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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-O 3 predictions (µg/m 3 ). Dr. Gabriel Ibarra Berastegi UNIVERSITY OF THE BASQUE COUNTRY SPAIN gabriel.ibarra@ehu.es Research contract: 1/UPV 00149.345-E-15398/2003.

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

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  1. AIR POLLUTION MONITORING IN BILBAO (SPAIN): FROM DIAGNOSIS TO PROGNOSIS USING NEURAL NETWORKSGraphical display of BISTAPOF-O3 predictions (µg/m3) Dr. Gabriel Ibarra Berastegi UNIVERSITY OF THE BASQUE COUNTRY SPAIN gabriel.ibarra@ehu.es Research contract: 1/UPV 00149.345-E-15398/2003

  2. BILBAO AREA: LOCATION OF SENSORS

  3. 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

  4. BILBAO AREA: LOCATION OF SENSORS

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