cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6343657
title: MDIW-13: New Database and Benchmark for Script Identification

description: Script identification is a necessary step in some applications involving document analysis in a multi-script and multi-language environment. This paper provides a new database for benchmarking script identification algorithms, which contains both printed and handwritten documents collected from a wide variety of scripts, such as Arabic, Bengali (Bangla), Gujarati, Gurmukhi, Devanagari, Japanese, Kannada, Malayalam, Oriya, Roman, Tamil, Telugu, and Thai. The dataset consists of 1,135 documents scanned from local newspapers and handwritten letters and notes from different native writers. Further, these documents are segmented into lines and words, comprising a total of 13,979 and 86,655 lines and words, respectively, in the dataset. Easy-to-go benchmarks are proposed with handcrafted and deep learning methods. The benchmark includes results at the document, line, and word levels with printed and handwritten documents. Results of script identification independent of the document/line/word level and independent of the printed/handwritten letters are also given.<br> <strong>https://www.dropbox.com/s/vtmy0l4gjxun0oe/Multiscript_SIW_Database_Feb25_acceptedPaper.zip?dl=0</strong> Please, cite our work if you find useful the database: M. A. Ferrer, A. Das, M. Diaz, A. Morales, C. Carmona-Duarte, U. Pal (2022), "MDIW-13: New Database and Benchmark for Script Identification", Multimedia Tools and Applications, Pages 1-14. Accepted A. Das, M. A. Ferrer, A. Morales, M. Diaz, U. Pal, et al. "SIW 2021: ICDAR Competition on Script Identification in the Wild". 16th International Conference on Document Analysis and Recognition (ICDAR 2021). Lecture Notes in Computer Science, vol 12824. Springer. Sep. 5-10, 2021, Lausanne, Switzerland, pp. 738-753. doi: 10.1007/978-3-030-86337-1_49
DOI: 10.5525/gla.researchdata.1250
title: Determining candidate hypobaric hypoxia profiles for humane killing of laboratory mice

description: Raw data and statistical analyses for manuscript entitled "Determining candidate hypobaric hypoxia profiles for humane killing of laboratory mice".
DOI: 10.5281/zenodo.6381770
title: MNMA Dataset

description: This document is a description of a dataset which can be used for mobile network management automation (MNMA) related research scenarios. This dataset has been generated using a Nokia internal simulator. The simulation scenario is a Manhattan grid model which contains 1000 users distributed across an area of 4 sq kilometers and 5 cells. There is a central cell which is overlapped by four other cells in four sides. The users were all of different types like pedestrians, bike riders, cars, etc. and the user mobility was random. The data was collected at the cell level and it contains: (i) downlink throughput in bits/s, (ii) radio link failures, (iii) cell load, (iv) handover attempts and (v) successful handovers. The data was collected every 10 seconds for a duration of 6 hours at each cell, so the simulation ran for $3600$ time steps. KPIs of each cell were recorded separately and they were dumped into text files in JSON format. To observe handover related performances and KPIs, it is recommended to use the data measured in the centrall cell (cell id: 4). For more information and quantitative analysis of the dataset, please refer to the following paper: <strong>A. Banerjee, S. S. Mwanje and G. Carle, "Toward Control and Coordination in Cognitive Autonomous Networks," in IEEE Transactions on Network and Service Management, vol. 19, no. 1, pp. 49-60, March 2022, doi: 10.1109/TNSM.2021.3116308.</strong>
DOI: 10.5281/zenodo.6381769
title: MNMA Dataset

description: This document is a description of a dataset which can be used for mobile network management automation (MNMA) related research scenarios. This dataset has been generated using a Nokia internal simulator. The simulation scenario is a Manhattan grid model which contains 1000 users distributed across an area of 4 sq kilometers and 5 cells. There is a central cell which is overlapped by four other cells in four sides. The users were all of different types like pedestrians, bike riders, cars, etc. and the user mobility was random. The data was collected at the cell level and it contains: (i) downlink throughput in bits/s, (ii) radio link failures, (iii) cell load, (iv) handover attempts and (v) successful handovers. The data was collected every 10 seconds for a duration of 6 hours at each cell, so the simulation ran for $3600$ time steps. KPIs of each cell were recorded separately and they were dumped into text files in JSON format. To observe handover related performances and KPIs, it is recommended to use the data measured in the centrall cell (cell id: 4). For more information and quantitative analysis of the dataset, please refer to the following paper: <strong>A. Banerjee, S. S. Mwanje and G. Carle, "Toward Control and Coordination in Cognitive Autonomous Networks," in IEEE Transactions on Network and Service Management, vol. 19, no. 1, pp. 49-60, March 2022, doi: 10.1109/TNSM.2021.3116308.</strong>
DOI: 10.6084/m9.figshare.19248620
title: Included articles from Masterson D, Areskoug Josefsson K, Robert G, Nylander E, Kjellström S. Mapping definitions of co‐production and co‐design in health and social care: a systematic scoping review providing lessons for the future. Health Expect. 2022;1‐12. doi:10.1111/hex.13470

