1. Screening Major Properties of Biochar Affecting Acid Soil Amelioration Based on Pot Experiments and Random Forest Model
- Author
-
Ke, Xianlin, Wang, Yan, Liu, Minglong, Yun, Zhuangzhi, Bian, Rongjun, Cheng, Kun, Liu, Xiaoyu, Zheng, Jufeng, Zhang, Xuhui, Li, Lianqing, and Pan, Genxing
- Abstract
The properties of biochar determine its ability to alleviate soil acidity and improve plant growth; however, its key properties remain unclear. Therefore, the purpose of this study was to screen the key characteristics of biochar that strongly influence soil acidity and plant growth to obtain a better estimation of biochar characteristics that is suitable for acid soil amelioration. Pak choi was selected as the experimental plant in this pot trial. Soil acidity and pak choi biomass were used to estimate the effect of biochar derived from different organic wastes on acid soil amelioration. Pearson’s correlation combined with a random forest model analysis was applied to investigate the relationship between the characteristics of biochar and soil acidity or plant growth. The results showed that the presence of biochar altered the soil pH by − 0.2 to 1.7 unit and pak choi biomass yield by − 6% to 314%. The Ca, Mg, and P contents (importance = 34.6%), basic surface functional groups, and BET surface area significantly affected the soil acidity. The properties of biochar, including the Fe content, dissolved organic carbon (DOC), electrical conductivity (EC), and micropores, played pivotal roles in promoting pak choi growth, and the importance of the above properties reached to 53.9% according to random forest model analysis. In addition, all biochars used in this study improved soil fertility by 48.26–113.04%, and the comprehensive benefits of pak choi improved by 34.14–180.11%, especially for sheep dung biochar and bone powder biochar. Biochars with rich pores, abundant Ca, Mg, P, and Fe, high DOC and EC, and basic surface functional groups are favorable for acid soil improvement and pak choi growth. Applying biochar to acid soils may be a promising way to improve the comprehensive benefits of soil fertility and vegetable production.
- Published
- 2022
- Full Text
- View/download PDF