Antarctic Meteorological Data from Indian Stations

Algorithm for anomaly detection

Isolation Forest
One Class SVM

Yearly comparison plot

Comparison Plot

Diurnal Analysis

Select seasonal plot type: Quarterly plot Year wise comparison Seasaonal Comparison

Time Interval

Select year

Low Pass Filter

Seasons
Summer [ Dec, Jan, Feb ]
Fall        [ Mar, Apr, May ]
Winter   [ Jun, Jul, Aug ]
Spring   [ Sep, Oct, Nov ]

Variance

Select Model
ARIMA
Prophet

Select duration for prediction (in months)