ORCID coverage in research institutions—Readiness for partially automated research reporting by Kathrin Schnieders, Sandra Mierz, Sabine Boccalini, Wibke Meyer zu Westerhausen, Christian Hauschke, Stephanie Hagemann-Wilholt, Sonja Schulze

“…For this purpose, internally maintained lists of persons to whom an ORCID record could be assigned (internal ORCID person lists) of two different German research institutions—Osnabrück University (UOS) and the non-university research institution TIB—Leibniz Information Center for Science and Technology Hannover—are used to investigate ORCID coverage in external open data sources like FREYA PID Graph (developed by DataCite), OpenAlex and ORCID itself. …”
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All taxa biodiversity inventory of the Bois de Bouis estate (Var, France): a 10-year public-private partnership by Aurélie Lacoeuilhe, Louise Percevault, Jean Ichter, Philippe Gourdain, Katia Herard, Henri Michaud, Laurent Poncet, Thibault Ramage, Océane Roquinarc'h, Phil Withers

“…This project is the first All taxa biodiversity inventory (ATBI) in a private property in France with all information available in open data.The 20 datasets of fauna, flora, lichens and habitat types from the Bois de Bouis estate are now publicly available. …”
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Undernutrition and associated factors among children aged 6-59 months in nutrition-sensitive agriculture intervention implemented Basona district, North Shewa Zone, Amhara region,... by Gebretsadik Keleb Yehuala, Afework Hailu Orcho, Mizan Habtemichael Gebresilassie, Habtemariam Abate Meshesha, Tewodros Getnet Amera, Eshetu Zerihun Tariku

“…Data were collected by Open Data Kit (ODK) data collection platform, and Stata version 16 was used for analysis. …”
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The Impact of Innovation on Business Development. The Example of Moderate Innovators and the Visegrad Group Countries by Małgorzata Jabłońska

“…Using the Pearson linear correlation, the author conducted a data analysis based on an empirical study using open data from the Summary Innovation Index – European Innovation Scoreboard (SII‑EIS) and Eurostat for 2013–2019. …”
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A census from heaven: Unraveling the potential of deep learning and Earth Observation for intra-urban population mapping in data scarce environments by Stefanos Georganos, Sebastian Hafner, Monika Kuffer, Catherine Linard, Yifang Ban

“…Our findings have strong implications for the development of a new generation of urban population products that are an output of end-to-end solutions, can be updated frequently and rely completely on open data.…”
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Automatic 3D Building Model Generation from Airborne LiDAR Data and OpenStreetMap Using Procedural Modeling by Robert Župan, Adam Vinković, Rexhep Nikçi, Bernarda Pinjatela

“…The main objective of this study is to demonstrate the efficient modeling process using open data and free software and resulting in an enhanced accuracy of the 3D building models compared to previous LOD2 iterations.…”
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INTER-REGION TRANSFER LEARNING FOR LAND USE LAND COVER CLASSIFICATION by J. Siddamsetty, M. Stricker, M. Stricker, M. Charfuelan, M. Nuske, A. Dengel, A. Dengel

“…Due to advancements in remote sensing, there is an abundance of open data available but annotating this data is expensive. …”
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Datasheets for Digital Cultural Heritage Datasets by Henk Alkemade, Steven Claeyssens, Giovanni Colavizza, Nuno Freire, Jörg Lehmann, Clemens Neudecker, Giulia Osti, Daniel van Strien

“…This paper includes a proposal for a datasheet template that has been adapted for use in cultural heritage institutions, and which proposes to incorporate information on the motivation and selection criteria, digitisation pipeline, data provenance, the use of linked open data, and version information.…”
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Every little helps: exploring meat and animal product consumption in the Tesco 1.0 dataset by Rakefet Cohen Ben-Arye, Christopher Bryant, Katharina Hofmann

“…We also combined the Tesco 1.0 dataset with datasets from the London Datastore (a free and open data-sharing portal that provides over a thousand datasets to understand the city and develop solutions to its problems), and identified several demographic factors as predictors for the meat consumption. …”
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Characteristics of Respiratory Syncytial Virus versus Influenza Infection in Hospitalized Patients of Peru: A Retrospective Observational Study by Max Carlos Ramírez-Soto, Gutia Ortega-Cáceres, Jose Garay-Uribe

“…Therefore, we conducted an observational, retrospective study between May 2015 and October 2021 using hospitalization from RSV and influenza infection data obtained from SUSALUD (open data) in Peru to compare the baseline characteristics of sex, age, region, and infection type. …”
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High Accuracy Modeling for Solar PV Power Generation Using Noble BD-LSTM-Based Neural Networks with EMA by Youngil Kim, Keunjoo Seo, Robert J. Harrington, Yongju Lee, Hyeok Kim, Sungjin Kim

