Work

Modeling soil pH dynamics with distinct buffering mechanisms: insights from two purple soils

Year: 2025

Type: article

Abstract: Soil pH dynamics were modeled in two purple soils with distinct buffering mechanisms.• Soil background pH was the primary factor affecting soil pH changes.• Machine learning models were superior for neutral soil.• The Very Simple Dynamic Model Plus (VSD+) performed excellently for acidic soil.• Random forest modeling gave the best accuracy of four machine learning models tested.

Source: Frontiers of Agricultural Science and Engineering

DOI: 10.15302/j-fase-2025658

Author: Haiyang Huang, Xuanjing Chen, Yuting Zhang, Tao Guo, Shuai Wang, Jia Zhou, Zhiqi Li, Yang Wang, Yueqiang Zhang, Xiaojun Shi

Language: English

Topic: Soil Management and Crop Yield

Subfield: Soil Science

Field: Agricultural and Biological Sciences

Domain: Life Sciences

SDG: Life on land

Open Access status: diamond

Funder: National Key Research and Development Program of China

OpenAlex ID: W7088338135

FWCI:

Cites:

Cited by:

Related to: