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

USING NEURAL NETWORKS

Graphical display of BISTAPOF-SO2 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 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