cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ng5v92xht3.4
title: Support for improved program integration under rainfed areas

description: UAS Raichur has entered MoU with the project implementing agency, Watershed Development Department, GoK, Bengaluru in January 2014, for the period of six years (2014 - 2019). Sujala-III project funded by the World Bank, to strengthen the science base watershed planning and management in IWMP through soil related constraints and potentials, hydrological and climatic dynamics. It is envisaged to converge innovations and decision support system to help address the needs of rainfed farmers and feed these into the watershed planning and implementation system. The project would strengthen the bottom-up approach in engaging the rainfed farmers with extension delivery systems and agriculture schemes to increase opportunities to adopt new technologies on a novel scientific basis. UAS Raichur is allotted with 430 microwatersheds from Kalburgi, Yadgir and Raichur districts with total outlay of Rs 1681.21 Lakhs. To achieve the objectives Under Component-1 ‘Support for improved program integration under rain-fed areas’ of Sujala-III project, UAS Raichur project is being operated under Directorate of Research, and has established state-of-the-art RS&GIS lab, Soil Testing Laboratory (STL) and Data Centre at Agricultural college, Raichur, and Strengthened the STL at AC, B'gudi, established Socioeconomic lab and STL at AC, Kalaburagi, and also equipped Dept. of Soil Water Engineering at College of Agril. Engineering, Raichur for hydrological and climatic investigations. UAS Raichur has shown substantial progress in physical (430 microwatesheds) and financial (100%). Distributing LRI cards (Soil health +LCC+AWC+ Crop suitability+ LMU) to the farmers covered under these micro watersheds in kannada language and also received appreciations from the WDD and the World Bank Mission team for successful implementation of soil and water conservation measures at Dotikol (Kalburgi), Kolur-Lingera (Yadgir) and Chhatra (Raichur) Sub watersheds in coordination with the KSDA officials. Submitted 65,000 (till December, 2019) LRI Cards to Kalburgi, Yadgir and Raichur project officers of Agriculture Department. The spatial data generated (53 theme based LRI maps for each microwatershed) would help in implementation of suitable crops to land, and hydrological structures to conserve soil and water. Further identification of soil variables influencing crop yield would help beeter management of agricultural inputs and for maintaining land health at cadstral level (1:8000 scale).
DOI: 10.17632/hkxchx5sxp.1
title: Instances for the two-echelon location routing problem with two-dimensional loading constraints

description: Datasets used in the paper "The impact of loading restrictions on the two-echelon location routing problem". Each folder, 2E-LRP and 2E-LRP2l, contains the set of instances, best obtained solutions, and detailed results. Formats of input and output are described on files "README_instanceFormat" (located inside each instance folder) and "README_format" (located inside best solutions folder). The excel file "Result" provides details of the instances: best and average solution values as well as computational time and coefficients of variation.
DOI: 10.17632/vcn2hfhwvm.3
title: Genome Mining Data of Bacillus cabrialesii TE3T

description: This dataset contains (1) the Bacillus cabrialesii TE3T genome, (2) the Bacillus cabrialesii TE3T genome-mining results and (3) results and BGC sequences used to construct BGC networking of Bacillus cabrialesii TE3T BGCs through BiG-SCAPE.
DOI: 10.17632/mkpgbs4hf3.4
title: Strength and Stress Evolution of the Active Mai'iu Low-Angle Normal Fault, Data Repository

