original structure of the Met-Sensit application.
USER decision is marked with square box
INTERNAL algorithme decision in circle contour
DATA BASE (DB) connections in gray collor
select out of list eigther
by station NAME
eigther by USAF
National Index
Reanalysis
GSOD
select weather
station
select out of list eigther by
station NAME either by
srtation USAF either WBAN
National Index
SYNOP_MF
National Index
select "Weather Station"
select out of list
eigther by station
NAME, eigther by
USAF
DWD
4. Select the columns within your data set
plot: time
evolution of the
user parameter
5. BUTTON: Data Recording
8. Select your time resolution
monthly
From month :
to month
daily
7. BUTTON: Temporal Aggregation
8. BUTTON : Period validation
???
9. Select: Regression Degree : 1 by
default
If KNMI weather
data at ORLY:
ERROR message:
NO data
GSOD ...
10. Select one or several Explanatory Variable :
Promotions, Public holidays, Day of week, Day
of month: for VISUALISATION highlighting not
for data removal
11. BUTTON: Start Regressions: USER data vs METEO data
user DATA summary
TABLE: number of values,
missing values, MIN,
MAX, MEAN, Volatility
???
RESULTS
Summary
16. Select user
data column
Histogram-type plot of the MAE :
comparison between 30 meteio
parameters:: GREEN is ??? Yellow
columns ???
Histogram-type plot of R2
:comparison between client data
and 30 weather paramenets.
GREEN ??? Yellow ???
17. Download Results
Details
12. Select variable: by default it is
the one with the best MAE