cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5445/ir/1000086506
title: GLORIA Chemistry Mode temperature and trace gas retrievals from the POLSTRACC/GW-LCYCLEII/GWEX/SALSA campaigns 2015/2016

description: The Gimballed Limb Observer for Radiance Imaging of the Atmosphere (GLORIA) was operated on board the German High Altitude and Long Range Research Aircraft (HALO) during the PGS (POLSTRACC/GW-LCYCLE/SALSA) aircraft campaigns in the Arctic winter 2015/2016. Research flights were conducted from 17 December 2015 until 18 March 2016 within 25–87°N, 80°W–30°E. From the GLORIA infrared limb-emission measurements, two-dimensional cross sections of temperature, HNO3, O3, ClONO2, H2O and CFC-12 are retrieved. During 15 scientific flights of the PGS campaigns the GLORIA instrument measured more than 15000 atmospheric profiles at high spectral resolution. Dependent on flight altitude and tropospheric cloud cover, the profiles retrieved from the measurements typically range between 5 and 14km, and vertical resolutions between 400 and 1000m are achieved. The estimated total (random and systematic) 1σ errors are in the range of 1 to 2K for temperature and 10% to 20% relative error for the discussed trace gases.
DOI: 10.5518/743
title: Data for the publication ‘A new instrument for time-resolved measurement of HO2 radicals’

description: Time resolved OH and HO2 traces for the reactions of the hydroxyl radical with hydrogen peroxide (H2O2), methanol (CH3OH) and n-butanol (nC4H9OH)
DOI: 10.6084/m9.figshare.26830264
title: Arf family GTPases are present in Asgard archaea

description: The evolution of eukaryotes is a fundamental event in the history of life. The closest prokaryotic lineage to eukaryotes, the Asgardarchaeota, encode proteins previously found only in eukaryotes, providing insight into their archaeal ancestor. Eukaryotic cells are characterized by endomembrane organelles, and the Arf family GTPases regulate organelle dynamics by recruiting effector proteins to membranes upon activation. The Arf family is ubiquitous among eukaryotes, but its origins remain elusive. We report a group of prokaryotic GTPases, the ArfRs, which are widely present in Asgardarchaeota. Phylogenetic analyses reveal that eukaryotic Arf family proteins arose from the ArfR group. Expression of representative Asgardarchaeota ArfR proteins in yeast and X-ray crystallographic studies demonstrate that ArfR GTPases possess the mechanism of membrane binding and structural features unique to Arf family proteins. Our results indicate that Arf family GTPases originated in the archaeal ancestor of eukaryotes, consistent with an endomembrane system evolving early in eukaryogenesis.Here we provided source data for phylogenetic analyses. For each analysis, four files are provided:*_unaligned.fasta - unaligned protein sequences, in some cases trimmed to the GTPase domain*_alignment.fasta - multiple sequence alignment (details about programs are provided in Supplementary information and Supplementary Table 5)*_trimmed_alignment.fasta - trimmed multiple sequence alignment, input for phylogenetic analysis (details about programs and settings are provided in Supplementary information and Supplementary Table 5)*_newick tree.treefile - phylogenetic tree in the Newick formatPreprint is available at bioRxiv: https://doi.org/10.1101/2024.02.28.582541
DOI: 10.1285/i20705948v15n3p646
title: Structural statistics on enterprises with foreign production

description: The transition from business accounting to national accounts is carried out in this paper. The institutional units having a predominant economic interest in Italy are identified in particular for the sectors linked to Construction, Civil engineering works and Trade activities. A multivariate analysis of the economic variables (production, employment, labor costs, intermediate consumptions) allows to measure effective performance, both economic and financial, for global enterprises. Fiscal and statistical data with a profiling of these enterprises make possible to select a sub-set of medium and large sized units potentially interested in the phenomenon of foreign branch offices.
DOI: 10.15151/esrf-es-964150940
title: Combined in situ XAS-XES of bioinspired Cu-MOFs as methane partial oxidation catalysts

description: This proposal aims to characterize by Cu k-edge XAS, HERFD-XANES, vtc-XES and RIXS to disclose the finest details on the redox chemistry of Cu sites hosted within a selection of Cu-MOFs. In particular, structural and redox behavior will be investigated during the stepwise methane to methanol reaction. These MOFs, belonging to the UiO-6X family, have been post-synthetically treated to introduce various biomimetic anchoring site, as inspired by the histidine brace coordinating Cu in some enzymes capable of performing C-H bond oxidation. With each technique, will focus on the main reaction stages (desolvation, oxidation and reactivity with CH4). Special care will be put in characterizing the oxidized state, aiming at the identification of potentially active Cu-O species. These outcomes will provide unprecedented structural details on the local environment in such Cu-MOFs at the various reaction stages.
DOI: 10.1594/pangaea.909141
title: Swiss Early Meteorological Observations