description: Included articles in a systematic scoping review (n = 979)
DOI: 10.6084/m9.figshare.19248620.v1
title: Included articles from Masterson D, Areskoug Josefsson K, Robert G, Nylander E, Kjellström S. Mapping definitions of co‐production and co‐design in health and social care: a systematic scoping review providing lessons for the future. Health Expect. 2022;1‐12. doi:10.1111/hex.13470

description: Included articles in a systematic scoping review (n = 979)
DOI: 10.17033/data.00000286
title: Provenancing silcrete artefacts in the Kalahari Desert: Full geochemical dataset

description: The geochemical data in this spreadsheet relate to lithic raw material and archaeological investigations in various parts of the Kalahari Desert, southern Africa. Samples were analysed as part of two separate projects, with field seasons in 2011 and 2016-2017. Fieldwork and geochemical analysis undertaken in northwest Botswana and northeast Namibia in 2011 is reported in Nash et al. (2013, 2016). Fieldwork and geochemical analysis undertaken in and around Ntwetwe Pan, Botswana, in 2016-17 is reported in Nash et al. (2022). Only samples with SiO2 contents of ≥80% are included in these studies - other samples have chemical compositions indicating they are either calcrete or a silcrete-calcrete intergrade duricrust but are included here for completeness.
description: Duricrust samples were collected in the field using standard geological sampling methods, with 3 samples normally collected per site. A GPS reading was recorded for each sampling site. Artefacts were sampled as part of chaine operatoire analyses for each archaeological site. Geochemical analysis of artefacts and field samples was undertaken by ICP-AES and ICP-MS. Raw data and quality control data are included within the dataset. Full details of sampling and analytical methods are reported in Nash et al. (2013, 2016, 2022).
DOI: 10.14459/2022mp1652488
title: Phase response of the cross-talk area in can-annular combustors for different gap geometries

description: Can-annular combustors exhibit a small gap in front of the turbine that allows acoustic communication between neighbouring cans. The dataset contains the equivalent reflection coefficients obtained with FEM Helmholtz simulations performed with COMSOL Multiphysics. For each azimuthal order, and for each geometrical configuration, the absolute value and the phase response of the gap is given as a function of frequency.
DOI: 10.21227/y8vk-wj40
title: Vehicular Trajectories from Jeju, South Korea

description: This dataset contains the vehicular traces from a location in Jeju-si, South Korea. The dataset contains 8,495,739 traces of vehicles. It comprises of major areas/junctions of which one is the intersection from where the Jeju International Airport and Jeju Seaport traffic passes on daily. Jeju International Airport is one of the busiest airpots in the world. Four types of vehicles were considered in the simulation of dataset, i.e., buses, trucks, passenger-cars, taxies. Each trace contains: time (timestep in seconds)id (unique id of vehicle, IDs starting with a prefix of jTx, jPs, jBs, and jTr represent a taxi, passenger, bus, and a truck respectively)latitude (y-axis value in geo-coordinate format)longitude (x-axis value in geo-coordinate formattype (type of vehicle, bus, truck, passenger-car, taxi)angle (angle ranging from 0~360 degree, representing the direction of a vehicle)speed (speed of a vehicle at a timestep t)lane (lane on which a vehicle is at timestep t)pos (position of a vehicle in meters travelled on a lane at a timestep t)
DOI: 10.5281/zenodo.5910909
title: Results of EUA survey on universities and innovation

