OGInfra: Geolocating Oil Gas Infrastructure using Remote Sensing based Active Fire Data

10/30/2022

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by   Samyak Prajapati, et al.

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Remote sensing has become a crucial part of our daily lives, whether it be from triangulating our location using GPS or providing us with a weather forecast. It has multiple applications in domains such as military, socio-economical, commercial, and even in supporting humanitarian efforts. This work proposes a novel technique for the automated geo-location of Oil Gas infrastructure with the use of Active Fire Data from the NASA FIRMS data repository Deep Learning techniques; achieving a top accuracy of 90.68 the use of ResNet101.