Table 4 The regression analysis for identifying the most effective parameters for ep estimation.

From: Comparative assessment of standalone and hybrid deep neural networks for modeling daily pan evaporation in a semi-arid environment

Source

Value

Standard error

t

Pr > |t|

Lower bound (95%)

Upper bound (95%)

Tmin

0.433

0.019

23.220

< 0.0001

0.397

0.470

Tmax

0.101

0.021

4.731

< 0.0001

0.059

0.143

Tmean

0.000

0.000

    

RHmin

− 0.130

0.018

− 7.142

< 0.0001

− 0.165

− 0.094

RHmax

− 0.097

0.015

− 6.644

< 0.0001

− 0.126

− 0.068

RHmean

0.000

0.000

    

Insolation

0.202

0.012

16.291

< 0.0001

0.178

0.227

Wind speed

0.027

0.009

2.842

0.005

0.008

0.045

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