EAN: 9783319284354

SPRINGERBRIEFS IN METEOROLOGY MODELING OF TRO...

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.

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