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Characterizing Temporal Changes and Inter-Site Correlations in Daily and Sub-Daily Precipitation Extremes

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(1)

——

L

inköping

U

niversity

•

D

ep ar tment of

C

omp U ter an D

i

nforma tion

s

C ien C e

•

s

ta tisti C s

——

Information concerning weather extremes is essential for risk awa-reness in planning of infrastructure and agriculture, and it may also play a key role in our ability to adapt to recurrent or more or less unique extreme events. This thesis presents new statistical metho-dologies to aid climate risk assessment under conditions of climate change. The main focus is on regional precipitation extremes, and a formal test procedure for temporal change detection and a method to characterize spatio-temporal patterns are proposed. In both those cases, the use of data with a high temporal resolution is an important and even central factor for the development of methodology.

Linköping Studies in Statistics No. 13 • Doctoral Thesis

Linköping Studies in Arts and Science No. 536 • Doctoral Thesis

Characterizing Temporal Changes and

Inter-Site Correlations in Daily and

Sub-Daily Precipitation Extremes

Agne Burauskaite-Harju

˙

˙

Agne Burauskaite -Harju

Characterizing T

emporal Changes and Inter

-Site Correlations in Daily and Sub-Daily Precipitation Extremes

˙

(2)

——

L

inköping

U

niversity

•

D

ep ar tment of

C

omp U ter an D

i

nforma tion

s

C ien C e

•

s

ta tisti C s

——

Information concerning weather extremes is essential for risk awa-reness in planning of infrastructure and agriculture, and it may also play a key role in our ability to adapt to recurrent or more or less unique extreme events. This thesis presents new statistical metho-dologies to aid climate risk assessment under conditions of climate change. The main focus is on regional precipitation extremes, and a formal test procedure for temporal change detection and a method to characterize spatio-temporal patterns are proposed. In both those cases, the use of data with a high temporal resolution is an important and even central factor for the development of methodology.

Linköping Studies in Statistics No. 13 • Doctoral Thesis

Linköping Studies in Arts and Science No. 536 • Doctoral Thesis

Characterizing Temporal Changes and

Inter-Site Correlations in Daily and

Sub-Daily Precipitation Extremes

Agne Burauskaite-Harju

˙

˙

Agne Burauskaite -Harju

Characterizing T

emporal Changes and Inter

-Site Correlations in Daily and Sub-Daily Precipitation Extremes

˙

References

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