Using Landsat OLI and Random Forest to Assess Grassland Degradation with Aboveground Net Primary Production and Electrical Conductivity Data

Using Landsat OLI and Random Forest to Assess Grassland Degradation with Aboveground Net Primary Production and Electrical Conductivity Data

Grassland coverage, aboveground net primary production (ANPP), and species composition are used as indicators of grassland degradation. However, soil salinization deficiency, which is also a factor of grassland degradation, is rarely used in grassland degradation assessment in semiarid regions. We a...

Full description

Bibliographic Details
Main Authors: Hao Yu, Lei Wang, Zongming Wang, Chunying Ren, Bai Zhang
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:ISPRS International Journal of Geo-Information
Subjects:
remote sensing
aboveground net primary productivity (anpp)
soil salinity
grassland degradation model (gdm)
random forest (rf)
principle component analysis (pca)
Online Access:https://www.mdpi.com/2220-9964/8/11/511

Internet

https://www.mdpi.com/2220-9964/8/11/511

Similar Items