USCVIII - General Assembly

Session

Session 9

16 Oct 2024, 17:00

Galzignano Resort Terme & Golf

Description

Data Analysis and Visualization

18. The Impact of Scientific Data Visualization on Astronomical Research: A New Perspective for the Gaia Mission

Federico Di Giacomo (Istituto Nazionale di Astrofisica (INAF))

16/10/2024, 17:00

Data Reduction, Analysis and Visualization

Scientific visualization is currently a very active and vital area of research. It involves the synthesis of large and complex amounts of data into images, videos or even virtual experiences allowing us to immerse ourselves directly into the data. The success of scientific visualization is due to the fact that the brain finds it easier to understand an image than words or numbers. In this way,...

20. Introducing Project PANCO, an open-source pansharpening and co-registration suite for planetary sciences

Adriano Tullo (Istituto Nazionale di Astrofisica (INAF))

16/10/2024, 17:20

Data Reduction, Analysis and Visualization

Introduction
Planetary exploration studies can greatly benefit from integrating data acquired from diverse sources, each with unique spatial and spectral resolutions and often georeferencing inaccuracies.
The project PANCO (PANsharpening and COregistration) represents an open-source software suite dedicated to facilitating the integration of images of planetary surfaces through...

21. High Performance Visualization in the SPACE Center of Excellence

Eva Sciacca (Istituto Nazionale di Astrofisica (INAF))

16/10/2024, 17:40

Data Reduction, Analysis and Visualization

Modern Astronomy and Cosmology (A&C) generate petabyte-scale data volumes requiring the development of a new generation of software tools to access, store, and process them. The Visualization Interface for the Virtual Observatory (VisIVO) tool [https://visivo.readthedocs.io/en/latest/] performs multi-dimensional data analysis and knowledge discovery in multivariate astrophysical datasets....

31. Remote Visualization in Astrophysics for Large-Scale Data Analysis

Giuseppe Tudisco (Istituto Nazionale di Astrofisica (INAF))

16/10/2024, 18:00

Data Reduction, Analysis and Visualization

The field of astrophysics is continuously advancing, with an ever-growing influx of data requiring robust and efficient analysis tools. As the Square Kilometre Array (SKA) radio telescopes come fully operational, we anticipate the generation of hundreds of petabytes of data annually, characterized by unprecedented resolution and detail. In this context, scientific visualization becomes a...

38. Unlocking the potential of time series across different fields of application

Ylenia Maruccia (Istituto Nazionale di Astrofisica (INAF))

Data Reduction, Analysis and Visualization

Time series analysis is a powerful tool used to extract insights from data collected over time, and its applications span across a wide range of fields of application. By analysing trends, patterns, and seasonal variations, time series models allow for accurate forecasting and anomaly detection. Beyond forecasting, classifying time series data allows us to group similar patterns and behaviors,...