Find research datasets worth reusing

opencc-by-4.0Sep 2019View details →

Redistribution of the shapefile of the digital soil map of the Flemish Region (status 2017-06-20)

This is a redistribution of the shapefile of the '<a href="https://www.dov.vlaanderen.be/geonetwork/srv/dut/catalog.search#/metadata/5c129f2d-4498-4bc3-8860-01cb2d513f8f">Digitale bodemkaart van het Vlaams Gewest: bodemtypes, substraten, fasen en varianten van het moedermateriaal en de profielontwikkeling</a>' (digital soil map of the Flemish Region: soil types, substrates, phases, variants of the parent material, and profile development), originally published by 'Databank Ondergrond Vlaanderen’ (Subsurface Database of Flemish Region, DOV) under a CC-BY compatible license. Its shapefile has been redistributed as the <code>soilmap</code> data source, used in reproducible, analytical workflows on Flemish Natura 2000 habitats and regionally important biotopes. These workflows rely on a stable, clean (datafile-only) and uniform representation of each data source version, represented by a Zenodo DOI. The Belgian soil map was drawn up by intensive soil mapping from the 1950s to 1970s (Dudal et al., 2005). The map is based on the Belgian soil classification system. It is a national system that was set up exclusively for Belgian soils. The digital soil map of the Flemish Region is documented by Van Ranst & Sys (2000). Each spatial polygon, accurately digitized from the soil map sheets (published at map scale 1:20000) at scale 1:5000, includes information on soil types, substrates, phases, variants of the parent material and profile development. If available, the general characteristics and photos of a representative soil profile and environment can be obtained for each soil type. Finally, for each location it is possible to call in a scan of the analog soil map sheet, the corresponding explanation booklet and the basic maps on a 1: 5000 scale. The digital soil map was updated in 2017 with information from several military domains, a uniform soil type was generated for the polder area, and several mistakes were corrected. The data source is owned by ‘Vlaams Planbureau voor Omgeving’ (Flemish Planning Bureau for Environment, Department of Environment of the Flemish government).

opencc-by-4.0Sep 2019View details →

EXPLORATORY SPATIAL ANALYSIS OF "ACCESS" TO PHYSICAL AND DIGITAL RETAIL BANKING CHANNELS IN THE UK

File built in order to explore access to banking channels in the UK (February 2019) The report "Exploratory Spatial Analysis of Access to Physical and Digital Retail Banking Channels in the UK" has been published by Think Forward Initiative in October 2019. You can download the full report from here: <a href="https://www.thinkforwardinitiative.com/research/exploratory-spatial-analysis-of-access-to-physical-and-digital-retail-banking-channels-in-the-uk">https://www.thinkforwardinitiative.com/research/exploratory-spatial-analysis-of-access-to-physical-and-digital-retail-banking-channels-in-the-uk</a> Related code: <a href="https://github.com/andrasonea">andrasonea</a>/<a href="https://github.com/andrasonea/TFI_AccessToBanking">TFI_AccessToBanking</a>

opencc-by-4.0Dec 2019View details →

Digital Inventory of the Wooden Neighborhood of Raksila in Oulu, FInland

The material concerns the investigation made on the case study of Raksila, wooden historic neighborhood in Oulu, Finland. For each building it has been elaborated a census card by fixing the information on a sketch book, the analysis has included several specific aspects: dates of construction, function, materials used for the facades, structure, colours of the facades, typologies of frames and analysis of the open areas. For the analysis of Raksila two different types of card have been designed: one type for the residential buildings and another one (more simplified) for the description of the services located around the neighbourhood. The recognition on field represent a fundamental part in the elaboration of the census card, the operator needs to make an appreciation of the main aspects by producing lists of different typologies connected to a same category, i.e. elaborate different lists of values. Categories and list of values represent the main elements in the formulation of the census card. When the analysis is finished the entire categories analysed with the related lists need to be transfer to a digital card by using FileMaker software. This programme gives the possibility to create detailed digital databases by including specific data sets. After the recognition phase and the elaboration of the card in digital form, the operator can start the acquisition of the information on field. Each building is identified with a specific code that can be elaborated by the operator or, as in this case, by using the existing codification system (for the analysis of the buildings in Raksila it has been used the same codification elaborated by the Municipality of Oulu in order to deliver to them an updated material easily consulted). When the acquisition of the information is finished the result is a digital archive which can be navigated and used for different types of purposes. Moreover, the software gives the possibility to recover all those cards, which have the same information or group of information. In the final part, they have been then put in mutual dialogue through the support of a 3D model realized on the base of the laser scanner. This step produced thematic maps and interesting consideration for the understanding of the place with its intrinsic dynamics.

