cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17045/sthlmuni.4649854
title: Data from: HistMapR: Rapid digitization of historical land-use maps in R

description: <b>Method</b><br>This dataset includes a detailed example for using our method (described in paper linked to below) to digitize historical land-use maps in R.<br><br><b>Maps</b><br>We also release all of the Swedish land-use maps that we digitized for this project. This includes the Economic Map of Sweden (Ekonomiska kartan) over Sweden's 15 southernmost counties (7069 25 km<sup>2</sup> sheets), plus 11 sheets of the District Economic Map (Häradsekonomiska kartan - but see http://bolin.su.se/data/Cousins-2015 for more accurate manual digitization).<br><br><b>Svenska</b><br>Här kan du ladda ner 7069 Ekonomiska kartblad som vi digitaliserade över södra Sverige. En kort beskrivning av metoden publicerades i tidningen Kart & Bildteknik (se länk nedan).<br><br>--<i>Updates</i>Version 2: The digitized Economic Maps have been resampled so that they are all at a 1m resolution. In the original version they were all very close to 1m but not exactly the same, which made mosaicking difficult. This should be easier now. We now also link to the published paper in Methods in Ecology and Evolution.<br>For more information, please see the readme file. For help or collaboration, please contact alistair.auffret@natgeo.su.se. If you use the data here in your work or research, please cite the publication appropriately.<br>
DOI: 10.17632/bpf9hbg6rc.2
title: Data for: Structural variability and dynamics in the ectodomain of an ancestral-type classical cadherin revealed by AFM imaging

description: The data set includes raw data of image files of Drosophila E- and N-cadherin ectodomains acquired by atomic force microscope in solution, and numerical data for maximum length, length of long and short axis, area, height profile and volume of molecules analyzed from these images.
DOI: 10.3886/icpsr04553.v1
title: Multi-User Database on the Attributes of United States District Court Judges, 1801-2000
title: Version 1

description: This project was undertaken to compile a definitive database on the personal, social, economic, career, and political attributes of judges who served on the United States District Courts from 1801 to 2000. The database includes conventional social background variables such as the name of the appointing president, the judge's religion, political party affiliation, education, and prior experience. In addition, unique items are provided: the temporal sequence of prior career experiences, the timing of and reason for leaving the bench, gender, race and ethnicity, position numbering analogous to the scheme used for the Supreme Court, American Bar Association rating, and net worth (for judges who began service on the bench after 1978). The second objective of this project was to merge these data with a multi-user database on United States District Court decisions. The database is headed by Donald Songer and funded by the National Science Foundation. It includes a unique identification number for each judge participating in a particular decision. The combined databases should enable scholars to explore: (1) intra- and inter-circuit fluctuation in the distribution of social background characteristics, (2) generational and presidential cohort variation in these attributes, and (3) state and partisan control of seats. The collection also facilitates the construction of models that examine the effects of personal attributes on decision making, while controlling for the conditions above. See also MULTI-USER DATABASE ON THE ATTRIBUTES OF UNITED STATES APPEALS COURT JUDGES, 1801-1994 (ICPSR 6796).
description: Datasets: DS1: Multi-User Database on the Attributes of United States District Court Judges, 1801-2000
description: All judges since the founding of the Republic.
description: Undocumented codes are present in the data.
DOI: 10.5281/zenodo.2628216
title: Microsoft Academic Graph

description: This is the Microsoft Academic Graph data from 2019-03-22. To get this, you'd normally jump through these hoops: https://docs.microsoft.com/en-us/academic-services/graph/get-started-setup-provisioning

As required by ODC-BY, I acknowledge Microsoft Academic using the URI https://aka.ms/msracad.

You can find out more about the data schema of the Microsoft Academic Graph at: https://docs.microsoft.com/en-us/academic-services/graph/reference-data-schema<br>
Since Microsoft docs are covered by different licensing terms, the documentation cannot be provided along with the data.

There were no changes to the files except compressing them with gzip. They were downloaded and checked twice.<br>
After uploading, the md5-hashes from Zenodo match the locally created compressed files.

