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 …

Metrics for the diurnal cycle of precipitation: Toward routine benchmarks for climate models

C Covey, PJ Gleckler, C Doutriaux… - Journal of …, 2016 - journals.ametsoc.org
Metrics are proposed—that is, a few summary statistics that condense large amounts of data
from observations or model simulations—encapsulating the diurnal cycle of precipitation …

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 …

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 …

Visually comparing weather features in forecasts

PS Quinan, M Meyer - IEEE transactions on visualization and …, 2015 - ieeexplore.ieee.org
Meteorologists process and analyze weather forecasts using visualization in order to
examine the behaviors of and relationships among weather features. In this design study …

PolarGlobe: A web-wide virtual globe system for visualizing multidimensional, time-varying, big climate data

W Li, S Wang - International Journal of Geographical Information …, 2017 - Taylor & Francis
The increasing research interest in global climate change and the rise of the public
awareness have generated a significant demand for new tools to support effective …

SimilarityExplorer: A Visual Inter‐Comparison Tool for Multifaceted Climate Data

J Poco, A Dasgupta, Y Wei, W Hargrove… - Computer Graphics …, 2014 - Wiley Online Library
Inter‐comparison and similarity analysis to gauge consensus among multiple simulation
models is a critical visualization problem for understanding climate change patterns. Climate …

Visual analysis of spatio‐temporal data: Applications in weather forecasting

A Diehl, L Pelorosso, C Delrieux… - Computer Graphics …, 2015 - Wiley Online Library
Weather conditions affect multiple aspects of human life such as economy, safety, security,
and social activities. For this reason, weather forecast plays a major role in society. Currently …

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 …

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 …