cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34808/bcfc-3j24
title: Data from environmental sensors installed in two locations

description: The dataset contains data gathered from environmental sensors installed in two locations:
Gdańsk, Traugutta St. (002) - 54°22'13.4"N 18°36'56.4"E
Leźno, Lipowa Al. (003) - 54°20'40.4"N 18°26'37.7"E
Readings cover a period of time from June 1, 2019 to June 8, 2020 and contain temperature, pressure, humidity, lighting (lux), voltage measurement of the rain sensor (inversely proportional to precipitation), air pollution with PM2.5 and PM10 particles. Due to various technical problems, gaps in sensor recording may appear.
The data from each sensor type is placed in a separate csv file, the first column is always a timestamp in the POSIX representation.
The following sensors were used:
Adafruit BME280 - temperature, atmospheric pressure, humidity
Waveshare TSL2581FN – light sensor,
Vaisala Yl-83 – rain dector,
Nova Fitness SDS018 – air sensor (PM2.5, PM10).
DOI: 10.17632/8z6kzvwt5n.1
title: Raw data used in Figures of manuscript titled; Effects of a DNA and multivalent oil-adjuvanted vaccines against pancreas disease in Atlantic salmon (Salmo salar) challenged with salmonid alphavirus subtype 3

description: The raw data in Excel files uploaded here are named according to Figure number in the manuscript, i.e. the figures are built on the raw data in each of the files.
DOI: 10.17632/swyhf77565.1
title: Targeted protein degradation reveals Pol II heterogeneity and functional diversity

description: Pol II subunits are considered to being involved in various transcription-associated processes. It is unclear whether they play differential regulatory roles in gene expression. Here, we performed nascent and mature transcript sequencing after acute degradation of 12 mammalian Pol II subunits and profiled their genomic binding sites and protein interactomes to dissect their molecular functions. We found that Pol II subunits contribute differently to Pol II cellular localization and transcription and carry out preferential regulation of RNA processing (such as RNA splicing and 3’ end maturation). Genes sensitive to depletion of different Pol II subunits tend to be involved in diverse biological functions and have various RNA half-life. The sequences, associated protein factors, and RNA structures are correlated with Pol II subunit-mediated differential gene expression. These findings collectively suggest that the heterogeneity of RNA polymerase II and different genes appear to depend on some of the subunits.
The panels in Figure1B shows the western blot analyses of the protein levels of 12 Pol II subunits  after IAA treatment at the indicated time in mESCs.
The panels in Figure1D shows the western blot analyses of whole-cell extracts from each RPB degron cells treated with IAA at indicated time points.
The panels in Figure2G shows the western blot analyses of indicated aliquots of fractions from the mESC chromatin extracts isolated by size exclusion chromatography on a Superdex 200 increase column.
The panels in FigureS1A were the images of PCR-based genotyping of degron mESCs for each Pol II subunit, with the wild-type cell as the control.
The panels in FigureS1E shows the western blot analyses of the expression of each subunit after 3 h of IAA treatment using antibodies against endogenous RPB subunits.
The panels in FigureS1F shows the western blot analyses of efficient subunit degradation in RPB4, RPB7, RPB11 and RPB12 degron cells exposed to IAA for 96 h, as some cells remained alive.
The panels in FigureS1G shows the western blot analyses of whole-cell extracts from Tir1 parental cells treated with IAA at indicated time points.
The panels in FigureS6B shows the Immunofluorescence analyses of  the distribution of the RPB1 signal (red) before and after the degradation of  each Pol II subunit for 3 h. A decrease in the GFP signal indicates efficient degradation. DAPI staining indicates the nucleus. 
The panels in FigureS6C shows the immunofluorescence analyses of the distribution of the RPB1 signal (red) after degradation of the RPB3/RPB9/RPB10/RPB11 at the indicated time points.
DOI: 10.17632/57x5zrydx6.1
title: bio lubricant data

description: tribological properties of bio lubricants
DOI: 10.17632/prgfgv9n5c.1
title: LINF_310022100

description: hypothetical protein - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/vvf3kvg75j.1
title: LINF_310022000

description: Leucine rich repeat-containing protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/jvrbmj28cz.1
title: LINF_310022600

description: protein kinase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/s6kgb6r3ss.1
title: Indian sign Language-Medical words