The compressed files will expand to the following sizes (in bytes):

<pre><code>     4564007 Affiliations.txt
 16528778635 Authors.txt
     2224843 ConferenceInstances.txt
      428103 ConferenceSeries.txt
    55188690 FieldsOfStudy.txt
     5689662 Journals.txt
 40976541540 PaperAuthorAffiliations.txt
 32446006785 PaperReferences.txt
     7763592 PaperResources.txt
 60213784152 Papers.txt
 23096534376 PaperUrls.txt
----------------------------------------
173337504385 (~161.4) GiB</code></pre>

<strong>Note from the uploader</strong>

This is the last update I can do for now, my trial account will expire soon, so I can no longer provide updates.<br>
If you want to <strong>donate an update</strong> but lack the bandwidth to download and repack the set, feel free to contact me (details via my ORCiD page), once you have gone through the provisioning steps.
DOI: 10.5281/zenodo.555947
title: Moore Grantee Publication Data

description: Data collected on number of publications per journal authored by grantees of the Gordon and Betty Moore Foundation. Data are based on self reporting from grantees and Crossref FundRef search. This data was used to understand the potential impacts of an open access policy under consideration at the Moore Foundation. Information on journal policies was collected primarily from SHERPA/RoMEO website (http://www.sherpa.ac.uk/romeo/search.php) between July 2016 and February 2017.
DOI: 10.5285/35aed839-1634-4692-b6d6-4d6312953eb5
title: Surface elevation of 69 Greenland Ice Sheet morphologies and associated δ18O anomalies (with respect to Pre-industrial) simulated by HadCM3

description: The text file (.csv) contains d18O changes simulated at six Greenland deep ice cores (NEEM, NGRIP, GRIP, GISP2, Camp Century and DYE3) from 69 simulations performed using the isotope-enabled HadCM3 climate model forced with mid last interglacial boundary conditions, centred at 125,000 years ago. HadCM3 is used to reproduce the d18O response to 69 modified Last Interglacial (LIG) Greenland Ice Sheet (GIS) morphologies at the ice-core sites. To parameterise the set of 69 GIS morphologies, we undertake a Principal Component Analysis (PCA) approach. The text file also contains the 8PC coefficients for each of the 69 morphologies. The netcdf file (.nc) contains the 8PC shapes and the average shape. To obtain any of the 69 GIS morphologies: (1) store the 8 PC coefficients of a specific GIS morphology and, (2) take a linear combination of the PC shapes (according to those coefficients) and add the average shape. Funding was provided by the following grants: EPSRC-funded Past Earth Network (Grant number EP/M008363/1); NERC funding through grants NE/P009271/1, NE/P013279/1, NE/J004804/1, and Irene Malmierca's PhD studentship.
description: HadCM3 is a coupled atmosphere-ocean general circulation model. A pre-industrial simulation was set-up using guidelines from the Paleoclimate Model Intercomparison Project (PMIP), with atmospheric gas composition set to values for 1850 years BP. LIG simulations are forced with GHG values and orbital forcing which are appropriate for 125 ka. The text file contains d18O anomalies (LIG minus PI) simulated by HadCM3 in response to 69 modified GIS morphologies. Further details can be found in the referenced publication. Resolution: GIS morphologies: rectangular grid with resolution of 0.2° in both directions, ranging over latitudes 59.7°N to 83.9°N and longitudes 73.6°W to 11°W. This results in a total of 122x314 grid cells for each morphology.
description: GIS morphologies: rectangular grid with resolution of 0.2° in both directions.
DOI: 10.6084/m9.figshare.26488702
title: Supplementary Material for: Influence of Age on Outcomes of Endovascular Treatment in Posterior versus Anterior Circulation Stroke: A Comparative Analysis in a Nationwide Registry

description: Background: It is unknown whether the influence of age on clinical outcomes post endovascular treatment (EVT) is similar in posterior circulation stroke (PCS) compared to anterior circulation stroke (ACS). 
Materials and Methods: Data were extracted from the ETIS registry, a nationwide prospective, multicenter, observational registry for stroke EVT procedures in France. We included patients treated with EVT for PCS or ACS between January 2015 – August 2023. The relationship between patient age and clinical outcome variables was studied using regression analysis. Good clinical outcome was defined as modified Rankin scale score ≤2 at 90 days.
Results: The study included 935 patients with PCS and 11427 patients with ACS. There were no significant differences between PCS and ACS in the influence of age on the likelihood of good clinical outcome. The influence of age on the likelihood of mortality was significantly different. Mortality was higher for PCS between 30-85 years, without significant differences in younger or older patients. Elderly patients (≥80 years) with PCS had similar rates of good clinical outcome and mortality compared to patients with ACS from the same age group.
Conclusions:
In this comparative analysis assessing the impact of age on EVT outcomes in posterior versus anterior circulation stroke, differences were observed in middle aged patients, whereas outcomes tended to converge in young and elderly age groups. Elderly PCS patients had similar outcomes as ACS patients from the same age group.
DOI: 10.6084/m9.figshare.7655150
title: DepMap Achilles 19Q1 Public

