine these data and model how ‘neighbourhood information’ affects behavioural decisions.3. Here we adopt a common approach from plant ecology, neighbourhood models with maximum likelihood approach, to evaluate whether laying decisions of brood-parasitic Common cuckoos are influenced by variation in the availability and quality of the local host environment.4. We used a georeferenced 9-year dataset to model parasitism probability of redstart hosts depending on the characteristics of surrounding nests (neighbourhood density and variation in clutch size as a proxy for quality) and found that neighbourhoods were more informative of parasitism risk than attributes of the nest where the cuckoo deposited her egg. Although hosts of higher quality were slightly more likely to be parasitised, any given nest was less likely to be parasitised if neighbours were closer, and/or of higher quality.5. Our results therefore reveal that cuckoos gain information from patrolling host neighbourhoods beyond just monitoring for egg-laying opportunities and may make strategic decisions based on host quality. This highlights the potential for neighbourhood models to improve understanding more broadly of systems where risk or decision-making may be influenced by the social environment.
DOI: 10.7291/d17p46
title: The WeAllWalk Data Set

description: This data set contains time series from inertial sensors carried by blind
 subjects walking through pre-determined routes In two buildings in the
 UCSC campus. The sensors include two MetaWear CPRO (obtaining a tri-axial
 accelerometer and gyroscope) and two iPhone 6 containing try-axial
 accelerometer, gyroscopes, and magnetometers. This data set is described
 in the paper: Flores, German, and Roberto Manduchi. "WeAllWalk: An
 Annotated Data Set of Inertial Sensor Time Series from Blind
 Walkers", Proceedings of the 18th International ACM SIGACCESS
 Conference on Computers and Accessibility (ASSETS 2016). 2016.
description: The data is timestamped and annotated. In particular, the paths taken by
 the blind subjects are subdivided into continuous non-overlapping
 intervals corresponding, for example, to straight segments or left/right
 turns. In addition, our annotations contain specific "features",
 such as when a blind subject bumped onto an obstacles or stopped
 momentarily. Intervals and features are specified by their start and end
 time. An XML schema (WeAllWalk.xsd) has been defined to format these
 annotations, and is contained in the data set. Please see the README file
 for detailed explanation of the data set content
DOI: 10.7291/d1wc74
title: Ultrasound Investigation of Irish Palatalization (Phase 1, Connacht dialect)

description: This dataset documents the production of palatalized and velarized
 consonants in Connemara Irish gathered in 2010 using a portable ultrasound
 device. Ultrasound imaging provides direct information about tongue body
 shape and movement, crucial to an understanding of palatalization and
 velarization. We also recorded video of lip movement, and audio,
 simultaneously with the ultrasound video. The shape of the tongue body,
 and of the lips, were extracted from video and averaged by statistical
 means. This dataset is part of a larger project that documents the
 articulatory and acoustic properties of palatalization in the three major
 dialects of Irish (Connacht, Munster, and Ulster); material in this
 dataset comes from the Connacht dialect (Connemara Irish). This data is
 useful for researchers studying the effects on the palatalization contrast
 of consonant identity, vowel context, etc., as well as speaker strategies
 for maintaining contrast and coordinating gestures. In addition, learners
 and teachers of Irish can use this data for guidance on how to produce the
 Irish contrast between palatalized (slender) and velarized (broad)
 consonants.
description: Ultrasound data was collected using a Terason T3000 ultrasound system with
 a model 8MC3 probe. The ultrasound machine recorded video at a rate of 57
 frames per second, giving one new image roughly every 17.5ms. The probe
 was mounted in an Articulate Instruments Ultrasound Stabilization Headset,
 which was worn by the speakers throughout the experiment. (See Scobbie et
 al. 2008 for validation of this headset for probe stabilization.) Acoustic
 data was collected simultaneously using a Shure WH20 dynamic cardioid
 microphone attached to the headset, recording directly to the ultrasound
 system (which includes a laptop computer; 48,000 kHz sampling rate, 16 bit
 depth, mono, .WAV format). Each recording session lasted about one hour.
 Recordings were made in a quiet room in Sept. 2010. 
 