“…In this study, four types of historical input data are used: hourly PV generation for one week (168 h) ahead, hourly horizontal radiation, hourly ambient temperature, and hourly device (surface) temperature, downloaded from the Korea Open Data Portal. The first strategy is employed using the LSTM prediction model, which forecasts the SPVG of the desired time through the data from the previous week, which is preprocessed to smooth the dynamic SPVG using the EMA approach. …”
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Towards a Digital Twin Prototype of Alpine Glaciers: Proposal for a Possible Theoretical Framework by Vanina Fissore, Lorenza Bovio, Luigi Perotti, Piero Boccardo, Enrico Borgogno-Mondino

“…Limitations were additionally explored, mainly related to the technical characteristics of available EO VHR open data and some conclusions provided.…”
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Target-Centered Drug Repurposing Predictions of Human Angiotensin-Converting Enzyme 2 (ACE2) and Transmembrane Protease Serine Subtype 2 (TMPRSS2) Interacting Approved Drugs for Co... by Yoonjung Choi, Bonggun Shin, Keunsoo Kang, Sungsoo Park, Bo Ram Beck

“…Of the 460 drugs with <i>K_d</i> of less than 100 nM for the ACE2 receptor, 17 drugs overlapped with drugs that inhibit the interaction of ACE2 and SARS-CoV-2 spike reported in the NCATS OpenData portal. Among them, enalaprilat, an ACE inhibitor, showed a <i>K_d</i> value of 1.5 nM against the ACE2. …”
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Dynamic Data Citation Service—Subset Tool for Operational Data Management by Chris Schubert, Georg Seyerl, Katharina Sack

“…The current effort beyond spreading made experiences will be the scalability of the implementation, e.g., towards the potential of an Open Data Cube solution.…”
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Integrating SAR, Optical, and Machine Learning for Enhanced Coastal Mangrove Monitoring in Guyana by Kim Chan-Bagot, Kelsey E. Herndon, Andréa Puzzi Nicolau, Vanesa Martín-Arias, Christine Evans, Helen Parache, Kene Mosely, Zola Narine, Brian Zutta

“…This ML approach, which leverages free and open data and a cloud-based analytics platform, can be applied to mapping other areas of mangrove forests in Guyana. …”
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Meta-analysis of (single-cell method) benchmarks reveals the need for extensibility and interoperability by Anthony Sonrel, Almut Luetge, Charlotte Soneson, Izaskun Mallona, Pierre-Luc Germain, Sergey Knyazev, Jeroen Gilis, Reto Gerber, Ruth Seurinck, Dominique Paul, Emanuel Sonder, Helena L. Crowell, Imran Fanaswala, Ahmad Al-Ajami, Elyas Heidari, Stephan Schmeing, Stefan Milosavljevic, Yvan Saeys, Serghei Mangul, Mark D. Robinson

“…We conducted a meta-analysis of recent single-cell benchmarks to summarize the scope, extensibility, and neutrality, as well as technical features and whether best practices in open data and reproducible research were followed. …”
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Improved predictive modelling of coralligenous formations in the Greek Seas incorporating large-scale, presence–absence, hydroacoustic data and oceanographic variables by Elias Fakiris, Xenophon Dimas, Vasileios Giannakopoulos, Maria Geraga, Constantin Koutsikopoulos, George Ferentinos, George Papatheodorou

“…This atlas has been used to train and validate a predictive distribution model, incorporating environmental variables derived from open data repositories, whose importance has been assessed and discussed. …”
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How do Twitter users feel about telehealth? A mixed‐methods analysis of experiences, perceptions and expectations by Hannah Sazon, Soraia de Camargo Catapan, Afshin Rahimi, Oliver J. Canfell, Jaimon Kelly

“…Patient or Public Contribution An open data set with 237,671 tweets expressing users' opinions in an unprompted way was used as a source for telehealth service users, caregivers and members of the public experiences, perceptions and expectations of telehealth.…”
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Living and Prototyping Digital Twins for Urban Water Systems: Towards Multi-Purpose Value Creation Using Models and Sensors by Agnethe N. Pedersen, Morten Borup, Annette Brink-Kjær, Lasse E. Christiansen, Peter S. Mikkelsen

“…A UWS DT is characterized as a systematic virtual representation of the elements and dynamics of the physical system, organized in a star-structure with a set of features connected by data links that are based on standards for open data. This allows the overall functionality to be broken down into smaller, tangible units (features), enabling microservices that communicate via data links to emerge (the most central feature), facilitated by application programing interfaces (APIs). …”
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Clinical Laboratory Data in Japan: A Comparative Study of Patients with Psychiatric Disorders and the General Population by Iwata M, Hatano M, Ito K, Matsuzaki H, Yamada S

“…Thus, we aimed to clarify the influence of psychiatric disorders on clinical laboratory data in the Japanese population.Patients and Methods: This cross-sectional study was based on medical records from the Department of Psychiatry at Fujita Health University Hospital and the 6th National Database of Health Insurance Claims and Specific Health Checkups of Japan Open Data Japan (specific health checkups in 2018) in the Ministry of Health, Labor and Welfare. …”
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