opencc-by-4.0Aug 2024View details →

List of Digital Resources for Medieval Studies in German-speaking Countries

The Middle Ages have been brought into the digital era through the extensive digitisation of medieval source material, transforming the scope and breath of medieval studies. The field has long embraced digital methodologies, with medievalists praised as early adopters since the 1940s. German-speaking countries have brought forward innovative projects ranging from digital editions, interactive maps, to comprehensive databases and computational analysis. The following pages present a curated list of 164 digital resources and repositories for medieval studies that are initiated or located in Germany, Austria, and Switzerland. The list is not comprehensive and ongoing. It was made to aid scholars in navigating the dynamic landscape of digital medieval studies, promoting collaboration and providing insight into the field's development. The selected projects are supportive resources dealing with the Middle Ages (up to 1500) and have a clear research goal. It covers diverse topics like numerology, heraldry, monastic life, and architecture. Most of the listed digital resources are freely accessible. The projects are classified by their digital methods, as described in more detail on a separate page. The descriptors and types used to describe the projects distinctly highlight the interdisciplinary nature of medieval studies in the digital age. This list emphasises the transformative potential of digital resources, offering a starting point for continued exploration and expansion in the evolving landscape of digital medieval studies. This repository is created within the sub project <a href="https://www.virtuelle-lebenswelten.de/forschung/wissen" target="_blank" rel="nofollow noreferrer noopener">B02 Virtuelles Mittelalter</a>, curated by Juliet Diekkämper with the help of Suzette van Haaren. Sources gathered in 2023-2024.

opencc-by-4.0Aug 2024View details →

Gummern - Digital elevation model 0.5 m, created from Pléiades Neo tri-stereo satellite imagery

<h2>Abstract</h2> Digital surface model, spatial resolution 0.5 m, produced from Pleiades Neo Tri-Stereo imagery & Ground control points for Pleiades Neo tri-stereo orientation. This depositry contains data generated within the European S34 project. <h2>Metadata Information</h2> <table> <tbody> <tr> <td> Identification </td> </tr> <tr> <td> Full Title </td> <td> Gummern_PleiadesNeo_DSM05m & Gummern_PleiadesNeo_GCPs </td> </tr> <tr> <td> Abstract </td> <td> Digital surface model, spatial resolution 0.5 m, produced from Pleiades Neo Tri-Stereo imagery & Ground control points for Pleiades Neo tri-stereo orientation </td> </tr> <tr> <td> Keywords </td> <td> surface model, Pleiades Neo, tri-stereo </td> </tr> <tr> <td> Pilot area </td> <td> Gummern </td> </tr> <tr> <td> Associated resources </td> <td> Gummern_PleiadesNeo_GCPs </td> </tr> <tr> <td> Language </td> <td> English </td> </tr> <tr> <td> URL </td> <td> / </td> </tr> <tr> <td> Categories </td> <td> Elevation & GNSS </td> </tr> <tr> <td> Temporal reference </td> </tr> <tr> <td> Creation date (dd.mm.yyyy) </td> <td> 1.10.2023 (27.10.2023 – GNSS) </td> </tr> <tr> <td> Revision date (dd.mm.yyyy) </td> <td> 1.12.2023 (6.11.2023 – GNSS) </td> </tr> <tr> <td> Quality and validity </td> </tr> <tr> <td> Representation type </td> <td> Raster / Vector </td> </tr> <tr> <td> Fromat </td> <td> GeoTIFF / CSV </td> </tr> <tr> <td> Lineage </td> <td> / </td> </tr> <tr> <td> Spatial resolution </td> <td> 0.5m </td> </tr> <tr> <td> Positional accuracy </td> <td> 0.30m (0.01m – GNSS) </td> </tr> <tr> <td> Maintenance information </td> <td> / </td> </tr> <tr> <td> Coordinate system </td> <td> EPSG 25833 </td> </tr> <tr> <td> Constranits related to access and use </td> </tr> <tr> <td> Use limitation </td> <td> / </td> </tr> <tr> <td> Access constraint </td> <td> / </td> </tr> <tr> <td> Public/Private </td> <td> Public </td> </tr> <tr> <td> Responsible organisation </td> </tr> <tr> <td> Responsible Contact </td> <td> Dejan Grigillo (dejan.grigillo@fgg.uni-lj.si) </td> </tr> <tr> <td> Responsible Party </td> <td> UL </td> </tr> <tr> <td> Metadata on metadata </td> </tr> <tr> <td> Contact </td> <td> Dejan Grigillo (dejan.grigillo@fgg.uni-lj.si) </td> </tr> <tr> <td> Metadata language </td> <td> English </td> </tr> </tbody> </table>

