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Applications: Imputation of Missing Hydrometeorological Data

  • Ramesh S. V. Teegavarapu

摘要

This chapter presents a few applications of missing data imputation methods. Case studies dealing with imputing hydrometeorological data using spatial and temporal interpolation methods are presented in the following sections. Case study details, information about the data, and modeling methods are presented. A brief review of the results from application of different imputation of techniques for precipitation, temperature and streamflows is also provided.