TY - GEN
T1 - Complex network analysis of ozone transport
AU - Tian, Guoxun
AU - Gunes, Mehmet Hadi
PY - 2014
Y1 - 2014
N2 - Ozone transport has an important effect on the local ozone concentrations. In this paper, we model the California State and the Eastern States of America ozone transport as complex networks to understand large-scale dynamics. California has a complex ozone transport due to geomorphology and is divided into 15 air basins to manage air pollution. Unlike California, the ozone transport in the Eastern States of America is mainly affected by wind speed and direction. Through different centralities, we can identify nodes that have higher ozone output, higher ozone income, and the maximum ozone throughput. In general, both networks exhibit similar properties. However, even though Californian network has higher average degree it has smaller clustering than the Eastern State network. Moreover, while Californian counties can be divided into four communities, the Eastern States remain as a single community. Both of these points to the fact that ozone transport within Eastern States is more uniform than between the counties of California.
AB - Ozone transport has an important effect on the local ozone concentrations. In this paper, we model the California State and the Eastern States of America ozone transport as complex networks to understand large-scale dynamics. California has a complex ozone transport due to geomorphology and is divided into 15 air basins to manage air pollution. Unlike California, the ozone transport in the Eastern States of America is mainly affected by wind speed and direction. Through different centralities, we can identify nodes that have higher ozone output, higher ozone income, and the maximum ozone throughput. In general, both networks exhibit similar properties. However, even though Californian network has higher average degree it has smaller clustering than the Eastern State network. Moreover, while Californian counties can be divided into four communities, the Eastern States remain as a single community. Both of these points to the fact that ozone transport within Eastern States is more uniform than between the counties of California.
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U2 - 10.1007/978-3-319-05401-8_9
DO - 10.1007/978-3-319-05401-8_9
M3 - Conference contribution
AN - SCOPUS:84958537981
SN - 9783319054001
T3 - Studies in Computational Intelligence
SP - 87
EP - 96
BT - Complex Networks V
ER -