Deriving the Terrestrial Water Storage Anomaly From GRACE Spherical Harmonic Coefficients Using a Convolutional Neural Network

Deriving the Terrestrial Water Storage Anomaly From GRACE Spherical Harmonic Coefficients Using a Convolutional Neural Network

Abstract Terrestrial water storage anomaly (TWSA), derived from Gravity Recovery and Climate Experiment (GRACE) satellites, has been widely used in hydrology studies. The inversion is commonly achieved by truncating and filtering spherical harmonic coefficients (SHC), whereby the result is character...

Full description

Bibliographic Details
Main Authors: Qingquan Zhang, Yun Pan, Chong Zhang, Huili Gong
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2023-12-01
Series:Earth and Space Science
Subjects:
GRACE
CNN
spherical harmonic coefficients
leakage error
China
Online Access:https://doi.org/10.1029/2023EA003023

Similar Items

Similar Items