cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24599616.v5
title: Using synchronized brain rhythms to bias memory guided-decisions - eLife

description: Hello! :)These are the source data, which includes LFPs and behavioral data, for the eLife paper titled "Using synchronized brain rhythms to bias memory-guided decisions".These data are accompanied by code to reproduce all figures and statistics in the paper (GriffinLabCode/Manuscript Code/Published/Stout et al 2023 - Using synchronized brain rhythms to bias memory guided decisions/SCRIPT_sourceFigs.m at main · JohnStout/GriffinLabCode · GitHub)Please note that you will likely need the Griffin Lab pipeline to make use of some helper functions (GitHub - JohnStout/GriffinLabCode: Code used for processing and analyzing data from Amy Griffins laboratory at the University of Delaware)The instructions for using this pipeline are in the "1) READ ME.txt" file.It is important to note that some of the data used for this paper are from Hallock et al., 2016 (Ventral Midline Thalamus Is Critical for Hippocampal–Prefrontal Synchrony and Spatial Working Memory | Journal of Neuroscience (jneurosci.org)) and Stout and Griffin 2020 (Frontiers | Representations of On-Going Behavior and Future Actions During a Spatial Working Memory Task by a High Firing-Rate Population of Medial Prefrontal Cortex Neurons (frontiersin.org)).Contact: John Stout, john.j.stout.jr@gmail.com
DOI: 10.5519/qd.z1xaflpz
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1125 records)
DOI: 10.15468/dl.mz9xqt
title: Occurrence Download

description: A dataset containing 447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Gabon, Liberia, Mozambique, South Africa, Eswatini, Zimbabwe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Afronycteris nanus (Peters, 1852)"
 ]
}

 The dataset includes 447 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035636-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wgj8a
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Laternula gracilis (Reeve, 1860))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 325 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035637-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cs7h8a
title: Occurrence Download

description: A dataset containing 6428 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kosteletzkya pentacarpos (L.) Ledeb."
 ]
}

 The dataset includes 6428 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035638-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12819160
title: ITS2 stigma metabarcoding sequence processing
DOI: 10.5281/zenodo.12819161
title: ITS2 stigma metabarcoding sequence processing
DOI: 10.15468/dl.7wzs48
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lathrobium bipartitum Fauvel, 1878)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035639-240626123714530/datasets/export for details.
DOI: 10.34622/datarepositorium/sd5d4d
title: Plano de Gestão de Dados do Projeto RARAA

description: O projeto RARAA visa estudar e documentar arte rupestre através de uma abordagem integrativa que inclui levantamentos com drone, fotogrametria para produção de modelos 3D de rochas, desenhos vetoriais de motivos de arte rupestre e dados de escavação arqueológica, como Unidades Estratigráficas e materiais. Este plano visa garantir a gestão eficaz dos dados gerados durante o projeto, promovendo a preservação, acessibilidade e utilização ética dos mesmos.
DOI: 10.5281/zenodo.12819223
title: Erasmus Students Research

description: Our research aims to analize the main factors that influence university students when choosing a destination for their international experience. To this end, an exploratory-descriptive and quantitative study is carried out on a sample of 1,036 incoming students in one of the leading universities in the reception of Erasmus students, also analysing the specific conditions for which this destination has been chosen.
DOI: 10.5281/zenodo.12819224
title: Erasmus Students Research

description: Our research aims to analize the main factors that influence university students when choosing a destination for their international experience. To this end, an exploratory-descriptive and quantitative study is carried out on a sample of 1,036 incoming students in one of the leading universities in the reception of Erasmus students, also analysing the specific conditions for which this destination has been chosen.
DOI: 10.15468/dl.2kuhhy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (BOLD:ACD5973)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035641-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fspbympxky.1
title: Farmer Input Support Programme - Southern Province Data

description: Dataset from Southern Province, Zambia
DOI: 10.15468/dl.ne5bru
title: Occurrence Download

description: A dataset containing 51386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "DatasetKey is Global soil organisms",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 51386 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035640-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fam9nx
title: Occurrence Download

description: A dataset containing 2204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Columba torringtoniae (Kelaart, 1853)"
 ]
}

 The dataset includes 2204 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035643-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hhaf4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lathrolestes thomsoni Reshchikov)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035644-240626123714530/datasets/export for details.
DOI: 10.15468/dl.pbmscq
title: Occurrence Download

description: A dataset containing 90231 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Melopsittacus undulatus (Shaw, 1805))"
 ]
}

