cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.1198817
title: Paleo Hydrodynamics Data Assimilation product (PHYDA)

description: See the associated publication: Steiger, N. J., Smerdon, J. E., Cook, E. R., and Cook, B. I., A reconstruction of global hydroclimate and dynamical variables over the Common Era, <em>Scientific Data</em>, 5:180086, doi: 10.1038/sdata.2018.86.

This database provides the first truly global reconstructions of hydroclimate along with associated climate dynamical variables over the past two thousand years. The reconstructions were made with an improved data assimilation reconstruction approach that optimally combines 2,978 paleoclimate proxy-data time series with the physical constraints of an atmosphere--ocean climate model. Three separate global reconstructions were created from the years 1 to 2000 CE, targeting annual means (defined as April to the next calendar year March), the boreal growing season of June, July, and August (JJA), and the austral growing season of December, January, and February (DJF); each of these reconstructions is contained in a separate NetCDF file. The reconstructions include three global variables gridded at about 2 degree resolution: surface temperature at 2 m, the Palmer drought severity index (PDSI), and the standardized precipitation evapotranspiration index (SPEI). Dynamical variables also included for each reconstruction: the global mean temperature, the North Atlantic sea surface temperature index which is the non-detrended and non-smoothed version of the Atlantic multidecadal oscillation (AMO), the monthly Nino SST indices (Nino 1+2, 3, 3.4, 4), the monthly equatorial Pacific zonal SST gradient, and the location of the intertropical convergence zone (ITCZ) in 11 longitudinal zones.

<strong>A 100 member ensemble (randomly drawn from the original reconstruction ensemble) is available externally due to Zenodo file size restrictions: http://clifford.ldeo.columbia.edu/nsteiger/recon_output/phyda_ens/</strong>

Please cite the associated publication if you use this data set. Contact the author Nathan Steiger (http://www.ldeo.columbia.edu/~nsteiger/contact.html) for more information about the details of the reconstructions.
description: Version 2 update: Fixed incorrect percentile values for index variables.
DOI: 10.5281/zenodo.13925660
title: Data and code of "Unified percolation scenario for the α and β processes in simple glass formers

description: Molecular dynamics simulation data and post-processing code for "Unified percolation scenario for the α and β processes in simple glass formers"
DOI: 10.5281/zenodo.13963614
title: Expanding molecular grammar of polar residues and arginine in FUS prion-like domain

description: Codes to reporoduce simualtion results presented in the paper "Expanding molecular grammar of polar residues and arginine in FUS prion-like domain". 

Simulation_Codes.zip - Contains python codes for calcualtion of contacts, intrachain distances and angle-distance probability distributions along with files to check the output of the codes. 

ThT_Assay_Fitting_Scripts.zip - Contains scripts to fit ThT curve.
DOI: 10.5281/zenodo.14498325
title: Global ionospheric VTEC data from 2008 year to 2020 year

description: the data is download from:http://www.aiub.unibe.ch/download/CODE.
DOI: 10.5281/zenodo.14590707
title: JGR_TCG_RAD
DOI: 10.5281/zenodo.831745
title: Satellite Laser Ranging In 5X5 Spherical Harmonics

description: This is a variant of the weekly, 5x5 SLR product created at the University of Texas’s Center for Space Research (CSR) which is released alongside the GRACE series:

ftp://podaac.jpl.nasa.gov/allData/tellus/preview/L2/deg_5/CSR.Weekly.5x5.Gravity_Harmonics.txt. 

