基于随机森林模型的内陆干旱区植被指数变化与驱动力分析: 以北天山北坡中段为例
张文强1,2, 罗格平1,2,3,*(
), 郑宏伟1,2, 王浩4, HAMDI Rafiq1,5,6, 何惠丽1,2, 蔡鹏1,2, 陈春波1,2
), 郑宏伟1,2, 王浩4, HAMDI Rafiq1,5,6, 何惠丽1,2, 蔡鹏1,2, 陈春波1,2
Analysis of vegetation index changes and driving forces in inland arid areas based on random forest model: a case study of the middle part of northern slope of the north Tianshan Mountains
ZHANG Wen-Qiang1,2, LUO Ge-Ping1,2,3,*(), ZHENG Hong-Wei1,2, WANG Hao4, HAMDI Rafiq1,5,6, HE Hui-Li1,2, CAI Peng1,2, CHEN Chun-Bo1,2
), ZHENG Hong-Wei1,2, WANG Hao4, HAMDI Rafiq1,5,6, HE Hui-Li1,2, CAI Peng1,2, CHEN Chun-Bo1,2
图7. 2000 (A)、2005 (B)、2010 (C)和2015年(D)多元线性回归模型(MLR)和随机森林模型(RF)的归一化植被指数(NDVI)拟合值频率分布直方图。
Fig. 7. Frequency distribution histogram of normalized differential vegetation index (NDVI) fitting values of Multiple Linear Regression (MLR) and Random Forest (RF) in 2000 (A), 2005 (B), 2010 (C) and 2015 (D).
