cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24247411
title: Place cell spiking during running

description: Spiking of isolated CA1 cells while a rat runs along one track of a 3-arm maze. Only periods of running towards one of the 3 reward ports are preserved - other periods, including when the rat is running away from the reward port, are excluded. Sampling frequency is 25 Hz. In the following, T = 1776 time steps and N = 403 neurons.lapID = A T x 2 matrix.1st column = trial number, 2nd column = position along the track, in mm.<br>X = A T x N matrix of binned spike counts<br>Xfilt = A T x N matrix of smoothed spiking. Smoothing was achieved by applying a 1 Hz low-pass filter (8th order Butterworth applied bidirectionally prior to sub-selecting periods of running).neuInfo.mat additionally has a 403x2 matrix, data, the first column of which indicates whether the neuron is an interneuron (0 = non-interneuron, 1=interneuron); the second column of which indicates the confidence that a cell is an interneuron on a 0-5 scale (0 = very unlikely, 5 = very likely).This data set was generated for a mid-semester assessment for an undergraduate Computational Neuroscience course at the Claremont Colleges. If you are a teacher interested in a copy of the assessment and the key, feel free to get in touch.<br>
DOI: 10.6084/m9.figshare.24247411.v3
title: Place cell spiking during running

description: Spiking of isolated CA1 cells while a rat runs along one track of a 3-arm maze. Only periods of running towards one of the 3 reward ports are preserved - other periods, including when the rat is running away from the reward port, are excluded. Sampling frequency is 25 Hz. In the following, T = 1776 time steps and N = 403 neurons.lapID = A T x 2 matrix.1st column = trial number, 2nd column = position along the track, in mm.<br>X = A T x N matrix of binned spike counts<br>Xfilt = A T x N matrix of smoothed spiking. Smoothing was achieved by applying a 1 Hz low-pass filter (8th order Butterworth applied bidirectionally prior to sub-selecting periods of running).neuInfo.mat additionally has a 403x2 matrix, data, the first column of which indicates whether the neuron is an interneuron (0 = non-interneuron, 1=interneuron); the second column of which indicates the confidence that a cell is an interneuron on a 0-5 scale (0 = very unlikely, 5 = very likely).This data set was generated for a mid-semester assessment for an undergraduate Computational Neuroscience course at the Claremont Colleges. If you are a teacher interested in a copy of the assessment and the key, feel free to get in touch.<br>
DOI: 10.6084/m9.figshare.24247411.v2
title: Place cell spiking during running

description: Spiking of isolated CA1 cells while a rat runs along one track of a 3-arm maze. Only periods of running towards the port are preserved. Sampling frequency is 25 Hz. In the following, T = 1776 time steps and N = 403 neurons.lapID = A T x 2 matrix.1st column = trial number, 2nd column = position along the track, in mm.<br>X = A T x N matrix of binned spike counts<br>Xfilt = A T x N matrix of smoothed spiking. Smoothing was achieved by applying a 1 Hz low-pass filter (8th order Butterworth applied bidirectionally prior to sub-selecting periods of running).This data set was generated for a mid-semester assessment for an undergraduate Computational Neuroscience course at the Claremont Colleges. If you are a teacher interested in a copy of the assessment and the key, feel free to get in touch.<br>
DOI: 10.5281/zenodo.10162685
title: Code and data for publication "Assessing carbon cycle projections from complex and simple models under SSP scenarios" published in "Climatic Change"

description: Data and scripts for the article "Assessing carbon cycle projections from complex and simple models under SSP scenarios" by I. Melnikova, P. Ciais, O. Boucher and K. Tanaka was accepted for publication in Climatic Change (https://doi.org/10.1007/s10584-023-03639-5)
 