The version here is averaged monthly, rather than weekly, to make it more directly comparable to the monthly GRACE data.  It contains an estimate of C<sub>61</sub>/S<sub>61</sub> (but no other degree-6 harmonics) to avoid skewing the C<sub>­21</sub> harmonic due to a lack of sufficient degrees of freedom during the creation of the SLR gravity product (Cheng and Ries, 2017).  From January - November 1993, only four satellites were used in its creation (Starlette, Ajisai, and Lageos 1 and 2).  After that point, Stella was added as well.  Data exists through mid-2017.<br>
<br>
The layout of the files contains a header section followed by one line containing the date for the following lines, and then 22 lines of spherical harmonic data.  The time lines are formatted as:  IARC, MAXDEG, NP, IYEAR, IM, XMJD:<br>
       IARC: the arc number (ie: month number) <br>
       MAXDEG: spherical harmonic maximum degree/order of the field   <br>
       NP:  number of coefficient pairs (Cnm & Snm)<br>
       IYEAR:  year<br>
       IM:  month<br>
       XMJD: epoch of the arc at the first day in modified Julian date

The data lines are formatted as:  N, M, Cnm, Snm, Cnm-sigma, Snm-sigma:<br>
      N:  spherical harmonic degree <br>
      M:  spherical harmonic order<br>
      Cnm:  C coefficient <br>
      Snm:  S coefficient<br>
      Cnm-sig:  The formal errors of the C coefficient<br>
      Snm-sig:  The formal errors of the S coefficient<br>
DOI: 10.5676/eum_saf_cm/sarah/v002
title: Surface Radiation Data Set - Heliosat (SARAH) - Edition 2

description: The second edition of the Surface Solar Radiation Data Set - Heliosat (SARAH-2) is a
      satellite-based climate data record of the solar surface irradiance, the surface direct
      irradiance (direct horizontal and direct normalized), the sunshine duration, spectral
      information, and the effective cloud albedo derived from satellite-observations of the visible
      channels of the MVIRI and the SEVIRI instruments onboard the geostationary Meteosat
      satellites. The data are available from 1983 to 2015 and cover the region ±65°
      longitude and ±65° latitude (±60° longitude and ±60°
      latitude for the spectral information). The products are available as monthly and daily means,
      and as 30-min instantaneous data (sunshine duration is available as monthly and daily sum) on
      a regular latitude/longitude grid with a spatial resolution of 0.05° x 0.05°
      degrees. The data record is complemented with a comprehensive documentation of the algorithms
      used and the generation of the data record. Validation report and user guidance are available
      as well.
DOI: 10.6084/m9.figshare.28327979
title: Supplementary Material for: Coexisting Obesity and Malnutrition and its Impact on Stroke and Brain structure: Insights from UK Biobank study

description: Background: The dual burden of malnutrition, characterized by the coexistence of malnutrition and obesity, represents a growing concern in global health. This study examines the association of combined effects of obesity and malnutrition with the risk of stroke and brain structure.
Methods: Data from the UK Biobank, a large-scale population-based cohort study, were analyzed. Patients were stratified into nourished nonobese, malnourished nonobese, nourished obese, and malnourished obese. Malnutrition risk using objective scores, including the controlling nutritional status score (CONUT), nutritional risk index (NRI), and prognostic nutritional index (PNI). Obesity was defined as BMI ≥30. Cox proportional hazard models were used to assess the association between combined obesity and nutritional status and incident stroke. Kaplan-Meier curves for incident stroke were constructed. Linear regression models were used to evaluate the associations between combined obesity and nutritional status and brain structure.
Results: A total of 409,694 participants were included in the analysis. Among them, 37930 participants had imaging data. Kaplan-Meier curves illustrated a higher incidence of stroke in the malnourished obese group. Malnourished obese was found to increase the risk of stroke (HRCONUT 1.27, 95%CI [1.09 - 1.48]; HRNRI 2.61, 95%CI [2.03 - 3.36]; HRPNI 7.9, 95%CI [1.11 - 56.07]) , ischemic stroke (HRCONUT 1.29, 95%CI [1.08 - 1.54]; HRNRI 2.8, 95%CI [2.09 - 3.76]; HRPNI 8.43, 95%CI [1.19 - 59.83]) and hemorrhagic stroke (HRNRI 2.53, 95%CI [1.57 - 4.09]). Brain imaging analysis revealed associations between malnourished obese and certain structural parameters. Cerebral white matter hyperintensities may be associated with the occurrence of stroke.
Conclusion: Malnourished obese is associated with the risk of stroke and brain structure parameters. Further research is needed to better understand the underlying mechanisms and develop targeted interventions for individuals with combined effects of obesity and malnutrition.
DOI: 10.6084/m9.figshare.4294880.v3
title: Medina: KPP Fortran to CUDA source-to-source pre-processor

