cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25378/janelia.26169355
title: 2P calcium imaging from compass neurons of tethered flies walking on a ball in darkness

description: <b>2P calcium imaging data from EPG (compass) neurons of the central complex of tethered flies walking in darkness for the following paper:</b>Noorman M, Hulse BK, Jayaraman V, Romani S, Hermundstad AM (2024). Maintaining and updating accurate internal representations of continuous variables with a handful of neurons.<b>Data file for flies walking in darkness:</b><b>NoormanEtAlFlyWalkingInDarkness2PBehData</b><b>.mat:</b><b> </b>preprocessed 2P calcium imaging and behavior data.<b> </b>Calcium imaging performed at 10 Hz; 20-minute trials; 5 trials/fly.<b>File organization:</b>The file contains MATLAB data structures:<br><b>FDB</b>: Metadata for flies used in the experiment<br><b>TDB</b>: Information about 5 trials (A-E) /fly<br><b>DarkData</b>: structure with multiple data fieldsROI_Data_Dfof: [32×12000×50 double]: Time series of EPG population GCaMP activity for each of 32 user-defined wedges of the ellipsoid body (EB)FlyRotate_w2p: [50×12000 double]: time series of the fly's rotational velocity on the ballFlyForward_w2p: [50×12000 double]: time series of the fly's forward velocityFly: [50×1 double]: Fly ID (used internally)TwoP_Times: [50×12000 double]: time stamps corresponding to two-photon data acquisitionFlyPosition_w2p_aligned: [50×12000 double]:WedgeCenters: [32×1 double]: centers of ROIs for analysis of imaging data in the EBBumpPosition: [50×12000 double]: phase of the population vector average within the EBBumpR: [50×12000 double]: amplitude of the population vector averageBumpPeak: [50×12000 double]: bump amplitudeTwoP_Fs: [50×1 double]: sampling frequency<b>Associated code:</b>Code for all analyses and plotting is available at:<br>https://github.com/HermundstadLab/DiscreteRingAttractor<br>
DOI: 10.34943/066a42d3-2d7d-42d5-a326-88ce960548ba
title: Patricia Bay Echosounder, Bioacoustic Deployed 2017-06-22

description: The ASL AZFP Echosounder 55121 was deployed on 2017-06-22 at Patricia Bay. Patricia Bay is located in the Saanich Inlet, on the southern tip of Vancouver Island. This device is a Echosounder, Bioacoustic. Echosounders are used to measure acoustic backscatter as a proxy for detecting zooplankton, fish, bubbles or other particles in the water-column. An echosounder has one or more transducers which emit acoustic pulses at a particular frequency. When the pulses strike animals or other objects in the water, echoes are produced, which can be detected and converted by the transducers back into electrical signals. Software is then used to determine distances, sizes, concentrations and movements of organisms and other objects in the water. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.3886/icpsr04167.v1
title: Current Population Survey, October 2003: School Enrollment and Computer Use Supplement
title: Version 1

description: Data on labor force activity for the week prior to the survey are supplied in this collection. Information is available on the employment status, occupation, and industry of persons 15 years old and over. Demographic variables include age, sex, race, marital status, veteran status, household relationship, educational background, and Hispanic origin. In addition to providing these core data, the October survey also contains data on school enrollment for all persons aged 3 years and over. This information includes current grade attending at public or private school, whether attending college full- or part-time at a two- or four-year institution, year last attended a regular school, year graduated from high school, grade retention, library use, library accessibility, and resources for people with disabilities.
description: The probability sample selected to represent the universe consists of approximately 56,000 households.
description: Datasets: DS1: Current Population Survey, October 2003: School Enrollment and Computer Use Supplement
description: All persons in the civilian noninstitutional population of the United States living in households.
description: personal interview
DOI: 10.4121/56327667-69f1-4340-be45-9f9a6bd80584.v1
title: Supplementary dataset for “A multi-method assessment of the regional sensitivities between flight altitude and short-term O3 climate warming from aircraft NOx emissions"