description: A collection of early instrumental meteorological records for 40 locations in Switzerland covering the 18th and 19th century. Available variables are air temperature, pressure, precipitation, snow depth, snow/rain occurrence, humidity, wind force and direction, cloud cover, wet bulb temperature, water temperature, soil temperature, and weather description, for a total of over 2.5 million observations. Air temperature, pressure, and precipitation data have been converted to modern units and quality controlled. Time has been converted to UTC.
DOI: 10.1594/pangaea.929434
title: Ice radar raw data (sigma S6 ice radar) of RV POLARSTERN during cruise PS122/1

description: The radar system on board of Polarstern features a rotating antenna that is mounted on the observation deck, above the bridge. The antenna transmit microwave pulses at short intervals, which are reflected back to the radar system by the water or pack ice. This produces an image of the positions of ice floes within a radius of 3 nautical miles (ca. 5,4 km) and their sizes in relation to the ship. The imaging technique offers an undiminished view and remains unaffected by weather or darkness, i.e., it can penetrate rain clouds and fog and therefore offers an undiminished view even at night. The sector without information is blogged by ship facilities.The RV Polarstern's marine radar systems operated throughout the drift phase of MOSAiC. The imaging system, which shows Polarstern in the centre of the screen, offers vital information on floe movements, deformation and formation of cracks in the ship's immediate vicinity.
DOI: 10.17189/1519715
title: JUNO J/SW JOVIAN AURORAL DISTRIBUTION CALIBRATED V1.0
DOI: 10.17632/7yk2rbzcgx.1
title: 'Chemical weathering and erosional response of Northern New Guinea to orbital-scale climate variability' data set

description: These are the supplementary data sets for the submitted AGU paper 'Chemical weathering and erosional response of Northern New Guinea to orbital-scale climate variability'; contains grain size, clay mineralogy, major and trace elements, radiogenic isotopes, and zircon geochronology.
DOI: 10.17632/ngdgg79rzb.1
title: Dataset of Tomato Leaves

description: This database is divided into two datasets for tomato leaf images according to different image sources. The tomato leaf images of the first dataset are selected from the PlantVillage database with ten categories (nine disease categories and one health). Each image is composed of a single leaf and a single background, for a total of 14,531 images. After combining the original tomato leaf images and deleting unnecessary categories, we then adjusted the image size from 256 * 256 to 227 * 227. Afterwards, this database is divided into five subsets of 5-fold cross-validation. The detailed categories of the first dataset are: (1) Bacterial spot, (2) Early blight, (3) Healthy, (4) Late blight, (5) Leaf Mold, (6) Septoria leaf spot, (7) Target Spot, (8) Tomato mosaic virus, (9) Tomato yellow leaf curl virus, (10) Two-spotted spider mite The second dataset is images of Taiwan tomato leaves, with six categories (five disease categories and one health). It consists of a single leaf, multiple leaves, a single background and a complex background. We have 622 original images. The size of the picture is different, and we unified the image size to 227 * 227. Then we use data augmentation method to increase the number of pictures, including clockwise rotation with 90 degrees, 180 degrees, and 270 degrees; horizontal mirroring, vertical mirroring, reducing image brightness and increasing image brightness, etc. There are 4,976 images after data enhancement. The detailed categories of the second dataset are: (1) Bacterial spot, (2) Black leaf mold, (3) Gray leaf spot, (4) Healthy, (5) Late blight, (6) Powdery mildew
DOI: 10.17864/1947.112
title: TAMSAT Daily Rainfall Estimates (Version 3.0)

description: The dataset comprises high resolution (0.0375 degrees) satellite-derived daily rainfall estimates for all Africa from January 1983 to December 2016 (data from 2017 onwards can be downloaded from the TAMSAT website: http://www.tamsat.org.uk/). The dataset is derived from TAMSAT Version 3.0 pentadal (5-day) rainfall estimates (1983-present). Although the principle features of the TAMSAT rainfall estimation approach have remained the same in generating TAMSAT Version 3.0, the calibration used in Version 3.0 differs markedly to Version 2.0 and is designed to better capture local variations in the rainfall climate while reducing problems associated with Version 2.0. Additionally, the timestep for the primary rainfall estimate is 5-day (pentad) in Version 3.0, compared to 10-day (dekad) in Version 2.0. Further details can be found on the TAMSAT website.
DOI: 10.17909/7nt2-mk29
title: Exoplanet spectra obtained with WFC3 and STIS

