Integrating Genetic Algorithm and Geographically Weighted Approaches into Machine Learning Improves Soil pH Prediction in China
Accurate soil pH prediction is critical for soil management and ecological environmental protection. Machine learning (ML) models have been widely applied in the field of soil pH prediction. However, when using these models, the spatial heterogeneity of the relationship between soil and environmenta...
Saved in:
| Main Authors: | Wantao Zhang, Jingyi Ji, Binbin Li, Xiao Deng, Mingxiang Xu |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-03-01
|
| Series: | Remote Sensing |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2072-4292/17/6/1086 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Citrus Soil pH Management
by: Kelly Morgan
Published: (2019-12-01) -
Citrus Soil pH Testing Procedures
by: Kelly Morgan
Published: (2019-12-01) -
Citrus Soil pH Testing Procedures
by: Kelly Morgan
Published: (2019-12-01) -
Soil pH and Electrical Conductivity: A County Extension Soil Laboratory Manual
by: Rao Mylavarapu, et al.
Published: (2020-01-01) -
Soil pH and Electrical Conductivity: A County Extension Soil Laboratory Manual
by: Rao Mylavarapu, et al.
Published: (2020-01-01)