Influence of Mars Topography on Neutral Surface Radiation: Modeling and MSL/RAD Observations

Abstract Since landing in 2012, the Radiation Assessment Detector (RAD) onboard the Mars science laboratory (MSL) Curiosity rover has encountered different local landscapes, which have induced variations in the local surface environment. The aim of this study is to include realistic and site‐specific local topography for any position in a radiation transport model, and to validate this modeling strategy by comparison with MSL/RAD results. We present a method that integrates complex planetary surface models into neutron transport simulations to assess how surface heterogeneities influence secondary neutron environments—combining flexible terrain representation with radiation transport modeling. By modeling the topography of the main sites traversed by the rover, we show and quantify the dependence of downward neutron intensity on topography, in particular on the blocking zenith angle, across the different energy ranges: thermal, epithermal, fast neutrons. Using a method involving the visible surface from an observation point, we reconstruct the additional albedo neutron environment created by the terrain as seen by MSL/RAD, using the Atmospheric RAdiation Model for Ionizing spectra on martian Surface (ARAMIS). In particular, we show that the terrain‐generated thermal neutron spectrum increases with greater topographic relief, while the flux of high‐energy neutrons (>1 MeV) decreases.

Authors

Institutions

Publication Details

Journal
Journal of Geophysical Research Planets
Published
2026-03-01
DOI
https://doi.org/10.1029/2025je009336
Primary Topic
Planetary Science and Exploration
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Influence of Mars Topography on Neutral Surface Radiation: Modeling and MSL/RAD Observations

Rémi Benacquista, Sven Löffler, Jean Christophe Malapert, Salman Khaksarighiri et al.
Journal of Geophysical Research Planets
Planetary Science and Exploration
article

Influence of Mars Topography on Neutral Surface Radiation: Modeling and MSL/RAD Observations

Rémi Benacquista, Sven Löffler, Jean Christophe Malapert, Salman Khaksarighiri, R. F. Wimmer‐Schweingruber, J. Mekki, Robert Ecoffet, Philippe Valet, A. Paillet, Yves Gourinat, Donald M. Hassler, Cary Zeitlin, Jingnan Guo, Bent Ehresmann, Gabin Charpentier
article en

Abstract

Abstract Since landing in 2012, the Radiation Assessment Detector (RAD) onboard the Mars science laboratory (MSL) Curiosity rover has encountered different local landscapes, which have induced variations in the local surface environment. The aim of this study is to include realistic and site‐specific local topography for any position in a radiation transport model, and to validate this modeling strategy by comparison with MSL/RAD results. We present a method that integrates complex planetary surface models into neutron transport simulations to assess how surface heterogeneities influence secondary neutron environments—combining flexible terrain representation with radiation transport modeling. By modeling the topography of the main sites traversed by the rover, we show and quantify the dependence of downward neutron intensity on topography, in particular on the blocking zenith angle, across the different energy ranges: thermal, epithermal, fast neutrons. Using a method involving the visible surface from an observation point, we reconstruct the additional albedo neutron environment created by the terrain as seen by MSL/RAD, using the Atmospheric RAdiation Model for Ionizing spectra on martian Surface (ARAMIS). In particular, we show that the terrain‐generated thermal neutron spectrum increases with greater topographic relief, while the flux of high‐energy neutrons (>1 MeV) decreases.

Journal of Geophysical Research PlanetsVol. 131(3)
Leidos (United States) (US), University of Science and Technology of China (CN), Southwest Research Institute (US), Centre National de la Recherche Scientifique (FR), Inserm (FR), Université Fédérale de Toulouse Midi-Pyrénées (FR), Institut Superieur de l'Aeronautique et de l'Espace (ISAE-SUPAERO) (FR), Centre National d'Études Spatiales (FR), Christian-Albrechts-Universität zu Kiel (DE), Institute of Finance and Trade Economics (CN), Laboratoire d'ethnologie et de sociologie comparative (FR)
Openalex Percentile: Top 8%
Planetary Science and Exploration
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.