A Study of Near Real-time Water Vapor Analysis Using a Nationwide Dense GPS Network of Japan
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概要
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In order to use the nationwide dense receiver network of the Global Positioning System (GPS) in Japan to contribute to water vapor monitoring and numerical weather prediction, a near real-time (NRT) analysis trial was performed at the Meteorological Research Institute. In this paper, the NRT analysis procedure is described along with some validation results. In view of the computational load involved in analyzing more than 1,300 GPS stations in Japan, the precise point positioning (PPP) procedure was adopted. The PPP procedure requires accurate information of GPS satellites' positions and clock offsets. International GNSS Service (IGS) has been routinely providing ultra rapid ephemeris (IGU) that includes satellite orbits and clock offsets with latency of about 3 hours. We found the accuracy of satellite clock offsets in IGU was insufficient for the retrieval of precipitable water vapor (PWV) through the PPP procedure. Therefore, we applied correction to the IGU clock using the predicted clock offset at an IGS station "USUD". The hydrogen maser atomic clock at USUD also had some differences with GPS time. How-ever, we found it could be fitted and predicted by a linear equation for a period of several days. The resulting satellite clock offsets exhibited some biases toward the IGS final ephemeris, but the time constant biases of satellite clock offsets did not affect the PWV retrieval at all. The retrieved PWV data agreed well with those obtained from radio-sonde observations. The root mean square differences in summer and in winter were around 3.4mm and 1.6mm, respectively. The results were comparable with those obtained by preceding studies using the final ephemeris. The Retrieved spatial and temporal variation of PWV in a heavy rainfall case demonstrated the usefulness of the NRT PWV retrieval for weather monitoring. We could capture the water vapor increase that preceded torrential rain.
- 社団法人日本気象学会の論文
- 2009-02-25
著者
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SHOJI Yoshinori
Meteorological Research Institute, Japan Meteorological Agency
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Shoji Yoshinori
Meteorological Res. Inst.
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Shoji Yoshinori
Meteorological Research Institute
関連論文
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- Statistical Study on Precipitable Water Content Variations Observed with Ground-Based Microwave Radiometers (1.Ground-Based GPS Meteorology)
- Estimation of PWC gradients over the Kanto Plain using GPS data: Validation and possible meteorological implications
- The Meso-γ scale Water Vapor Distribution Associated with a Thunderstorm Calculated from a Dense Networks of GPS Receivers (3.Application of GPS Data to Atmospheric Science)
- Dry Biases of Humidity Measurements from the Vaisala RS80-A and Meisei RS2-91 Radiosondes and from Ground-Based GPS (1.Ground-Based GPS Meteorology)
- Temperature and Water Vapor Profiles Derived from Downward-Looking GPS Occultation Data (2.Space-Borne GPS Meteorology and Related Techniques)
- A Study of Near Real-time Water Vapor Analysis Using a Nationwide Dense GPS Network of Japan