cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6xbjzyz3th.2
title: Transport Cost to Ports through Brazilian Federal Roads Networks: Dataset for years 2000, 2005, 2010 and 2017

description: Transport costs can play a significant role in agricultural exports and businesses profitability. It can also influence farmers’ decisions regarding cropland expansion, intensification or land abandonment. Thus, transport is useful to take into account when modeling and evaluating land use and cover change related to agriculture production. The dataset described in this article represents the Infrastructure Capital in the work presented by Millington et al (2020), in which the CRAFTY-Brazil model is used to evaluate the impacts of changing global demand for agricultural products on land use and cover change. This modeling required a transport cost dataset that spanned the model calibration period, was consistent through time and covered the entire study area. The mos recent road network (for year 2017) obtained in vector format (shapefile) was joined to road section surface status tables for past years (2000, 2005 and 2010) in order to reconstruct the historic road network. Export ports hadling agricultural commodities, and their years of operation, were identified. Both datasets were used to derive the relative transport cost to the nearest port for Brazil, for years 2000, 2005, 2010 and 2017.
DOI: 10.17632/xcpyjj2gv7.2
title: Numerical simulation data of building integrated solar thermal collectors under diverse conditions

description: This dataset presents the thermal performance of building-integrated flat solar collectors with a uniform and multiple riser structure. The input data of the numerical model were obtained with the use of the PVGIS tool. Solar radiation and ambient temperature values at slopes 0º,45º, and 90º were extracted and used as boundary conditions. Numerical calculations were carried using Finite Element (FE) analysis. Three-dimensional transient models were developed to calculate the investigated configurations' thermal performance based on the environmental temperature, the solar radiation, and the inclination angle. Data of hourly heat flux through the building masonry with the building-integrated solar collector and average fluid temperature of each system is presented. The data provided could be utilized to develop a building-integrated solar collector with improved efficiency or to be used for another numerical model investigation.
DOI: 10.17632/h9sdh98tg5.3
title: Perception of medical students regarding teaching in an integrated system

description: A self-constructed online questionnaire was distributed amongst medical students from a single institute as a pilot study. Different questions were asked to assess their perception regarding integrated medical education. It was analyzed through SPSS 16
DOI: 10.17632/97hgv5jprp.3
title: Map indexes of the Second Military Survey in 1:28,800 scale for Galicia and Austrian Silesia, mid-19th century.

description: The data set presents the map indexes of the Second Military Survey in 1:28,800 scale for Galicia and Austrian Silesia, two provinces of the Austrian Monarchy. Currently, Galicia belongs to Ukraine and Poland, and Austrian Silesia to the Czech Republic and Poland. The indexes, apart from the approximate geographical range, contain information about the authors and the years in which individual sheets were produced. The authors of the maps are distinguished as directors, surveyors and drafters, description writers, and reambulators. For each author, the name of the military unit to which he belonged is given. This is a unique set of data obtained from the map frames of 455 sheets held by the War Archives in Vienna. The Second Austrian Military Survey in 1:28,800 scale was made for the province of Galicia in 1861-1864 and for Austrian Silesia in 1838-1841. In Galicia, the work on 413 sheets was led by thirteen cartographers, and the content and descriptions were prepared by 106 cartographic technicians. On the 42 sheets of Silesia, two directors and eleven technicians were recorded. The military cartographers who prepared the survey of each province belonged to 71 different multinational units of the army of the Austrian Monarchy. These data can be useful for geographers and historians, especially for those researching the history of cartography. Knowing the diverse authorship of the map sheets is helpful in understanding the consistency of the data on maps and assessing their quality. This may help reduce the uncertainty of using historical data from these maps for a variety of long-term studies of nature and socio-economic studies. Acknowledgments This research was funded by the Ministry of Science and Higher Education, Republic of Poland under the frame of “National Programme for the Development of Humanities” 2015–2020, as a part of the GASID project (Galicia and Austrian Silesia Interactive Database 1857–1910, 1aH 15 0324 83).
DOI: 10.17632/n3sfpcyp4z.1
title: Non-invasive 1H LF-NMR measurements of Wharton Jelly MSCs in vitro

