Industry Research

How Machine Learning can act as a powerful tool for climate change mitigation

A review of several use-cases where machine learning could play a role in reducing greenhouse gas emissions, with recommendations around needed research questions to be asked and promising business opportunities.
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Gauging appropriate measurement technology for methane emissions in the oil & gas sector

There is a need to understand which technologies and methods are appropriate for measuring methane emissions in different scenes. This paper provides a systematic comparison and summary of the different technologies and methods for data analysis and uncertainty estimation.
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Methane emissions found to be 2x greater compared to official greenhouse gas inventories (GHGI)

According to current estimates from official US GHG inventories methane emissions are estimated to contribute 3% of national GHG emissions. However these estimates are fraut with uncertainty, data gaps, and inconsistency with alternative approaches has suggested a need for further evidence.
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