description: This dataset contains the results of screening 558 cancer cell lines with the Avana CRISPR-Cas9 genome-scale knockout library generated as part of the Broad Institute's Cancer Dependency Map project. <br><br>As our screening efforts continue, we will be releasing additional cancer dependency data on a quarterly basis for unrestricted use. For the latest datasets available, further analyses, and to subscribe to our mailing list visit https://depmap.org.<br>Descriptions of the experimental methods and the CERES algorithm are published in http://dx.doi.org/10.1038/ng.3984. Some cell lines were process using copy number data based on the Sanger Institute whole exome sequencing data (COSMIC: http://cancer.sanger.ac.uk.cell_lines, EGA accession number: EGAD00001001039) reprocessed using CCLE pipelines.
DOI: 10.5066/p9lo24mg
title: Low-streamflow trends and basin characteristics for 2,482 U.S. Geological Survey streamgages in the conterminous U.S.

description: This data release contains drainage basin characteristics and low-streamflow trend results for 2,482 U.S. Geological Survey (USGS) streamgages in the conterminous U.S. Data include streamgage identification number, name, drainage area, latitude, longitude, percent developed land use, percent crop land use, dam storage, streamgage classification, record completeness status, and trend slopes and significance for several low-streamflow and related metrics. Also included is an R script containing the Mann-Kendall trend test for three different null hypotheses of the serial structure of the time-series data: independence, short-term persistence, and long-term persistence.
DOI: 10.5281/zenodo.11491425
title: Atomic resolution high-angle annular dark field scanning transmission electron microscopy imaging of WSe2 encapsulated within hexagonal boron nitride
DOI: 10.5281/zenodo.4106752
title: A database of CFD-computed flow fields around airfoils for machine-learning applications

description: This dataset is designed to test Machine-Learning techniques on Computational Fluid Dynamics (CFD) data.<br> <br> It contains two-dimensional RANS simulations of the turbulent flow around NACA 4-digits airfoils, at fixed angle of attack (10 degrees) and at a fixed Reynolds number (3x10^6). The whole NACA family is spawned. The present dataset contains 2600 geometries, and 425 further geometries are published in an accompanying repository (10.5281/zenodo.4638071). For further information refer to: Schillaci, A., Quadrio, M., Pipolo, C., Restelli, M., Boracchi, G. "Inferring Functional Properties from Fluid Dynamics Features" 2020 25th International Conference on Pattern Recognition (ICPR) Milan, Italy, Jan 10-15, 2021
DOI: 10.6084/m9.figshare.25144325
title: Supplementary Material(data file).zip

description: The data set contains the relationship between the variation of each parameter and the various properties (such as birefringence, loss, PER, etc.) considered in the design of the device, presented in excel. The graphs of the relationships between parameters are drawn using origin software.
DOI: 10.6084/m9.figshare.4484141.v3
title: GeneSeqToFamily.zip

description: Supporting data for GeneSeqToFamily, the Ensembl Compara GeneTrees pipeline as a Galaxy workflow<br>
DOI: 10.6073/pasta/5799146b9c4b003e57227f6f4cf08564
title: Ants of the CTFS-ForestGEO Plot at Harvard Forest 2018

description: Foundation species in forests are hypothesized to control the diversity of associated organisms and modulate core ecosystem processes. At Harvard Forest, eastern hemlock (Tsuga canadensis) is a foundation species, but its relationship to local biodiversity has not been explored in detail. This project examined co-occurrence relationships (using codispersion statistics) between forest trees and ants in the 35-hectare Forest Dynamics Plot in the Prospect Hill tract at Harvard Forest ("megaplot"), in which more than 100,000 woody stems have been identified, mapped, and measured.
DOI: 10.6084/m9.figshare.1533038
title: Cell-Cycle-on-C1

