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 …
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 …
challenges that hinder their socio-economic and sustainable development. The concept of …
Spatiotemporal data mining: a survey on challenges and open problems
Spatiotemporal data mining (STDM) discovers useful patterns from the dynamic interplay
between space and time. Several available surveys capture STDM advances and report a …
between space and time. Several available surveys capture STDM advances and report a …
The state‐of‐the‐art in predictive visual analytics
Predictive analytics embraces an extensive range of techniques including statistical
modeling, machine learning, and data mining and is applied in business intelligence, public …
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 …
distributed wind farms is seen as one solution to improve the forecast accuracy of wind …
Visualizing simulation ensembles of extreme weather events
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 …
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
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 …
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 …
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
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 …
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 …
numerical modeling. Numerical weather models, in turn, are complex tools that require …