description: This database refers to the data collected by the European University Association (EUA) through its survey on universities and innovation in 2021. Designed to gather evidence about the state of innovation at European universities, the EUA survey took stock of how these institutions pursue their third mission and help deliver the sustainable and digital transitions. As such, it continues EUA’s long-standing work showcasing universities’ key contributions to innovation ecosystems, in a context of multiplying societal challenges and the increasing relevance of knowledge to devising new solutions. The full report published by the Association is available at: https://www.eua.eu/resources/publications/1014:universities-as-key-drivers-of-sustainable-innovation-ecosystems.html All information that could lead to the identification of individual universities and other higher education institutions was removed from the database. The following files are available: EUA survey on universities and innovation Database in the following formats: .xlsx (Microsoft Excel) and .sav (IBM SPSS) Survey Codebook: includes information on all the variables and their coding (.xlsx) Data Management Plan.
DOI: 10.5281/zenodo.5910908
title: Results of EUA survey on universities and innovation

description: This database refers to the data collected by the European University Association (EUA) through its survey on universities and innovation in 2021. Designed to gather evidence about the state of innovation at European universities, the EUA survey took stock of how these institutions pursue their third mission and help deliver the sustainable and digital transitions. As such, it continues EUA’s long-standing work showcasing universities’ key contributions to innovation ecosystems, in a context of multiplying societal challenges and the increasing relevance of knowledge to devising new solutions. The full report published by the Association is available at: https://www.eua.eu/resources/publications/1014:universities-as-key-drivers-of-sustainable-innovation-ecosystems.html All information that could lead to the identification of individual universities and other higher education institutions was removed from the database. The following files are available: EUA survey on universities and innovation Database in the following formats: .xlsx (Microsoft Excel) and .sav (IBM SPSS) Survey Codebook: includes information on all the variables and their coding (.xlsx) Data Management Plan.
DOI: 10.25502/6pg1-kp05/d
title: Diversity, frequency and geographic distribution of bacterial endosymbionts in banana aphids in Cameroon

description: The project aims to develop management strategies to enable continued banana-plantain production in areas of Sub-Saharan Africa severely affected by banana bunchy top disease, restrict further spread of the disease, and to search in Southeast Asia for banana germplasm resistant to BBTV for use in breeding resistant varieties.
DOI: 10.17043/andersson-2022-nairobi-1
title: Air pollution status and sources of black carbon aerosols in Nairobi, Kenya
DOI: 10.17632/sp282r3f37.1
title: Deletion of a pseudogene within a fragile site triggers the oncogenic expression of the mitotic CCSER1 gene

description: Paper published (10.26508/lsa.202101019)
DOI: 10.5281/zenodo.6008054
title: Supplementary Materials for 'Measuring and assessing indeterminacy and variation in the morphology-syntax distinction'

description: <strong>Supplementary materials for the article 'Measuring and assessing indeterminacy and variation in the morphology-syntax distinction' in <em>Linguistic Typology </em>(Vol. and No. TBD).</strong> Abstract: We provide a discussion of some of the challenges in using statistical methods to investigate the morphology-syntax distinction cross-linguistically. The paper is structured around three problems related to the morphology-syntax distinction; (i) the boundary strength problem; (ii) the composition problem; (iii) the architectural problem.<br> The boundary strength problem refers to the possibility that languages vary in terms of how distinct morphology and syntax are or the degree to which morphology is autonomous. The composition problem refers to the possibility that languages vary in terms of how they distinguish morphology and syntax: what types of properties distinguish the two systems. The architecture problem refers to the possibility that languages vary in terms of whether a global distinction between morphology and syntax is motivated at all and the possibility that languages might partition phenomena in different ways.<br> This paper is concerned with providing an overarching review of the methodological problems involved in addressing these three issues. We illustrate the problems using three statistical methods: correlation matrices, random forests with different choices for the dependent variable, and hierarchical clustering with validation techniques. Overview of materials: SM1: csv with the data SM2: code and pdf for generating the correlation matrices SM3: code and pdf for the random forest analyses SM4: code and pdf for the clustering and cluster validation analyses
DOI: 10.5281/zenodo.6008053
title: Supplementary Materials for 'Measuring and assessing indeterminacy and variation in the morphology-syntax distinction'