 For further details, see: Bennett, Ryan, Grant McGuire, Máire Ní Chiosáin
 & Jaye Padgett (2014). An ultrasound study of Connemara Irish
 palatalization and velarization. Ms., UC Santa Cruz, University College
 Dublin, and Yale University. Available at
 .
DOI: 10.5060/d8bc75
title: Pay It Forward: Partner Institution Research Expenditures

description: These datasets are subsets of tables from the NCSES's Higher
 Education Research and Development Survey. Tables are limited to include
 only U.S. Pay It Forward project partner institutions (Harvard, Ohio
 State, and the University of California system).
DOI: 10.5060/d8g593
title: Pay It Forward: Journal Cost Modeling Data

description: This dataset contains the raw data behind three strategies that the Pay It
 Forward project team considered for estimating the cost of publishing an
 article in a scholarly journal.
DOI: 10.5060/d8kw2m
title: Pay It Forward: APC - SNIP Regression Raw Data

description: These data connect Source Normalized Impact per Paper (SNIP) to list-price
 APC for a subset of full OA journals in which authors from partner
 institutions on the PIF project regularly publish. These data were used
 for a regression analysis quantifying the relationship between APC pricing
 and perceived quality of a journal.
DOI: 10.5060/d8z59f
title: Pay It Forward: Author Survey Results

description: These data files contain raw, anonymized response data, as well as a data
 codebook, from the author survey conducted in May and June 2015 as a part
 of the Pay It Forward project. The survey was distributed to approximately
 15,000 academics at the University of British Columbia, The Ohio State
 University, the University of California, Irvine, and the University of
 California, Davis, and received an overall response rate of 14.1%.
description: Survey conducted using Qualtrics software. Respondents included
 faculty, graduate students, and post-doctoral researchers from the
 University of British Columbia, The Ohio State University, the University
 of California, Irvine, and the University of California, Davis. The survey
 was open from May 20, 2015 to June 10, 2015. IRB approval for this study
 was obtained by the University of Tennessee, Knoxville, Office of Research
 Compliance.
DOI: 10.5060/d86p4w
title: Pay It Forward: Partner Institution Publication Volume

description: These datasets include aggregated and summarized data describing the
 publication output of Pay It Forward project partner institutions, as well
 as provide some data on the characteristics of journals and sources that
 project partner authors publish in. Data are aggregated and summarized
 from Web of Science and Scopus.
DOI: 10.5060/d8301x
title: Pay It Forward: APC Payment and Pricing Data

description: These datasets include information about APC prices or payments gathered
 from various sources and synthesized into two data sets. One dataset maps
 APC prices to publications by partner institution authors in gold OA
 journals; the other dataset combines tracked APC payment databases from
 European countries implementing widespread support for the gold OA model.
DOI: 10.5061/dryad.25nd083
title: Data from: The SCOC database – a large, open and global database with sediment community oxygen consumption rates

description: Sediment community oxygen consumption (SCOC) rates provide important
 information about biogeochemical processes in marine sediments and the
 activity of benthic microorganisms and fauna. Therefore, several databases
 of sediment community oxygen consumption data have been compiled since the
 mid-1990s. However, these earlier databases contained much less data
 records and were not freely available. Additionally, the databases were
 not transparent in their selection procedure, so that other researchers
 could not assess the quality of the data. Here, we present the largest,
 best documented, and freely available database of SCOC data compiled to
 date. The database is comprised of 2,936 georeferenced SCOC records from
 208 studies that were selected following the procedure for systematic
 reviews and meta-analyses. Each data record states whether the oxygen
 consumption was measured ex situ or in situ, as total oxygen uptake or
 diffusive oxygen uptake, and which measurement device was used. The
 database will be curated and updated annually to secure and maintain an
 up-to-date global database of SCOC data.
description: SCOC database (version
 1) All SCOC records
 included in the SCOC database. SCOC database_version
 1.csv List of studies (version
 1) Alphabetical reference
 list of studies about sediment community oxygen consumption (SCOC) that
 were identified following the PRISMA Statement. It is further specified
 which studies were excluded during the screening process and eligibility
 assessment. List of studies_version
 1.csv
DOI: 10.5060/d8h59d
title: Making Data Count survey responses

