Presentation is loading. Please wait.

Presentation is loading. Please wait.

Statistical Analysis: Influence of Sea Surface Temperature on Precipitation and Temperature in San Francisco By Gavin Gratson.

Similar presentations


Presentation on theme: "Statistical Analysis: Influence of Sea Surface Temperature on Precipitation and Temperature in San Francisco By Gavin Gratson."— Presentation transcript:

1 Statistical Analysis: Influence of Sea Surface Temperature on Precipitation and Temperature in San Francisco By Gavin Gratson

2 West-Coast Drought Glacial Change:

3 Cumulative Distribution Function El-Nino SST Max: 2 Mean: 1.2 Still trending up

4 El Nino vs All SST Data

5 Histogram El-Nino SST

6 Average El-Nino SST vs average for most recent El-Nino P=34.458 34.458%>5% Cannot reject H 0, not significantly higher SST for most recent El-Nino inconclusive because most recent isn’t finished yet, average should increase Max SST average vs Max SST for most recent El-Nino P=13.35% 13.35%>5% Cannot reject H 0, not significantly higher SST for most recent El-Nino inconclusive because most recent isn’t finished yet, max SST could increase t-test

7 Autocorrelation El-Nino/non El-Nino P 11 =89.33% r 1 =.8591

8 Simple Linear Regression: SST vs Temp R 2 very low minimal correlation

9 Simple Linear Regression: SST vs Precipitation R 2 very low minimal correlation

10 Multiple Linear Regression Average Temperature is the best predictor SST values actually the worst Predictor:R 2 : SST0.065973 Precipitation0.338554 Temperature0.363938

11 Principal Component Analysis: All Three Confirms findings from Linear regressions


Download ppt "Statistical Analysis: Influence of Sea Surface Temperature on Precipitation and Temperature in San Francisco By Gavin Gratson."

Similar presentations


Ads by Google