description: <strong>Supplementary materials for the article 'Measuring and assessing indeterminacy and variation in the morphology-syntax distinction' in <em>Linguistic Typology </em>(Vol. and No. TBD).</strong> Abstract: We provide a discussion of some of the challenges in using statistical methods to investigate the morphology-syntax distinction cross-linguistically. The paper is structured around three problems related to the morphology-syntax distinction; (i) the boundary strength problem; (ii) the composition problem; (iii) the architectural problem.<br> The boundary strength problem refers to the possibility that languages vary in terms of how distinct morphology and syntax are or the degree to which morphology is autonomous. The composition problem refers to the possibility that languages vary in terms of how they distinguish morphology and syntax: what types of properties distinguish the two systems. The architecture problem refers to the possibility that languages vary in terms of whether a global distinction between morphology and syntax is motivated at all and the possibility that languages might partition phenomena in different ways.<br> This paper is concerned with providing an overarching review of the methodological problems involved in addressing these three issues. We illustrate the problems using three statistical methods: correlation matrices, random forests with different choices for the dependent variable, and hierarchical clustering with validation techniques. Overview of materials: SM1: csv with the data SM2: code and pdf for generating the correlation matrices SM3: code and pdf for the random forest analyses SM4: code and pdf for the clustering and cluster validation analyses
DOI: 10.5281/zenodo.6381643
title: Parabuteo unicinctus SPAdes preassembly

description: .
DOI: 10.5281/zenodo.6381642
title: Parabuteo unicinctus SPAdes preassembly

description: .
DOI: 10.6084/m9.figshare.19410359.v1
title: Climate data Dovre

description: Downscaling based on CHELSA data (references below), downscaling procedure described in Appendix S1.- https://doi.org/10.1017/S0960258518000351- https://doi.org/10.1038/sdata.2017.122
DOI: 10.6084/m9.figshare.19410359
title: Climate data Dovrefjell

description: Downscaling based on CHELSA data (references below), downscaling procedure described in Appendix S1.- https://doi.org/10.1017/S0960258518000351- https://doi.org/10.1038/sdata.2017.122
DOI: 10.6084/m9.figshare.19410359.v3
title: Climate data Dovrefjell

description: Downscaling based on CHELSA data (references below), downscaling procedure described in Appendix S1.- https://doi.org/10.1017/S0960258518000351- https://doi.org/10.1038/sdata.2017.122
DOI: 10.6084/m9.figshare.19410359.v2
title: Climate data Dovre

description: Downscaling based on CHELSA data (references below), downscaling procedure described in Appendix S1.- https://doi.org/10.1017/S0960258518000351- https://doi.org/10.1038/sdata.2017.122
DOI: 10.5281/zenodo.5886095
title: Invalid Dataset

description: Outdated
DOI: 10.5281/zenodo.5886094
title: Invalid Dataset

description: Outdated
DOI: 10.5281/zenodo.6376757
title: Dataset for the development of a "Flow cell for operando X-ray photon-in-photon-out studies on photo-electrochemical thin film devices"

description: All raw experimental data concerning this published ChemRxiv Manuscript: https://doi.org/10.26434/chemrxiv.12382529.v1 soon to be published using the OpenResearchEurope platform.<br> <br> The dataset comprises raw data, analysis and short description:<br> - the CAD-files of the operando cell<br> - the grazing-incidence X-ray diffraction (GIXRD) files of the as-synthesized thin film samples<br> - the high-energy resolution fluoresence-detected (HERFD) X-ray absorption (XAS) files of thin films during photoelectrochemical experimentation<br> - the photoelectrochemical data gathered during HERFD-XAS experiments<br> - the non-operando photoelectrochemical data on the thin film samples<br> - scanning electron microscopy (SEM) image of a representative thin film cross-section
DOI: 10.1285/i20356609v15i1p1
title: Violence, Legitimacy, and Control: The Dynamics of Rebel Rule

description: In this paper, we outline four key sociological processes that shape the character of rebel governance. Firstly, we review the complex relationships between rebel rule and state power and look at the ways social order is generated and maintained in the context of rebel governance. Secondly, we explore relational mechanisms of control and the capacity of rebel governance to penetrate the micro social world under its rule. Thirdly, we analyze the social mechanisms through which legitimacy is attained and maintained in a rebelocracy. Finally, we examine the organizational, ideological, and micro-interactional similarities between state- and rebel governance in order to understand how and why some forms of rebel rule transform into the established governmental structures while others fragment or collapse. We argue that in order to further develop our understanding of power relations in civil wars, we need to look at the details of concrete interactions and patterns of relationships at the local level, in which orders of violence, legitimacy and control manifest themselves in everyday life, the lived experiences of those who rule and are ruled, the practices and institutions that emerge from them, and the processes in which they are negotiated.
DOI: 10.5281/zenodo.6381666
title: Data archive for the publication: Multi-variable compensated quantum yield measurements of upconverting nanoparticles with high dynamic range: a systematic approach

