Trends and Changes in Hydroclimatic Variables: Links to Climate Variability and Change discusses the change detection and trend analysis methods used to assess hydroclimatic variables in a changing climate. Changes and trends in hydroclimatic variables are assessed using state-of-the-art methods, such as non-linear trend estimation (including spline smoothing and local regression) and handling persistence (or serial auto-correlation in data) for assessing trends in different hydroclimatic variables (e.g. pre-whitening methods). This book offers a variety of real-life case studies and problem-solving techniques for a field that is rapidly evolving.
Users will find methods to evaluate points where time series characteristics change and non-homogeneity in time series. In addition, it covers the subject of climate variability and change in an immense level of detail, including changes on precipitation, streamflow and sea levels.
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Table of Contents
1. Methods for Analysis of Trends and Change Detection in Hydrometeorological Time Series 2. Changes and Trends in Precipitation Extremes and Characteristics: Links to Climate Variability and Change 3. Modelling High Intensity Precipitation for Urban Hydrologic Design 4. Changes in Streamflow with Global Warming Assessment, Causes and Implications 5. Land-Cover Influenced Changes in Future Hydro-Climatic Variables 6. Detection of Spatio-temporal Changes in Droughts 7. Variations and Trends in Sea Levels
