Atmospheric Science Letters · 2009 · 871 citations · 11 references
Natural SciencesEarth SciencesMeteorologyAtmospheric ScienceClimate ScienceClimatologyClimate Data AnalysisMonsoon ClimatologyMonsoon DynamicsMonsoon SystemsRegional ClimateAsian Monsoon SystemCross-validationCross-validation StudiesIndian MonsoonMonsoon BreaksMonsoon SoundingsRegional Temperature PatternsSouth Asian Monsoon
Abstract A high resolution daily gridded temperature data set for the Indian region was developed using temperature data of 395 quality controlled stations for the period 1969–2005. A modified version of the Shepard's angular distance weighting algorithm was used for interpolating the station temperature data into 1° latitude × 1° longitude grids. Using the cross validation, errors were estimated and found less than 0.5 °C. The data set was also compared with another high resolution data set and found comparable. Mean frequency of cold and heat waves, temperature anomalies associated with the monsoon breaks have been presented. Copyright © 2009 Royal Meteorological Society
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A two-dimensional interpolation function for irregularly-spaced data
Donald S. Shepard · 1968 · 5K citations