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Paris-Saclay Center for Data Science kick-off meeting
Data science in planetary science Frédéric Schmidt (5273) - Lundi 30 juin 2014 11:45 - 12:10

Data science in planetary science Frédéric Schmidt

Session 1

Remote sensing is the major technique to study planetary environment in order to decipher the structure and evolution of solar system bodies. For a decade, spacecrafts have acquired high-resolution spectra, high-resolution images, hyperspectral images, and multi-angular hyperspectral images. The treatment of raw data to produce high level science results but also the visualization of the large amount of data require innovative tools. Here I review some aspects of data science projects in planetary science, focusing on multi-angular hyperspectral imaging (~500 wavelength), digital terrain model using stereoscopic techniques on high resolution images (~0.5m/pixel), and data visualization.

Frédéric Schmidt (GEOPS / UPSud)

Informatique

IN2P3

Il a pour mission de développer et de coordonner les recherches poursuivies dans le domaine de la physique nucléaire, physique des particules et astroparticules.

Toutes les vidéos de l'évenement Paris-Saclay Center for Data Science kick-off meeting (13 videos)

00:16:23.01

2014-06-30

09:30 - 09:50 : Introduction : FCS and Université Paris-Saclay

00:18:17.02

2014-06-30

09:50 - 10:10 : Introduction : Center for Data Science

00:44:35.00

2014-06-30

10:10 - 10:50 : Machine learning for personalized genomics Jean-Philippe Vert

00:26:40.02

2014-06-30

11:20 - 11:45 : Enhancing functional neuroimaging with meta-analytic approaches B...

00:24:48.02

2014-06-30

11:45 - 12:10 : Data science in planetary science Frédéric Schmidt

00:30:18.02

2014-06-30

12:10 - 12:35 : Cosmology: from fundamental questions to computing challenges Rez...

00:32:42.76

2014-06-30

14:00 - 14:40 : The autonomous search engine Maarten de Rijke

00:27:57.78

2014-06-30

14:40 - 15:05 : The digital transition: applications of machine learning to marke...

00:19:33.62

2014-06-30

15:05 - 15:30 : Designing and learning features for music information retrieval J...

00:23:00.03

2014-06-30

15:30 - 15:55 : Direct-touch interaction for scientific visualization Tobias Isen...

00:43:00.01

2014-06-30

16:30 - 17:10 : The data science challenges of particle physics Kyle Cranmer

00:27:18.03

2014-06-30

17:10 - 17:35 : Challenges for data science initiatives – an innovation managem...

01:15:03.01

2014-06-30

17:35 - 18:30 : Panel discussion

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