description: Data is an indispensable part of research, but it isn’t recognized as an
 important component of a researcher’s scholarly output. The Public Library
 of Science (PLOS), in partnership with the California Digital Library
 (CDL) and DataONE, has undertaken a project called Make Data Count
 (http://articlemetrics.github.io/MDC/) to develop data-level metrics
 (DLM). This 12-month NSF-funded project is aimed at piloting a suite of
 metrics that track and measure data use so that it can be shared to
 funders, tenure & promotion committees, and other stakeholders.
 The first phase of this project is to gather information about the needs
 of researchers– how do they want to get credit for the data they produce?
 What do they want to know about how their data is used? What do they want
 to know about others’ data to evaluate quality? We connected with the
 community to determine requirements and understand use cases.In November
 and December of 2014, we conducted a pair of online surveys of researchers
 and data managers (i.e., database or repository staff), asking questions
 about data sharing, discovery, and metrics. In recruiting survey
 respondents, we reached out to researchers from across subject areas,
 career levels, and affiliations. We used several tools including social
 media (Twitter feed, blogs), listservs, face-to-face interactions at
 conferences, meetings, and other venues.
description: The survey was administered online, via SurveyMonkey. Responses were
 collected in November and December of 2014.
 
 We solicited responses using social media (Twitter feed, blogs at the CDL
 and PLOS), listservs, and face-to-face interactions at conferences,
 meetings, and other venues.
DOI: 10.6078/d1v88t
title: Educational Resources from UC Berkeley RDM Librarian Training Program
DOI: 10.15468/fvxm2u
title: Eleusis huanglongensis, a new subcortical species of unmargined rove beetles (Coleoptera: Staphylinidae: Osoriinae) from Sichuan, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ma, Hong-Ye, Li, Yang, Yang, Baolin, Lü, Liang (2025): Eleusis huanglongensis, a new subcortical species of unmargined rove beetles (Coleoptera: Staphylinidae: Osoriinae) from Sichuan, China. Zootaxa 5717 (3): 441-448, DOI: 10.11646/zootaxa.5717.3.9, URL: https://doi.org/10.11646/zootaxa.5717.3.9AbstractA new species, Eleusis huanglongensis Lü, is described from Songpan County, Sichuan, China. The new species is readily distinguished from E. humilis Erichson, 1840 by distinct morphological characters of the head and temples, as well as the presence of a bi-lamellar internal prominence within the aedeagus. It differs from E. terminata in overall coloration, the degree of ocular prominence in males, and the eye-to-temple ratio in females. In comparison to E. pusilla, E. persimilis, and E. xizangensis, our new species is obviously different in body size and exhibits diagnostic differences in mandibular structure and eye-to-temple ratio. Notably, this represents the first documented occurrence of Eleusis species within the inland provinces of China. A detailed morphological description and diagnostic illustrations of the new species are provided to facilitate identification and comparative assessment.
DOI: 10.15468/jauqdd
title: New species in the Elachista praelineata species group (Lepidoptera, Elachistidae, Elachistinae) from East Africa, with identification keys to the Afrotropical species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Sruoga, Virginijus, Kaila, Lauri (2026): New species in the Elachista praelineata species group (Lepidoptera, Elachistidae, Elachistinae) from East Africa, with identification keys to the Afrotropical species. ZooKeys 1267: 1-14, DOI: 10.3897/zookeys.1267.177018AbstractFour new species, Elachista silfverbergi sp. nov. from Ethiopia and Kenya, E. griseifrons sp. nov. from Ethiopia, E. levis sp. nov. from Tanzania, and E. conica sp. nov. from Ethiopia are described. The habitus and genitalia are diagnosed and illustrated in detail. Identification keys to the Afrotropical species of the E. praelineata species group, based on male and female genitalia, are provided.
DOI: 10.15468/54zzmf
title: Ecuador, the Realm of Cerambycidae and Disteniidae (Coleoptera): description of new species and new records

