Sentinel-1 Interferometry and UAV Aerial Survey for Mapping Coseismic Ruptures: Mts. Sibillini vs. Mt. Etna Volcano by Marco Menichetti, Matteo Roccheggiani, Giorgio De Guidi, Francesco Carnemolla, Fabio Brighenti, Giovanni Barreca, Carmelo Monaco

“…This huge amount of open data is extremely useful for geohazards monitoring, such as for earthquakes. …”
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Data rescue of historical wind observations in Sweden since the 1920s by J. E. Engström, L. Wern, S. Hellström, E. Kjellström, C. Zhou, D. Chen, C. Azorin-Molina

“…<p>Instrumental measurements of wind speed and direction from the 1920s to the 1940s from 13 stations in Sweden have been rescued and digitized, making 165 additional station years of wind data available through the Swedish Meteorological and Hydrological Institute's open data portal. These stations measured wind through different versions of cup-type anemometers and were mainly situated at lighthouses along the coasts and at airports. …”
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To what Extent Open Government Data (OGD) Portals Accessibility under the Indonesian Provincial Government? by Al Fauzi Rahmat, Amnat Arthan, Muhammad Ade Putra

“…This article aims to examine the accessibility of providing open data services under open government data (OGD) portals at the local government level, where our have found 17 OGD official websites and have been selected under the control of several provincial governments in Indonesia. …”
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Evaluating the Impacts of Using Different Digital Surface Models to Estimate Forest Height with TanDEM-X Interferometric Coherence Data by CHEN Hao, HILL David A., WHITE Joanne C., CLOUDE Shane R.

“…For a close similarity in slope estimation with the ALS reference, coverage across Canada and open data access, the 0.75 arc-second (20 m) resolution Canadian DSM was selected as a preferred choice for the simplified RVOG model to provide TanDEM-X height estimation in Canada.…”
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An Empirical Analysis of Russian Regions’ Debt Sustainability by Sergey Evgenievich Barykin, Alexey Aleksandrovich Mikheev, Elena Grigorievna Kiseleva, Yuriy Evgenievich Putikhin, Natalia Sergeevna Alekseeva, Alexey Mikhaylov

“…The central hypothesis of this study is that by using this method, it is possible to increase the accuracy of the values that limit budget constraints in a region’s financial system. This study, using open data from the Federal State Statistics Service, is based on a database of statistical, financial, and economic indicators of the Russian economy. …”
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High-Resolution Mapping of Winter Cereals in Europe by Time Series Landsat and Sentinel Images for 2016–2020 by Xiaojuan Huang, Yangyang Fu, Jingjing Wang, Jie Dong, Yi Zheng, Baihong Pan, Sergii Skakun, Wenping Yuan

“…The winter cereal maps in Europe are available via an open-data repository.…”
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"We are still tired": staff and administrators’ experiences during the COVID-19 pandemic within California residential care facilities for older adults by Kaitlin O. Bahr, Grishma P. Bhavsar, David Zhao

“…Email addresses were obtained from the public database of RCFs available through the California Health and Human Services Open Data Portal. Descriptive statistics were calculated on quantitative data regarding staff preparedness training, access to resources, and administrators’ confidence in meeting recommended guidelines during the pandemic. …”
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Sick child’s feeding practices and associated factors among mothers with sick children aged less than 2 years in Gamo zone, southern Ethiopia. Does the participation of fathers con... by Feven Masresha Hailu, Simegn Wagaye Kefene, Muluken Bekele Sorrie, Misgun Shewangezaw Mekuria, Tamirat Gezahegn Guyo

“…Data were collected through the questionnaire, entered into an open data kit (ODK), and exported into Statistical Packages for Social Sciences (SPSS) version 25.0 for analysis. …”
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Prevalence and pattern of multimorbidity among chronic kidney disease patients: a community study in chronic kidney disease hotspot area of Eastern India by Subrata Kumar Palo, Soumya Ranjan Nayak, Debadutta Sahoo, Swetalina Nayak, Ashis Kumar Mohapatra, Aviram Sahoo, Pujarini Dash, Sanghamitra Pati

“…Understanding the types and prevalence of associated chronic conditions among CKD patient could help improve screening for early detection and case management.MethodsA cross sectional study of 252 CKD patients in Cuttack, Odisha (from the last 4 years CKD data base) was telephonically carried out using a validated Multimorbidity Assessment Questionnaire for Primary Care (MAQ-PC) tool with the help of an android Open Data Kit (ODK). Univariate descriptive analysis was done to determine the socio-demographic distribution of CKD patients. …”
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Intimate partner violence among HIV-positive women in discordant relationships attending care and treatment clinics in Dar es Salaam, Tanzania by Milka Mathania, Nathanael Sirili

