33 Characteristics and Mitigation of Vehicular Non-exhaust Particle
Emissions in Nordic Conditions . . . . . . . . . . . . . . . . . . . . . . . . . . . 211
Kaarle Kupiainen, Ana Stojiljkovic, Ville-Veikko Paunu,
Niko Karvosenoja, Ari Karppinen, Jaakko Kukkonen, Leena Kangas,
Mari Kauhaniemi, Bruce Denby and Otto Hänninen
Part IV Data Assimilation and Air Quality Forecasting
34 Global CO Emission Estimates Inferred from Assimilation
of MOPITT CO, Together with Observations of O 3 , NO 2 , HNO 3 ,
and HCHO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 219
Xuesong Zhang, Dylan Jones, Martin Keller, Zhe Jiang,
Adam E. Bourassa, D. A. Degenstein and Cathy Clerbaux
35 Experimental Forecasting Using the High-Resolution Research
Configuration of GEM-MACH . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225
Paul Makar, Ayodeji Akingunola, Balbir Pabla, Craig Stroud,
Jack Chen, Philip Cheung, Michael Moran, Wanmin Gong,
Qiong Zheng and S. M. Li
36 An Air Quality Modeling System Providing Smoke Impact
Forecasts for Health Protection in Southeastern USA . . . . . . . . . . . 231
M. Talat Odman, Ha Ai, Yongtao Hu, Armistead G. Russell,
Ambarish Vaidyanathan and Scott L. Goodrick
37 Evaluation of Air Quality Maps Using Cross-Validation:
Metrics, Diagnostics and Optimization . . . . . . . . . . . . . . . . . . . . . . 237
Richard Ménard and Martin Deshaies-Jacques
38 Ensemble-Based Data Assimilation and Forecasting
of Volcanic Ash . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 243
Andreas Uppstu, Julius Vira and Mikhail Sofiev
39 Performance Differences of the National Air Quality Forecasting
Capability When There is a Major Upgrade in the Chemistry
Modules . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 249
Pius Lee, Li Pan, Youhua Tang, Daniel Tong, Barry Baker,
Hyuncheol Kim and Rick Saylor
40 Total Deposition Maps Evaluated from Measurement-Model
Fusion in North America (ADAGIO Project) . . . . . . . . . . . . . . . . . 255
Alain Robichaud, Amanda Cole, Michael Moran, Alexandru Lupu,
M. Shaw, G. Roy, M. Beauchemin, V. Fortin and R. Vet
41 Importance of Inventory Representativeness for Air Quality
Forecasting: A Recent North American Example . . . . . . . . . . . . . . 261
Michael Moran, Qiong Zheng, Junhua Zhang, Radenko Pavlovic
and Mourad Sassi
Contents
xxi
Emissions in Nordic Conditions . . . . . . . . . . . . . . . . . . . . . . . . . . . 211
Kaarle Kupiainen, Ana Stojiljkovic, Ville-Veikko Paunu,
Niko Karvosenoja, Ari Karppinen, Jaakko Kukkonen, Leena Kangas,
Mari Kauhaniemi, Bruce Denby and Otto Hänninen
Part IV Data Assimilation and Air Quality Forecasting
34 Global CO Emission Estimates Inferred from Assimilation
of MOPITT CO, Together with Observations of O 3 , NO 2 , HNO 3 ,
and HCHO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 219
Xuesong Zhang, Dylan Jones, Martin Keller, Zhe Jiang,
Adam E. Bourassa, D. A. Degenstein and Cathy Clerbaux
35 Experimental Forecasting Using the High-Resolution Research
Configuration of GEM-MACH . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225
Paul Makar, Ayodeji Akingunola, Balbir Pabla, Craig Stroud,
Jack Chen, Philip Cheung, Michael Moran, Wanmin Gong,
Qiong Zheng and S. M. Li
36 An Air Quality Modeling System Providing Smoke Impact
Forecasts for Health Protection in Southeastern USA . . . . . . . . . . . 231
M. Talat Odman, Ha Ai, Yongtao Hu, Armistead G. Russell,
Ambarish Vaidyanathan and Scott L. Goodrick
37 Evaluation of Air Quality Maps Using Cross-Validation:
Metrics, Diagnostics and Optimization . . . . . . . . . . . . . . . . . . . . . . 237
Richard Ménard and Martin Deshaies-Jacques
38 Ensemble-Based Data Assimilation and Forecasting
of Volcanic Ash . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 243
Andreas Uppstu, Julius Vira and Mikhail Sofiev
39 Performance Differences of the National Air Quality Forecasting
Capability When There is a Major Upgrade in the Chemistry
Modules . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 249
Pius Lee, Li Pan, Youhua Tang, Daniel Tong, Barry Baker,
Hyuncheol Kim and Rick Saylor
40 Total Deposition Maps Evaluated from Measurement-Model
Fusion in North America (ADAGIO Project) . . . . . . . . . . . . . . . . . 255
Alain Robichaud, Amanda Cole, Michael Moran, Alexandru Lupu,
M. Shaw, G. Roy, M. Beauchemin, V. Fortin and R. Vet
41 Importance of Inventory Representativeness for Air Quality
Forecasting: A Recent North American Example . . . . . . . . . . . . . . 261
Michael Moran, Qiong Zheng, Junhua Zhang, Radenko Pavlovic
and Mourad Sassi
Contents
xxi