description: Quantifying lithospheric strength is essential to better understand seismicity in continental regions. In the manuscript “Using Syntectonic Calcite Veins to Reconstruct the Strength Evolution of an Active Low‐Angle Normal Fault, Woodlark Rift, SE Papua New Guinea”, we estimate differential stresses and principal stress orientations that drive rapid slip on the active Mai’iu fault (dipping ~16-24° at the Earth’s surface) in Papua New Guinea. We compile stress-depth snapshots by taking advantage of space-for-time relationships provided by progressive slip localization within the cooling and exhuming footwall of the Mai’iu fault. Estimated differential stresses are based on the mechanical twinning and/or recrystallized grain-size of deformed calcite veins that cross-cut the sequentially formed fault rock units (mylonites, foliated cataclasites, ultracataclasites and gouges). The orientation of principal stresses acting on the fault zone are estimated using stress-inversion techniques on crystallographic data for calcite-twins collected by electron backscatter diffraction (EBSD), and on fault-slip data of late outcrop-scale brittle faults cross-cutting the footwall and hangingwall of the Mai’iu fault. The data repository provides the raw dataset used for the paleostress analyses in this study from which we derive the fault’s peak strength (140–185 MPa) and the integrated strength of the extending brittle crust. The raw dataset includes: (1) Calcite E-Twin Analysis: 12 subfolders with EBSD data on the analyzed calcite veins (.cpr, .crc), overview maps (.jpeg) of all analyzed calcite grains, excel-sheets with orientation and twin morphology data on the analyzed calcite grains, and EBSD Euler conversion output files (_out.xlsx; see below); (2) Calcite Grain-Size Piezometer: 8 subfolders with EBSD data on the analyzed calcite veins (.cpr, .crc), multiple overview maps (.png) of the analyzed calcite veins, and grain-size histograms of the relict and recrystallized grains; (3) Calcite Paleostress Analysis: twinning data that was made analogous to fault-slip data (.fdt) and best-fit stress orientations as calculated by the multiple inverse method (.mi4); (4) EBSD Euler Conversion: MATLAB code to calculate slip plane (e-plane) and glide direction from calcite host-twin pairs and to transform EBSD acquired orientation data from a sample reference frame into a geographic system; (5) Mai'iu Fault Structural Data: an excel-sheet with all structural data collected in the Suckling-Dayman Metamorphic Core Complex during the field campaigns in 2014, 2015 and 2016 (includes sample locations, fault-slip data, bedding data of the Gwoira Conglomerates, etc…; version 7, date: 26.09.2016). All geothermometric data and explanations on how to reproduce the estimated paleostresses (using the provided raw dataset) can be found in the main manuscript. This unique dataset provides insights into the strength and stress evolution of the Woodlark Rift, Papua New Guinea.
DOI: 10.25387/g3.15001164
title: Supplemental Material for Zidi et al., 2021

description: 2 Figures, 4 Tables, 2 text fiels and Supplemental material legendsFigure S1 Sequence features of the full-length mauritiana element Btmar1.1 (1,573 bp) The dark grey blocks at the extremities of the nucleic acid sequence refer to the TIRs. TA TSDs are written with bold characters located towards the outer end of each TIRs. The transposase ORF is double underlined in the figure. The putative transposase sequence is given above the ORF. The bipartite NLS is in white boxes, the HTH motif is underlined, the three signature motifs of the catalytic domain motifs DD34D are in light grey boxes.
DOI: 10.25387/g3.15001164.v1
title: Supplemental Material for Zidi et al., 2021

description: 2 Figures, 4 Tables, 2 text fiels and Supplemental material legendsFigure S1 Sequence features of the full-length mauritiana element Btmar1.1 (1,573 bp) The dark grey blocks at the extremities of the nucleic acid sequence refer to the TIRs. TA TSDs are written with bold characters located towards the outer end of each TIRs. The transposase ORF is double underlined in the figure. The putative transposase sequence is given above the ORF. The bipartite NLS is in white boxes, the HTH motif is underlined, the three signature motifs of the catalytic domain motifs DD34D are in light grey boxes.
DOI: 10.17632/f6rp89vyrx.2
title: Selfish Cooperation & Altruistic Competition

