Assessment of Landsat-8 and Sentinel-2 Water Indices: A Case Study in the Southwest of the Buenos Aires Province (Argentina)

J Imaging. 2023 Sep 18;9(9):186. doi: 10.3390/jimaging9090186.

Abstract

The accuracy assessment of three different Normalized Difference Water indices (NDWIs) was performed in La Salada, a typical lake in the Pampean region. Data were gathered during April 2019, a period in which floods occurred in a large area in the Southwest of the Buenos Aires Province (Argentina). The accuracy of the estimations using spaceborne medium-resolution multi-spectral imaging and the reliability of three NDWIs to highlight shallow water features in satellite images were evaluated using a high-resolution airbone imagery as ground truth. We show that these indices computed using Landsat-8 and Sentinel-2 imagery are only loosely correlated to the actual flooded area in shallow waters. Indeed, NDWI values vary significantly depending on the satellite mission used and the type of index computed.

Keywords: airborne imagery; geographical measurements; multi-spectral imaging; normalized difference water index.

Grants and funding

Partial financial support for this research was provided by grants from CONICET, Universidad Nacional del Sur, Agencia Nacional de Promoción Científica y Tecnológica (ANPCYT).