description: Dataset contains results from 1H low field nuclear magnetic resonance (LF-NMR) measurements of Wharton Jelly mesenchymal stem cells (MSCs) in vitro. A full quantitative characterization of MSCs' MR properties was possible by using different, complementary approaches. They encompassed various sample settings: MSCs cultured in a Petri dish, cell pellets in a cylindrical container and centrifuged cell suspensions in a glass pipette; experiments: 1D T1, 1D T2, 1D diffusion, 2D T1-T2 and D-T2; devices LF with a bore aperture and LF single-sided one with an extreme constant gradient strength. Complex NMR analysis was supported by random walk simulations. From the data, it was possible to determine MSCs' T1 and T2 relaxation times, cells and nuclei sizes, self-diffusion coefficients of the nucleus and cytoplasm, as well as to detect the influence of a single layer of cells on the effective diffusion coefficient of water and to identify apoptotic and necrotic cells death. Therefore, the dataset enables the obtainment of a full MR parameter set for MSCs and their biophysical characterization.
DOI: 10.17632/5mkvk5yc4w.1
title: Ringed seal (Phoca hispida) induced multipotent stem cells transcriptome analysis data
DOI: 10.17632/w6w7d78cvx.5
title: Data for: Export sophistication and economic performance, new evidence using TiVA database

description: The data allow to investigate the relationship between export sophistication and economic performance for 64 countries over 2005-2015 period, based on Hausmann, Hwang and Rodrik (2007). PRODY and EXPY measures are computed using domestic value-added exports available from TiVA dataset instead of gross exports. TiVA dataset covers 35 sectors including 21 manufacturing and 14 services sectors, which allows to measure the impact of goods and services on income, alike. Other variables are gathered from different datasets. A dynamic panel GMM approach is followed. Income ratio defined as lnGDPpc/lnEXPY is employed as the dependent variable. Explaining variables include economic structure, technological content of exports, and TiVA new variables including backward and forward linkages variables. Strong evidence of the positive effect of manufacturing sector on countries’ economic performance is found. Weak evidence has been provided in favor of exports led growth hypothesis when taking conventional exports data into account, with the exception of high tech. and ICT exported goods, which have strong positive and significant effect on income. Relying on TiVA new indicators give new insights into countries GVCs participation gains. Thus, backward linkages seem to have an important role given their positive and significant effect on income, either sourced from commodities or services activities. Forward linkages seem to have mixed effects, depending on the end use of the exported domestic value-added, playing a prominent income role when domestic value-added is reimported, embodied in foreign final demand or when re-exporting intermediate imports as share of intermediate imports, suggesting that countries should not take GVCs’ benefits for granted.
DOI: 10.17632/dcj3yvzybr.7
title: Global horizontal irradiance forecasting code and data

description: For reproducibility purposes, this dataset contains the data and code described in "A deep learning model for intra-day forecasting of solar irradiance using satellite-based estimations in the vicinity of a PV power plant" (https://doi.org/10.1016/j.solener.2021.02.033) There are four main folders in the project: code, data, models and logdir. Data This folder contains all the data used from the studied location: Loc.1 (latitude=40.4º, longitude=6.0º). Sorted by year, month and day, there are three kinds of data: • The files named as just a number are 151x151 irradiance estimates matrices centered in the same location obtained from http://msgcpp.knmi.nl. The spatial resolution is 0.03º for both latitude and longitude. • The files named Real_ are the irradiance measurements at the location • The files named CopernicusClear_ are the clear sky estimates from the CAMS McClear model Each file contains the 96 15-minute samples for the same day in Matlab format and UTC time. Code All the python scripts used to train the neural networks and perform the forecasts. The main files are: • tf1.yml: List of the modules and versions used. A clean Anaconda environment created from this file can run all the code in the project. • learnRadiation.py: The script to train a new model. Changing the “paper_model_name” variable selects the kind of model to fit. • predictOnly.py: Loads a trained model and performs the forecast. Notice that the model must match the one used to train the model stored in the “training_path” folder Models This folder contains all the trained models and their forecasting results. There is also a training folder to contain the last trained model. Logdir This folder stores Tensorboard files during training How to train and test a model A new model can be trained using “learnRadiation.py”. This script has two parameters • paper_model_name: This sets the inputs to match the ones used in the models from the article. • training_path: The folder to save the trained model Then the “predictOnly.py” script allows performing the forecasts. It is important to set the same parameters as in the “learnRadiation.py” script. This program will generate the predictions and save them in the model folder. It also plots some days, which can be modified at the bottom of the script. For instance, in order to train the TOA & all real model we would run: "python learnRadiation.py TOAallreal training" This will train the neural network and save the results in the folder models/training. After this, we would generate the results and plot some days using: “python predictOnly.py TOAallreal training” This will save the forecasts and real values in the training folder and show figures with 1 to 6 hour forecasts The models used for the article can also be evaluated by using predictOnly.py and targeting their folders. For instance, to evaluate the TOA & all real model used in the article, this command must be used: “python predictOnly.py TOAallreal RtoaAllReal”
DOI: 10.17632/kby864nddg.1
title: Mold preparation

