River sediment dynamics in high relief landscape from shape from motion
Authors: Lucas Antoine , Gayer Eric 
Published: March 2020

&lt;p&gt;The evolution of landscapes with steep slopes and subject to tropical or alpine climates is mainly controlled by several mechanisms of geomorphic transport such as soil formation, river dynamics, slope stability and mass wasting. The time scale over which the climate influence acts on these mechanisms ranges from seasonal to decennial time span.&lt;/p&gt;&lt;p&gt;On the seasonal time scale, for accessible locations and when manpower is available, direct observations and field survey are the most useful and standard approaches. While very limited studies have been focused on the decennial and century scale due to observational constrains. Here, we present a reproducible workflow based on historical aerial images (up to ~70yrs time span) that includes sensor internal calibration and external orientation, dense matching and elevation reconstruction over two areas of interest that represent pristine examples for tropical and alpine environments: The Rempart Canyon in Reunion Island, and the Arveyron river in the French Alps share a limited accessibility (in time and space) that can be overcome only from archive remote-sensing observations.&amp;#160;&lt;/p&gt;&lt;p&gt;We reach unprecedented resolution: the aero-triangulation falls at sub-metric scale based on ground truth, which is comparable to the initial images spatial sampling. This provides elevation time series with a better resolution to most recent satellite images such as Pleiades. In the case of the Rempart Canyon, we identified and quantified the results of 2 landslides that occurred in 1965 and 2001, and characterized the landslides dynamics. As for the river sediment transdport we emphasize similar tracking for the alpine case, which is controlled by glacial dynamics.&amp;#160; In both cases, we emphasize the strong effect of climatic forcing (precipitation and temperature) over multi-decennial to century time-scales.&lt;/p&gt;&lt;p&gt;&amp;#160;&lt;/p&gt;&lt;p&gt;&lt;img 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&quot;&gt;&lt;/p&gt;