Data Fusion for Satellite-Derived Earth Surface: The 2021 Topographic Map of Etna Volcano

نویسندگان

چکیده

We present a new automatic procedure for updating digital topographic data from multi-source satellite imagery, which consists in the production of Digital Surface Models (DSMs) high resolution optical images, followed by context-aware fusion that exploits complementary characteristics DSMs. The fused DSM minimizes blunders and artifacts due to occlusions (e.g., presence clouds, snow or ash plumes) source resulting improved accuracy quality versus those are not merged. has been tested produce 2021 topography Mt Etna, whose summit area is constantly changing shows peak 3347 m on north rim South East Crater. also employ measure volcanic deposits emplaced last five years, finding about 120 million cubic meters, with yearly average volume 24 meters agreement large eruptive rates registered at Etna since nineteen seventies. flexibility modularity presented make it easily exportable other environmental contexts, allowing fast frequent reconstruction surfaces even extreme environments.

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ژورنال

عنوان ژورنال: Remote Sensing

سال: 2022

ISSN: ['2315-4632', '2315-4675']

DOI: https://doi.org/10.3390/rs15010198