“…Data were collected electronically using the Open Data Kit (ODK) system, cleaned, and stored. Descriptive analysis was done and presented in frequency distribution and cross-tabulation. …”
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Open Citizen Science: fostering open knowledge with participation by Étienne Serbe-Kamp, Jens Bemme, Daniel Pollak, Katja Mayer

“…We develop collaborative approaches for linked open data methods to produce data sets about historical knowledge. …”
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The impact of the COVID‐19 pandemic on radiotherapy delivery in Japan: An observational study based on the national database by Keisuke Tamari, Maiko Kishigami, Yasushi Nagata, Takashi Mizowaki, Takeshi Kodaira, Hiroshi Onishi, Kazuhiko Ogawa, Yoshiyuki Shioyama, Naoyuki Shigematsu, Takashi Uno

“…Methods We performed a retrospective observational study using National Database of Health Insurance Claims and Specific Health Checkups of Japan open data focused on radiotherapy between fiscal year (FY) 2019 and FY2020 and the number of COVID‐19 cases from the Ministry of Health, Labour, and Welfare. …”
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Construction and Application of the Evaluation Indicator System of Government Data Openness Maturity in China by WANG Lin, YAO Feifei

“…The purpose of this paper aims at construction of a stage maturity model to build an evaluation indicator system to measure government data openness maturity, It is important for the local government to understand which level of development their open data is at and which areas need to be improved, in order to comprehensively understand and grasp the actual level of local government data openness in China, which is important for strengthening the construction of sunshine government and e-government, optimizing the process of government data openness, and promoting the innovative development of government data openness. …”
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Role discovery in node-attributed public transportation networks: the model description by Yuri V. Lytkin, Petr V. Chunaev, Timofey A. Gradov, Anton A. Boytsov, Irek A. Saitov

“…The model was identified on the open data of Saint Petersburg about metro stations, trolleybus and bus stops as well as organizations and enterprises around the stations and stops. …”
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Road Crash Injury Severity Prediction Using a Graph Neural Network Framework by Karim A. Sattar, Iskandar Ishak, Lilly Suriani Affendey, Siti Nurulain Binti Mohd Rum

“…The data was obtained from the Department for Transport open data portal. All models underwent training using the training dataset, followed by performance evaluation using diverse metrics such as the accuracy, precision, recall, f1-score, Matthews Correlation Coefficient (MCC), confusion matrix, and computational cost on the test dataset. …”
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Determining Inaccurate Coordinates in Electronic Data Collection for Surveillance and Immunization Supportive Supervision: A Case Study of Nigeria EPI Supportive Supervision Module by Isah Mohammed Bello, Godwin Ubong Akpan, Abdulsalam Yau Gital, Musa Iliyasu, Danlami Mohammed, Faysal Shehu Barau, Daniel Oyaole Rasheed, Erbeto Tesfaye Bedada, Sylvester Maleghemi

“…This form of spatial data is collected intrinsically using the Open Data Kit (ODK) GPS interface, which interlaces with the mobile phone GPS sensor to fetch the geo-coordinates during the process. …”
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Intelligent model for predicting the traffic intensity of vehicles at the intersection by I. P. Bolodurina, L. M. Antsiferova, L. S. Grishina

“…The scientific novelty of this study lies in the development of a multidimensional regression model for predicting traffic intensity, considering the control of retraining based on open data on observations of the number of vehicles at four different sections of the intersection. …”
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Predicting anti-SARS-CoV-2 activities of chemical compounds using machine learning models by Beihong Ji, Yuhui Wu, Elena N. Thomas, Jocelyn N. Edwards, Xibing He, Junmei Wang

“…We explored 6 popular ML algorithms in combination with 15 molecular descriptors for molecular structures from 9 screening assays in the COVID-19 OpenData Portal hosted by NCATS. As a result, the models constructed by k-nearest neighbors (KNN) using the molecular descriptor GAFF+RDKit achieved the best overall performance with the highest average accuracy of 0.68 and relatively high average area under the receiver operating characteristic curve of 0.74, better than other ML algorithms. …”
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TRAFFIC SPEED MODELLING TO IMPROVE TRAVEL TIME ESTIMATION IN OPENROUTESERVICE by C. Ludwig, C. Ludwig, J. Psotta, A. Buch, N. Kolaxidis, S. Fendrich, M. Zia, J. Fürle, A. Rousell, A. Zipf, A. Zipf

“…In this study, a method was developed to model traffic speed by hour of day at a street level using open data from OpenStreetMap, Twitter and population data. …”
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MANAGING INDOOR MOVABLE ASSETS IN 3D USING CITYGML FOR SMART CITY APPLICATIONS by A. A. M. Nasir, S. Azri, U. Ujang, T. L. Choon

“…Smart Cities are the extensive use of the Internet of Things (IoT) and open data to optimise the flow of energy, people, and data, especially in city infrastructure, management, and services. …”
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