Visualization in meteorology—a survey of techniques and tools for data analysis tasks

M Rautenhaus, M Böttinger, S Siemen… - … on Visualization and …, 2017 - ieeexplore.ieee.org
This article surveys the history and current state of the art of visualization in meteorology,
focusing on visualization techniques and tools used for meteorological data analysis. We …

Evaluation of spatio-temporal forecasting methods in various smart city applications

A Tascikaraoglu - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Together with the increasing population and urbanization, cities have started to face
challenges that hinder their socio-economic and sustainable development. The concept of …

Spatiotemporal data mining: a survey on challenges and open problems

A Hamdi, K Shaban, A Erradi, A Mohamed… - Artificial Intelligence …, 2022 - Springer
Spatiotemporal data mining (STDM) discovers useful patterns from the dynamic interplay
between space and time. Several available surveys capture STDM advances and report a …

The state‐of‐the‐art in predictive visual analytics

Y Lu, R Garcia, B Hansen, M Gleicher… - Computer Graphics …, 2017 - Wiley Online Library
Predictive analytics embraces an extensive range of techniques including statistical
modeling, machine learning, and data mining and is applied in business intelligence, public …

A distributed approach for wind power probabilistic forecasting considering spatio-temporal correlation without direct access to off-site information

Y Zhang, J Wang - IEEE Transactions on Power Systems, 2018 - ieeexplore.ieee.org
Using off-site predictors to capture spatio-temporal correlations among geographically
distributed wind farms is seen as one solution to improve the forecast accuracy of wind …

Visualizing simulation ensembles of extreme weather events

CVF de Souza, PCL Barcellos, L Crissaff, M Cataldi… - Computers & …, 2022 - Elsevier
In the last 20 years, extreme weather-related events like floods, landslides, droughts, and
wildfires have caused the death of 1.23 million people and a loss of 2.97 trillion dollars …

State‐of‐the‐Art Report in Web‐based Visualization

F Mwalongo, M Krone, G Reina… - Computer graphics …, 2016 - Wiley Online Library
In this report, we review the current state of the art of web‐based visualization applications.
Recently, an increasing number of web‐based visualization applications have emerged …

[HTML][HTML] A survey on visual analysis of ocean data

C Xie, M Li, H Wang, J Dong - Visual Informatics, 2019 - Elsevier
A major challenge in analysis of huge amounts of ocean data is the complexity of the data
and the inherent complexity of ocean dynamic processes. Interactive visual analysis serves …

Understanding the relationship between interactive optimisation and visual analytics in the context of prostate brachytherapy

J Liu, T Dwyer, K Marriott, J Millar… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
The fields of operations research and computer science have long sought to find automatic
solver techniques that can find high-quality solutions to difficult real-world optimisation …

PROWIS: A Visual Approach for Building, Managing, and Analyzing Weather Simulation Ensembles at Runtime

CVF de Souza, SM Bonnet… - … on Visualization and …, 2023 - ieeexplore.ieee.org
Weather forecasting is essential for decision-making and is usually performed using
numerical modeling. Numerical weather models, in turn, are complex tools that require …