description: A Population Analysis of 20 Exoplanets Observed from the Optical to the Near-infrared Wavelengths with HST: Evidence for Widespread Stellar Contamination
DOI: 10.22008/promice/data/aws
title: Programme for monitoring of the Greenland ice sheet (PROMICE): Automatic weather station data
DOI: 10.23708/d7nadx
title: Network, Employment, dEbt, Mobility, and Skills in South India Survey (NEEMSIS-2, 2020-2021)

description: These data come from the NEEMSIS-2 (Network, Employment, dEbt, Migration and Skills in India Survey) wave carried out in 2020-21 among 631 households in more than 10 villages in the districts of Cuddalore and Kallakurichi (ex Viluppuram), in the rural region of Tamil Nadu (South India). This is the third wave of a multi-thematic household and individual survey (employment, financial practices, agriculture, education, migration, skills, social networks). The first wave is known as the RUME (RUral Microfinance and Employment survey) and took place in 2010. The second wave is NEEMSIS-1, which took place in 2016-17. For more informations about the survey see the NEEMSIS website. Three documentation files in PDF format are provided: "ODRIIS_NEEMSIS2_manual", the survey manual explaining survey methodology, file descriptions and the content of files and variables; "ODRIIS_NEEMSIS2_HHquest", the household questionnaire; "ODRIIS_NEEMSIS2_indivquest", the individual questionnaire. Six Stata files (.dta) are provided: NEEMSIS2-HH; NEEMSIS2-loans_mainloans; NEEMSIS2-occupations; NEEMSIS2-migrations; NEEMSIS2-ego; NEEMSIS2-alters. To ensure anonymity, names and addresses have been removed. The name of the village has also been scrambled.
DOI: 10.24432/c53k8q
title: MNIST Database of Handwritten Digits
DOI: 10.24432/c5xp4p
title: Diabetic Retinopathy Debrecen
DOI: 10.25318/1110001201-eng
title:  Distribution of total income by census family type and age of older partner, parent or individual

description: Families of tax filers; Distribution of total income by census family type and age of older partner, parent or individual (final T1 Family File; T1FF).
DOI: 10.25504/fairsharing.d7b6c8
title: FAIRsharing record for: Brazilian Rare Disease Portal 
title: RARASBR

description: This FAIRsharing record describes:  The Brazilian Online Atlas of Rare Diseases service from the National Network of Rare Diseases. This portal was developed to disseminate information from the nationally representative survey about the epidemiology, clinical picture, diagnostic and therapeutic resources used and costs with rare diseases of genetic and non-genetic origin in Brazil, in addition to other relevant information and knowledge involving the domain of rare diseases. Although the database was collected in Portuguese, there is a translation of the metadata and supporting documentation in English available and linked from this record (10.5281/zenodo.13643431). 
description: The source of this description is the metadata record on FAIRsharing.org, an educational and informative resource that describes and links databases, standards, and data policies. FAIRsharing also creates collections of these resources and recommendations of databases and standards based on 3rd party data policies.
DOI: 10.26093/cds/vizier.35001109
title: Rotational spectrum of HCOO^13^CH_3_

description: VizieR online Data Catalogue associated with article published in journal Astronomy & Astrophysics with title 'Rotational spectrum of ^13^C_2_-methyl formate (HCOO^13^CH_3_) and detection of the two ^13^C-methyl formate in Orion.' (bibcode: 2009A&A...500.1109C)
DOI: 10.26186/147396
title: Bonaparte and Browse basins 3D seismic derived bathymetry compilation (20220002C)

description: The Bonaparte and Browse Basins 3D seismic derived bathymetry compilation (20220002C) was produced by the University of Western Australia, Norwegian Geotechnical Institute and UniLasalle in collaboration with Geoscience Australia through the AusSeabed initiative. The compilation integrates 127 bathymetry grids derived from available and workable 3D seismic datasets into a 30 m resolution 32-bit geotiff. A detailed workflow is described in: Lebrec, U., Paumard, V., O'Leary, M. J., and Lang, S. C., 2021, Towards a regional high-resolution bathymetry of the North West Shelf of Australia based on Sentinel-2 satellite images, 3D seismic surveys, and historical datasets: Earth System Science Data, v. 13, no. 11, p. 5191-5212 https://doi.org/10.5194/essd-13-5191-2021, 2021. This dataset is not to be used for navigational purposes.
DOI: 10.48668/9aktct
title: Upper ocean instability in the subpolar North Atlantic and its implications for deep water formation during interglacials

