Modeling of Tropospheric Delays Using ANFIS

This book investigates tropospheric delays, one of the main error sources in Global Navigation Satellite Systems (GNSS), and its impact plays a crucial role in near real-time weather forecasting. Accessibility and accurate estimation of this parameter are essential for weather and climate research. Advances in GNNS application has allowed the measurements of Zenith Tropospheric Delay (ZTD) in all weather conditions and on a global scale with fine temporal and spatial resolution. However, GPS data are not always available for a full 24-hour period. Using a soft computing technique such as Adaptive Neuro-Fuzzy Inference System (ANFIS) as a new alternative, the ZTD can be determined by using the surface meteorological data as inputs. The estimation and prediction of ZTD value are presented in this book.

List of contents

Introduction.- AdaptiveNeuro Fuzzy Inference System.-Tropospheric Delay Modeling from GPS.- Estimation of ZTD Using ANFIS.- Predictionof ZTD Based on ANFIS Model.

Product details

• Authors: Kemal Maulana Alhasa, Wayan Suparta
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 29.01.2016
• EAN: 9783319284354
• ISBN: 978-3-31-928435-4
• No. of pages: 109
• Dimensions: 156 mm x 235 mm x 7 mm
• Weight: 207 g
• Illustrations: XVI, 109 p. 51 illus., 23 illus. in color.
• Series: SpringerBriefs in Meteorology
• Subjects: Natural sciences, medicine, IT, technology > Geosciences > Miscellaneous; C, computer science, Earth and Environmental Science, Complex systems, Meteorology & climatology, Theoretical, Mathematical and Computational Physics, Earth System Sciences, Meteorology, Computers, Dynamical systems, Atmospheric Sciences, Dynamics & statics, Statistical physics, Statistical Physics and Dynamical Systems, Database Management System, Models and Principles, Cybernetics and systems theory