Deepak Singh

Deepak Singh

He has done master's degree in Statistics and is very passionate about data science & has expertise in ARC GIS, Qgis, Python, and R.

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Deepak Singh

Cold waves in India

Extreme weather events such as thunderstorms, heavy rains, heatwave, cold wave, cyclone, floods, and drought have a significant impact on the environment. A cold wave is a prolonged period of freezing weather in which a sudden invasion of frigid air over a vast area takes place. Cold waves are most...

Deepak Singh

GIS use for disaster management

A Geographic Information System (GIS) is the system that supports virtually any operation involving geographic information to capture, edit, manipulate, analyze, model, visualize, publish, and store. Geoinformation Science (GI Science) addresses the fundamental issues of GIS, forms the knowledge base that can be used by GIS, and the research that...

Deepak Singh

GWR (Geographically Weighted Regression)

Geographically weighted regression (GWR) is a form of spatial analysis. It is a popular method which has been introduced in 1996 in the geographical literature drawing from statistical approaches used for curve fitting and smoothing application. GWR is a technique that considers non-stationary variables (e.g., climate, demographic factors, physical...

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