High-resolution water budget estimates over the Po basin: progress towards digital replicas (OL, DAg(), DAs(), DAgs())

NASA LIS output with water budget variables at 0.7 km^2 resolution over the Po river basin (Italy) for 2015-2023. Netcdf files for 8 + 2 experiments, described in De Lannoy et al. (2024, JAMES). Because of storage limitations, this upload contains 7 of the 8 experiments with ERA5. The baseline OL experiment without irrigation is on a separate zenodo link (see below). 8 experiments forced with ERA5 meteorology po_ol_hymap_noirr: (OL) open loop simulation, no irrigation modeling --> 10.5281/zenodo.13768739 po_ol_hymap_irr: (OL*) open loop simulation, with irrigation modeling po_da_hymap_gamma_noirr: (DAg) data assimilation of Sentinel-1 backscatter (VV) for soil moisture updating, no irrigation modeling po_da_hymap_gamma_irr: (DAg*) data assimilation of Sentinel-1 backscatter (VV) for soil moisture updating, with irrigation modeling po_da_hymap_snd_noirr: (DAs) data assimilation of Sentinel-1 snow depth retrievals, no irrigation modeling po_da_hymap_snd_irr: (DAs*) data assimilation of Sentinel-1 snow depth retrievals, with irrigation modeling po_da_hymap_gamma_snd_noirr: (DAgs) data assimilation of Sentinel-1 backscatter (VV) for soil moisture updating and assimilation of snow depth retrievals, no irrigation modeling po_da_hymap_gamma_snd_irr: (DAgs*) data assimilation of Sentinel-1 backscatter (VV) for soil moisture updating and assimilation of snow depth retrievals, with irrigation modeling 2 experiments forced with MERRA2 meteorology --> These are not provided on Zenodo, because we hit the maximum storage limit. Feel free to reach out to the authors and ask for these data. po_ol_hymap_noirr_M2: open loop simulation, no irrigation modeling po_ol_hymap_irr_M2: open loop simulation, with irrigation modeling

High-resolution water budget estimates over the Po basin: progress towards digital replicas (OL): open loop without irrigation

NASA LIS output with water budget variables at 0.7 km^2 resolution over the Po river basin (Italy) for 2015-2023. Netcdf files for 8 + 2 experiments, described in De Lannoy et al. (2024, JAMES). Because of storage limitations, this upload only contains the baseline open loop without irrigation (OL), i.e. 1 of the 8 experiments with ERA5. The other 7 experiments are on a separate zenodo link (see below). 8 experiments forced with ERA5 meteorology po_ol_hymap_noirr: (OL) open loop simulation, no irrigation modeling po_ol_hymap_irr: (OL*) open loop simulation, with irrigation modeling --> 10.5281/zenodo.13754454 po_da_hymap_gamma_noirr: (DAg) data assimilation of Sentinel-1 backscatter (VV) for soil moisture updating, no irrigation modeling --> 10.5281/zenodo.13754454 po_da_hymap_gamma_irr: (DAg*) data assimilation of Sentinel-1 backscatter (VV) for soil moisture updating, with irrigation modeling --> 10.5281/zenodo.13754454 po_da_hymap_snd_noirr: (DAs) data assimilation of Sentinel-1 snow depth retrievals, no irrigation modeling --> 10.5281/zenodo.13754454 po_da_hymap_snd_irr: (DAs*) data assimilation of Sentinel-1 snow depth retrievals, with irrigation modeling --> 10.5281/zenodo.13754454 po_da_hymap_gamma_snd_noirr: (DAgs) data assimilation of Sentinel-1 backscatter (VV) for soil moisture updating and assimilation of snow depth retrievals, no irrigation modeling --> 10.5281/zenodo.13754454 po_da_hymap_gamma_snd_irr: (DAgs*) data assimilation of Sentinel-1 backscatter (VV) for soil moisture updating and assimilation of snow depth retrievals, with irrigation modeling --> 10.5281/zenodo.13754454 2 experiments forced with MERRA2 meteorology --> These are not provided on Zenodo, because we hit the maximum storage limit. Feel free to reach out to the authors and ask for these data. po_ol_hymap_noirr_M2: open loop simulation, no irrigation modeling po_ol_hymap_irr_M2: open loop simulation, with irrigation modeling

