模型

参数

不同处理

B0

B5

B10

B15

B20

Philip

s

0.902 ± 0.124

0.873 ± 0.133

0.81 ± 0.112

0.75 ± 0.124

0.642 ± 0.11

ic

0.176 ± 0.028

0.213 ± 0.0101

0.32 ± 0.016

0.39 ± 0.0012

0.49 ± 0.012

R²

0.943

0.953

0.943

0.896

0.88

RRMSE

0.0275

0.0264

0.0257

0.051

0.055

Kostiakov

a

0.980 ± 0.111

0.896 ± 0.017

0.812 ± 0.135

0.73 ± 0.032

0.71 ± 0.121

b

0.569 ± 0.025

0.587 ± 0.012

0.571 ± 0.021

0.592 ± 0.011

0.572 ± 0.014

R²

0.988

0.992

0.976

0.986

0.986

RRMSE

0.0136

0.0115

0.021

0.031

0.015

Horton

ic

0.927 ± 0.102

6.198 ± 0.330

8.21 ± 0.261

9.57 ± 0.36

12.74 ± 0.25

α

0.495 ± 0.037

0.438 ± 0.013

0.412 ± 0.011

0.411 ± 0.019

0.396 ± 0.021

R²

0.92

0.96

0.94

0.91

0.94

RRMSE

0.0386

0.033

0.043

0.046

0.031