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Concurrent extreme events of atmospheric moisture transport and precipitation: the role of atmospheric rivers.
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An analysis of concurrent extreme events of precipitation and Integrated
Water Vapour Transport (IVT) is crucial to our understanding of the role
of the major global mechanisms of atmospheric moisture transport,
including that of the Atmospheric Rivers in extratropical regions. The
aim herein is to analyse how IVT depends on precipitation at each point
on a worldwide grid, separately for each season. For this purpose,
gridded data on CPC precipitation and ERA-5 IVT at a spatial resolution
of 0.5º were used, covering the period from Winter 1980/1981 to Autumn
2017. For each season, and for each point with more than 400 non-dry
days, several copula models were fitted to model the joint distribution
function of the two variables. At each of the analysed points , the best
copula model was used to estimate the probability of a concurrent
extreme of the two variables. At the same time, within the sample of
observed concurrent extremes, the proportion of days with Atmospheric
Rivers (ARs) was calculated for the whole period and for two 15-year
sub-periods, one earlier period and one more recent (warmer) period.
Three metrics based on copulas were used to analyse carefully the
influence of IVT on extreme precipitation in the main regions of
occurrence of AR landfall. The results show that the probability of
occurrence of concurrent extremes is strongly conditioned by the dynamic
component of the IVT, the wind. The occurrence of ARs accounts for most
of the concurrent extreme days of IVT and precipitation, with
percentages of concurrent extreme days close to 90% in some seasons of
the year in almost all the known regions of maximum occurrence of ARs,
and with percentages greater than 70% downwind of AR landfall regions.
This coincidence was lower in tropical regions, and in monsoonal areas
in particular, with percentages of less than 50%. With a few
exceptions, the role of ARs as drivers of concurrent extremes of IVT and
precipitation tends to show a decrease in recent (warmer) periods. For
almost all the AR regions with high or very high probabilities of
achieving a concurrent extreme of IVT and precipitation, there is a
general trend towards a lower influence of IVT on extreme precipitation
in recent (warmer) periods.
Title: Concurrent extreme events of atmospheric moisture transport and precipitation: the role of atmospheric rivers.
Description:
An analysis of concurrent extreme events of precipitation and Integrated
Water Vapour Transport (IVT) is crucial to our understanding of the role
of the major global mechanisms of atmospheric moisture transport,
including that of the Atmospheric Rivers in extratropical regions.
The
aim herein is to analyse how IVT depends on precipitation at each point
on a worldwide grid, separately for each season.
For this purpose,
gridded data on CPC precipitation and ERA-5 IVT at a spatial resolution
of 0.
5º were used, covering the period from Winter 1980/1981 to Autumn
2017.
For each season, and for each point with more than 400 non-dry
days, several copula models were fitted to model the joint distribution
function of the two variables.
At each of the analysed points , the best
copula model was used to estimate the probability of a concurrent
extreme of the two variables.
At the same time, within the sample of
observed concurrent extremes, the proportion of days with Atmospheric
Rivers (ARs) was calculated for the whole period and for two 15-year
sub-periods, one earlier period and one more recent (warmer) period.
Three metrics based on copulas were used to analyse carefully the
influence of IVT on extreme precipitation in the main regions of
occurrence of AR landfall.
The results show that the probability of
occurrence of concurrent extremes is strongly conditioned by the dynamic
component of the IVT, the wind.
The occurrence of ARs accounts for most
of the concurrent extreme days of IVT and precipitation, with
percentages of concurrent extreme days close to 90% in some seasons of
the year in almost all the known regions of maximum occurrence of ARs,
and with percentages greater than 70% downwind of AR landfall regions.
This coincidence was lower in tropical regions, and in monsoonal areas
in particular, with percentages of less than 50%.
With a few
exceptions, the role of ARs as drivers of concurrent extremes of IVT and
precipitation tends to show a decrease in recent (warmer) periods.
For
almost all the AR regions with high or very high probabilities of
achieving a concurrent extreme of IVT and precipitation, there is a
general trend towards a lower influence of IVT on extreme precipitation
in recent (warmer) periods.
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