description: The mold box is filled with high mesh class silica sand, mixed with water glass and methanol liquid, and stirred to homogeneity. In the next process, silica sand is poured into a box to create a hole trace pattern following the planned specimen shape and dried with CO2 gas. However, before the silica sand is poured into the mold, the chill plate, Y-Block pattern, and thermocouple cable were first attached to the surface and positioned in the mold (Fig. 2a and 2b). Figure 2. Model of molding and specimen adjustment procedure. a) Thermocouple cable installation touched to the chill plate; b) the sample arranged in the mold; c) plate chill condition on the surface of a tracing pattern.
DOI: 10.5281/zenodo.4670381
title: BP telemetry data for Seidel et al., PNAS, 2021

description: Data from blood pressure telemetry obtained from C57BL/6J mice as described in Seidel et al., PNAS, 2021.
DOI: 10.5281/zenodo.4670380
title: BP telemetry data for Seidel et al., PNAS, 2021

description: Data from blood pressure telemetry obtained from C57BL/6J mice as described in Seidel et al., PNAS, 2021.
DOI: 10.17632/y72v996tww.1
title: Public Works Investment and Electoral Data in Chile (1989-2018)

description: This dataset (dt_elecstds.dta) contains panel data by municipality on infrastructure investment by the Ministry of Public Works, electoral information and socioeconomic variables in Chile for the period 1989-2018. Electoral data includes: three dummies for municipalities' political alignment (a dummy coded one if the mayor belongs to one of the political parties of the central government coalition (m); a dummy coded one if the government coalition parties won presidential elections in the municipality (p); and a dummy coded one if the mayor belongs to one of the coalition parties and the coalition won presidential elections in the municipality (mp)); and two dummies coded one for local ballot years (ym0), and for national ballot years (yp0). The sample comprises seven local (1992, 1996, 2000, 2004, 2008, 2012 and 2016) and seven presidential elections (1989, 1993, 1999, 2005, 2009, 2013 and 2017). Socioeconomic data includes: population (log); regional GDP per capita; regional GDP growth rate in t and t-1; the percentage of new-borns measuring less than 50 cm; the percentage of new-borns weighting less than 3000 gr; and the percentage of mothers with more than three children. In the absence of poverty indicators for the whole sample series, the latter accounted for proxies since they are correlated with municipalities’ socioeconomic conditions (Mardones & Acuña, 2020). Population data is from the National Statistics Institute, GDP data from the Central Bank and poverty proxies from Mardones & Acuña (2020). This dataset has been used to test whether infraestructure investment has been distributed on electoral criteria or not. In particular, it allows to evaluate if the municipalities lined up with the central government coalition parties (m, p and mp dummies) have been systematically benefited, and if allocations increased during local and presidential ballot years (ym0 and yp0 dummies). Since the data goes from the first democratic elections after Pinochet's dictatorship (1989) to 2018, it provides the opportunity to analyse if electoral criteria have changed as democracy entrenched. In particular, it can be tested whether distributions favoured aligned municipalities and whether a political budget cycle persisted during the early years and later. We also include a code file (do_elecstds_050420.do) with several estimations that show how these two electoral distortions evolved during the early years (1989-2005) and once democracy took root (2006-2018). These estimations are part of the paper entitled "Electoral incentives and distributive politics in young democracies: evidence from Chile".
DOI: 10.17632/9p3rbt3zxt.1
title: Supporting Information

