README.md

   1 # Predict PM10 as functions of time
   2
   3 Joint work with [Jean-Michel Poggi](http://www.math.u-psud.fr/~poggi/) and [Bruno Portier](http://lmi2.insa-rouen.fr/~bportier/)
   4
   5 ---
   6
   7 Forecast a curve sampled within the day (seconds, minutes, hours...),
   8 using past measured curves + past exogenous informations, which could be some aggregated
   9 measure on the past curves, the weather... Main starting point: computeForecast().
  10
  11 NOTE: algorithms are not specific to PM10 and could be applied to anything else (in similar contexts).
  12 However, seasons are hard-coded to follow pollution events.
  13 You may want to change them in pkg/R/utils.R, function .isSameSeason()
  14
  15 NOTE 2: the package works for only one series (one station). Further extensions might consider the multi-series case.
  16
  17 ---
  18
  19 The final report may be found at [this location](http://www.airnormand.fr/Publications/Publications-telechargeables/Rapports-d-etudes)