description: Data for the paper: Upper ocean instability in the subpolar North Atlantic and its implications for deep water formation during interglacials. Includes all original data from the paper.
DOI: 10.5067/modis/myd04_l2.006
title: MYD04_L2 MODIS/Aqua Aerosol 5-Min L2 Swath 10km
DOI: 10.5281/zenodo.10118191
title: GlassBench

description: Dataset containing simulation data and machine-learning model predictions for a two-dimensional and a three-dimensional glassy liquid. The set also includes python scripts to reproduce the benchmarking performed for the manuscript "Roadmap on machine learning glassy liquids". Detailed descriptions can be found in the separate README files, which also contain the references which should be cited if this dataset is used for research.
DOI: 10.5281/zenodo.12539196
title: Deposition characteristics of debris flows in wooded channel

description: This dataset mainly contains point cloud data of debris flow deposition landforms in wooded channel and data reflecting the physical and movement characteristics of debris flows. These data were obtained through physical model experiments.
DOI: 10.5281/zenodo.12615565
title: Impact of Upper-Plate Faulting on Megathrust Foreshocks: Insights from the 2014 Iquique Earthquake

description: Data set from the work: Impact of Upper-Plate Faulting on Megathrust Foreshocks: Insights from the 2014 Iquique Earthquake. DOI:

input_files.tar.gz contains all the files (params, mesh, fault geomtry) necessary to run the python codes that will create the in.param files to be run using UniCyclE.

in-param-files.tar.gz contains the in.param, rfaults.flt.2d, volume.ned, volume.trv. All these files will be used to run UniCyclE for each mnodel.

vel_SAM.dat are the coseismic displacement of the continuous GPS stations that captured the Mw8.1 2014 Iquique earthquake, relative to South America.

20_temp.csv is the temperature model used to compute the thermally activated viscoelastic behavior in the continental and oceanic mantle using a power creep law. 

the grl_codes.zip contains all the data and a jupyter notebook to process the results from the model in the same way as it is done in the paper in Figure 3.
DOI: 10.5281/zenodo.1305770
title: Pieber_Acp2018_Gasolinesoa

description: Data related to publication by Pieber et al., in ACP, 2018 (https://www.atmos-chem-phys.net/).

This data set includes emission factors reported in Figs. 2 and 4, SOA yields from Fig. 6, and bulk elemental composition<br>
of SOA from Fig. 7. Additional data are available in the Supplement to the article. Further information will be provided upon<br>
request to the corresponding authors.
DOI: 10.5281/zenodo.13117744
title: reporting guideline of ARRIVE version 2.0 of paper
DOI: 10.5281/zenodo.13879461
title: dataset of financing risk for islamic banking in Indonesia (semi-annual 2006-2022)
DOI: 10.5281/zenodo.13987646
title: Dataset for Periodic phase-separation during meniscus-guided deposition

description: Partial dataset for the publication: Periodic phase-separation during meniscus-guided deposition, authored by R. de Bruijn, A.A. Darhuber, J.J. Michels, P. van der Schoot.

The data files contain the relevant volume fraction fields for Figures 6 and 10 of this publication.
DOI: 10.5281/zenodo.14179390
title: Dataset for Widespread occurrence of lava lakes on Io observed from Juno by A. Mura et al.

description: This database provides supplementary information for the Article:

Widespread occurrence of lava lakes on Io observed from Juno

by Alessandro Mura, Federico Tosi, Francesca Zambon, Rosaly M. C. Lopes, Pete J. Mouginis-Mark, Jani Radebaugh, Alberto Adriani, Scott Bolton, Julie Rathbun, Andrea Cicchetti, Davide Grassi, Raffaella Noschese, Giuseppe Piccioni, Christina Plainaki, Roberto Sordini, Giuseppe Sindoni

 

The data can be read with MATLAB. Each file name has the following convention:

 

[Name of patera] _ [BAND] _ [ORBIT] _ [FILE]

The data is a structure with the following fields:

 

 DATA.dat= calibrated data frame

        DATA.SCLK_SCI = SCLK time

        DATA.SCI_GeometryEpoch = ASCII time, not for geometry calibration

        DATA.File_Name_ACQ = PDS name

        DATA.File_Name_EGSE= EGSE name

        DATA.Name_cube= Cube name

 

Each file may contain more than one frame. Each frame is 256 lines x 432 columns, and contains the calibrated band radiance in the L (lines 1 to 128) and M (lines 129 to 256) bands). Geometry can be obtained via the SPICE software by using the proper SCET time.