We use bash, CDO, and python.
SSP2.xlsx contains preprocessed annual estimates of climate and carbon cycle variables from ESMs and SCMs used in the paper.
Two bash scripts contain preprocessing cdo commands for ESM output.s SCMs were preprocessed directly in python.
Jupyter notebook (python) contains preprocessing of data and plotting of all figures of the manuscript. The folder "additional" contains some more Excel files needed to run Jupyter-Notebook. Please adapt the folder names.
If you have any questions, please contact the corresponding author Irina MELNIKOVA at melnikova . irina@nies.go.jp
DOI: 10.5281/zenodo.10162686
title: Code and data for publication "Assessing carbon cycle projections from complex and simple models under SSP scenarios" published in "Climatic Change"

description: Data and scripts for the article "Assessing carbon cycle projections from complex and simple models under SSP scenarios" by I. Melnikova, P. Ciais, O. Boucher and K. Tanaka was accepted for publication in Climatic Change (https://doi.org/10.1007/s10584-023-03639-5)
 
We use bash, CDO, and python.
SSP2.xlsx contains preprocessed annual estimates of climate and carbon cycle variables from ESMs and SCMs used in the paper.
Two bash scripts contain preprocessing cdo commands for ESM output.s SCMs were preprocessed directly in python.
Jupyter notebook (python) contains preprocessing of data and plotting of all figures of the manuscript. The folder "additional" contains some more Excel files needed to run Jupyter-Notebook. Please adapt the folder names.
If you have any questions, please contact the corresponding author Irina MELNIKOVA at melnikova . irina@nies.go.jp
DOI: 10.3886/e127803v1-143345
title: Data and Code for The Effects of the 1930s HOLC “Redlining” Maps

description: This study uses a boundary design and propensity score methods to study the effects of the 1930s-era HOLC “redlining” maps on the long-run trajectories of urban neighborhoods. The maps led to reduced homeownership rates, house values, and rents and increased racial segregation in later decades. A comparison on either side of a city-level population cutoff that determined whether maps were drawn finds broadly similar conclusions. These results suggest the HOLC maps had meaningful and lasting effects on the development of urban neighborhoods through reduced credit access and subsequent disinvestment.
DOI: 10.26179/pq1n-pv95
title: Law Dome Field Logs And Strain Grid Results, 1977
DOI: 10.3886/e111366v1-143346
title: Data and Code for: Maternal Depression, Women's Empowerment, and Parental Investment: Evidence from a Randomized Control Trial

description: We evaluate the medium-term impacts of treating maternal depression on women's mental health, financial empowerment, and parenting decisions. We leverage variation induced by a cluster-randomized control trial that provided psychotherapy to 903 prenatally depressed mothers in rural Pakistan. It was one of the world's largest psychotherapy interventions, and it dramatically reduced postpartum depression. Seven years after psychotherapy concluded, we returned to the study site to find that impacts on women's mental health had persisted, with a 17% reduction in depression rates. The intervention also improved women's financial empowerment and increased both time- and money-intensive parental investments by between 0.2 and 0.3 standard deviations.
description: Response Rates: The starting experimental sample consisted of 463 treated and 440 control mothers. At the 7-year follow-up, we located 295 of the control dyads and 289 of the intervention arm dyads, together corresponding to 64.8% of the baseline sample.A third of the attrition was due to child mortality which was not different by treatment status. The non-experimental group interviewed at the 7-year follow-up consisted of 300 mother-child dyads, 150 from each arm.
description: All women in their third trimester of pregnancy (married, ages 16-45, no other significant illness) who met the DSM-IV criteria for Major Depressive Episode were invited to participate in the study. A total of 3898 women were identified, with 8% refusing before any assessment, and 2% were not found.
description: The Thinking Healthy Program (THP) was a cluster-randomized trial addressing perinatal depression in rural Punjab, Pakistan. <br>The trial was randomized across 40 clusters, these being Union Councils, the smallest geopolitical unit. Twenty clusters were randomizedinto receiving the intervention and twenty to the control arm. Womenwere enrolled during April 2005-March 2006. All women in their thirdtrimester of pregnancy (married, ages 16-45, no other significant illness)who met the DSM-IV criteria for Major Depressive Episode were invitedto participate in the study. A total of 3898 women were identified, with8% refusing before any assessment, and 2% were not found. <br>A total of 3518 women were assessed for clinical depression, with 903(26%) identified as prenatally depressed, a prevalence consistent withprevious estimates for this region (Rahman et al., 2003). There were 463depressed mothers in the clusters randomized to the intervention, and440 in the control arm. Only women diagnosed as depressed completedthe baseline survey. <br>.
description: computer-assisted personal interview (CAPI); computer-assisted self interview (CASI);
DOI: 10.5281/zenodo.8381694
title: GWAS summary stats in "A web-based genome-wide association study reveals the susceptibility loci of common adverse events following COVID-19 vaccination in the Japanese population."

