default author photo

Ma Yinghao

Beijing Forestry University

35 Qinghua E Rd.

WuDaoKou

Beijing, 100085

China

  • Beijing Forestry University

SCHOLARLY PAPERS

2

DOWNLOADS

29

TOTAL CITATIONS

0

Scholarly Papers (2)

Actions:
Email selected abstracts
1.

Improving tree mortality prediction in natural Liaodong oak (Quercus liaotungensis) forests under climate influence: A random forest framework with feature selection and mixed effects

Number of pages: 38 Posted: 03 Sep 2025
Ma Yinghao, Xiaoli Guo and Jinghui Meng
Beijing Forestry University, Beijing Forestry University and Beijing Forestry University
Downloads 17 (1,481,165)

Abstract:

Loading...

Tree mortality, Genetic algorithm feature selection, SHAP interpretation, mixed-effects random forest, Forest-climate interactions

2.

Predicting Tree Mortality and Identifying Biotic and Environmental Drivers in Natural Forests Using Mixed-Effects Random Forest Models

Number of pages: 41 Posted: 11 Feb 2026
Ma Yinghao, Xiaoli Guo and Jinghui Meng
Beijing Forestry University, Beijing Forestry University and Beijing Forestry University
Downloads 12 (1,526,714)

Abstract:

Loading...

Genetic algorithm feature selection, Forest vulnerability, SHAP interpretation, Mixed-effects random forest, Forest-climate interactions