Publications

Peyman Nazifi, Andreas Windisch, Giacomo Nodjoumi (2023). Semantic segmentation of dust storms from Mars images using convolutional neural network architectures.

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Florian Auer-Welsbach, Andreas Windisch, Giacomo Nodjoumi (2023). Landform detection on Mars using image segmentation with a u-net convolutional neural network architecture.

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E Luzzi, JL Heldmann, K Williams, A Deutsch, A Sehlke, G Nodjoumi (2023). Geomorphological Evidence of Near-Surface Ice at Candidate Landing Sites in Arcadia Planitia, Mars. LPI Contributions.

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Giacomo Nodjoumi, Riccardo Pozzobon, Francesco Sauro, Angelo Pio Rossi (2023). DeepLandforms: A Deep Learning Computer Vision toolset applied to a prime use case for mapping planetary skylights. Earth and Space Science.

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G Nodjoumi, E Luzzi, M Massironi, R Pozzobon, AP Rossi (2023). A Semi-Automated Method for Displacement-to-Length Scaling of Faults Populations. LPI Contributions.

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Erica Luzzi, Giacomo Nodjoumi, Matteo Massironi, Riccardo Pozzobon, Angelo Pio Rossi (2023). A semi-automated analysis of displacement-to-length scaling of the grabens affecting lunar Floor-Fractured craters. Journal of Geophysical Research: Planets.

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Giacomo Nodjoumi, Sebastian Emanuel Lauro, Angelo Pio Rossi (2023). A novel user-friendly Jupyter-based tool for analysing orbital subsurface sounding radar data.. EGU General Assembly Conference Abstracts.

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Giacomo Nodjoumi, Carlos Brandt, Angelo Pio Rossi (2022). Open-source planetary data processing environments based on JupyterHub and Docker containers. Planetary Science Informatics and Data Analytics Conference.

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Giacomo Nodjoumi, Riccardo Pozzobon, Francesco Sauro, Angelo Pio Rossi (2022). Morphometry of an hexagonal pit crater in Pavonis Mons, Mars. European Planetary Science Congress.

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William Carey, Thomas Krueger, Armin Wedler, Kjetil Wormnes, Jessica Grenouilleau, Edmundo Ferreira, Kim Nergaard, Frank van der Hulst, Emiel den Exter, Levin Gerdes, others (2022). METERON Analog-1: A Touch Remote. Proceedings of the International Astronautical Congress, IAC.

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Daniel Le Corre, Anita Heward, Ulysse Pedreira-Segade, Giacomo Nodjoumi, Angelo Rossi, Javier Valencia (2022). Inspiring the Next Generation of Space and Planetary Scientists: The 2022 EXPLORE Junior Lunar Data Challenge.. European Planetary Science Congress.

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Nick Cox, Dovi Poznanski, Yarden Eilat-Bloch, Albert Zijlstra, Iain McDonald, Alejandro Recio-Blanco, Angelo Pio Rossi, Giacomo Nodjoumi, Manuela Rauch, Vedran Sabol, others (2022). EXPLORE-Innovative Scientific Data Exploration and Exploitation Applications for Space Sciences. SciOps 2022: Artificial Intelligence for Science and Operations in Astronomy (SCIOPS). Proceedings of the ESA/ESO SCOPS Workshop held 16-20 May.

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Nick Cox, Angelo Pio Rossi, Giacomo Nodjoumi, Dovi Poznanski, Yarden Eilat-Bloch, Alejandra Recio-Blanco, Albert Zijlstra, Iain McDonald, Manuela Rauch, Vedran Sabol, others (2022). EXPLORE-Innovative Scientific Data Exploration and Exploitation Applications for (Planetary) Space Sciences.

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Giacomo Nodjoumi, Javier ES Valencia, Carlos Brandt, Nick LJ Cox, Angelo P Rossi (2022). EXPLORE Lunar Scientific Data Applications: L-Explo and L-Hex. European Planetary Science Congress.

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Andrea Naß, M Massironi, Angelo Rossi, L Penasa, Riccardo Pozzobon, Carlos Brandt, G Nodjoumi, Monica Pondrelli, V Galluzzi, Francesca Altieri, others (2021). Streamlining European Mapping Efforts: the Geologic Mapping of Planetary Bodies (GMAP).

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Giacomo Nodjoumi, Luca Guallini, Roberto Orosei, Luca Penasa, Angelo Pio Rossi (2021). New open source tools for MARSIS: providing access to SEG-Y data format for 3D analysis..

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A Zinzi, V Camplone, E Rognini, M Giardino, G Nodjoumi, R Orosei, AP Rossi, M Massironi, D Grassi, A Mura (2021). MATISSE 2.0: The SSDC Webtool for Integrated Planetary Science Analysis. 5th Planetary Data Workshop & Planetary Science Informatics & Analytics.

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Andrea Nass, Matteo Massironi, Angelo Rossi, Luca Penasa, Riccardo Pozzobon, Carlos Brandt, Giacomo Nodjoumi, Monica Pondrelli, Valentina Galluzzi, F Altieri, others (2021). GMAP: European Mapping efforts for Geologic Mapping of Planetary bodies.

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G Nodjoumi, R Pozzobon, AP Rossi (2021). Deep learning object detection for mapping cave candidates on mars: building up the mars global cave candidate catalog (MGC3). Proceedings of the 52th Lunar and Planetary Science Conference, The Woodlands, TX, USA.

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