The SCET can be obtained with cspice_scs2e from the provided  SCLK_SCI field.

 

The names of the Patera are the same as in the article with the following exceptions:

 

Kibero is Unknown 03

Dingir P. is Unknown 04

JR055 is Unknown 02

JR230 is Unknown 05 

JR229 is Unknown 06 

Hatchawa P. is Unknown 17

JR207 is Unknown 16 

 

Along with the data, we provide images of the frame (radiance in log scale). Data from Orbit 60 and 62 has been obtained from a test session occurred after a problem with the dark current electronics of JIRAM. Because the background level was not available, it has been obtained from images where Io was not in the field of view, and subtracted from the others.
DOI: 10.5281/zenodo.14637073
title: Adaptation and Validation of the Interprofessional Socialization and Valuing Scale (ISVS-24) for Utilization in Multiplayer Virtual Reality Environments
DOI: 10.5281/zenodo.14680791
title: Data associated with "Structural pathway for PI 3-kinase regulation by VPS15 in autophagy"

description: All data from the manuscript "Structural pathway for PI 3-kinase regulation by VPS15 in autophagy" All figures can be reproduced from the files in this zenodo upload.
DOI: 10.5281/zenodo.1475209
title: Data set used in the Article "Evaluation of Monte Carlo tools for high-energy atmospheric physics II: relativistic runaway electron avalanches"

description: Data used for the Relativistic Runaway Electron Avalanches (RREA) simulations of the Article : "Evaluation of Monte Carlo tools for high energy atmospheric physics II: relativistic runaway electron avalanches" by D. Sarria et al. Includes two set of results : The Probability of Generating RREAs, and the Characterizations of RREAs. Link to the article : https://www.geosci-model-dev.net/11/4515/2018/gmd-11-4515-2018.html DOI of the article: 10.5194/gmd-2018-119
DOI: 10.5281/zenodo.14795445
title: Code and Data for "Protein Codes Promote Selective Subcellular Compartmentalization"
DOI: 10.5281/zenodo.6600976
title: High resolution opacities for H2/He atmospheres

description: This set of molecular and atomic opacities has been built based on the same opacity sources used for calculating the correlated-k coefficients in the following repositories:

10.5281/zenodo.5590997 (11 windows)

10.5281/zenodo.5590995 (30 windows)

10.5281/zenodo.5590986 (180 windows)

10.5281/zenodo.5590989 (196 windows)

These opacities can be used to generate high resolution spectra for the atmospheric structures computed with the correlated-k coefficients above.

The set includes C2H2, C2H4, C2H6, CH4, CO, CO2, CrH, Fe, FeH, H2, H3+, H2O, H2S, HCN, LiCl, LiF, LiH, MgH, N2, NH3, OCS, PH3, SiO, TiO, and VO, in addition to alkali metals (Li, Na, K, Rb, Cs). The opacities are calculated for a grid of 1460 pressure-temperature points, from10^−6 to 3000 bar and from 75 to 4000 K, listed in the file 1460_layer_list. Each *.zip file contains one opacity file for each pressure-temperature layer, with the species’ name, the pressure, and the temperature given in the filename. The opacity is given in units of cm^2/molecule. For completeness, each *.zip file also contains a file named wavelengths.txt, listing the wavelengths corresponding to each opacity point, in units of microns. All the opacities are calculated on the same wavelength grid. 

The references for the line lists used in these opacity calculations can be found in the file Opacity_references_2021.pdf. Please include these references, as well as the reference to this Zenodo repository when publishing your paper. 

Resources supporting this work were provided by the NASA High-End Computing (HEC) Program through the NASA Advanced Supercomputing (NAS) Division at Ames Research Center.
DOI: 10.5523/bris.huflggvpcuc1zvliqed497r2
title: PGOPHER version 8.0

description: PGOPHER is a general purpose program for simulating and fitting rotational, vibrational and electronic spectra. Included here are executables, source code, documentation and sample files for version 8.0.102 of the PGOPHER program. This archive also includes older versions of the program for reference. Please also see the program web site, http://pgopher.chm.bris.ac.uk/.
The program is open source, and covered by the LGPL. The documentation and other files are covered by the University of Bristol repository's Non-Commercial Government License, except where explicitly noted.