Estimating Tropical Cyclone Size in the Northwestern Pacific from Geostationary Satellite Infrared Images
Open Access
- 14 July 2017
- journal article
- research article
- Published by MDPI AG in Remote Sensing
- Vol. 9 (7) , 728
Abstract
Thirty-year (1980–2009) tropical cyclone (TC) images from geostationary satellite (GOES, Meteosat, GMS, MTSAT and FY2) infrared sensors covering the Northwestern Pacific were used to build a TC size dataset based on objective models. The models are based on a correlation between the size of TCs, defined as the mean azimuth radius of 34 kt surface winds (R34) and the brightness temperature radial profiles derived from satellite imagery. Using satellite images between 2001 and 2009, we obtained 16,548 matchup samples and found the correlation to be positive in the TC’s inner core region (in the annulus field 64 km from the TC center) and negative in its outer region (in the annulus field 100–250 km from the TC center). Then, we performed a stepwise regression to select the dominant variables and derived the associated coefficients for the objective models. Independent validation against best track archives shows the median estimation error to be between 27 and 65 km, which are not significantly different to other satellite series data. Finally, we applied the models to 721 TCs and made 13,726 measurements of TC size. The difference of mean TC size derived from our models, and also that from the US Joint Typhoon Warning Center (JTWC) best track archives is 19 km. The developed database is valuable in the research fields of TC structure, climatology, and the initialization of forecasting models.Keywords
This publication has 48 references indexed in Scilit:
- Usability of Best Track Data in Climate Statistics in the Western North PacificMonthly Weather Review, 2012
- Reliability Analysis of Climate Change of Tropical Cyclone Activity over the Western North PacificJournal of Climate, 2011
- An Objective Algorithm for Detecting and Tracking Tropical Cloud Clusters: Implications for Tropical Cyclogenesis PredictionJournal of Atmospheric and Oceanic Technology, 2011
- Detecting the ITCZ in Instantaneous Satellite Data using Spatiotemporal Statistical Modeling: ITCZ Climatology in the East PacificJournal of Climate, 2011
- A Technique to Determine the Radius of Maximum Wind of a Tropical CycloneWeather and Forecasting, 2008
- New global tropical cyclone data set from ISCCP B1 geostationary satellite observationsJournal of Applied Remote Sensing, 2007
- Improvement of Advanced Microwave Sounding Unit Tropical Cyclone Intensity and Size Estimation AlgorithmsJournal of Applied Meteorology and Climatology, 2006
- Size of Tropical Cyclones as Inferred fromERS-1andERS-2DataMonthly Weather Review, 1999
- Typhoon Structure as Revealed by Aircraft Reconnaissance. Part II: Structural VariabilityMonthly Weather Review, 1988
- A REGRESSION METHOD FOR OBTAINING REAL-TIME TEMPERATURE AND GEOPOTENTIAL HEIGHT PROFILES FROM SATELLITE SPECTROMETER MEASUREMENTS AND ITS APPLICATION TO NIMBUS 3 “SIRS” OBSERVATIONSMonthly Weather Review, 1970