description: The two compressed repositories contain raw and analysed data for the following publication on Optics Express: <strong>Multi-variable compensated quantum yield measurements of upconverting nanoparticles with high dynamic range: a systematic approach</strong> The code for processing and analysing these data is available on GitHub and it has its own DOI. To access the code and for instructions on how to run the it follow the link: Biophotonics-Tyndall/QY-System-paper (github.com).
DOI: 10.5281/zenodo.6381665
title: Data archive for the publication: Multi-variable compensated quantum yield measurements of upconverting nanoparticles with high dynamic range: a systematic approach

description: The two compressed repositories contain raw and analysed data for the following publication on Optics Express: <strong>Multi-variable compensated quantum yield measurements of upconverting nanoparticles with high dynamic range: a systematic approach</strong> The code for processing and analysing these data is available on GitHub and it has its own DOI. To access the code and for instructions on how to run the it follow the link: Biophotonics-Tyndall/QY-System-paper (github.com).
DOI: 10.1285/i20356609v15i1p17
title: Rebel Governance as State-Building? Discussing the FARC-EP's Governance Practices in Southern Colombia

description: Rebel governance practices are often conflated with state-building, as if the former were the embryonic stages of the latter. This association is not necessarily accurate. Some rebels do not aim at replacing the state with another of their own. It also fails to reflect the complex configuration of political power in conflict areas. I comparatively analyze the governance practices of the FARC-EP in six villages in Colombia. Considering the state's presence in those territories and the social background of both rebels and their constituencies, I describe two broad patterns: armed advocacy and substitute state. In none of the cases was the state completely challenged, and there were many overlaps as the rebels used the state structure to advance their cause, in the process inadvertently expanding the infrastructural power of the State they confronted. It is only in this sense that the FARC-EP could be described as unconsciously contributing to state-building, not in the sense that through their governance practices they were laying the foundations for their own state apparatus. This hybrid and ambiguous situation illustrate the importance of understanding the overlapping regimes of territorial authority in conflict situations, as opposed to expecting clear-cut boundaries and monopolies (of violence, power) that rarely occur.
DOI: 10.5281/zenodo.6380022
title: 1440° (4 turn) data set from cubic insulin, with slight radiation damage

description: X-ray diffraction data set recorded on beamline i03 at Diamond Light Source, as part of a training workshop. Data were collected from a cubic insulin crystal prepared following standard methods with an Eiger 2XE 16M detector at 250Hz. Data Collection Parameters Wavelength 1.2399Å Oscillation angle 0.1° Nominal resolution (inscribed circle) 1.5 Total rotation 1440° Nominal flux 5e11 ph/s Beam size 80x20µm Merging stats from xia2 / DIALS automated online processing <pre>For mx30951v8/xins162/SAD Overall Low High High resolution limit 1.32 3.58 1.32 Low resolution limit 54.95 55.00 1.34 Completeness 98.7 100.0 83.3 Multiplicity 132.9 152.8 33.7 I/sigma 41.7 200.6 0.4 Rmerge(I) 0.072 0.044 4.027 Rmerge(I+/-) 0.071 0.043 3.977 Rmeas(I) 0.072 0.044 4.088 Rmeas(I+/-) 0.071 0.044 4.094 Rpim(I) 0.006 0.004 0.675 Rpim(I+/-) 0.008 0.005 0.940 CC half 1.000 1.000 0.360 Wilson B factor 19.890 Anomalous completeness 98.4 100.0 79.3 Anomalous multiplicity 69.1 84.3 17.7 Anomalous correlation 0.760 0.646 -0.050 Anomalous slope 0.613 dF/F 0.026 dI/s(dI) 1.013 Total observations 2426172 151841 26018 Total unique 18257 994 772 Assuming spacegroup: I 2 3 Unit cell (with estimated std devs): 77.71580(7) 77.71580(7) 77.71580(7) 90.0 90.0 90.0 </pre> Data are made available for any purpose including methods developers trying to optimize their software for higher multiplicity data sets.