description: This dataset contains the digitized treatments in Plazi based on the original journal article Vlasak, Josef, Santos-Silva, Antonio (2025): Ecuador, the Realm of Cerambycidae and Disteniidae (Coleoptera): description of new species and new records. Zootaxa 5733 (1): 1-63, DOI: 10.11646/zootaxa.5733.1.1, URL: https://doi.org/10.11646/zootaxa.5733.1.1AbstractTwo new species of Disteniidae are described from Ecuador: Cupecuara suturalis sp. nov.; and Novantinoe pallida sp. nov., the latter is included in a previous key. An updated key to species of Cupecuara Santos-Silva & Tavakilian, 2009 is provided. Three new species are described from Ecuador in Cerambycidae (Cerambycinae): Gnomidolon ecuadorense sp. nov. (Hexoplonini); Cycnoderus (Cycnoderus) viridescens sp. nov. (Rhopalophorini); and Pygmodeon incertum sp. nov. (Tropidini, Compsina). A new province record for Rhopalophora casignata Martins & Napp, 1989 (Rhopalophorini) is provided. Nine new species and two new genera are described from Ecuador in Cerambycidae (Lamiinae): Nealcidion albosetosum sp. nov. (Acanthocinini); Sympagus griseus sp. nov. (Acanthocinini); Tampulcher chartreusosus, gen. nov., sp. nov. (Acanthocinini), the genus is included in a previous key; Psapharoctes svachai sp. nov. (Acanthoderini); Macarulus granitus, gen. nov., sp. nov. (Apomecynini); Colobothea brevicornis sp. nov. (Colobotheini); Desmiphora (Desmiphora) lobata sp. nov. (Desmiphorini); Panegyrtes macareno sp. nov. (Desmiphorini); and Falsamblesthis rogueti sp. nov. (Forsteriini). A key to species of Psapharoctes Tavakilian & Néouze, 2007 is provided. A new province record and notes are provided for Anisopodus batesi Gilmour, 1965, and a new country record is provided for Leptostylus decipiens Bates, 1880 (Acanthocinini). Notes on Nyssodrysternum cotopaxi Monné & Tavakilian, 2011 (Acanthocinini) and Endybauna rapicara Martins & Galileo, 1991 (Hemilophini) are provided, the latter with a new province record. The probable synonymy between Desmiphora (Desmiphora) durantoni Tavakilian & Néouze, 2004 and D. (D.) mulsa Giesbert, 1998, as well as the possible transfer of these species, together with D. (D.) chemsaki Giesbert, 1998, to Obscenoides Nascimento & Santos-Silva, 2020, is commented in the remarks on the new species of Desmiphora (Desmiphora) Audinet-Serville, 1835. The species-group names of Panegyrtes basale Galileo & Martins, 1995 and P. apicale Martins & Galileo, 2005 are corrected.
DOI: 10.6078/d1mw2k
title: Student Ratings of Teaching by Instructor Gender and Perceived Gender