description: MIT Licence<br><br>KPP Fortran to CUDA source-to-source pre-processor: Each CPU process that offloads to GPU requires a chunk of the GPU VRAM memory, dependent on the number of species and reaction constants in the MECCA mechanism. The number of GPUs per node and VRAM memory available in each GPU dictates the total number of CPU cores that can run simultaneously.<br>
DOI: 10.7266/fprgshar
title: Participant observation from online and in-person engagements of the FloodWise Communities conducted in 2021 and 2022
DOI: 10.12770/c7b53704-999d-4721-b1a3-04ec60c87238
title: EMODnet Digital Bathymetry (DTM 2016)

description: The "EMODnet Digital Bathymetry (DTM)" is a multilayer bathymetric product for Europe’s sea basins covering::• the Greater North Sea, including the Kattegat and stretches of water such as Fair Isle, Cromarty, Forth, Forties, Dover, Wight, and Portland• the English Channel and Celtic Seas• Western and Central Mediterranean Sea and Ionian Sea• Bay of Biscay, Iberian coast and North-East Atlantic• Adriatic Sea• Aegean - Levantine Sea (Eastern Mediterranean)• Azores - Madeira EEZ• Canary Islands• Baltic Sea• Black Sea• Norwegian – Icelandic seasThe DTM is based upon more than 7700 bathymetric survey data sets and Composite DTMs that have been gathered from 27 data providers from 18 European countries and involving 169 data originators. The gathered survey data sets can be discovered and requested for access through the Common Data Index (CDI) data discovery and access service that also contains additional European survey data sets for global waters. The Composite DTMs can be discovered through the Sextant Catalogue service. Both discovery services make use of SeaDataNet standards and services and have been integrated in the EMODnet Bathymetry web portal (http://www.emodnet-bathymetry.eu). In addition, the Bathymetry Viewing and Download service of the EMODnet bathymetry portal gives users wide functionality for viewing and downloading the EMODnet digital bathymetry such as:• water depth (refering to the Lowest Astronomical Tide Datum - LAT) in gridded form on a DTM grid of 1/8 * 1/8 arc minute of longitude and latitude (ca 230 * 230 meters)• option to view depth parameters of individual DTM cells and references to source data• option to download DTM in 16 tiles in different formats: ESRI ASCII, XYZ, EMODnet CSV, NetCDF (CF), GeoTiff and SD• layer with a number of high resolution DTMs for coastal regions• layer with wrecks from the UKHO Wrecks database.The NetCDF (CF) DTM files are fit for use in a special 3D Viewer software package which is based on the existing open source NASA World Wind JSK application. It has been developed in the frame of the EU FP7 Geo-Seas project (another sibling of SeaDataNet for marine geological and geophysical data) and is freely available. The 3D viewer also supports the ingestion of WMS overlay maps. The SD files can also be used for 3D viewing by means of the freely available iView4De(Fledermaus) software.The original datasets themselves are not distributed but described in the metadata services, giving clear information about the background survey data used for the DTM, their access restrictions, originators and distributors and facilitating requests by users to originator.
DOI: 10.15129/07bc686e-a354-40de-8c08-372ced7aad64
title: A synthetic map of the northwest European Shelf sedimentary environment for applications in marine science

description: This dataset shows maps of the sediment properties and physical environment of the seabed on the northwest European Continental Shelf. Mapped products are: mud, sand and gravel percentages; rock cover; whole-sediment, sand- and gravel-fraction median grain sizes; porosity and permeability; carbon and nitrogen content of sediments; mean and maximum depth-averaged tidal velocity and wave orbital-velocity; monthly natural disturbance rates. Data products are produced at a spatial resolution of 0.125 by 0.125 degrees.

