应用rioja软件包建立有壳变形虫-环境因子转换函数

李鸿凯, 李微微, 蒲有宝, 王从洋, 王松梅, 杨晓林

Building Transfer Functions Between Testate amoeba and Environmental Variables with ‘rioja’ Package

Hong-kai LI, Wei-wei LI, You-bao PU, Cong-yang WANG, Song-mei WANG, Xiao-lin YANG

表1 水位埋深、pH和泥炭湿度转换函数预测性能

Table 1 Predication performance of transfer functions for DWT, pH and peat moisture

模型 水位埋深 pH 泥炭湿度 RMSEP R2 RMSEP R2 RMSEP R2 WA.inv 10.93 (7.75) 0.57 (0.72) 0.29 (0.18) 0.48 (0.72) 3.40% (1.95%) 0.34 (0.62) WA.cla 12.99 (8.31) 0.59 (0.72) 0.36 (0.19) 0.50 (0.73) 4.85% (2.26%) 0.37 (0.63) WA.inv.tol 11.28 (8.33) 0.55 (0.68) 0.28 (0.18) 0.51 (0.70) 3.42% (1.97%) 0.34 (0.62) WA.cla.tol 13.35 (9.10) 0.56 (0.68) 0.36 (0.23) 0.52 (0.68) 4.76% (2.19%) 0.36 (0.62) WA-PLS 10.93 (7.39) 0.57 (0.74) 0.29 (0.18) 0.48 (0.72) 3.40% (1.95%) 0.34 (0.62)