description: This dataset accompanies the journal article entitled <em>A multi-method assessment of the regional sensitivities between flight altitude and short-term </em><em style="background-color:rgb(255, 250, 234);">O</em><sub style="background-color:rgb(255, 250, 234);"><em>3</em></sub><em> climate warming from aircraft NO</em><sub><em>x</em></sub><em> emissions</em> and has been generated from 74 simulations performed with the ECHAM/MESSy Atmospheric Chemistry model (EMAC). The short-term impact on atmospheric ozone (O<sub>3</sub>) from aircraft nitrogen oxide (NO<sub>x</sub>) emissions is estimated for five regions (North America, Eurasia, South America, Africa and Australasia), three pressure altitudes (200, 250 and 300 hPa) and two seasons (July 1, 2014 representing the Northern summer and January 1, 2014 representing Northern winter) using three calculation methods: Eulerian tagging, Lagrangian tagging and perturbation. Each region has 28 points at which 0.5 Gg of NO are introduced in the form of a 15-min pulse emission.<br>Please consult the README file for further details.
DOI: 10.4121/e7c86771-72bb-48da-b9f9-6c0857655404
title: Data corresponding to the publication: "Transient behavior and steady-state rheology of dense frictional suspensions in pressure-driven channel flow"

description: This dataset contains data underlying the figures presented in the publication: Peerbooms, W., Heijden, A.v.d. & Breugem, WP. Transient behavior and steady-state rheology of dense frictional suspensions in pressure-driven channel flow. Acta Mech (2024). https://doi.org/10.1007/s00707-024-04106-7This publication reports the results of a particle-resolved direct numerical simulation study of a dense non-Brownian suspension of neutrally buoyant spheres in slow pressure-driven channel flow. The main objectives of this study are to unravel the influence of (1) bulk solid volume fraction and Coulomb coefficient of sliding friction on the flow development time and of (2) heterogeneous shear on the steady-state suspension rheology.
DOI: 10.5281/zenodo.10127614
title: Triangulene 2D polymers

description: Supporting information for triangulene 2D polymers.
DOI: 10.5281/zenodo.10459719
title: Mortality Caused by Tropical Cyclones in the United States

description: Data provided here is what is required to duplicate Young & Hsiang 2024 (A Large Undocumented Mortality Burden Caused by the Tropical Cyclone Climate of the United States). A detailed description of the data used in the analysis can be found in the Supplementary Information associated with the article.
DOI: 10.5281/zenodo.10546876
title: Data from: The ozone radiative forcing of nitrogen oxide emissions from aviation can be estimated using a probabilistic approach.

description: This dataset accompanies the journal article entitled "The ozone radiative forcing of nitrogen oxide emissions from aviation can be estimated using a probabilistic approach.", currently under review, and contains:

1) The post-processed version of the original dataset that is available here [1]: https://data.4tu.nl/private_datasets/cLnjZscxOJDZnBSajrE0XxooMxJspT40byq4FVnq26A. 

The original dataset has been generated from several simulations performed with the ECHAM/MESSy Atmospheric Chemistry model (EMAC). The short-term impact on atmospheric ozone (O3) from aircraft nitrogen oxide (NOx) emissions is estimated for five regions (North America, Eurasia, South America, Africa and Australasia), three pressure altitudes (200, 250 and 300 hPa) and two seasons (July 1, 2014 representing the Northern summer and January 1, 2014 representing Northern winter) using three calculation methods: Eulerian tagging, Lagrangian tagging and perturbation. Each region has 28 points at which 0.5 Gg of NO are introduced in the form of a 15-min pulse emission. 

In our manuscript, we use the Lagrangian tagging dataset. We compute the global annual mean radiative forcing of O3 from NOx for each and every emission point, and plot them in Figure 1 (b). The mass curves of NOx and O3 for two emission points are also plotted using the original data in Figure 1 (c). 

2) Meteorological data, fllight path data from EUROCONTROL,  great circle data which are plotted in Figure 5 (b) of the manuscript. 

