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Improved rainfall measurement using microwave links

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thesis
posted on 19.07.2021, 16:47 authored by JAYARAM PUDASHINE
This thesis contributes to the global body of knowledge using commercial microwave links for rainfall retrieval and underpins the development of a more accurate operational rainfall measurement capability. This study develops a better understanding of the uncertainties associated with this measurement technique. It also proposes a methodology using a deep learning model to improve the rainfall estimates.

History

Campus location

Australia

Principal supervisor

Jeff Walker

Additional supervisor 1

Valentijn RN Pauwels

Additional supervisor 2

Adrien Guyot

Additional supervisor 3

Mahesh Prakash

Year of Award

2021

Department, School or Centre

Civil Engineering

Course

Doctor of Philosophy

Degree Type

DOCTORATE

Faculty

Faculty of Engineering