Skip to main content

Official Journal of the Asia Oceania Geosciences Society (AOGS)

Table 5 Temperature and precipitation prediction model based on the teleconnection as a function of the lag time

From: Predicting temperature and precipitation during the flood season based on teleconnection

Lag time

Prediction model

1 month

Monthly precipitation

\(P ={a}_{1}\cdot \text{SST}(-1)+{a}_{2} \cdot \text{SST}(-2)+ \cdots +{a}_{6}\cdot \text{SST}\left(-6\right)+ {b}_{1}\cdot \text{GPH}(-1)+{b}_{2}\cdot \text{GPH}(-2)+ \cdots +{b}_{6}\cdot \text{GPH}(-6)\)

Monthly mean temperature

\(T ={\acute{a}}_{1}\cdot \text{SST}(-1)+{\acute{a}}_{2} \cdot \text{SST}(-2)+ \cdots +{\acute{a}}_{6}\cdot \text{SST}(-6) + {\acute{b}}_{1}\cdot \text{GPH}(-1)+{\acute{b}}_{2}\cdot \text{GPH}(-2)+ \cdots +{\acute{b}}_{6}\cdot \text{GPH}(-6)\)

2 months

Monthly precipitation

\(P ={a}_{1}\cdot \text{SST}(-2)+{a}_{2} \cdot \text{SST}(-3)+ \cdots +{a}_{5}\cdot \text{SST}(-6) + {b}_{1}\cdot \text{GPH}(-2)+{b}_{2}\cdot \text{GPH}(-3)+ \cdots +{b}_{5}\cdot \text{GPH}(-6)\)

Monthly mean temperature

\(T ={\acute{a}}_{1}\cdot \text{SST}\left(-2\right)+{\acute{a}}_{2} \cdot \text{SST}\left(-3\right)+ \cdots +{\acute{a}}_{5}\cdot \text{SST}\left(-6\right)+ {\acute{b}}_{1}\cdot \text{GPH}(-2)+{\acute{b}}_{2}\cdot \text{GPH}(-3)+ \cdots +{\acute{b}}_{5}\cdot \text{GPH}(-6)\)

3 months

Monthly precipitation

\(P ={a}_{1}\cdot \text{SST}(-3)+{a}_{2} \cdot \text{SST}(-4)+ \cdots +{a}_{4}\cdot \text{SST}(-6) + {b}_{1}\cdot \text{GPH}(-3)+{b}_{2}\cdot \text{GPH}(-4)+ \cdots +{b}_{4}\cdot \text{GPH}(-6)\)

Monthly mean temperature

\(T ={\acute{a}}_{1}\cdot \text{SST}(-3)+{\acute{a}}_{2} \cdot \text{SST}(-4)+ \cdots +{\acute{a}}_{4}\cdot \text{SST}(-6) + {\acute{b}}_{1}\cdot \text{GPH}(-3)+{\acute{b}}_{2}\cdot \text{GPH}(-4)+ \cdots +{\acute{b}}_{4}\cdot \text{GPH}(-6)\)

4 months

Monthly precipitation

\(P ={a}_{1}\cdot \text{SST}(-4)+{a}_{2} \cdot \text{SST}(-5)+{a}_{3} \cdot \text{SST}(-6) + {b}_{1}\cdot \text{GPH}(-4)+{b}_{2}\cdot \text{GPH}(-5)+{b}_{3}\cdot \text{GPH}(-6)\)

Monthly mean temperature

\(T ={\acute{a}}_{1}\cdot \text{SST}(-4)+{\acute{a}}_{2} \cdot \text{SST}(-5)+ {\acute{a}}_{3}\cdot \text{SST}(-6) + {\acute{b}}_{1}\cdot \text{GPH}(-4)+{\acute{b}}_{2}\cdot \text{GPH}(-5)+ {\acute{b}}_{3}\cdot \text{GPH}(-6)\)

5 months

Monthly precipitation

\(P ={a}_{1}\cdot \text{SST}(-5)+{a}_{2} \cdot \text{SST}(-6) + {b}_{1}\cdot \text{GPH}(-5)+{b}_{2}\cdot \text{GPH}(-6)\)

Monthly mean temperature

\(T ={\acute{a}}_{1}\cdot \text{SST}(-5)+{\acute{a}}_{2} \cdot \text{SST}(-6) + {\acute{b}}_{1}\cdot \text{GPH}(-5)+{\acute{b}}_{2}\cdot \text{GPH}(-6)\)

6 months

Monthly precipitation

\(P ={a}_{1}\cdot \text{SST}\left(-6\right)+{b}_{1}\cdot \text{GPH}(-6)\)

Monthly mean temperature

\(T ={\acute{a}}_{1}\cdot \text{SST}(-6)+{\acute{b}}_{1}\cdot \text{GPH}(-6)\)