Please consult the README file for specific details regarding the data.
DOI: 10.5281/zenodo.11581466
title: Dataset: Seeking feedback and taking action: An evidence based evaluation of the impact of using practice tests with inbuilt feedback in a first-year business class

description: This data set includes both qualitative and quantitative data.

Qualitative, survey data sought student opinions on the purpose of feedback and the actions taken following receipt of feedback.

1. Survey data collection began with a 13 question survey used in classes in early February 2020. This initial feedback survey was conducted via MS Forms. The data from this is available in the following files: a. 2020-2-17_feedbacksurvey_1_rawdata.csv b. 2020-2-17_feedbacksurvey_1_how-many-times-got-feedback.csv c. 2020-2-17_feedbacksurvey_1_take-action-after-feedback.csv d. 2020-2-17_feedbacksurvey_1_type-feedback-you-prefer.csv e. 2020-2-17_feedbacksurvey_1_purpose-of-feedback.csv f. 2020-2-17_feedbacksurvey_1_define-feedback.csv g. 2020-2-17_feedbacksurvey_1_what-makes-feedback-useful.csv h. 2020-2-17_feedbacksurvey_1_know-how-feedback-effective.csv i. 2020-2-17_feedbacksurvey_1_what-can-institute-do-to-improve-feedback.csv

2. The first practice test was followed by a short survey of approximately 3 questions (created using MS Forms, a mix of closed and open questions). The data from this is available in the following files: a. 2020-3-2_feedbacksurvey_2_rawdata.csv b. 2020-3-2_action-comments-coded.csv c. 2020-3-2_other-comments-coded.csv d. 2020-3-2_open-question-comments.csv

3. The second practice test followed by a 3 question short survey (created using MS Forms, all open questions) The data from this is available in the following files: a. 2020-5-12_feedbacksurvey_3_rawdata.csv b. 2020-5-12_feedbacksurvey_3_what-learn-by-participating.csv c. 2020-5-12_feedbacksurvey_3_what-action-taking.csv d. 2020-5-12_feedbacksurvey_3_has-module-changed-view-of-feedback.csvQuantitative data was gathered from Learning Management System, Canvas. This data shows the relationship between number of practice tests taken by students and their resultant grades.

4. I gathered the number of times students had taken the practice test before the midterm summative exam and compared with the student grades from the 30% midterm summative exam. The data from this is available in the following files: a. 2020-11-26_Canvasdata_midterm.csv

5. Following the completion of the second summative exam (worth 70%), Canvas data showing the number of times the students had taken the second practice test and the grade outcomes for the students for the summative 70% test was gathered. The data from this is available in the following files: a. 2020-11-26_Canvasdata_endterm.csv

6. A regression model was created to examine the impact of number of times that the practice test was taken on final grades, whilst controlling for midterm grades. The data from this is available in the following files: a. 2024-2-12_Anonymised_mid_and_final_grades_with_number_of_practices_before_final_exam.csv
DOI: 10.5281/zenodo.13766600
title: MITgcm simulations of sea level response to freshwater injected at the surface and at depth in southern high latitudes: Model output and analysis code

description: Model output (netcdf) and python code (included in both py and ipynb formats) to create the figures in Eisenman et al. (2024).



See https://eisenman-group.github.io for further details.
DOI: 10.5291/ill-data.3-07-380
title: Absolute yield and time dependence of delayed neutron emission in 235U(n,f) and 239Pu(n,f)
DOI: 10.5517/ccdc.csd.cczt788
title: CCDC 917980: Experimental Crystal Structure Determination

description: Related Article: Bao-Li Fei|2016|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccs31nk
title: CCDC 717918: Experimental Crystal Structure Determination

description: Related Article: P.Sarmah, R.K.Barman, P.Purkayastha, S.J.Bora, P.Phukan, B.K.Das|2009|Indian J.Chem.,Sect.A:Inorg.,Bio-inorg.,Phys.,Theor.Anal.Chem.|48|637|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.25512190
title: Supplementary Material for: Age-stratified clinical outcome in patients with known heart failure who receive pacemaker-, resynchronization therapy- or defibrillator implants

description: Introduction
Patients with heart failure (HF) and bradycardia may be eligible for different types of cardiac implantable electronic devices (CIED), depending on presence of AV conduction disease, age and comorbidities. We aimed to assess prognosis for these patients, after CIED implantation, stratified for type of CIED device.

