Data and code for the Arctic soil moisture retrieval from Fengyun-3 GNSS-R

View Dataset
Xie, Mengling;Chang, Liang;Dai, Yuankun;Chen, Fanglin;Liu, Hengkang;Zhang, Yang

Description

This dataset comprises a collection of data used for soil moisture retrieval and validation, including input feature sets for Random Forest modeling, Soil Moisture Active Passive (SMAP) radiometer data for accuracy validation, in-situ measurements from the International Soil Moisture Network (ISMN), and the retrieved soil moisture results derived from FengYun-3 (FY-3) satellite observations. The data covers the period from June 2024 to September 2024.In the associated manuscript "Arctic Soil Moisture Retrieval from Fengyun-3 GNSS-R: The Dual Regulatory Role of Snow Water Equivalent", these data were employed to train and test a Random Forest machine learning model.

Citations (0)

Mentions (0)

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

Assigned Domain

Subfield

Environmental Engineering

Field

Environmental Science

Domain

Physical Sciences

Confidence Score

65%

Source

Scholar Data Model