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Data Mining Climate Variability as an Indicator of U.S. Natural Gas
Jacob Stuivenvolt-Allen1, Simon S-Y Wang1
1Department of Plants, Soils and Climate, Utah Climate Center, Utah State University, Logan, UT, United States.
Frontiers in Big Data
|March 11, 2021
Summary
Predicting seasonal climate patterns can help manage natural gas (NG) markets during extreme winters. Understanding ocean and atmospheric links to NG storage and consumption aids economic adaptation to climate change.
Area of Science:
- Climate Science
- Energy Markets
- Atmospheric Science
Background:
- Extreme winters increase natural gas demand for heating and electricity.
- Current weather forecasting aids natural gas (NG) management, but seasonal outlooks are needed.
- Climate variability impacts NG markets, necessitating adaptive strategies.
Purpose of the Study:
- To explore the connection between Pacific-North American climate systems and U.S. natural gas markets.
- To link large-scale oceanic and atmospheric processes to regional NG storage and consumption.
- To assess the utility of seasonal climate prediction for NG market management.
Main Methods:
- Analyzing interrelated climate patterns of ocean and atmospheric circulation anomalies.
- Investigating the influence of these patterns on extreme winter weather persistence and intensity in North America.
- Correlating Western Pacific sea surface temperatures and atmospheric pressure with seasonal NG storage and consumption.
Main Results:
- Western Pacific sea surface temperatures and atmospheric pressure patterns significantly explain variations in seasonal NG storage and consumption.
- Coupled climate processes show predictive capability for NG storage and consumption.
- Seasonal climate prediction can inform NG market management.
Conclusions:
- Understanding climate variability's impact on NG is crucial for economic adaptation.
- Seasonal climate outlooks can facilitate economic adaptation to extreme winter weather.
- Integrating climate science with energy market analysis enhances resilience to climate change.
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