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AIR POLLUTION MONITORING IN BILBAO (SPAIN): FROM DIAGNOSIS TO PROGNOSIS USING NEURAL NETWORKS Graphical display of BISTAPOF-SO 2 predictions (µg/m 3 ) Dr. Gabriel Ibarra Berastegi UNIVERSITY OF THE BASQUE COUNTRY SPAIN [email protected] Research contract: 1/UPV 00149.345-E-15398/2003

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AIR POLLUTION MONITORING IN BILBAO (SPAIN): FROM DIAGNOSIS TO PROGNOSIS USING NEURAL NETWORKS Graphical display of BISTAPOF-SO 2 predictions (µg/m 3 ). Dr. Gabriel Ibarra Berastegi UNIVERSITY OF THE BASQUE COUNTRY SPAIN [email protected] Research contract: 1/UPV 00149.345-E-15398/2003. - PowerPoint PPT Presentation

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Page 1: Dr. Gabriel Ibarra Berastegi UNIVERSITY OF THE BASQUE COUNTRY SPAIN gabriel.ibarra@ehu.es

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

[email protected]

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

Page 2: Dr. Gabriel Ibarra Berastegi UNIVERSITY OF THE BASQUE COUNTRY SPAIN gabriel.ibarra@ehu.es

BILBAO AREA: LOCATION OF SENSORS

Page 3: Dr. Gabriel Ibarra Berastegi UNIVERSITY OF THE BASQUE COUNTRY SPAIN gabriel.ibarra@ehu.es

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

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BILBAO AREA: LOCATION OF SENSORS

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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

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