description: Summary stats of the genome-wide meta-analysis with METAL software in the article "A web-based genome-wide association study reveals the susceptibility loci of common adverse events following COVID-19 vaccination in the Japanese population."
https://doi.org/10.1038/s41598-023-47632-5Due to the absence of cases in either population, we were unable to perform GWAS for the following conditions.constipation at BNT162b1 1st dosedyspnea at BNT162b1 1st doseeczema (long-term rash) at BNT162b1 1st dosedyspnea at BNT162b1 2nd dosesneeze at mRNA-1273 1st dosedyspnea at mRNA-1273 1st dose
DOI: 10.5281/zenodo.8381695
title: GWAS summary stats in "A web-based genome-wide association study reveals the susceptibility loci of common adverse events following COVID-19 vaccination in the Japanese population."

description: Summary stats of the genome-wide meta-analysis with METAL software in the article "A web-based genome-wide association study reveals the susceptibility loci of common adverse events following COVID-19 vaccination in the Japanese population."
https://doi.org/10.1038/s41598-023-47632-5Due to the absence of cases in either population, we were unable to perform GWAS for the following conditions.constipation at BNT162b1 1st dosedyspnea at BNT162b1 1st doseeczema (long-term rash) at BNT162b1 1st dosedyspnea at BNT162b1 2nd dosesneeze at mRNA-1273 1st dosedyspnea at mRNA-1273 1st dose
DOI: 10.6084/m9.figshare.24646179.v1
title: Training Set HEPOM neutral reactions

description: The training set for the neutral hydrolysis reactions
DOI: 10.6084/m9.figshare.24646179
title: Training Set HEPOM neutral reactions

description: The training set for the neutral hydrolysis reactions
DOI: 10.6084/m9.figshare.24646185
title: Nicotiana benthamiana KLAB Genome assembly and annotation

description: Nicotiana benthamiana KLAB Genome assembly and annotation
DOI: 10.6084/m9.figshare.24646188
title: Holdout Test Set HEPOM neutral reactions

description: The test set for the neutral hydrolysis reactions
DOI: 10.6084/m9.figshare.24646188.v1
title: Holdout Test Set HEPOM neutral reactions

description: The test set for the neutral hydrolysis reactions
DOI: 10.34740/kaggle/dsv/7069663
title: WallStreetBets 2022
DOI: 10.25952/2by7-vv53
title: Harnessing the power of the innate immune system to protect livestock against disease

description: This collection of data is from four experimental trials between 2019 and 2022, investigating the effect of the immune stimulant Amplimune® (NovaVive Inc., Napanee, Ontario, Canada) on immune and physiological responses in Australian beef cattle. The aim was to explore the potential of the immune stimulant to enhance immune responses and protect cattle against a range of pathogens.
At CSIRO’s Chiswick Research Station near Armidale, NSW, immune and physiological responses were measured following administration of Amplimune to cattle in vivo (live animal), or cattle immune cells in vitro (in the laboratory). Immune responses were measured using a haematological analyser, enzyme-linked immunosorbent assays, cell culture and RNA extraction, PCR and sequencing. Physiological responses were measured using temperature loggers, weight scales and physical assessment (by a veterinarian). These data (except the sequencing data) were all stored in excel spreadsheets. The sequencing data was stored as zipped fastq files.
description: This dataset is stored externally in CSIRO's Data Access Portal.
DOI: 10.6084/m9.figshare.24128646
title: Flow condensation heat transfer and pressure drop for R32, R454B, R454C, R455A, R1234yf, and R1234ze(E)