description: The dataset contains the RGB images of hand gestures of twenty ISL words, namely, ‘afraid’,’agree’,’assistance’,’bad’,’become’,’college’,’doctor’,’from’,’pain’,’pray’, ’secondary’, ’skin’, ’small’, ‘specific’, ‘stand’, ’today’, ‘warn’, ‘which’, ‘work’, ‘you’’ which are commonly used to convey messages or seek support during medical situations. All the words included in this dataset are static. The images were captured from 8 individuals including 6 males and 2 females in the age group of 9 years to 30 years. The dataset contains a 18000 images in jpg format. The images are labelled using the format ISLword_X_YYYY_Z, where:
•	ISLword corresponds to the words ‘afraid’, ‘agree’, ‘assistance’, ‘bad’, ‘become’, ‘college’, ‘doctor’ ,‘from’, ’pray’, ‘pain’, ‘secondary’, ‘skin’, ‘small’, ‘specific’, ‘stand’, ‘today’, ‘warn’, ‘which’, ‘work’, ‘you’.
•	X is an image number in the range 1 to 900.
•	YYYY is an identifier of the participant and is in the range of 1 to 6.
•	Z corresponds to 01 or 02 that identifies the sample number for each subject.
For example, the file named afraid_1_user1_1 is the image sequence of the first sample of the ISL gesture of the word ‘afraid’ presented by the 1st user.
DOI: 10.17632/34b4hw949h.1
title: Residential rooftop solar installation in China, 2021 (city-level)

description: This data set contains city-level new installation of residential rooftop solar capacity for the year 2021 in China
DOI: 10.17632/nm397wy4hx.1
title: LINF_310022700

description: hypothetical protein - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/8bfn364nhj.1
title: Changes in precipitation have both direct and indirect effects on typical steppe net primary productivity in Loess Plateau, China 

description: Responses of vegetation community biodiversity, productivity and soil characteristics to precipitation treatments.
DOI: 10.17632/hxc4k97vmp.1
title: Assessment of scale up and relocation of technical building services for battery cell production

description: This folder contains comprehensive static and temporal data about TBS's energy and power demand, particularly HVAC systems supplying dry rooms for battery production. Note that this folder only contains the data sets. Additional code and further documentation can be found in the corresponding Github repository.
22 locations around the world are considered and 10 size scales are available for each location. In addition,
three variants of the internal loads (heat and moisture loads) were calculated for each size scale. Therefore, 30 simulation variants are available per location.
This leads to a total of 660 simulation cases contained in the data sets.
With the data set, scaling factors S in the range of 0.5 - 9 can be considered, which corresponds to volume flows of 5500 m3/h - 99000 m3/h.
DOI: 10.5281/zenodo.6959514
title: Supporting Information - Optimizing hydrogen microgrids to facilitate diesel exit and meet the energy needs of remote and northern communities

description: This file accompanies "Optimizing hydrogen microgrids to facilitate diesel exit and meet the energy needs of remote and northern communities" by Ian Maynard and Ahmed Abdulla. This supporting information contains: Nomenclature Data inputs Cost ratios used in cost calculations References Optimization results of 40 communities discussed in the paper above
DOI: 10.5281/zenodo.6959513
title: Supporting Information - Optimizing hydrogen microgrids to facilitate diesel exit and meet the energy needs of remote and northern communities

description: This file accompanies "Optimizing hydrogen microgrids to facilitate diesel exit and meet the energy needs of remote and northern communities" by Ian Maynard and Ahmed Abdulla. This supporting information contains: Nomenclature Data inputs Cost ratios used in cost calculations References Optimization results of 40 communities discussed in the paper above
DOI: 10.17632/sj8tjmjycj.1
title: Surface Roughness Data from Laser Polishing Additively Manufactured Co-Cr Alloy

description: 24 different surface texture parameters were calculated from additively manufactured Co-Cr surfaces (as printed and after laser polishing) varying 5 different laser polishing parameters.
DOI: 10.3886/e125381
title: Data and code for: Place-Based Drivers of Mortality: Evidence from Migration

description: We estimate the effect of current location on elderly mortality by analyzing outcomes of movers in the Medicare population. We control for movers' origin locations as well as a rich vector of pre-move health measures. We also develop a novel strategy to adjust for remaining unobservables, using the correlation of residual mortality with movers' origins to gauge the importance of omitted variables. We estimate substantial effects of current location. Moving from a 10th to a 90th percentile location would increase life expectancy at age 65 by 1.1 years, and equalizing location effects would reduce cross-sectional variation in life expectancy by 15 percent. Places with favorable life expectancy effects tend to have higher quality and quantity of health care, less extreme climates, lower crime rates, and higher socioeconomic status.
DOI: 10.3886/e125381v2
title: Data and code for: Place-Based Drivers of Mortality: Evidence from Migration

