Climate Observations
Data Quality Control and Time Series Homogenization
1 451 kr
Skickas inom 10-15 vardagar
Climate Observations: Data Quality Control and Time Series Homogenization pulls together the different phases of the production of high-quality climatic datasets, allowing interested readers to obtain a coherent picture on the complexity and importance of this task. There are several new methods of time series homogenization, each very complex and fast developing. The thematic discussion of the production of high quality climatic datasets provides the opportunity to reduce errors, including the careful installation of meteorological instruments, the application of strict observing rules and inspections, and the use of sophistically developed statistical software to detect and remove errors or biases.
This book is intended for professionals working on climate data management at the national meteorological services, for the users of observed climatic data, and for students and researchers studying atmospheric and climate science.
Members of the Royal Meteorological Society are eligible for a 35% discount on all Developments in Weather and Climate Science series titles. See the RMetS member dashboard for the discount code.
Presents a wide variety of old and modern meteorological instruments, and the efforts to produce and save spatially and temporally fairly comparable observed climatic dataDescribes the research tasks and tools for which the reliability and accuracy of climatic data are particularly importantIncludes case studies to provide real-world context to the research presentedFeatures benchmark datasets, which have been used for testing the stable operation and efficiency of homogenization methodsExplains the use of semiautomatic quality control software, recently developed effective homogenization methods, their testing, and the related new concepts and statistical tools