description: This data provides flow condensation heat transfer and pressure drop for R32, R454B, R454C, R455A, R1234yf, and R1234ze(E) in an axial micro-fin aluminum tube
DOI: 10.25345/c5xp6vd94
title: MassIVE MSV000093515 - Myeloid Cell MHC1 regulates CD8 T cells and NASH
title: Isolated H2KB peptides from control and NASH livers from LDLRKO and Sucrose fed mice.
DOI: 10.26186/149091
title: Solitary Islands Gumbaynggirr Yaegl MP Bathymetry Acquisition (20220017S)

description: The Solitary Islands Gumbaynggirr Yaegl MP bathymetry survey was acquired by the NSW government (Department of Planning and Environment – DPE) onboard the RV Bombora during the period 31 Aug 2022 – 31 Jul 2023, using DPE’s R2Sonic 2022 multibeam sonar. The survey was completed as part of the SeabedNSW program funded by NSW government through Coastal Reforms (&gt;2015), HabMap Program funded through Marine Parks Authority (now under Marine Estate Management Authority) or through collaborations with partner agencies or institutions. The purpose of the project was to 1) provide a baseline dataset and 2) map the spatial distribution of seabed types. This dataset contains a 32-bit floating point geotiff file of bathymetry in 5m resolution for the study area, derived from the processed Hypack, R2Sonic GUI, POSView, POSPac and Qimera software. General details on vessel setup, mobilisation and processing are provided at https://www.environment.nsw.gov.au/-/media/OEH/Corporate-Site/Documents/Research/Our-science-and-research/seabed-nsw-standard-operating-procedures-multibeam-surveying-190101.pdf with survey specific details in the Survey Report and DPIE Rigor Statement (can be provided upon request).This dataset is not to be used for navigational purposes.
DOI: 10.5067/swot-attd-reconst-1.0
title: SWOT Satellite Reconstructed Attitude Data
DOI: 10.5067/swot-slc-1.0
title: SWOT Level 1B High-Rate Single-look Complex Data Product
DOI: 10.6084/m9.figshare.24646248
title: Potential Distribution of Global Wetlands_PDGW.rar

description: Dataset for "Global wetlands: Potential distribution, wetland loss, and status."
DOI: 10.5067/swot-intf-1.0
title: SWOT Level 1B Low-Rate Interferogram Data Product
DOI: 10.5067/swot-lakeavg-1.0
title: SWOT Level 2 Lake Cycle-Averaged Data Product
DOI: 10.5067/swot-lakesp-1.0
title: SWOT Level 2 Lake Single-Pass Vector Data Product
DOI: 10.5067/swot-pixcvec-1.0
title: SWOT Level 2 Water Mask Pixel Cloud Auxiliary Data Product
DOI: 10.5067/swot-pixc-1.0
title: SWOT Level 2 Water Mask Pixel Cloud Data Product
DOI: 10.5067/swot-raster-1.0
title: SWOT Level 2 Water Mask Raster Image Data Product
DOI: 10.5067/swot-riveravg-1.0
title: SWOT Level 2 River Cycle-Averaged Data Product
DOI: 10.5067/swot-riversp-1.0
title: SWOT Level 2 River Single-Pass Vector Data Product
DOI: 10.5067/swot-ssh-1.0
title: SWOT Level 2 KaRIn Low Rate Sea Surface Height Data Product
DOI: 10.6084/m9.figshare.24646305
title: Database of Global Wetland Validation Samples_GWVS.rar

description: A database of global wetland validation samples for wetland mapping.
DOI: 10.5281/zenodo.7387567
title: Global zircon U-Th-Pb geochronology database

