Research | Mohd Nadzri Md Reba, PhD

December 8, 2021December 8, 2021

Detection of Water Losses by UAV Multispectral Remote Sensing

Water leak detection was determined by the UAV multispectral image and thermal image. Improving the spatial accuracy at fine resolution.

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December 8, 2021December 8, 2021

Ocean Color Mapping From Landsat 8 (OLI) In West Johor Straits Water Using Machine Learning

Satellite ocean color has a spectroscopic capability to estimate Chlorophyll-a (Chl-a). Source: NASA.

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December 8, 2021December 8, 2021

Geographically Weighted Regression Model For Spatial Downscaling Of Global Precipitation Measurements In Kelantan

Rainfall measurement by satellite precipitation is contemporary and the spatial resolution is always limited for coarse spatial extent that less representing the rain distribution at local. Spatial interpolation is crucial to overcome this issue and helps in deriving better geospatial information of the ground rain information. Source: Global Precipitation Measurement (Credit: NASA)

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December 8, 2021December 8, 2021

Extracting Clear Ice Surface Of Mountainous Glaciers Of Karakoram Range Using Machine Learning

Glacier mapping by satellite remote sensing helps in monitoring the health status of glacier dynamics. However, multi-band images by optical satellite suffered by the mixed pixels in representing the clear ice glacier.

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December 7, 2021December 8, 2021

The 3D Neural Network for improving Radar-Rainfall Estimation in Monsoon Climate

The reflectivity (Z)-rain rate (R) model has not been tested on single polarization radar for estimating monsoon rainfall in Southeast Asia, despite its widespread use for estimating heterogeneous rainfall.

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December 6, 2021December 8, 2021

Tropical Cyclone Study from Remote Sensing data with Machine Learning approach.

With the unique advantage and intelligent computational capability, lots of satellite observed parameters can be exploited to derive more accurate tropical cyclone variables.

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October 27, 2020December 8, 2021

Antarctica Adventure

The journey to Antarctica started from 25 February 2015 to 19 March 2015. The intention is to seek scientific evidents on the impact of Antarctica and Southern Ocean towards biological and environmental sustainability in Tropics especially in Malaysia water and land.

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