description: We provide files needed to reproduce the results from the paper “Selfish Cooperation & Altruistic Competition: Impacts of Multi-motivated Coopetition in Community Development.” Cooperation is a fundamental assumption and condition of community development programs. However, like other cooperative relationships, sometimes community development programs may incorporate competition because communities participating in the program would find themselves (formally or informally) comparing to (and also trying to excel) other communities. What makes community development more complicated is the various motivations behind coopetition behaviors—selfishness and altruism. With this in mind, the research question we pursue is: how the combinations of multiple motivations and coopetition behaviors are associated with the community development performances. To answer the question, this study examined a CDD (community-driven development) case implemented by the Korea International Cooperation Agency and the Myanmar Ministry of Agriculture, Livestock and Irrigation where the CDD leaders of 100 villages were surveyed and interviewed. The analyses present some common patterns of the association between coopetition type and CDD performances, and there are two major findings. First, “selfish cooperation” is likely to associate with the worse CDD performances (than “selfish competition” and “altruistic competition”). The second major finding is that “altruistic cooperation” works best for CDD performance. Such findings may suggest that not only win-win “action” but also win-win “mentality” is crucial to CDD outcomes, because the genuinely motivated cooperation may lead to (1) internal alignment through a shared vision within the villages, and (2) trust and reciprocal support from other villages. We conclude with the synergic combinations of motivation and behavior for the constructive coopetition in community development.
DOI: 10.17632/wkh75s27kn.1
title: Speaker-listener Cocktail Party

description: Speaker-Listener EEG at Cocktail Party Paradigm --- EEG_data ·contains the speaker's and listener's EEG data ·all pre-processed, downsampled to 128 Hz, band-passed to the corresponding bands (delta: 1-4 Hz/ theta: 4-8 Hz) ·the sequence of trials in the mat files are matched for the speaker's EEG and listener's EEG --- Behavioral_Data ·contains the average accuracy for the attended/unattended stories, and self-rated concentration, task difficulty, familirity
DOI: 10.17632/mwgjgbb84z.4
title: Dataset on the Beopjusa temple and Korea Meteorogical Administration

description: Micro environment, Wooden architecture heritage, Long-term monitoring, Monthly average value, Time average value
DOI: 10.6084/m9.figshare.15124902
title: 上海市社区居民突发公共卫生事件下的健康行为采集意愿的调查

description: This is the questionnaire data about the willingness of community residents to collect health behavior under public health emergencies in Shanghai
DOI: 10.6084/m9.figshare.15124902.v1
title: 上海市社区居民突发公共卫生事件下的健康行为采集意愿的调查

description: This is the questionnaire data about the willingness of community residents to collect health behavior under public health emergencies in Shanghai
DOI: 10.17632/nvn67s5jxp.1
title: Supplementary Information for: "Rapid in-situ assessment of luminescence bleaching depths in rocks for deriving burial and exposure chronologies of rock surfaces"

description: SI1: Images of the three samples used in this study. The naturally exposed surface is indicated. SI2: This data set contains the raw IRPL880, IRPL955 and IRSL images for GOT12, which were obtained and analysed in the article: "Rapid in-situ assessment of luminescence bleaching depths in rocks for deriving burial and exposure chronologies of rock surfaces ". Also included is a MATLAB script for analysis of the data images, where data can be viewed and luminescence-depth profiles can be plotted. SI3: a) Regenerated IRPL880 for G02 (top), GOT12 (middle) and GL2 (bottom). b) Regenerated IRSL for the three samples. The red box marks the 6 mm deep area, corresponding to the profiles shown in c. c) the top 6 mm of natural (Ln; solid points, left axis) and regenerated (hollow points, right axis) IRPL880.
DOI: 10.17632/bb9zjfzcmm.1
title: DLBFoam: An open-source dynamic load balancing model for fast reacting flow simulations in OpenFOAM

description: Computational load imbalance is a well-known performance issue in multiprocessor reacting flow simulations utilizing directly integrated chemical kinetics. We introduce an open-source dynamic load balancing model named DLBFoam to address this issue within OpenFOAM, an open-source C++ library for Computational Fluid Dynamics (CFD). Due to the commonly applied operator splitting practice in reactive flow solvers, chemistry can be treated as an independent stiff ordinary differential equation (ODE) system within each computational cell. As a result of the highly non-linear characteristics of chemical kinetics, a large variation in the convergence rates of the ODE integrator may occur, leading to a high load imbalance across multiprocessor configurations. However, the independent nature of chemistry ODE systems leads to a problem that can be parallelized easily (called an embarrassingly parallel problem in the literature) during the flow solution. The presented model takes advantage of this feature and balances the chemistry load across available resources. Additionally, a reference mapping model is utilized to further speed-up the simulations. When DLBFoam it utilized with both these features enabled, a speed-up by a factor of 10 is reported for reactive flow benchmark cases. To the best of our knowledge, this model is the first open-source implementation of chemistry load balancing in the literature.
DOI: 10.17632/9rh6hyd89n.1
title: SPHinXsys: An open-source multi-physics and multi-resolution library based on smoothed particle hydrodynamics

