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Books > Science & Mathematics > Physics > Applied physics & special topics > Atmospheric physics
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Statistical Downscaling and Bias Correction for Climate Research (Hardcover)
Loot Price: R1,361
Discovery Miles 13 610
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Statistical Downscaling and Bias Correction for Climate Research (Hardcover)
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Statistical downscaling and bias correction are becoming standard
tools in climate impact studies. This book provides a comprehensive
reference to widely-used approaches, and additionally covers the
relevant user context and technical background, as well as a
synthesis and guidelines for practitioners. It presents the main
approaches including statistical downscaling, bias correction and
weather generators, along with their underlying assumptions, skill
and limitations. Relevant background information on user needs and
observational and climate model uncertainties is complemented by
concise introductions to the most important concepts in statistical
and dynamical modelling. A substantial part is dedicated to the
evaluation of regional climate projections and their value in
different user contexts. Detailed guidelines for the application of
downscaling and the use of downscaled information in practice
complete the volume. Its modular approach makes the book accessible
for developers and practitioners, graduate students and experienced
researchers, as well as impact modellers and decision makers.
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