description: Student ratings of teaching play an important role in decisions about
 hiring, tenure, and compensation for instructors in higher education. In
 face-to-face classrooms, researchers are limited in their ability to test
 for the existence of bias in such ratings, as it is difficult to mask or
 misrepresent the gender of an instructor in the classroom. However, in the
 online environment is it possible to disguise an instructor’s gender
 identity, and therefore isolate the effects of gender bias independent of
 instructor performance. These data were collected during a controlled
 pseudo-experiment in which a male and female assistant instructor helped
 teach an online class, each under both male and female identities.
 Students were asked to rate their instructors on 12 measures, and overall.
 Data include the group to which students were assigned, their responses to
 the evaluation, and demographic information including their gender and
 birth year. The data also include course grades for each group.
description: Students in the class were randomly assigned to one of four work
 groups, which were divided between two instructors, one male and one
 female. Unbeknownst to the students, each instructor interacted with one
 group under their own identity and a second under their fellow
 instructor’s identity. We created a survey asking students to rate their
 instructors on 12 measures, and overall. Six questions asked about
 “effectiveness” traits, e.g. professionalism and promptness. Six questions
 asked about “interpersonal” traits, e.g. enthusiasm and giving
 praise.
DOI: 10.6078/d1wc7s
title: Full vector low-temperature magnetic measurements of geologic materials

description: The magnetic properties of geologic materials offer insights into an
 enormous range of important geophysical phenomena ranging from inner core
 dynamics to paleoclimate. Often it is the low-temperature behavior
 (&lt;300 K) of magnetic minerals that provides the most useful and
 highest sensitivity information for a given problem. Conventional
 measurements of low-temperature remanence are typically conducted on
 instruments that are limited to measuring one single-axis component of the
 magnetization vector and are optimized for measurements in strong fields.
 These instrumental limitations have prevented fully optimized applications
 and have motivated the development of a low-temperature probe that can be
 used for low-temperature remanence measurements between 17 and 300 K along
 three orthogonal axes using a standard 2G Enterprises SQuID rock
 magnetometer. In this contribution, we describe the design and
 implementation of this instrument and present data from five case studies
 that demonstrate the probe's considerable potential for future
 research: a polycrystalline hematite sample, a polycrystalline hematite
 and magnetite mixture, a single crystal of magnetite, a single crystal of
 pyrrhotite, and samples of Umkondo Large Igneous Province diabase sills.
description: The code folder contains an IPython/Jupyter notebook file that is
 the main supplemental materials associated with the paper as well as
 non-standard function libraries necessary to run the code within the
 notebook. To run the code in the notebook it is necessary to both download
 the code from the Github repository and have an installed Python
 distribution that includes IPython and the other standard scientific
 python libraries (http://www.scipy.org/). There are good instructions for installing IPython/jupyter here: http://ipython.org/install.html. Alternatively you can view the notebook online with the jupyter nbviewer at this link: https://nbviewer.jupyter.org/github/swanson-hysell/2015_F.... The data folder contains the data generated for the case studies presented in this work that are used in the data analysis and presented in the paper. The manuscript folder contains the paper text and figures.
DOI: 10.15468/dl.96rqqq
title: Occurrence Download

description: A dataset containing 3514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1060.0",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Platyla foliniana, Renea bourguignatiana, Renea elegantissima, Montserratina becasis, Fusulus interruptus, Leucostigma candidescens, Helicopsis striata, Tyrrhenaria ceratina, Leiostyla anglica, Urticicola isaricus ventouxianus, Renea gormonti, Cochlodina triloba, Retinella olivetorum, Cochlicella conoidea, Xerosecta explanata, Vitrea pseudotrolli, Vertigo genesii, Platyla callostoma, Renea paillona, Cochlostoma acutum, Abida gittenbergeri, Chondrina gerhardi, Solatopupa psarolena, Macrogastra badia, Ruthenica filograna, Arianta xatartii, Chilostoma frigidum, Corneola crombezi, Macularia saintivesi, Marmorana muralis, Hygromia tassyi, Urticicola suberinus, Mediterranea depressa, Granaria stabilei anceyi, Clausilia cruciata bonellii)"
 ]
}

 The dataset includes 3514 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001864-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.