Data sets are provided in csv, netcdf, and Esri grid format.
DOI: 10.1594/pangaea.56083
title: GISP2 Meese/Sowers Timescale

description: Official timescale of GISP2; created by combining the original layer-counted timescale of Meese et al (1994), to about 50,000 years, with a timescale constructed using trace gas measurements from the Vostok and GISP2 cores, placed on the SPECMAP marine timescale. See Bender et al. (1994) for details.
DOI: 10.1594/pangaea.779748
title: Circumpolar digital elevation models &gt; 55° N with links to geotiff images

description: In order to generate a global DEM elevation information from thefollowing datasets were considered:* SRTM-3 DEM (Shuttle Radar Topography Mission)* RTM (Russian Topographic Maps)* CDED (Canada Digital Elevation Data)* U.S. Geological Survey DEM (for Alaska).All datasets have been downloaded and checked for coverage and quality before further processing. For each dataset, description of image specifications, processing applied and quality control is provided in the product guide. The database of elevation provided to the DUE Permafrost project consists of tiles with following specification* Latitude coverage: &gt; 55 deg N* Longitude coverage: full* Elevation: as in original datasets* Projection: equiangular, i.e. latitude/longitude* Ellipsoid/datum: WGS-84* Elevation data on the integer degree lines (all four sides) overlap with the corresponding profiles on the surrounding eight blocks.* Tile coverage: 1 X 1 deg, posting: 3 arcsec = 0.0008333333 deg (i.e., approximately 90 m at Equator)See hdl:10013/epic.39123.d024 for an overview figure. The product guide: hdl:10013/epic.39123.d013.This dataset is part of the ESA Data User Element (DUE) Permafrost Full Product Set (doi:10.1594/PANGAEA.780111).
DOI: 10.1594/pangaea.792734
title: List of sea ice measurements during POLARSTERN cruise ARK-XXVII/3 (IceArc)
DOI: 10.1594/pangaea.852720
title: BSRN snapshot 2015-09, links to zip archives

description: The Baseline Surface Radiation Network (BSRN) and its central archive - the World Radiation Monitoring Center (WRMC) - was created in 1992. It is a project of the Data Assimilation Panel from the Global Energy and Water Cycle Experiment (GEWEX) under the umbrella of the World Climate Research Programme (WCRP) and as such is aimed at detecting important changes in the Earth's radiation field at the Earth's surface which may be related to climate changes.The data are of primary importance in supporting the validation and confirmation of satellite and computer model estimates of these quantities. At a small number of stations in contrasting climatic zones, covering a latitude range from 80°N to 90°S, solar and atmospheric radiation is measured with instruments of the highest available accuracy and with high time resolution (1 to 3 minutes).Since 2008 the WRMC is hosted by the Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research (AWI), Bremerhaven, Germany (http://www.bsrn.awi.de/).
DOI: 10.1594/pangaea.884212
title: Peat stratigraphy of site TOMO_south
DOI: 10.1594/pangaea.884247
title: Dendrochronological dates of subfossil pines (Pinus sylvestris L.) of site TOMO_south
DOI: 10.1594/pangaea.884248
title: Relative dates of floating chronology of subfossil pines (Pinus sylvestris L.) of site TOMO_south
DOI: 10.17632/khrhbw6wn5.1
title: SOCOLv3 model data for "On the aliasing of the solar cycle in the lower-stratospheric tropical temperature" and "Chemistry-climate model simulations of the Mt. Pinatubo eruption using CCMI and CMIP6 stratospheric aerosol data sets"

description: This dataset accompanies two papers "On the aliasing of the solar cycle in the lower-stratospheric tropical temperature" and "Chemistry-climate model simulations of the Mt. Pinatubo eruption using CCMI and CMIP6 stratospheric aerosol data sets". It contains zonally and monthly averaged temperature and ozone mixing ratio time series for particular ensemble members of these simulations: REF-C1-q over the period 1961-2009, REF-C1-q-clim over the period 1961-2009 and CMIP6 REF-C1 over periods 1986-2005 (to cover Mt. Pinatubo eruption) and 1960-1965 (to cover Mt. Agung Eruption). Three REF-C1 ensemble members covering period 1960-2009 can be accessed through the Centre for Environmental Data Analysis (CEDA) via this link: http://catalogue.ceda.ac.uk/uuid/9cc6b94df0f4469d8066d69b5df879d5. Two additional REF-C1 ensemble members (denoted as CCMI REF-C1) covering the period 1986-2005 are included here.
DOI: 10.18709/perscido.2024.07.ds410
title: Thermochronology of the Pelvoux massif

