most citedA Data-Driven Approach for Accurate Rainfall Prediction

158 citations

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physics.ao-ph2019★ 158 cited

A Data-Driven Approach for Accurate Rainfall Prediction

Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee +2

In recent years, there has been growing interest in using Precipitable Water Vapor (PWV) derived from Global Positioning System (GPS) signal delays to predict rainfall. However, th…

physics.ao-ph2019★ 129 cited

CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation

Soumyabrata Dev, Atul Nautiyal, Yee Hui Lee +1

We analyze clouds in the earth's atmosphere using ground-based sky cameras. An accurate segmentation of clouds in the captured sky/cloud image is difficult, owing to the fuzzy boun…