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Task #406
openOR-GAM predictions-model assessment over 365 dates, year 2010
Start date:
05/01/2012
Due date:
% Done:
0%
Estimated time:
40.00 h
Activity type:
Description
Models have so far been assessed on 10 dates spread over the year for the Oregon study area. This task provides an assessment of model performances over the year 210 to detect monthly and seasonal variations in RMSEs.
Updated by Benoit Parmentier almost 12 years ago
RMSE were calculated per month over the year 2010. Results show that contrary to my expectation RMSE are higher in Summer and Fall. For instance, mod6 has RMSEs ranging between 2.65 and 2.76 for month 8 to 10 compared to RMSE values between 2.25 and 2.55 from month 1 to month 3. Figures will be added later on.
Note that gam model 6 is:
tmax~ s(lat,lon) +s(ELEV_SRTM) + s(Northness,Eastness) + s(DISTOC) + s(LST,LC1)
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