GNSS-IR Soil Moisture Retrieval Using Multi-Satellite Data Fusion Based on Random Forest

GNSS-IR Soil Moisture Retrieval Using Multi-Satellite Data Fusion Based on Random Forest

The accuracy and reliability of soil moisture retrieval based on Global Positioning System (GPS) single-star Signal-to-Noise Ratio (SNR) data is low due to the influence of spatial and temporal differences of different satellites. Therefore, this paper proposes a Random Forest (RF)-based multi-satel...

Full description

Bibliographic Details
Main Authors: Yao Jiang, Rui Zhang, Bo Sun, Tianyu Wang, Bo Zhang, Jinsheng Tu, Shihai Nie, Hang Jiang, Kangyi Chen
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Remote Sensing
Subjects:
Random Forest
MDI
signal-to-noise ratio
GNSS-IR
multi-satellite
soil moisture retrieval
Online Access:https://www.mdpi.com/2072-4292/16/18/3428

Internet

https://www.mdpi.com/2072-4292/16/18/3428

Similar Items