description: Data for Model
DOI: 10.5517/ccdc.csd.cc23y8gt
title: CCDC 1964546: Experimental Crystal Structure Determination

description: Related Article: Jia-Jia Yin, Cheng Chen, Gui-Lin Zhuang, Jun Zheng, Xiu-Ying Zheng, Xiang-Jian Kong|2020|Inorg.Chem.|59|1959|doi:10.1021/acs.inorgchem.9b03308
DOI: 10.5517/ccdc.csd.cc23y8fs
title: CCDC 1964545: Experimental Crystal Structure Determination

description: Related Article: Jia-Jia Yin, Cheng Chen, Gui-Lin Zhuang, Jun Zheng, Xiu-Ying Zheng, Xiang-Jian Kong|2020|Inorg.Chem.|59|1959|doi:10.1021/acs.inorgchem.9b03308
DOI: 10.5281/zenodo.4671396
title: TVB Storage folder for Postgres

description: TVB Storage folder generated by TVB 1.5.8 intended to be used for testing the Postgres migration to TVB 2.0
DOI: 10.5281/zenodo.4668771
title: TVB Storage folder for Postgres

description: TVB Storage folder generated by TVB 1.5.8 intended to be used for testing the Postgres migration to TVB 2.0
DOI: 10.5281/zenodo.4601284
title: A phased genome assembly for allele-specific analysis in Trypanosoma brucei

description: blablablalbla
description: I am adding now additional notes
DOI: 10.5281/zenodo.4670535
title: Supplementary materials

description: We have modified the supplementary materials as follow: The following materials are available online at, include a zip file with the slice and the tree shapefile.
DOI: 10.6084/m9.figshare.14382035.v2
title: Visibility analyse

description: Dataset used for research: LiDAR based method to analyse architectural monuments visibility by pedestrian <br>
DOI: 10.6084/m9.figshare.14386760.v1
title: Oringinal data of FTZ_OC_RRA

description: Bioinformatics Analyses and Experimental Validation of Inhibitory Effects of Fufang Zhenshu Tiaozhi on Osteoclastogenesis<br>
DOI: 10.6084/m9.figshare.14386760
title: Oringinal data of FTZ_OC_RRA

description: Bioinformatics Analyses and Experimental Validation of Inhibitory Effects of Fufang Zhenshu Tiaozhi on Osteoclastogenesis<br>
DOI: 10.25919/ddcv-wn61
title: Parkes observations for project P1067 semester 2020OCTS_05

description: The Parkes Ultra-wide-bandwidth receiver (UWL) has enabled, for the first time with the Parkes telescope, a commensal high time and high frequency resolution survey. As part of the 2020APRS semester, we have been able to demonstrate the viability of this technique through observations of the region of the Galaxy known as "Baade's Window", in which we are guaranteed detections of pulsars and spectral lines. Our science drivers are diverse and range from understanding scattering, to detecting new pulsars, to searching for galaxies in the zone of avoidance, probing the globular cluster at the centre of the window and studying OH circumstellar masers and CO-dark molecular gas. For the 2020OCTS semester, we propose to repeat the initial survey after an interval of 6 months. This is intended to allow for the confirmation of any newly discovered pulsars and spectral detections, and to provide a means of discriminating new spectral features from background interference by measuring their Doppler shift over the Earth's orbit. The observing strategy and processing software developed for this survey will be applicable to all future Parkes surveys with the UWL or the future cyrogenically-cooled phased array feed (CryoPAF).
DOI: 10.25919/8f85-8q19
title: Parkes observations for project P1078 semester 2020OCTS_04

