THESIS
2022
1 online resource (xxv, 183 pages) : illustrations (chiefly color)
Abstract
Global warming would escalate the risks of natural hazards by magnifying their
frequency and severity, which might consequently lead growing threats to human
health, infrastructure and ecosystem. According to our study, heat-related hazards,
including heatwave, flash drought and compound weather whiplash, all exhibit
significant trends toward higher frequency and enhanced strength in both historical
and future contexts over Asia where large population resides. Specifically, for
heatwave with extremely high temperature persisting for days, we investigate its
spatiotemporal variations and characteristics on both grid and event bases. We find
that persistent, extensive and intense heatwave has become more frequent over the
last four decades due to the increase of temperature. Apart from gl...[
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Global warming would escalate the risks of natural hazards by magnifying their
frequency and severity, which might consequently lead growing threats to human
health, infrastructure and ecosystem. According to our study, heat-related hazards,
including heatwave, flash drought and compound weather whiplash, all exhibit
significant trends toward higher frequency and enhanced strength in both historical
and future contexts over Asia where large population resides. Specifically, for
heatwave with extremely high temperature persisting for days, we investigate its
spatiotemporal variations and characteristics on both grid and event bases. We find
that persistent, extensive and intense heatwave has become more frequent over the
last four decades due to the increase of temperature. Apart from global warming, the association between heatwave and its key dynamic driver on synoptic scale (i.e.,
blocking) is also analyzed. Two prevailing blocking indices are applied to the
association analysis to ensure the robustness of analysis results, examining 500hpa
geopotential height (TM index) and vertically averaged potential vorticity anomaly
(PV index), respectively. Although certain discrepancy between blocking climatology
of TM index and PV index is exhibited, they both agreeably suggest that blocking
favors the occurrence of heatwave, especially in the high-latitude region where
blocking often occurs. Moreover, the extended temporal association with time lags
between heatwave and blocking reveals that heatwave mostly starts no earlier and
ends no earlier than blocking. It indicates that blocking is more of a favorable
environmental condition to trigger heatwave than maintain it. Lastly, the impact of
blocking on the characteristics of heatwave events is explored on an event basis using
a 3D spatiotemporal object model. We find that blocking related heatwave events are
more likely to be more persistent, extensive and intense than unrelated events.
Flash drought that featured by abrupt onset and rapid intensification is also suggested
to increase under global warming in the past four decades. Moreover, the temporal
evolving and spatial varying contribution of individual meteorological forcing to the
development of flash drought is unraveled by a deep learning method—long short-term
memory (LSTM) networks with an interpretation method — SHAP approach.
We find that generally precipitation deficit is the most important driver to flash
drought intensification, which is closely followed by high temperature and low humidity. Given the spatial heterogeneity of feature importance, the whole study
region over east China is further clustered into three sub-regions through K-means
method. Interestingly, the spatial clustering result well reflects both topography and
climatic background though no location information is directly given. Specifically, the
three clusters center in Taihang Mountain region, North China Plain and Lower
reaches of Yangtze River Basin (LRYRB), respectively. We find that precipitation
contributions more to flash drought development over the humid sub-region, i.e.,
LRYRB than the other two semi-arid sub-regions, possibly due to the higher
requirement of anomalous dryness to trigger flash drought in humid area. While high
temperature and low humidity exhibit the opposite pattern. Moreover, global
warming is found to not only magnify the flash drought occurrence but also escalate
the contribution of high temperature to its intensification.
Lastly, the enhanced climate variability might lead to more collision of drought/heat
and pluvial amid a warming future. As the sudden swings between drought/heat and
pluvial could cause adverse impacts far surpassing the sum of their individual effect,
we propose a concept of intraseasonal “compound whiplash event” (CWE) to
investigate sudden swings between wet and the compounding warm-dry events and
their changes under climate change. We find that global warming will likely escalate
the compound whiplash frequency to two to three and half times (two to three times)
by the end of the 21
st century under the business-as-usual scenario (mitigated
scenario). The growing threat of compound whiplash events not only stems from the increasing occurrence but also from its intensified severity and extended spatial
coverage. Among all sub-regions over Asia, East Asian summer monsoon (EASM)
region expects the largest intensification. The resulting population exposure would
soar two-to-three-fold over Asia. Populous regions such as North India and EASM
region might face a much worse situation than the western China where population
is sparse and projected to decline. Moreover, the seasonality of swings with opposite
directions will further split as a response to the skewed Asian monsoon annual cycle,
leading to more frequent heat-drought to pluvial swings in spring, and more opposite- direction
swings in autumn, disrupting cultivation and water management
convention. To summary, based on the comprehensive investigation on the changing
risks of heat-related hazards over Asia under global warming, we provide an
integrated database and useful information directly relevant to climate adaptation
and infrastructure/water resource planning. We also strongly call for effective
mitigations in place to reduce carbon emissions to diminish the risk of aforementioned
hazards that potentially damaging.
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