 The dataset includes 90231 records from 276 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035642-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4dvxjxkr3t.1
title: Oil–Oil and Oil–Source Correlations in the Abadan Plain, SW Iran: Biomarker Analysis and Chemometrics

description: Organic characterization of three source rocks in the Abadan Plain (namely, Lower Cretaceous–Albian Kazhdumi, Lower Cretaceous–Neocomian Garau, and Middle Jurassic Sargelu formations), located in the western Zagros fold–and–thrust belt, southwest of Iran. A total of eighty–two source rock samples (thirty–three from the Kazhdumi, thirty–eight from the Garau, and eleven from the Sargelu) were analyzed using Rock–Eval pyrolysis and organic petrography to evaluate organic matter quantity, quality, and thermal maturity.
DOI: 10.4121/b63a08f4-a961-4708-85af-acb384c01095
title: Supplementary data for the paper: "Incorporating Multiple Users’ Perspectives in HMI Design for Automated Vehicles: Exploration of a Role-Switching Approach"

description: Supplementary data for the paper: Gao, R.*, Verstegen, R.*, Dong, H., Bazilinskyy, P., Martens, M.H. (2024). Incorporating Multiple Users’ Perspectives in HMI Design for Automated Vehicles: Exploration of a Role-Switching Approach. 16th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutoUI’ 24).<em>*Ruolin Gao and Rutger Verstegen share an equal contribution to this publication.</em><br>This study had the objective of exploring a role-switching approach for the design of human-machine interfaces for automated vehicles. This study involved a physical standstill traffic scenario where participants switched between the roles of pedestrian, cyclist, manual car driver and passenger of an automated vehicle. The data collection method was a questionnaire booklet, where participants answered questions with text input, multiple choice answers and sketches. Next to that, a focus group session was audio recorded and transcribed. The mentioned booklet and the researcher’s instructions can be found in these supplementary materials as PDFs. Next, we present an Excel file explaining the codes used for the analysis of the qualitative data.
DOI: 10.4121/b63a08f4-a961-4708-85af-acb384c01095.v1
title: Supplementary data for the paper: "Incorporating Multiple Users’ Perspectives in HMI Design for Automated Vehicles: Exploration of a Role-Switching Approach"

description: Supplementary data for the paper: Gao, R.*, Verstegen, R.*, Dong, H., Bazilinskyy, P., Martens, M.H. (2024). Incorporating Multiple Users’ Perspectives in HMI Design for Automated Vehicles: Exploration of a Role-Switching Approach. 16th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutoUI’ 24).<em>*Ruolin Gao and Rutger Verstegen share an equal contribution to this publication.</em><br>This study had the objective of exploring a role-switching approach for the design of human-machine interfaces for automated vehicles. This study involved a physical standstill traffic scenario where participants switched between the roles of pedestrian, cyclist, manual car driver and passenger of an automated vehicle. The data collection method was a questionnaire booklet, where participants answered questions with text input, multiple choice answers and sketches. Next to that, a focus group session was audio recorded and transcribed. The mentioned booklet and the researcher’s instructions can be found in these supplementary materials as PDFs. Next, we present an Excel file explaining the codes used for the analysis of the qualitative data.
DOI: 10.17632/nfwygs8436.1
title: Influencia del uso de la tomografía computarizada de haz cónico en endodoncia a través de los últimos años. Revisión literaria.

description: La endodoncia ha avanzado notablemente con la integración de la tomografía computarizada, especialmente la tomografía computarizada de haz cónico (CBCT), en la resolución de tratamientos complejos y en la simplificación del trabajo de los odontólogos. Esta tecnología proporciona imágenes tridimensionales detalladas, superando las limitaciones de las radiografías bidimensionales tradicionales. La CBCT permite detectar patologías ocultas, evaluar con precisión la anatomía dental y mejorar las decisiones terapéuticas. Ofrece imágenes de alta resolución, esenciales para identificar fracturas radiculares, reabsorciones, periodontitis apical y perforaciones, además de reducir el tiempo de exploración y la dosis de radiación en comparación con la TC tradicional. Este artículo científico, de carácter bibliográfico y descriptivo, tiene como objetivo evaluar el impacto de la CBCT en la endodoncia en los últimos años, destacando los avances tecnológicos, las mejoras en diagnósticos y tratamientos, así como los desafíos y limitaciones de esta técnica.
DOI: 10.15468/dl.f2sgcj
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lathyrus fulvus (Sm.) Kosterin)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 702 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035645-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9u689
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lathyrus incurvus (Roth) Willd.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 149 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035646-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20394/9rroh1cx
title: Airbnb supply and performance - small area summaries

description: The Urban Big Data Centre (UBDC) conducts a daily web scraping exercise for the Airbnb website, with the code for this exercise openly available. This exercise has been collecting daily information since 2020 on property characteristics, daily booking calendar updates, booking policies, host information, and guest reviews. Data are collected to support academic research by UBDC on the short-term rental sector (Wang 2023, 2024). 

These aggregated tables are published as a by-product of that work. This dataset generated from the scraped web content estimates available and occupied listings, visits, occupancy rates and income by tracking individual listings' daily booking calendars, following the open method published by Wang et al. (2024). These metrics are key performance and stock indicators.