Respondents' perspectives on the impact of digital data-based health services on disaster risk management in Indonesia.

This data contains respondents' perspectives on the impact of digital data-based health services on disaster risk management. Digital health services are the implementation of digital, information, and communication technologies in the context of health services. Digital health services include: mHealth, Health Information Technology, Wearable Devices, Telehealth and Telemedicine, and Personalized Medicine.  Data was collected and processed as part of the ODDEA (Overcoming Digital Divide Between Europe and Southeast Asia) EU research project (Project ID: HORIZON MSCA-SE 101086381) would be advisable.

INCOME DISPARITIES AMONG MICRO AND SMALL ENTERPRISES: THE DIGITAL DIVIDE IN INDONESIA

Data related to small scale enterprise in relations to the digital aspects by prinvince in Indonesia source from Badan Pusat Statistik, Republic of Indonesia Data was collected and processed as part of the ODDEA (Overcoming Digital Divide Between Europe and Southeast Asia) EU research project (Project ID: HORIZON MSCA-SE 101086381)

Dataset for DoS and DDoS Attacks on Digital Meter SICAM via GOOSE Protocol Flooding

This dataset presents network traffic data from simulated Denial of Service (DoS) and Distributed Denial of Service (DDoS) attacks on a Digital Meter SICAM device using the GOOSE protocol. An unauthorized attacker floods the SICAM meter's communication by initially sending 100 GOOSE packets at 1 ms intervals, followed by an intensified attack of 500 GOOSE packets. These actions render the meter unreachable by the legitimate Control Station, disrupting normal operations and data retrieval processes.

Dataset of "Advancing Logic Circuits with Halide Perovskite Memristors for Next-Generation Digital Systems"

This dataset supports the article "Advancing Logic Circuits with Halide Perovskite Memristors for Next-Generation Digital Systems"     Raw data for the article "Advancing Logic Circuits with Halide Perovskite Memristors for Next-Generation Digital Systems". For further details see the readme.txt file.

Montserrat Digital Surface Model (1 metre) - March 2019 - Pleiades Photogrammetry (raw, not co-registered)

This tiff file contains a Digital Surface Model (DSM) of the southern portion of Montserrat, Eastern Caribbean, including the Soufrière Hills Volcano. This is the raw DSM, generated via leverage of Pleiades tri-stereo imagery using the DSM-OPT software platform; it has not been co-registered.

Belham River Valley Digital Surface Model (1 metre) - March 2019 - Pleiades Photogrammetry (co-registered)

This tiff contains a Digital Surface Model (DSM) of the Belham River Valley in Montserrat, Eastern Caribbean. This was generated via leverage of Pleiades tri-stereo imagery throught the DSM-OPT software platform. This DSM has been co-registered to a LiDAR DSM (generated in 2010, vertical error 0.15 m) and found to have a vertical error of 2.3 m.

Cardiac_Digital_Twin_Data

Repository creation in progress. meta_data can be directly used to run the codes in https://github.com/juliacamps/Cardiac-Digital-Twin to generate and visualise digital twins and reproduce the results from "Harnessing 12-lead ECG and MRI data to personalise repolarisation profiles in cardiac digital twin models for enhanced virtual drug testing" (https://doi.org/10.1016/j.media.2024.103361). The supplement of the publication mentioned earlier contains additional information on the code and data structure. The monodomain simulations were performed using the configuration and mesh files in  monodomain_monoalg3D_configuration_meshes.tar and using the version of monoAlg3D that can be found at <a title="https://github.com/bergolho/monoalg3d_c/tree/t-wave-personalisation-2024" href="https://github.com/bergolho/MonoAlg3D_C/tree/t-wave-personalisation-2024" target="_blank" rel="noreferrer noopener">https://github.com/bergolho/MonoAlg3D_C/tree/t-wave-personalisation-2024</a>  The specific custom functions that were implemented in the t-wave-personalisation-2024 branch of the monoAlg3D code to enable the simulations can be found in monodomain_monoalg3D_custom_functions.tar.