description: Black-Widow (BW) millisecond pulsars (MSPs) form a special subclass of MSPs having a low mass companion (~0.01-0.05 solar mass) in compact binary orbit with orbital period &lt; 10 hours. Material blown from the companion by relativistic pulsar wind causes frequency dependent eclipses of the pulsar radio emission. Among these known eclipsing BW MSPs we have chosen three relatively bright objects which show eclipses at relatively higher radio frequencies. We request 30 hours observing time to observe these pulsars with Parkes UWL receiver in 700-4032 MHz to achieve the following science goals, i) With wideband observations of these pulsars we will apply a technique of modelling the eclipse phase spectra (already demonstrated by us) in optically thick to thin transition state (optical depth ~1), which will in turn allow to directly probe to the eclipse material. ii) Simultaneous polarisation observations will allow us to predict the magnetic field strength in the eclipse boundaries through measurements of the rotation measure . Derived magnetic field strengths at the eclipse boundaries will be compared with the values from modelling the eclipse phase spectra. This will allow us to solve the existing puzzle of few orders of magnitude lower magnetic field strength at eclipse boundaries to withstand the pulsar wind ram pressure. iii) Modelling the spectra at different orbital phases over the eclipse will allow us to probe the eclipse material properties and eclipse mechanism at different orbital phases, which is a new way to probe the pulsar and stellar wind interaction.
DOI: 10.5281/zenodo.4671485
title: LCL problems

description: A number of classified LCL problems on tree and cycle graph families
DOI: 10.5281/zenodo.4587678
title: LCL problems

description: A number of classified LCL problems on tree and cycle graph families
DOI: 10.6084/m9.figshare.14386811
title: analyse des données

description: TEST
DOI: 10.6084/m9.figshare.14386811.v1
title: analyse des données

description: TEST
DOI: 10.5281/zenodo.4671530
title: data set related to article Feasibility Analysis of CareToy-Revised Early Intervention in Infants at High Risk for Cerebral Palsy

description: This record contains raw data related to article Feasibility Analysis of CareToy-Revised Early Intervention in Infants at High Risk for Cerebral Palsy
DOI: 10.5281/zenodo.4671529
title: data set related to article Feasibility Analysis of CareToy-Revised Early Intervention in Infants at High Risk for Cerebral Palsy

description: This record contains raw data related to article Feasibility Analysis of CareToy-Revised Early Intervention in Infants at High Risk for Cerebral Palsy
DOI: 10.5519/qd.l5ieg926
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (330 records)
DOI: 10.5519/qd.1yzn616w
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (6780 records)
DOI: 10.5281/zenodo.4671577
title: A phased genome assembly for allele-specific analysis in Trypanosoma brucei

description: blablablalbla
description: I am adding now additional notes
DOI: 10.5281/zenodo.4601283
title: A phased genome assembly for allele-specific analysis in Trypanosoma brucei

description: blablablalbla
description: I am adding now additional notes
DOI: 10.5281/zenodo.4671586
title: FRDEEPv2_beta

description: Ahhh
DOI: 10.5281/zenodo.4671585
title: FRDEEPv2_beta

description: Ahhh
DOI: 10.25919/85dh-5p77
title: Parkes observations for project P1079 semester 2020OCTS_02

description: Pulsars in compact binary systems are unique laboratories to probe gravitational theories, measure pulsar masses and study the formation and evolution of binary systems. However, such binary systems are difficult to find because of their orbital modulation. New surveys at both radio and optical wavelengths open up new opportunities to search for pulsars in compact binaries with novel methods. In this proposal, we combined radio continuum surveys with the Gaia DR2 catalogue, and identified a sample of pulsar candidates based on their optical-radio association, large transverse velocities and steep spectra. We propose to search for their periodic singles with Parkes UWL receiver. Thanks to the superior performance of UWL below 1GHz, we will be able to detect their periodic signals with relatively short integration and avoid the effect of potential strong orbital modulation.
DOI: 10.5281/zenodo.4671603
title: hipotecas_empresas_12-17_spain

description: Conjunto de datos obtenido del Instituto Nacional de Estadística (INE) a través de opendata.esri.es, donde se incluye información acerca de las empresas activas en España, el número de hipotecas y el montante total de esta, por provincia y mes, desde 2012 a 2017.
DOI: 10.5281/zenodo.4671602
title: hipotecas_empresas_12-17_spain

description: Conjunto de datos obtenido del Instituto Nacional de Estadística (INE) a través de opendata.esri.es, donde se incluye información acerca de las empresas activas en España, el número de hipotecas y el montante total de esta, por provincia y mes, desde 2012 a 2017.