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 …

Considerations for visualizing comparison

M Gleicher - IEEE transactions on visualization and computer …, 2017 - ieeexplore.ieee.org
Supporting comparison is a common and diverse challenge in visualization. Such support is
difficult to design because solutions must address both the specifics of their scenario as well …

Scalar field comparison with topological descriptors: Properties and applications for scientific visualization

L Yan, TB Masood, R Sridharamurthy… - Computer Graphics …, 2021 - Wiley Online Library
In topological data analysis and visualization, topological descriptors such as persistence
diagrams, merge trees, contour trees, Reeb graphs, and Morse–Smale complexes play an …

Jacobi fiber surfaces for bivariate Reeb space computation

J Tierny, H Carr - IEEE Transactions on Visualization and …, 2016 - ieeexplore.ieee.org
This paper presents an efficient algorithm for the computation of the Reeb space of an input
bivariate piecewise linear scalar function f defined on a tetrahedral mesh. By extending and …

Mandatory critical points of 2D uncertain scalar fields

D Günther, J Salmon, J Tierny - Computer Graphics Forum, 2014 - Wiley Online Library
This paper introduces a novel, non‐local characterization of critical points and their global
relation in 2D uncertain scalar fields. The characterization is based on the analysis of the …

Association analysis for visual exploration of multivariate scientific data sets

X Liu, HW Shen - IEEE transactions on visualization and …, 2015 - ieeexplore.ieee.org
The heterogeneity and complexity of multivariate characteristics poses a unique challenge
to visual exploration of multivariate scientific data sets, as it requires investigating the usually …

Edit distance between merge trees

R Sridharamurthy, TB Masood… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Topological structures such as the merge tree provide an abstract and succinct
representation of scalar fields. They facilitate effective visualization and interactive …

Multivariate spatial data visualization: a survey

X He, Y Tao, Q Wang, H Lin - Journal of visualization, 2019 - Springer
Multivariate spatial data play an important role in computational science and engineering
simulations. The potential features and hidden relationships in multivariate data can assist …

Geometry-aware merge tree comparisons for time-varying data with interleaving distances

L Yan, TB Masood, F Rasheed, I Hotz… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Merge trees, a type of topological descriptors, serve to identify and summarize the
topological characteristics associated with scalar fields. They have great potential for …

Projected Field Similarity for Comparative Visualization of Multi‐Run Multi‐Field Time‐Varying Spatial Data

A Fofonov, L Linsen - Computer Graphics Forum, 2019 - Wiley Online Library
The purpose of multi‐run simulations is often to capture the variability of the output with
respect to different initial settings. Comparative analysis of multi‐run spatio‐temporal …