description: We estimate the effect of current location on elderly mortality by analyzing outcomes of movers in the Medicare population. We control for movers' origin locations as well as a rich vector of pre-move health measures. We also develop a novel strategy to adjust for remaining unobservables, using the correlation of residual mortality with movers' origins to gauge the importance of omitted variables. We estimate substantial effects of current location. Moving from a 10th to a 90th percentile location would increase life expectancy at age 65 by 1.1 years, and equalizing location effects would reduce cross-sectional variation in life expectancy by 15 percent. Places with favorable life expectancy effects tend to have higher quality and quantity of health care, less extreme climates, lower crime rates, and higher socioeconomic status.
DOI: 10.17632/xn2wy75f8m.2
title: Deep Potato

description: Deep Potato - hyperspectral imagery of potato leaves with reference measurements dataset: towards potato physiological features modeling.

The dataset contains 8 high-resolution hyperspectral orthophoto maps for deep learning modeling, stored in the "orthophoto_maps" folder. The maps are encoded in ENVI format. For each map 2 files: HDR file with the necessary information and BSQ file with imagery data are provided. The BSQ files are compressed as ZIP.
- for reference, there are 60 lab measurements supplemented as well as 74 physiological measurements based on collected plants' material, both with precise geolocation data linking the measurements and the orthophoto maps. Those files are stored in the "measurements" folder,
- hyperspectral images, extracted from orthophoto maps, stored in the "images" folder - you will find 84 different images there, stored in binary format (could be easily opened using python numpy library).
- a "dataset_presentation.html" file with a brief presentation of the dataset.

This data repository contains analytical data for the following submitted publication:
- Ruszczak B., Boguszewska-Mańkowska D.: Deep Potato – the hyperspectral imagery of potato cultivation with reference agronomic measurements dataset: towards potato physiological features modeling, 
Data in Brief, 2022, 108087, ISSN 2352-3409, https://doi.org/10.1016/j.dib.2022.108087
DOI: 10.17632/zs62pcmhf9.1
title: BOXVR Ossining Pilot Project

description: Datasets for primary outcome measures, enjoyment and heart rate in 42 participants randomized into 3 weeks of BOXVR or guided boxing video or control
DOI: 10.17632/5ss54b9bwh.4
title: Quantifying voyage optimisation with wind propulsion for short-term CO2 mitigation in shipping.

description: Data availability description

This study quantifies the interaction between wind propulsion and voyage optimisation to reduce carbon emissions in the global shipping sector. The repository contains the following folders: “Model code”, “Panamax ship performance files” and “Results and figure data”.

First, the model uses the “create_batch_input_files.py” to split the simulations by month, route, ship type (wind-assist/reference) and simulation type (GCR/optimised), defines the constants for each batch of simulations and saves to a text file. Main.py then runs the sequential steps of the model as follows:

1.	Load input variables from the batch text files (uses “my_constants.py”)
2.	Loop across the month in the specified time steps
3.	Load the u and v components of wind from the ECMWF ERA-Interim dataset and filter using GSHHS data (uses “wind_data_file_name.py”, “load_wind_data.py” and “filter_grid.py”)
4.	Create the GCR grid and the three-dimensional spatial grid (if using) and calculate the wind speed and wind angle at each grid point (add the weather) (uses “gcr_calc.py”, “dp_grid_three_d.py”, “add_wind_data.py” and “wind_class.py”)
5.	Calculate the fuel consumption of the reference ship with no sails at 12 knots and the fuel consumption of the wind-assisted ship on the out and return legs of EITHER
a.	the GCR or
b.	the optimised voyage
for the input route and all arrival times. Also tracks the currents using NOAA current data (uses “route_calcs.py”, “dp_algorithm_three_d.py”, “ship_model_integration.py”, “land_avoidance.py”, “functions.py” and “load_current_data.py”)
6.	Calculate the fuel savings of the wind-assisted ship relative to the reference ship at 12 knots on either the GCR or the optimised voyage
7.	Save the data

The Panamax ship performance files folder stores the data for the Panamax ship performance. Data is stored for ship speeds from 8 to 13 knots in intervals of 1 knot. Data is stored for both the wind-assisted ship with four Flettner rotors installed, and a reference ship with no Flettner rotors installed. A flag file is also included for each, which describes the speed state of the ship (whether the sails are providing full power and need to depower, or whether the ship can’t physically maintain the speed).

