Satellite radar altimetry reveals spatial and temporal changes in water surface smoothness in the Salar de Uyuni, Bolivia

The Salar de Uyuni is a desert made of salt and is called the world’s largest natural mirror when it is covered with a thin layer of water. However, that statement has never been scientifically proven through research. The only evidence is from smartphone photographs taken along the border, as the interior area is not easily accessible during the wet season. Here, we present a methodology based on Radar Cross Section to measure surface smoothness using radar altimeter observations from Sentinel-3 satellites. The methodology was validated using ground-truth measurements collected during a unique field survey conducted in its interior while it was water-covered and coinciding with a satellite overpass. We show that the whole Salar de Uyuni is not a uniform mirror reflecting radar waves, as the smoothness at visible light wavelength would induce one to believe. Instead, the smoothness of the water surface evolves spatially and temporally. The whole Salar de Uyuni in Bolivia is not a uniform mirror-like surface in which anything above it is reflected specularly, instead the smoothness of the water surface evolves spatially and temporally, according to an analysis using radar altimeter observations from Sentinel-3 satellites.

Authors

Institutions

Publication Details

Journal
Communications Earth & Environment
Published
2025-09-19
DOI
https://doi.org/10.1038/s43247-025-02715-1
Primary Topic
Ocean Waves and Remote Sensing
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Satellite radar altimetry reveals spatial and temporal changes in water surface smoothness in the Salar de Uyuni, Bolivia

Francesco De Biasio, Stefano Vignudelli, Ron Abileah, Paula Pacheco Mollinedo
Communications Earth & Environment
Ocean Waves and Remote Sensing
article

Satellite radar altimetry reveals spatial and temporal changes in water surface smoothness in the Salar de Uyuni, Bolivia

Francesco De Biasio, Stefano Vignudelli, Ron Abileah, Paula Pacheco Mollinedo
article en

Abstract

The Salar de Uyuni is a desert made of salt and is called the world’s largest natural mirror when it is covered with a thin layer of water. However, that statement has never been scientifically proven through research. The only evidence is from smartphone photographs taken along the border, as the interior area is not easily accessible during the wet season. Here, we present a methodology based on Radar Cross Section to measure surface smoothness using radar altimeter observations from Sentinel-3 satellites. The methodology was validated using ground-truth measurements collected during a unique field survey conducted in its interior while it was water-covered and coinciding with a satellite overpass. We show that the whole Salar de Uyuni is not a uniform mirror reflecting radar waves, as the smoothness at visible light wavelength would induce one to believe. Instead, the smoothness of the water surface evolves spatially and temporally. The whole Salar de Uyuni in Bolivia is not a uniform mirror-like surface in which anything above it is reflected specularly, instead the smoothness of the water surface evolves spatially and temporally, according to an analysis using radar altimeter observations from Sentinel-3 satellites.

Communications Earth & EnvironmentVol. 6(1)
Ca' Foscari University of Venice (IT), Université d'Avignon et des Pays de Vaucluse (FR), Université de Montpellier (FR), National Research Council (IT), Institut de Recherche pour le Développement (FR)
European Space Agency, European Organization for the Exploitation of Meteorological Satellites
Openalex Percentile: Top 74%
Ocean Waves and Remote Sensing
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.

Satellite radar altimetry reveals spatial and temporal changes in water surface smoothness in the Salar de Uyuni, Bolivia — Francesco De Biasio, Stefano Vignudelli, et al. · Communications Earth & Environment (2025) | TGRS Research Map | TGRS