description: In this paper, we present an open-source multi-resolution and multi-physics library, SPHinXsys, which is released under the Apache License (2.0). Along with the source code, a complete documentation is also distributed for easy compilation and execution. SPHinXsys aims at modeling coupled multi-physics industrial dynamic systems within a unified SPH framework. It has two important features, namely, (1) the generic design providing a C++ API with very good flexibility for domain-specific applications, (2) the unified framework within which numerous industrial or scientific applications can be coupled. The present version (v0.2.0) includes a wide range of validation tests and applications in the fields of fluid dynamics, solid dynamics, thermal and mass diffusion, reaction-diffusion, electromechanics and fluid-structure interactions.
DOI: 10.17632/zvfm4znnzb.1
title: Microchips_Organizacija2021

description: MIs acceptance research. The survey was conducted in four countries in 2016 and 2017: Slovenia, the Czech Republic, Poland, and Croatia. Details about data available in manuscript "Are we ready to use microchip implants? An international cross-sectional study" published in journal Organizacija 2021.
DOI: 10.17632/wp9h39kbtv.1
title: Time coding in rat dorsolateral striatum

description: Behavioral and Neural data from Time coding in rat dorsolateral striatum (Toso et al, 2021, Neuron). Read "Description.txt" inside each folder for a description of the datasets.
DOI: 10.17632/cyryh76kps.1
title: Data on leading Russian universities performance in 2015-2018 (version 2.0)

description: In comparison with the previous version this dataset contains two sets of data on educational, research, international, financial and economic activities and public recognition for 93 leading Russian universities, grouped into 4 categories, and other Russian universities for the period 2015-2018. The following categories refers to the leading universities: Federal, National Research and Flagship universities, together with universities-participants of the Russian Academic Excellence Project (Project 5-100). In addition to the data collected from materials published in the monitoring of higher education institutions’ effectiveness, held by the Ministry of Science and Higher Education of the Russian Federation, Web of Science (citation-based research analytics tool InCites) and Scopus (citation-based research analytics tool SciVal) databases, materials from international ranking agencies QS, THE, ARWU, this dataset contains the comparative analysis of universities activities, the results of indicators aggregation for the specified types of activities and the offset, calculated using the Displaced Ideal Method. The data are presented in Excel format. The first Excel sheet contains the data for 93 leading universities. The collected dataset contains 93 records and 174 attributes. The second Excel sheet contains the data for universities categories: FU – Federal Universities, NRU – National Research Universities, FlU – Flagship Universities, Project 5-100 – universities-participants of the Russian Academic Excellence Project, Other - 490 state and municipal organizations of higher education (without Lomonosov Moscow State University (MSU) and St. Petersburg State University (SPbSU). The data are averaged by indicators (median values), except for the positions in rankings, for which the total number of universities included in the respective rankings is indicated. The collected dataset contains 5 records and 118 attributes. Researchers can use this dataset for socio-economic studies in comparative analysis of higher education system development level in different countries.
DOI: 10.17632/w293jxpggj.2
title: US consumer prices data 2017-18 for sub-national CPI-U calculations using TiPRD model and R implementation

description: This data is a portion of a larger dataset, composed by over 120 million data points, collected by Starsift LLC for the Grocerybear Project (www.grocerybear.com) every day between January 2017 and May 2018 for over 50,000 unique items in about 750 commercial categories for eleven US cities: Boise, Honolulu, Houston, Las Vegas, Los Angeles, Orlando, Phoenix, Portland, San Francisco, Seattle, and Washington DC. This dataset is composed by 5 csv files, one for each CPI-U Entry Level Item disclosed: Apples, Bread, Butter, Cigarettes, and Coffee. Each file presents the following columns: Year, Month, Product name, Product code, City, Store Chain, Average price in the month. Store chains have been anonymized. This project also includes an R file to calculate sub-national consumer price indexes using the Time-interaction-Region Product Dummy (TiRPD) model.
DOI: 10.17632/bgs7w9z24h.2
title: Connectomes of phase-synchronization generated by Wilson-Cowan network model