description: We present here a database of zircon U-Th-Pb geochronology, which samples the global continental crust and spans nearly the entire Earth's history. This database collects ~2,000,000 geochronology records from ~12,000 papers and theses over a period exceeding 50 years and is by far the largest geochronology database to our knowledge. The lithology of the host rock of the zircon samples includes sedimentary, igneous, and metamorphic rocks. The source references are from the following literature databases: Elsevier, Cambridge, Geological Society of London, Oxford, Springer, Taylor & Francis, Wiley, and China National Knowledge Infrastructure (CNKI). Here, the zircon data collection contains the following two files: 1) “Database” file houses about two million zircon U-Th-Pb dating records, including four ages (206Pb/238U, 207Pb/235U, 207Pb/206Pb, and 208Pb/232Th ages) and their errors, as well as their sample information, dating method, host rock lithology, sampling location, and reference number; 2) “References” file contains the information of the source references corresponding to zircon geochronology records, including reference number, author, year, and other publication information. For each record in the “Database” file, its reference can be found in the “References” file through the reference number. This collection not only provides us with a comprehensive platform to study zircon chronological data in deep time and space but also makes it possible to explore the underlying geodynamic mechanism and the evolution of the Earth system.
description: Files descriptions: 1) Database_part1.xlsx: the first half of the zircon U-Pb geochronology database. This database contains the following fields: Data_number, Ref_number, Sample_number, Method, age206Pb/238U, age206Pb/238U_σ, age207Pb/235U, age207Pb/235U_σ, age207Pb/206Pb, age207Pb/206Pb_σ, age208Pb/232Th, age208Pb/232Th_σ, Lithology, Longitude, and Latitude. 2) Database_part2.xlsx: the second half of the zircon U-Pb geochronology database. 3) References.xlsx: the references of the zircon U-Pb geochronology database. Every record in the "Database" file has its corresponding reference in the "References" file, with the same value for the "Ref_number" field. The "References" file contains the following information: reference number, author, year of publication, journal, volume, and issue.
DOI: 10.5281/zenodo.8303076
title: Global zircon U-Th-Pb geochronology database

description: We present here a database of zircon U−Th−Pb geochronology, which samples the global continental crust and spans nearly the entire Earth's history. This database collects ~2,000,000 geochronology records from ~12,000 papers and theses over a period exceeding 50 years and is by far the largest geochronology database to our knowledge. The lithology of the host rock of the zircon samples includes sedimentary, igneous, and metamorphic rocks. The source references are from the following academic publishers: Elsevier, Cambridge, Geological Society of London, Oxford, Springer, Taylor & Francis, Wiley, and China National Knowledge Infrastructure (CNKI). Here, the zircon data compilation contains "Database" files and a "References" file. The "Database" files contain about two million zircon U−Th−Pb dating records, including four isotope ratios (206Pb/238U, 207Pb/235U, 207Pb/206Pb, and 208Pb/232Th) and errors, four corresponding ages and errors, as well as sample information, dating instrument, dating reference material, host rock lithology, sampling location, and reference number. The "References" file contains the information of the source references corresponding to zircon geochronology records, including reference number, author, year, and other publication information. For each record in the "Database" files, its reference can be found in the "References" file through the reference number. This collection not only provides us with a comprehensive platform to study zircon chronological data in deep time and space but also makes it possible to explore the underlying geodynamic mechanism and the evolution of the Earth system.
 
This database is a supplement to the following article:
Wu, Y., Fang, X., & Ji, J. (2023). A global zircon U–Th–Pb geochronological database. Earth Syst. Sci. Data, 15(11), 5171-5181. https://doi.org/10.5194/essd-15-5171-2023
description: Files descriptions:
1) Database_v2.1_part1.xlsx: the first part of the zircon U−Th−Pb geochronology database. This database contains the following fields: 
Data_number, Ref_number, Sample_number, isotope206Pb/238U, isotope206Pb/238U_σ, isotope207Pb/235U, isotope207Pb/235U_σ, isotope207Pb/206Pb, isotope207Pb/206Pb_σ, isotope208Pb/232Th, isotope208Pb/232Th_σ, age206Pb/238U, age206Pb/238U_σ, age207Pb/235U, age207Pb/235U_σ, age207Pb/206Pb, age207Pb/206Pb_σ, age208Pb/232Th, age208Pb/232Th_σ, Instrument, Reference_material, Lithology, Longitude, and Latitude.

2) Database_v2.1_part2.xlsx: the second part of the zircon U−Th−Pb geochronology database. 

3) Database_v2.1_part3.xlsx: the third part of the zircon U−Th−Pb geochronology database. 

4) References_v2.1.xlsx: the original references of the zircon U−Th−Pb geochronology database. Each record in the "Database" files has its corresponding reference in the "References" file, with the same value for the "Ref_number" field. The "References" file contains the following information: reference number, author, year of publication, title, journal, volume, issue, first page, last page, DOI, URL, and access information.