description: This is the source code repository of the Scientific Data descriptor "Single-cell transcriptomes of fluorescent, ubiquitination-based cell cycle indicator cells"
DOI: 10.6084/m9.figshare.3427766
title: ANA_mancini14_data.zip

description: Whole-body mapping of spatial acuity for pain and touch. We evaluated the 2-point discrimination thresholds for both nociceptive-selective and tactile stimuli across several skin regions. Thresholds were estimated using pairs of simultaneous stimuli, and also using successive stimuli.<br>
DOI: 10.15468/dl.xx87vw
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "SpeciesKey is Carabus kollari Palliardi, 1825",
 "Year is greater than or equal to 2004",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095147-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/k2f0-k132
title: 5G CFR/CSI dataset for wireless channel parameter estimation, array calibration, and indoor positioning

description: Channel frequency response (CFR) dataset used for "In-situ Calibration of Antenna Arrays for Positioning with 5G Networks" paper. Since the CFR of the wireless channel, which is also known as the channel state information (CSI) in many cellular or Wi-Fi positioning literature, contains the angle and delay information of both the direct path and reflected paths, we believe the following research fields can benefit from this dataset:1. direction-of-arrival (DOA) estimation and array calibration,2. time-of-arrival (TOA) estimation,3. joint parameter estimation for indoor positioning and navigation,4. line-of-sight (LOS) and non-line-of-sight (NLOS) identifications,5. wireless channel parameters estimation. We use a baseband unit (BBU), a four-channel picocell sub-6GHz remote radio unit (RRU), and a user terminal (UT) to collect the wireless CFRs, all of them are commercial off-the-shelf products with 5G R16 specification supported. The 5G UT with a single omnidirectional cylindrical antenna is mounted on an autonomous vehicle, which communicates to the gNB and generates the ground-truth locations with an accuracy of several centimeters. This CFR dataset is collected in an underground parking lot of an office building. During experiments, the UT is placed at 476 different locations in the area of [−35 m, 10 m] × [8 m, 33 m]. At each location, the uplink wireless channel is measured repetitively via transmitting a series of uplink sounding reference signal (UL-SRS) symbols and their corresponding CFR data are logged. Aside from CFR data from these 476 locations, other assisted measurement data, including the ground-truth locations of the UT, the six degrees of freedom (6-DoF) pose of the RRU, the locations of the dominant obstacles (i.e. the pillars) in the environment, are also provided.
DOI: 10.34740/kaggle/dsv/2161054
title: Electric Motor Temperature
DOI: 10.5281/zenodo.3965127
title: DeepPPPred Dataset

description: This dataset contains train, validation, and test sets which contains protein-phenotype relations. Citations: If you use this dataset, please cite the following paper: <pre><code>Pourreza Shahri, Morteza, Katrina Lyon, Julia Schearer, and Indika Kahanda. "DeepPPPred: An Ensemble of BERT, CNN, and RNN for Classifying Co-mentions of Proteins and Phenotypes." bioRxiv (2020). DOI: https://doi.org/10.1101/2020.09.18.304329</code></pre>
description: Pourreza Shahri, Morteza, Katrina Lyon, Julia Schearer, and Indika Kahanda. "DeepPPPred: An Ensemble of BERT, CNN, and RNN for Classifying Co-mentions of Proteins and Phenotypes." bioRxiv (2020). DOI: https://doi.org/10.1101/2020.09.18.304329
DOI: 10.5281/zenodo.7539469
title: CCG Starter Data Kit: Morocco

description: A starter data kit for Morocco
DOI: 10.6080/k0nc5z4x
title: Utah array extracellular recordings of spontaneous and visually evoked
                activity from anesthetized macaque primary visual cortex (V1).
title: CRCNS.org pvc-11

description: The data comprise two conditions: spontaneous and evoked V1 activity. The data were
                recorded by Matthew Smith and Adam Kohn, in the Kohn lab at the Albert Einstein College
                of Medicine (both data sets), and J. Anthony Movshon’s lab at New York University
                (spontaneous data set). Tai Sing Lee (Carnegie Mellon University) provided research
                support and Ryan Kelly (Carnegie Mellon University) participated in the data collection
                and processing.
DOI: 10.6084/m9.figshare.1299540
title: Citations with identifiers in Wikipedia

