AIR POLLUTION MONITORING IN BILBAO (SPAIN): FROM DIAGNOSIS TO PROGNOSIS

USING NEURAL NETWORKS

Graphical display of BISTAPOF-O3 predictions (µg/m3)

Dr. Gabriel Ibarra Berastegi

UNIVERSITY OF THE BASQUE COUNTRY

SPAINgabriel.ibarra@ehu.es

Research contract: 1/UPV 00149.345-E-15398/2003

BILBAO AREA: LOCATION OF SENSORS

Graphical display obtained using NN models followed by interpolation using kriging

EXPECTED PERFORMANCE BOUNDARIES IN THE SENSORS (for ozone, only those labelled as «1», «2» and «3») CORRESPONDING TO THE MODELS. IN

OTHER POINTS, INTERPOLATION ERROR (~5%) SHOULD BE ADDED TO RMSE

BILBAO AREA: LOCATION OF SENSORS

Graphical display obtained using NN models followed by interpolation using kriging

EXPECTED PERFORMANCE BOUNDARIES IN THE SENSORS CORRESPONDING TO THE MODELS. IN OTHER POINTS, INTERPOLATION

ERROR (~5%) SHOULD BE ADDED TO RMSE