description: This dataset contains model-generated group-level connectomes of phase-synchronization 1.) between 74 left-hemispheric regions of the Destrieux brain atlas, and 2.) between 74 right-hemispheric regions of the Destrieux brain atlas (Destrieux et al. (2010)). Model dynamics were generated by simulating a model of 74 Wilson-Cowan oscillators (Wilson & Cowan (1972)), with links between oscillators specified by a diffusion MRI (Magnetic Resonance Imaging)-based connectome. Source-reconstructed model dynamics were obtained by projecting simulated data to MEG sensors and then, projecting sensor-level data back to brain regions using subject-specific forward and inverse operators respectively (N=23). Subject-specific source-reconstructed model dynamics were bandpass filtered in the alpha frequency band (8-12 Hz) using Morlet filtering (peak-frequency=9.83 Hz, m=5). Subject-specific matrices of phase-synchronization were then estimated between every pair of left-hemispheric regions (or right-hemispheric regions), using weighted Phase Lag Index (wPLI) (Vinck et al. (2011)). These 23 subject-specific matrices of phase-synchronization were averaged to produce model-generated group-level connectomes of phase-synchronization.
DOI: 10.17632/xcdxxyk62d.1
title: Ghana COVID-19 Daily Case Data by Date Sample Taken March-November 2020

description: Ghana COVID-19 Daily Case Data by Date Sample Taken March-November 2020.
DOI: 10.17632/hdkksr6v7t.1
title: GroupMath: A Mathematica package for group theory calculations

description: GroupMath is a Mathematica package which performs several calculations related to semi-simple Lie algebras and the permutation groups, both of which are important in various areas of physics. Having in mind the specific needs of theoretical particle physicists, the program computes several basis-independent quantities (such as roots, weights, decomposition of products of representations, branching rules) as well as basis-dependent ones (including explicit representation matrices and Clebsch-Gordon coefficients).
DOI: 10.17632/jjpff3pysn.1
title: Angular coefficients for symmetry-adapted configuration states in jj-coupling

description: In atomic structure and collision theory, the efficient spin-angular integration is known to be crucial and often decides, how accurate the properties and behavior of atoms can be predicted numerically. Various methods have been developed in the past to keep the computation (and implementation) of the spin-angular integration feasible for complex shell structures, including open d- and f-shell elements. To support such computations, we here provide a new implementation of the angular coefficients for jj-coupled and symmetry-adapted configuration states that is entirely built upon the quasi-spin formalism. The module SpinAngular is based on Julia, a new programming language for scientific computing, and supports a simple access to all (completely) reduced tensors, coefficients of fractional parentage for subshells with j &lt;= 9/2 as well as the re-coupling coefficients from this formalism. Moreover, this module has been worked out for multiple purposes, including 1) the accurate calculation of atomic properties, 2) further studies on spin-angular integration theory, 3) the development of new or existing computer programs as well as 4) the manipulation of reduced matrix elements from this theory. The present implementation will therefore help advance the algebraic evaluation of many-electron (transition) amplitudes and to apply the theory to newly emerging research areas.
DOI: 10.6084/m9.figshare.14776272
title: Co-cultivation of selected combinations of HOB and MOB

description: The eight best combinations were selected based on the plating of the combinations of the 9 MOB with the 19 HOB. Additionally,<i> X. autotrophicus</i> and <i>C. necator</i> were combined with the best growing MOB, <i>Methyloparacoccus murrelli </i>LMG 27482, as established by the results of plating and flow cytometry measurements. <i>C. necator</i> is one of the most well-described species for hydrogen-driven MP production (Yu, 2018), whereas we recently identified <i>X. autotrophicus </i>as a autotrophic, nitrogen fixing HOB (Hu et al., 2020). As before, the MOB and HOB pure cultures were diluted in DSMZ medium 81 containing trace elements, at a final cell density of 10<sup>6</sup> cells/mL, before being subjected to triplicate incubations