description: This dataset includes a list of citations with identifiers extracted from the most recent version of Wikipedia across all language editions. The data was parsed from the Wikipedia content dumps published on March 1, 2018. <strong>License</strong><br> All files included in this datasets are released under CC0: https://creativecommons.org/publicdomain/zero/1.0/ <strong>Projects</strong><br> Previous versions of this dataset ("Scholarly citations in Wikipedia") were limited to the English language edition. The current version includes one dataset for each of the 298 languages editions that Wikipedia supports as of March 2018. Projects are identified by their ISO 639-1/639-2 language code, per https://meta.wikimedia.org/wiki/List_of_Wikipedias. <strong>Identifiers</strong><br> • PubMed IDs (pmid) and PubMedCentral IDs (pmcid).<br>• Digital Object Identifiers (doi)• International Standard Book Number (isbn)• ArXiv Ids (arxiv) <strong>Format</strong><br> Each row in the dataset represents a citation as a (Wikipedia article, cited source) pair. Metadata about when the citation was first added is included. • page_id -- The identifier of the Wikipedia article (int), e.g. <em>1325125<br>• </em>page_title -- The title of the Wikipedia article (utf-8), e.g.<em> Club cell<br>• </em>rev_id -- The Wikipedia revision where the citation was first added (int), e.g.<em> 282470030<br>• </em>timestamp -- The timestamp of the revision where the citation was first added. (ISO 8601 datetime), e.g.<em> 2009-04-08T01:52:20Z<br>• </em>type -- The type of identifier, e.g.<em> pmid<br>• </em>id -- The id of the cited source (utf-8), e.g.<em> 18179694</em> <strong>Source code</strong><br> https://github.com/halfak/Extract-scholarly-article-citations-from-Wikipedia (MIT Licensed) A copy of this dataset is also available at https://analytics.wikimedia.org/datasets/archive/public-datasets/all/mwrefs/<strong>Notes</strong><br> Citation identifers are extracted as-is from Wikipedia article content. Our spot-checking suggests that 98% of identifiers resolve.
DOI: 10.6084/m9.figshare.25498627
title: Supplementary Material for: A fatal outcome after cessation of nucleotide analogue therapy in a patient with chronic hepatitis B

description: Introduction: Emerging evidence suggest that long-term nucleotide analogue (NA) therapy can be ceased in a selective group of chronic hepatitis B (CHB). This is being gradually implemented in clinical practice. 
Case presentation: A 68-year-old man known with a chronic HBeAg-positive hepatitis B infection without signs of advanced liver fibrosis or cirrhosis, was admitted with acute liver failure. Two months prior to his admission, he ceased his NA therapy. During the admission, NA therapy was re-started, but the liver function worsened. The patient was put on the high-urgency liver transplantation waiting list and the next day he was successfully transplanted. However, the patient died seventeen days later due to haemorrhagic shock that resulted from intra-abdominal bleeding and acute pancreatitis. 
Conclusion: Current guidelines suggest that NA therapy can be discontinued in a selective group of CHB patients. However, these guidelines suggest different stopping- and follow-up criteria. This case illustrates that NA withdrawal is not without risks and that these differences in recommendations may lead to inadequate management and eventually fatal outcome.
DOI: 10.6084/m9.figshare.26170162
title: Infrared data.zip

description: Infrared CO image data
DOI: 10.6084/m9.figshare.3796305.v2
title: Data asset framework (DAF) survey results 2016

description: This fileset includes a guidance document with the full DAF question set, and the csv dataset arising from six Data Asset Framework (DAF) surveys. These were completed in July and August 2016 by a total of 1,185 researchers at the following UK higher education institutions: » The University of Cambridge » Lancaster University » Plymouth University » The Royal College of Music (RCM) » University of St Andrews » Eight members of the Consortium for Research Excellence, Support and Training (CREST)<sup><sup>[1]</sup></sup> The surveys were developed and administered by Research Consulting, as part of a consultation phase to inform the Jisc Research Data Shared Service project. The anonymised dataset is being released in full to allow re-use by others. Full details on the survey methodology and an analysis of the results will be published by Jisc later in 2017. <br> [1] Buckinghamshire New University, University of Chichester, Glyndwr University, Harper Adams University, Leeds College of Art, Newman University, St Mary’s University, Twickenham and York St John University
DOI: 10.6084/m9.figshare.4491215.v1
title: 23andMe hg37

description: 23andMe genotypes human reference 37 from the Corpas family.