Dr. Gabriel Ibarra Berastegi UNIVERSITY OF THE BASQUE COUNTRY SPAIN [email protected]

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AIR POLLUTION MONITORING IN BILBAO (SPAIN): FROM DIAGNOSIS TO PROGNOSIS USING NEURAL NETWORKS Graphical display of BISTAPOF-O 3 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-O 3 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-O3 predictions (µg/m3)

Dr. Gabriel Ibarra Berastegi

UNIVERSITY OF THE BASQUE COUNTRY

[email protected]

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

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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 (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

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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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