Climate Observations: Data Quality Control and Time Series Homogenization

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. Describes the research tasks and tools for which the reliability and accuracy of climatic data is particularly important Includes case studies to provide real-world context to the research presented in the book Features benchmark datasets that have been used for testing the stable operation and efficiency of homogenization methods Explains the use of semiautomatic quality control software, recently developed effective homogenization methods, their testing, and related new concepts and statistical tools INDICE: 1. Land surface observations2. Upper air observation and remote sensing3. Data quality control and dataset development4. Homogenization task and its principal approaches5. Relative homogenization: The basis6. Relative homogenization: Optional tools7. Relative homogenization: Special problems8. A selection of statistical homogenization methods9. Accuracy of homogenization results10. Use of quality controlled and homogenized dataAppendix: Basic statistical concepts

• ISBN: 978-0-323-90487-2
• Editorial: ROYMSELS
• Encuadernacion: Rústica
• Páginas: 250
• Fecha Publicación: 01/11/2022
• Nº Volúmenes: 1
• Idioma: Inglés