Methods
All patients with preexisting HF diagnosis who received a CIED with a right ventricular lead during the period 2005-2018 in Sweden were identified via the Pacemaker-registry. Data was crossmatched with the population registry and national disease registries. Outcome was 5-year risk of HF hospitalization, and mortality. 

Results
37745 patients were included in the study. Comparing demographics for ICD vs. pacemaker implants, median age was 66 years vs. 83 years, 20% vs. 41% were female, 64% vs. 50% had ischemic heart disease and 35% vs. 67% had atrial fibrillation (all p&lt;0,001). 5-year mortality was highest in single-chamber pacemaker recipients (61% compared to average 40%, p&lt;0.001) but proportion of cardiovascular mortality was highest for CRT recipients (68% vs 63% p&lt;0.001). Adjusted mortality was higher for pacemaker-patients in all age decile groups (ranging from &lt;60 to &gt;90 years old, all p&lt;0.001). HF hospitalization occurred in 28% (dual-chamber pacemaker) to 39% (CRT-P) of patients, and cause of death was HF in 15% (dual-chamber pacemaker) to 25% (CRT-D), all p&lt;0.001.

Conclusion
In this large real-world cohort of CIED treated patients with prior heart failure, demography- and mortality-data indicate that clinicians chose devices according to the overall status of the patient. Heart failure related events occurred in all groups, but were more common in CRT-treated patients.
DOI: 10.6084/m9.figshare.26356276
title: RoF SIA data

description: Data and code from Jackson et al: <b>Warming reduces trophic diversity in high-latitude food webs</b>
DOI: 10.15468/dl.yimdhw
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monodelphis dimidiata (Wagner, 1847)"
 ]
}

 The dataset includes 200 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004504-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.923262
title: Glacial Ocean Map (GLOMAP)

description: We present a climatology of the near-sea-surface temperature (NSST) anomaly and the sea-ice extent during the Last Glacial Maximum (LGM, 23,000-19,000 years before present) mapped on a global regular 1°×1° grid. This is an extension of the Glacial Atlantic Ocean Mapping (GLAMAP) reconstruction of the Atlantic SST based on the results of the Multiproxy Approach for the Reconstruction of the Glacial Ocean Surface (MARGO) project and several recent estimates of the LGM sea-ice extent. The gridding of the sparse SST reconstruction was done in an optimal way using the Data-Interpolating Variational Analysis (DIVA) software, which takes into account the uncertainty on the reconstruction and includes the calculation of an error field. The climatology is provided as a Network Common Data Format (netCDF) file.
DOI: 10.17632/2nn9zg2dmr.2
title: Multi-stage magmatism during slab exhumation drives the geochemical evolution of continental crust: Insights from Paleozoic granitoids in South Altyn, western China

description: Supplementary 1 and Table S1-S7
DOI: 10.17632/c4zgfdwvk7.1
title: Experimental Data for Validation of Piezoelectric Shunt Tuning with Residual Mode Correction: Damping of Plate-Like Structures

description: The data is described in the file Readme.txt. This data reproduces the results described in the publication: Toftekær, J.F., Høgsberg, J., Experimental Validation of Piezoelectric Shunt Tuning with Residual Mode Correction: Damping of Plate-Like Structures, 2019.
DOI: 10.3886/e120754v1
title: The Evolving Distribution of Giving in the United States

description: Time series measures of giving participation rate (1960-2017) and the within-year concentration of giving (1960-2012).<br>
DOI: 10.5281/zenodo.11472103
title: Infrared-Microwave-Sounding methanol

description: Monthly daytime methanol (ppbv) for 2008-2018 produced using the Rutherford Appleton Laboratory Infrared-Microwave-Sounding scheme. Further data description can be found in Pope et al. (2021) and the associated supplementary materials. 

