Search Results for author: Shilpa Manandhar

Found 8 papers, 7 papers with code

Forecasting Precipitable Water Vapor Using LSTMs

1 code implementation26 Jun 2020 Mayank Jain, Shilpa Manandhar, Yee Hui Lee, Stefan Winkler, Soumyabrata Dev

Long-Short-Term-Memory (LSTM) networks have been used extensively for time series forecasting in recent years due to their ability of learning patterns over different periods of time.

Time Series Time Series Forecasting

Analyzing Solar Irradiance Variation From GPS and Cameras

1 code implementation19 Apr 2018 Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Yu Song Meng

The total amount of solar irradiance falling on the earth's surface is an important area of study amongst the photo-voltaic (PV) engineers and remote sensing analysts.

Analyzing Cloud Optical Properties Using Sky Cameras

1 code implementation24 Aug 2017 Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Yu Song Meng

It is important to study the various cloud properties, as it impacts the total solar irradiance falling on the earth's surface.

Study of Clear Sky Models for Singapore

1 code implementation24 Aug 2017 Soumyabrata Dev, Shilpa Manandhar, Yee Hui Lee, Stefan Winkler

The estimation of total solar irradiance falling on the earth's surface is important in the field of solar energy generation and forecasting.

Correlating Satellite Cloud Cover with Sky Cameras

1 code implementation24 Aug 2017 Shilpa Manandhar, Soumyabrata Dev, Yee Hui Lee, Yu Song Meng

The role of clouds is manifold in understanding the various events in the atmosphere, and also in studying the radiative balance of the earth.

Cloud Radiative Effect Study Using Sky Camera

1 code implementation15 Mar 2017 Soumyabrata Dev, Shilpa Manandhar, Feng Yuan, Yee Hui Lee, Stefan Winkler

weather reporting, climate forecasting, and solar energy generation.

Detecting Rainfall Onset Using Sky Images

no code implementations21 Oct 2016 Soumyabrata Dev, Shilpa Manandhar, Yee Hui Lee, Stefan Winkler

Ground-based sky cameras (popularly known as Whole Sky Imagers) are increasingly used now-a-days for continuous monitoring of the atmosphere.

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