Monitoring of global reservoir storage from 1984 to 2015 using multi-source satellite data

Abstract

The Area-Volume-Elevation (AVE) curve is the most important physical characteristic of a reservoir, which plays a key role in multiple purposes of reservoir operations (e.g., flood control, water supply, and storage monitoring). Here we present a method to derive the reservoir AVE curve using TanDEM-X data and test it over Lake Mead. First, the maximum water extent from 1984 to 2015 was used to extract the TanDEM-X data for the reservoir area. Then, the water indication mask (WAM) was applied to the extracted TanDEM-X data to obtain the valid values which were then used to derive the AVE curve. Validations against the lidar surveyed curve suggest high-accuracy Elevation-Area (E-A) relationship (with an R2 of 1.00 and an NRMSE of 2.19%) and Elevation-Volume (E-V) relationship (with an R2 of 1.0 and an NRMSE of 0.87%). This method can be extended to global reservoirs using the available DEM datasets, which will contribute to many aspects of geoscience studies and applications.

Publication
IEEE Geoscience and Remote Sensing Letters (to be submitted)