This data has been used in Sands et al. (2024), currently available as a preprint: https://doi.org/10.5194/egusphere-2024-503.
DOI: 10.5281/zenodo.13376871
title: QIBC code: "NEAT1 Modulates the TIRR/53BP1 Complex to Maintain Genome Integrity"
DOI: 10.5517/ccdc.csd.cc126qxx
title: CCDC 989579: Experimental Crystal Structure Determination

description: Related Article: Elif Gungor|2021|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6080/k0ft8j72
title: Extracellular neural recordings from macaque primary and dorsal premotor
                        motor cortex during a sequential reaching task
title: CRCNS.org pmd-1

description: This data set includes extracellular recordings and behavior of macaque
                used in Lawlor, P.N. et al 2018 (under review as of 1/2018). The data was collected
                by Matthew G. Perich in the laboratory of Lee E. Miller at Northwestern University.
                The experiments examined the role of premotor cortex (PMd) and primary motor cortex (M1)
                in a sequential reaching task. In the experiment, the monkey controlled an on-screen
                cursor and was rewarded for moving that cursor to an indicated reach target, with multiple
                targets presented per trial. There were minimal kinematic requirements for the reaching
                movements (e.g., very brief hold times), meaning that the monkey typically made a relatively
                smooth series of reaches.  Behavioral variables recorded include position, velocity, and
                acceleration. Reach target locations and approximate presentation times are included.
                The electrophysiological recordings were collected with Utah multielectrode arrays from two
                monkeys.
DOI: 10.6084/m9.figshare.24466945
title: Supplementary Material for: Brain Injury Outcomes after Adjuvant Erythropoietin Neuroprotection for Moderate or Severe Neonatal Hypoxic-Ischemic Encephalopathy: A Report from the HEAL Trial

description: Introduction. Erythropoietin (Epo) is a putative neuroprotective therapy that did not improve overall outcomes in a phase 3 randomized controlled trial for neonates with moderate or severe hypoxic-ischemic encephalopathy (HIE). However, HIE is a heterogeneous disorder, and it remains to be determined whether Epo had beneficial effects on a subset of perinatal brain injuries. Methods. This study was a secondary analysis of neuroimaging data from the High-dose Erythropoietin for Asphyxia and Encephalopathy (HEAL) Trial, which was conducted from 2016 – 2021 at 17 sites involving 23 US academic medical centers. Participants were neonates &gt;36 weeks’ gestation undergoing therapeutic hypothermia for moderate or severe HIE who received 5 doses of study drug (Epoetin alpha 1000 U/kg/dose) or placebo in the first week of life. Treatment assignment was stratified by trial site and severity of encephalopathy. The primary outcome was the locus, pattern and acuity of brain injury as determined by three independent readers using a validated HIE Magnetic Resonance Imaging (MRI) scoring system. Results. Of the 500 infants enrolled in HEAL, 470 (94%) had high quality MRI data obtained at a median of 4.9 days of age (IQR 4.5 – 5.8). The incidence of injury to the deep grey nuclei, cortex, white matter, brainstem and cerebellum was similar between Epo and placebo groups. Likewise, the distribution of injury patterns was similar between groups. Among infants imaged at less than 8 days (n=414), 94 (23%) evidenced only acute, 93 (22%) only subacute and 89 (21%) both acute and subacute injuries, with similar distribution across treatment groups. Conclusion. Adjuvant erythropoietin did not reduce the incidence of regional brain injury. Subacute brain injury was more common than previously reported, which has key implications for the development of adjuvant neuroprotective therapies for this population.
DOI: 10.15468/dl.dlauyc
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galictis cuja (Molina, 1782)"
 ]
}

 The dataset includes 312 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004514-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ma95h9
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conepatus chinga (Molina, 1782)"
 ]
}

 The dataset includes 363 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004512-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rofnb9
title: Occurrence Download

description: A dataset containing 900 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Philodryas patagoniensis (Girard, 1858)"
 ]
}

 The dataset includes 900 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004524-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26093/cds/vizier.35690125
title: Spiral structure of the Milky Way

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'The observed spiral structure of the Milky Way.' (bibcode: 2014A&A...569A.125H)