The Results and figure data files contains the source data for the results, in Excel format.
DOI: 10.17632/63wc9x4p8f.1
title: LINF_310023000

description: cytochrome c oxidase VIII (COX VIII)
Leishmania infantum (strain JPCM5)
DOI: 10.17632/gbbts3k2v7.1
title: LINF_310023200

description: mitoribosomal protein bL36m
Leishmania infantum (strain JPCM5)
DOI: 10.17632/4xjhp5kph3.1
title: LINF_310023100

description: hypothetical protein - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/rfhf7wjydn.1
title: Steady state core flood data for hydrogen- and nitrogen-water systems

description: The experimental dataset used in the publication "Hydrogen relative permeability hysteresis in underground storage", submitted to Geophysical Research Letters.

The dataset includes the steady measurements of hydrogen-water relative permeability hysteresis from three experiments: primary drainage, imbibition, and secondary drainage. In addition, nitrogen-water relative permeability was measured during primary drainage. 

The four files have a similar structure, containing four worksheets: water saturation from x-ray scan (Scan_Sw), production data either from x-ray scan or separator (prod_from_), differential pressure (dp), and calculated relative permeabilities (Kr).
DOI: 10.17632/ds5p4xxvcp.1
title: LINF_310023300

description: internalin-A like protein | leucine-rich repeat (LRR) protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/29kyrfy2dr.5
title: Supplementary materials for the manuscript Phenotypic Characteristics and Variability in CHARGE Syndrome: A PRISMA-Compliant Systematic Review and Meta-Analysis

description: Supplementary Material 1 to accompany the manuscript Phenotypic Characteristics and Variability in CHARGE Syndrome: A PRISMA-Compliant Systematic Review and Meta-Analysis. Supplementary material 1 includes Appendix 1 - PRISMA (2020) checklist, Appendix 2 - Detailed search strategy, Appendix 3 - Reference list of studies identified through manual searches, Appendix 4 - Inclusion and exclusion criteria used for study selection, Appendix 5 - Quality appraisal, Appendix 6. Sensitivity assessments, Appendix 7 - Forest plots and sensitivity analysis for diagnostic signs, Appendix 8 - Incidence of physical characteristics and conditions associated with CHARGE syndrome reported in eligible studies, Appendix 9 -  Forest plots and sensitivity analysis for physical characteristics and conditions, Appendix 10 - Details of Quality Weighted Pooled Prevalence Estimates and Subgroup and Sensitivity Analysis for Cognitive, Behavioural, Psychological and Sleep Characteristics, Appendix 11 - Operational Definitions for Behavioural, Psychological, Cognitive and Sleep Characteristics in CHARGE Syndrome, Appendix 12 - Meta-Regression Estimates of The Effects of Co-Occurring Characteristics on Behavioural, Psychological, Cognitive and Sleep Characteristics in CHARGE Syndrome. Statistical Significance Evaluated Using Benjamini-Hochberg Adjustment for Multiple Comparisons, Appendix 13 - Meta-Regression Estimates of Genotype-Phenotype Correlations in CHARGE Syndrome. Statistical Significance Evaluated Using Benjamini-Hochberg Adjustment for Multiple Comparisons and Appendix 14 - Meta-Regression Estimates for Each Characteristic Identified to be Associated with CHARGE syndrome using Year of Publication as the Moderator Variable. Statistical Significance Evaluated Using Benjamini-Hochberg Adjustment for Multiple Comparisons

Supplementary Material 2 to accompany the manuscript Phenotypic Characteristics and Variability in CHARGE Syndrome: A PRISMA-Compliant Systematic Review and Meta-Analysis. The Supplementary Material 2 file includes the R code used for the meta-analysis, sensitivity analysis, subgroup analysis and meta-regression.
DOI: 10.17632/nzvzmffc9j.1
title: LINF_310022900

description: hypothetical protein - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/4rtnmg28y2.2
title: Mag&ElecSynergy

description: This dataset corresponds the experiments mentioned in the article "Magnetic and electric antennas synergy for PD measurement in GIS: power flow and  reflection suppression ". In the head of each column it can be found the corresponding Figure, subplot and the variable measured. The description of how the data was gathered can be found in the same paper. 
The data corresponding to Fig. 13  is the raw pulse measurements (in the time domain) for each estimated charge shown in this figure.
DOI: 10.17632/bjy943nbrz.1
title: Refining HER2-low in I-SPY2

description: The "Normalized multi-omics input.txt" includes 23 differential genes and 27 clinical and pathological indicators as the multi-omics inputs in 368 HER2-low BC patients.
The "Normalized Attribution Results.txt" includes the calculation results of feature attribution values based on Neural network and Integral gradients. Accordingly, the pCR signatures of HER2-low BC can be visualized by a heatmap.
DOI: 10.17632/hctfmnyzsx.1
title: Vina-wind speed

