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 …

An overview of visualization and visual analytics applications in water resources management

H Xu, A Berres, Y Liu, MR Allen-Dumas… - … Modelling & Software, 2022 - Elsevier
Recent advances in information, communication, and environmental monitoring
technologies have increased the availability, spatiotemporal resolution, and quality of water …

Real-time urban microclimate analysis using internet of things

P Rathore, AS Rao, S Rajasegarar… - IEEE Internet of …, 2017 - ieeexplore.ieee.org
Real-time environment monitoring and analysis is an important research area of Internet of
Things (IoT). Understanding the behavior of the complex ecosystem requires analysis of …

The state of the art in visual analysis approaches for ocean and atmospheric datasets

S Afzal, MM Hittawe, S Ghani, T Jamil… - Computer graphics …, 2019 - Wiley Online Library
The analysis of ocean and atmospheric datasets offers a unique set of challenges to
scientists working in different application areas. These challenges include dealing with …

Web-scale multidimensional visualization of big spatial data to support earth sciences—A case study with visualizing climate simulation data

S Wang, W Li, F Wang - Informatics, 2017 - mdpi.com
The world is undergoing rapid changes in its climate, environment, and ecosystems due to
increasing population growth, urbanization, and industrialization. Numerical simulation is …

Web-based visualization and analytics of petascale data: Equity as a tide that lifts all boats

A Panta, X Huang, N McCurdy… - 2024 IEEE 14th …, 2024 - ieeexplore.ieee.org
Scientists generate petabytes of data daily to help uncover environmental trends or
behaviors that are hard to predict. For example, understanding climate simulations based on …

visual analytics of climate networks

T Nocke, S Buschmann, JF Donges… - Nonlinear Processes …, 2015 - npg.copernicus.org
Network analysis has become an important approach in studying complex spatiotemporal
behaviour within geophysical observation and simulation data. This new field produces …

Systematic and objective evaluation of Earth system models: PCMDI Metrics Package (PMP) version 3

J Lee, PJ Gleckler, MS Ahn, A Ordonez… - Geoscientific Model …, 2024 - gmd.copernicus.org
Systematic, routine, and comprehensive evaluation of Earth system models (ESMs)
facilitates benchmarking improvement across model generations and identifying the …

Association rules-based multivariate analysis and visualization of spatiotemporal climate data

F Wang, W Li, S Wang, CR Johnson - ISPRS International Journal of Geo …, 2018 - mdpi.com
Understanding atmospheric phenomena involves analysis of large-scale spatiotemporal
multivariate data. The complexity and heterogeneity of such data pose a significant …

Visual analysis and exploration of COVID-19 based on multi-source heterogeneous data

Y Zhou, H He, J Rong, Y Cheng, YC Li… - … on Internet of Things …, 2020 - ieeexplore.ieee.org
The novel coronavirus pneumonia (COVID-19) has raged in many countries around the
world. In the process of fighting against the COVID-19, unprecedented large-scale epidemic …