description: The repository contain U-Pb on apatite, zircon fission tracks and apatite fission tracks of the publication "Thermochronology of the Western Alps (Pelvoux massif) reveals the long-term multiphase tectonic history of the European paleomargin." of Boschetti et al., submitted in Tectonics
DOI: 10.18712/nsd-nsd2941-v2
title: Special Graduate Survey 2019

description: The "Special Graduate Survey 2019" is a survey conducted by NIFU. The survey was conducted in the spring of 2019. It was conducted for people who had graduated with a master's degree from Norwegian universities in 2016 and Norwegian people who were expected to graduate from foreign universities in 2015 or 2016. The survey has questions related to the transition to the labor market and labor market situation 2-3 years after completing education. It allows comparison between people who had their education from abroad and people who had their education from Norway, and studies of people with education in all disciplines. The survey also contains background information on gender, age, immigration status. Questions about the labor market situation include unemployment, horizontal and vertical maladaptation, time to first job and job satisfaction.

The candidate surveys have been conducted as so-called half-yearly surveys and special surveys. This survey is a special edition of the Special Graduate Survey. Special surveys are conducted approximately every two years. They are usually conducted longer after the exam, usually focus on selected groups, and can cover a wider range of topics than the mid-year surveys.
DOI: 10.25921/ds9v-ky35
title: Continuously Updated Digital Elevation Model (CUDEM) - 1/9 Arc-Second Resolution Bathymetric-Topographic Tiles
DOI: 10.34677/1728-7936-2019-6-65-69
title: INCREASING COGNITIVE MOTIVATION OF AGRICULTURAL UNIVERSITY STUDENTS IN THE IMPLEMENTATION OF COURSE PROJECTS
title: ФОРМИРОВАНИЕ ПОЗНАВАТЕЛЬНОГО ИНТЕРЕСА У СТУДЕНТОВ АГРАРНОГО ВУЗА ПРИ ВЫПОЛНЕНИИ КУРСОВЫХ ПРОЕКТОВ

description: Cognitive motivation is an essential part of the personality structure of an active, creative, competent specialist who is capable of self-development. There is great demand for such specialists in agriculture at present. Therefore, the development of cognitive motivation of students remains a relevant task of modern agricultural education. The paper shows that the method of course projects is highly promising in terms of increasing cognitive motivation of students. When students perform a course project solving a number of diverse and at the same time personally signifi cant problems they show cognitive activity and creativity. When organizing this kind of learning activity, teachers should follow a systematic approach and to comply with the following
conditions: the themes of course projects should be interesting and practice-oriented, methodical  ecommendations should provide full information support to students regarding planning and making the right layout of the project. The paper shows the role of the themes of course projects for increasing the cognitive motivation of students and describes the structure and content of the corresponding methodical recommendations for students. The authors present the research results on the changes in the development level of cognitive motivation differentiated according to three criteria: regulatory, content-activity,
and emotional. The experiment was conducted in three stages and showed a signifi cant increase in cognitive motivation among students performing their course projects.
DOI: 10.34730/044c89dc80f648d18d0ce236600b8584
title: Long-term monitoring of plant diversity data in the “Montagna di Torricchio” strict Nature Reserve, Italy

description: Long-term monitoring is pivotal to fully understanding spatio-temporal changes in plant diversity, particularly in protected areas. Here we present a dataset including plant presence and abundance data collected using a probabilistic sampling design in the “Montagna di Torricchio” Nature strict Reserve, central Apennines, Italy. Five surveys were conducted in 35 plots during a period spanning 22 years (2002-2024). The dataset allows to study plant diversity changes over space and time across different habitat types by using statistical inference based on solid sampling theory.