description: column1: coastal station
column2: station measurement date
column3: station measurement hour
column4: station latitude
column5: station longitude
column6: station measured sea wind direction
column7: station measured sea wind speed
column8: VH backscatter of Sentinel-1
column9: VV backscatter of Sentinel-1
column10: radar incident angle of Sentinel-1
column11:  radar incident angle cosine
column12:  radar incident angle cosine logarithm
column13: cosine angle normalized VH backscatter
column14: cosine angle normalized VV backscatter
OTHER: correlation analyse
DOI: 10.17632/6k9h97xsmn.1
title: EFFECT OF THERMAL TREATMENT ON THE 4f-HOPPING CONDUCTIVITY OF CeO2 EXPOSED TO CO(g) ATMOSPHERE

description: In this work, the effect of the thermal treatment of CeO2 on the film response against CO is analyzed. The powders characterization was performed using the techniques of X-Rays Diffraction, Raman Spectroscopy, UV-Visible and Scanning Electron Microscopy. A fluorite-type crystalline structure was observed in both samples, with the one calcined at 900°C presenting a higher degree of crystallinity as well as a defined morphology formed by the set of (100), (110) and (111) surfaces. The band-gap energy value obtained was 3.35 and 3.37 eV, for the 600 and 900°C samples, respectively. The two-point probe technique was used for the electrical resistance measurements as a function of temperature in gaseous atmospheres such as dry air (760 mmHg), vacuum (10-3 mmHg) and carbon monoxide (CO, 100 mmHg). Finally, the values of the activation energy and pre-factors A in air, vacuum and CO were calculated for correlating the electrical measurements with the sample morphologies.
DOI: 10.17632/nv5dhfj86t.1
title: Digital rock dataset for use in machine learning research of permeability prediction

description: Digital rock dataset for use in machine learning research of permeability prediction
DOI: 10.17632/8fvgwxd93z.1
title: dataset 1

description: Data related to study 'Exploring the lifelong links between adversity and personality and what might loosen them'.
DOI: 10.17632/4mnxfx7byy.1
title: TELEFISIO-ON-COVID

description: This dataset has been generated with SPSS software, but as figures were done with Graphpad Prism 8.0, this file has been upload.
DOI: 10.17632/kkhf6r33bc.1
title: Dynamic assessment of soil hydromechanical behaviour under evaporation, using non-contact infrared thermography

description: Dynamic assessment of soil hydromechanical behaviour under evaporation, using non-contact infrared thermography
DOI: 10.17632/zt3ycs2kzc.1
title: Data for: NanoFlow Sheath Voltage Free Interfacing of Capillary Electrophoresis and Mass Spectrometry

description: These data are related to the following publication:
Yousef S. Elshamy, Timothy G. Strein, Lisa A. Holland, Chong Li, Anthony DeBastiani, Stephen J.  Valentine, Peng Li, John A. Lucas, Tyler A. Shaffer, NANOFLOW SHEATH VOLTAGE-FREE INTERFACING OF CAPILLARY ELECTROPHORESIS AND MASS SPECTROMETRY FOR THE DETECTION OF SMALL MOLECULES.  Analytical Chemistry
DOI: 10.17632/yvvwyrpc2h.1
title: LINF_310019400

description: pentamidine resistance protein 1 | ABCC4
Leishmania infantum (strain JPCM5)
DOI: 10.17632/jmdffdwmg9.1
title: LINF_310022800

description: mitoribosomal protein mL43
Leishmania infantum (strain JPCM5)
DOI: 10.17632/h8kty9jmf7.1
title: Surfaces with instant and persistent antimicrobial efficacy against bacteria and SARS-CoV-2. Dhyani et al.

description: Movie S1. Fluorescence microscopy. High-speed disinfection of E. coli on PU+35%AT in comparison to polyurethane control. The live E. coli cells appear green, while the deal E. coli cells appear red.

Movie S2. Cell phone contamination experiment. Cell phone screen coated with PU+35%AT (thickness = 200 ± 50 μm) maintains its touch screen functionality.
DOI: 10.17632/xwbx9s6tz2.1
title: SARS-CoV-2 CD8+ T cell killing assays using replicating viruses and transgenic antigens. Mateyka et al.

description: Supplementary videos of xCELLigence based target antigen killing assay of the brightfield channel overlayered with the RFP channel (2 images/second, 72h total). Uploaded are videos for competent A549-Nsp2 cells as well as of competent A549-Gaussia cells with the addition of SARS-CoV-2-specific, TCR-engineered CD8+ T cells (E:T ratio 3:1, S13 and S32).