opencc-by-4.0Nov 2024View details →

Analog and digital sun sensor thermal test measurements

Internal temperature sensor measurements for analog and digital sun sensor thermal (only thermal no vacuum) cycling tests.  An additional external omega temperature logger for reference was used. During the first test the soaking time was wrongly configured in the thermal chamber settings.

opencc-by-4.0Jun 2021View details →

Carbon emission and lifecycle costs supporting digital twins for managing railway maintenance and resilience

The development of railway construction increases the system complexity, which results in difficulty in management with traditional methods. Building Information Modelling (BIM) as an interoperable concept is benefits via whole life-cycle assessment (LCA) of the project, and it has been widely adopted in architecture, construction, and engineering (ACE) fields. This dataset of lifecycle cost and carbon footprint supports the digital twins for managing railway maintenance and resilience.

opencc-by-4.0Jun 2021View details →

Global topsoil SOC stock from 1981 to 2018 estimated by combining process-based model and space-for-time digital soil mapping

This dataset include the topsoil (0-30cm) soil organic carbon (SOC) stocks in mineral soils under major land classes (forest, grassland, shrub land, savannas, cropland, cropland/natural vegetation mosaic, and sparely vegetated land) from 1981 to 2018. The long-time series of SOC stocks were estimated by using a space-for-time digital soil mapping (DSMst) model where the RothC-simulated SOC stocks were incorporated as one of the dynamic covariates of the DSMst model. The detail information on the products were given below: Name: DSMst-RothC 5-km global topsoil SOC stock products Period: 1981-2018 Spatial resolution: 0.041666667 degree Temporal resolution: 1 year CRS: geographic latitude/longitude (EPSG:4326 - WGS 84 – Geographic) Extent: -180°, -90°: 180°, 90° Data format: GeoTIFF Compression: LZW Data type: Float32 Unit: t C ha-1

WoS and Scopus records for the bibliometric analysis in the output D2.2 Digital transformation of research and innovation roadmap of the reSEArch-EU project

These files represent the exported WoS and Scopus records, used in the output D2.2 Digital transformation of research and innovation roadmap  of the Horizont project reSEArch-EU, implemented by the SEA-EU university alliance.

Post-remediation evaluation of contaminated site using geophysical methods: Digital Elevation Model Olkusz (Poland) 20220629

The Digital Elevation Model is based on 449 aerial photos taken by a Mavic PRO Unmanned Aerial Vehicle (UAV) fitted with an FC220 camera (focal length: 35 mm; charge-coupled device: 5472 × 3078 pixels, DJI, Shenzhen, China) on 29 June 2022. The final product is a DEM with a 51.1 cm/pix raster field resolution. These products were mapped in the ellipsoid WGS 84 (EPSG:4326).  This research was funded by National Science Centre, Poland MINIATURA-5 2021/05/X/ST10/00673 “Post-remediation evaluation of contaminated site using geophysical methods”

Digital Terrain Model of Edeta's land

Here you can find the Digital Terrain Model -DTM- used to create visibility and network paths. Our DTM has been built merging several sheets -666, 667, 668, 694, 695, 696, 720, 721, 722- of the Digital Terrain Model known as DTM05 that can be downloaded from the Centro Nacional de Información Geográfica -CNIG- "[Centro de Descargas](<a href="https://centrodedescargas.cnig.es/CentroDescargas/locale?request_locale=en">https://centrodedescargas.cnig.es/CentroDescargas/locale?request_locale=en</a>)" -download hub-, the Spanish Government official provider of Geographic Information. The original product is described as a Digital Terrain Model 1st Coverage with 5 m grid spacing. The nine sheets were merged and cropped to a final DTM of 7600 by 5600 with the following corner coordinates: Upper Left ( 680000.000, 4403000.000) Lower Left ( 680000.000, 4375000.000) Upper Right ( 718000.000, 4403000.000) Lower Right ( 718000.000, 4375000.000) Center ( 699000.000, 4389000.000)