Influences of Soil Bulk Density and Texture on Estimation of Surface Soil Moisture Using Spectral Feature Parameters and an Artificial Neural Network Algorithm

Influences of Soil Bulk Density and Texture on Estimation of Surface Soil Moisture Using Spectral Feature Parameters and an Artificial Neural Network Algorithm

Effective monitoring of soil moisture (θ) by non-destructive means is important for crop irrigation management. Soil bulk density (ρ) is a major factor that affects potential application of θ estimation models using remotely-sensed data. However, few researchers have focused on and quantified the ef...

Full description

Bibliographic Details
Main Authors: Wanying Diao, Gang Liu, Huimin Zhang, Kelin Hu, Xiuliang Jin
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Agriculture
Subjects:
bulk density
spectral characteristics
artificial neural networks
soil water content
Online Access:https://www.mdpi.com/2077-0472/11/8/710

Internet

https://www.mdpi.com/2077-0472/11/8/710

Similar Items