The aircraft team has finished collecting emissions data from underground natural gas storage sites across the U.S. (including Alaska). In all, 29 unique underground natural gas storage facilities were flown for mass balance estimation of emissions.
The ground-based dual-comb spectrometer was completed, underwent testing at the Table Mountain Test Site 8 km north of Boulder. It was then successfully deployed at the first storage site. The team has demonstrated collection of data from the first storage facility with 100% remote operation.
The inversion/modeling team has performed inversions using data collected from the first storage site concurrent with aircraft mass-balance estimates from the same site.
The team demonstrated the acquisition of time-resolved aircraft- and ground-based data from the first storage site. The team provided time-resolved methane emissions estimates using ground-based and aircraft measurements, which demonstrated the successful integration of all components of the observing network (ground, aircraft, modeling/inversions) at the first storage site. Publications have been submitted to Environmental Science & Technologies and Environmental Research Letters and as of the time of writing are under peer review.
Initial conversations have taken place with a data aggregation group to investigate the feasibility of obtaining injection and withdrawal information for sites being studied with the ground and aircraft systems. Detailed operations information was collected directly from the operator of the first storage site. A new collaboration has begun with researchers at the Harvard T.H. Chan School of Public Health to explore relationships between well integrity (Harvard dataset) and emissions (our dataset).
A list of possible EPA representatives has been compiled in anticipation of establishing contact for discussions regarding emissions inventories. A meeting has taken place to present emissions data to representatives from the EPA, DOE and NETL. The exploration of possible additional auxiliary data (e.g. equipment counts) has been started.
The preparation and development of the micrometeorological instrument package, as well as preparation of a low-rate (~1 Hz) horizontal wind speed measurement instrument that can be used to infer micrometeorological parameters, has been completed. FAA approval for the instrument was granted. Flights with the instrument showed validation of the methodology. The team has developed an alternate method of calculating surface heat fluxes (and thus convective velocity scales) by similar relationships. The team has also developed micrometeorological analysis tools to compare heat fluxes and turbulence statistics between the ground- and aircraft-based systems. Comparisons agree well.
Two major publications were released in May 2018, which garnered significant press coverage.
One year of measurements with both the ground- and aircraft-based systems has now been completed at storage site 1. Operations data for the same time period have been shared with the team by the operator, so that analysis of emissions and operations events can begin.
Deployment at storage site 2 is underway, with key field components in place and operator agreements finalized, and monitoring has begun. New optical components have been tested and implemented to increase the flexibility and scope of the system. Monitoring has uncovered a pattern of emissions related to the change-over of the withdrawal to injection season. The team has initiated a request for operations data.
The team has field-tested and purchased a heat-sensing camera for the purpose of airborne analysis of compressor activity during aircraft mass balance flights. Heat-sensing cameras were used in many if not most of the additional flights performed during the project period.
A database documenting the spatial extents of underground natural gas storage facilities in the U.S. has been compiled for use in guiding aircraft flight patterns during mass balance flights.
Large-eddy simulation (LES) modeling has been completed for validation and testing of instrument comparison in model simulations. An initial publication is in preparation for submission to Monthly Weather Review. Submission to the journal is expected in June or July of 2020. A second publication will directly follow, offering full analysis of aircraft and ground-based measurement systems intercompatibility and individual/collective ranges of uncertainty.