From June 2021, it has covered thirty Travel to Work Areas (TTWAs) in Scotland and ten in other parts of the UK. The first version of the dataset covers the Scottish TTWAs only. 

The dataset provides monthly estimates, covering a total of 30 months from June 2021 to December 2023. It is published at the Middle Super Output Area (MSOA)/Intermediate Zone (IZ) level for each TTWA, provided there are more than five observed Airbnb listings in that MSOA/IZ. MSOA is the term used in England and Wales, IZ is the term used in Scotland. For simplicity, we refer to both as MSOAs. MSOAs without sufficient observations are omitted.


Reference:
Wang, Y., Livingston, M., McArthur, D.P. and Bailey, N., 2023. [The challenges of measuring the short-term rental market, an analysis of open data on Airbnb activity.]( https://eprints.gla.ac.uk/289725/1/289725.pdf "Title") Housing Studies, pp.1-20.
Wang, Y., Livingston, M., McArthur, D. P. and Bailey, N. (2024) [Enhancing our understanding of short-term rental activity A daily scrape-based approach for airbnb listings](https://doi.org/10.1371/journal.pone.0298131 "Title") Plos one, 19(2), pp. e0298131.

##Access and restrictions##
* Airbnb is available for UK Researchers only
* For non-commercial academic research only
DOI: 10.17632/r9n9922638.1
title: 2DSiS

description: Thermal conductivity of 2D SiS
DOI: 10.15468/dl.def4jn
title: Occurrence Download

description: A dataset containing 4919 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mucor hiemalis Wehmer"
 ]
}

 The dataset includes 4919 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035647-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/r9z37s29wz.1
title: The Superiority and Feasibility of Fresh Single Blastocyst Transfer in the Gonadotropin-Releasing Hormone Antagonist Protocol

description: The single blastocyst transfer strategy ensures a favorable live birth rate and a low multiple pregnancy rate in fresh embryo transfer cycles.
DOI: 10.15468/dl.yrwtsd
title: Occurrence Download

description: A dataset listing the 897 species recorded in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((24.37123 -29.45252,24.79357 -29.45252,24.79357 -29.05424,24.37123 -29.05424,24.37123 -29.45252))"
 ]
}

 The dataset's 897 records were derived from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035635-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grtqjq
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((97.38558 17.75824,123.79055 17.75824,123.79055 25.1615,97.38558 25.1615,97.38558 17.75824))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acanthophippium sylhetense Lindl."
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035648-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38e5gr
title: Occurrence Download

description: A dataset containing 3801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lathyrus japonicus var. maritimus (L.) J.T.Kartesz & Gandhi)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 3801 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035649-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/sdxgch36tg.1
title: development programs? Evidence on fish yields and returns in Kenya

description: The data focuses on in aquaculture development programs? Evidence on fish yields and returns in Kenya.The study used household-level data of 506 members of the CIG who were randomly selected for the treatment group.
DOI: 10.17632/c76g83vnf6.1
title: The road to carbon neutrality in China's building sector

description: Raw data for GDIM and scenario simulation
DOI: 10.15468/dl.gju6cz
title: Occurrence Download

description: A dataset containing 644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Laticauda colubrina (Schneider, 1799))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 644 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035650-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uehg93
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "TaxonKey is Acacia mearnsii De Wild.",
 "Year 2019-2024"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035651-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12819251
title: metabench - Paper Data

description: Item-wise accuracies in six benchmarks from Open LLM Leaderboard 1 scraped from huggingface.co and used for metabench analyses and construction. Datasets with RMSE's for random benchmark subsets are used as reference in the paper and are included here.
DOI: 10.15468/dl.cskdkq
title: Occurrence Download

description: A dataset containing 11206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Psittacus erithacus Linnaeus, 1758)"
 ]
}

 The dataset includes 11206 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035652-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64cs5e
title: Occurrence Download

description: A dataset containing 901 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendroaspis polylepis Günther, 1864"
 ]
}

 The dataset includes 901 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035653-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83tbka
title: Occurrence Download

description: A dataset containing 2452 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mucor circinelloides Tiegh."
 ]
}

 The dataset includes 2452 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035654-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwq4dh
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Latigammaropsis togoensis (Schellenberg, 1925))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035655-240626123714530/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.26363941
title: UK-wide dataset

description: UK-wide dataset outlined in article 'A national-scale sampled temperate fuel moisture database'.
DOI: 10.6084/m9.figshare.26363941.v2
title: UK-wide dataset

description: UK-wide dataset outlined in article 'A national-scale sampled temperate fuel moisture database'.
DOI: 10.6084/m9.figshare.26363929
title: WM dataset

description: WM dataset outlined in article 'A national-scale sampled temperate fuel moisture database'.
DOI: 10.6084/m9.figshare.26363929.v1
title: WM dataset

description: WM dataset outlined in article 'A national-scale sampled temperate fuel moisture database'.