Constraints on methane emissions in North America from future geostationary remote-sensing measurements

作者: Nicolas Bousserez , Daven K. Henze , Brigitte Rooney , Andre Perkins , Kevin J. Wecht

DOI: 10.5194/ACP-16-6175-2016

关键词: Sensitivity (control systems)Environmental scienceMeteorologyRemote sensingImage resolutionGeostationary orbitInversion (meteorology)Context (language use)Geosynchronous orbitSampling (statistics)Orbit (dynamics)

摘要: Abstract. The success of future geostationary (GEO) satellite observation missions depends on our ability to design instruments that address their key scientific objectives. In this study, an Observation System Simulation Experiment (OSSE) is performed quantify the constraints methane (CH4) emissions in North America obtained from shortwave infrared (SWIR), thermal (TIR), and multi-spectral (SWIR+TIR) measurements orbit SWIR low-Earth (LEO) measurements. An efficient stochastic algorithm used compute information content inverted at high spatial resolution (0.5°  ×  0.7°) a variational framework using GEOS-Chem chemistry-transport model its adjoint. Our results show sub-weekly timescales, GEO can constrain about twice as many independent flux patterns than LEO orbit, with degree freedom for signal (DOF) inversion 266 115, respectively. Comparisons between TIR configurations reveal poor boundary layer sensitivities cannot be compensated by spatiotemporal sampling orbit. benefit instrument compared current products context shown timescale constraints, increase DOF 50 % 3-day inversion. further suggest both orbits could almost fully resolve CH4 fluxes least 100 km  ×  100 km over source hotspots (emissions  >  4  ×  105 kg day−1). sensitivity optimized emission scaling factors typical errors initial conditions reach 30 or configurations, respectively, while it smaller 5 % case system. Overall, demonstrate platform would need higher greatly mitigating impact inherent uncertainties methods inferred fluxes.

参考文章(55)
Liye Zhu, Daven K. Henze, Jesse O. Bash, Karen E. Cady-Pereira, Mark W. Shephard, Ming Luo, Shannon L. Capps, Sources and Impacts of Atmospheric NH3: Current Understanding and Frontiers for Modeling, Measurements, and Remote Sensing in North America Current Pollution Reports. ,vol. 1, pp. 95- 116 ,(2015) , 10.1007/S40726-015-0010-4
Kevin J. Wecht, Daniel J. Jacob, Christian Frankenberg, Zhe Jiang, Donald R. Blake, Mapping of North American methane emissions with high spatial resolution by inversion of SCIAMACHY satellite data Journal of Geophysical Research. ,vol. 119, pp. 7741- 7756 ,(2014) , 10.1002/2014JD021551
Brian J. Connor, Hartmut Boesch, Geoffrey Toon, Bhaswar Sen, Charles Miller, David Crisp, Orbiting Carbon Observatory: Inverse method and prospective error analysis Journal of Geophysical Research. ,vol. 113, ,(2008) , 10.1029/2006JD008336
J. R. Worden, A. J. Turner, A. Bloom, S. S. Kulawik, J. Liu, M. Lee, R. Weidner, K. Bowman, C. Frankenberg, R. Parker, V. H. Payne, Quantifying lower tropospheric methane concentrations using GOSAT near-IR and TES thermal IR measurements Atmospheric Measurement Techniques. ,vol. 8, pp. 3433- 3445 ,(2015) , 10.5194/AMT-8-3433-2015
N. Bousserez, D. K. Henze, A. Perkins, K. W. Bowman, M. Lee, J. Liu, F. Deng, D. B. A. Jones, Improved analysis‐error covariance matrix for high‐dimensional variational inversions: application to source estimation using a 3D atmospheric transport model Quarterly Journal of the Royal Meteorological Society. ,vol. 141, pp. 1906- 1921 ,(2015) , 10.1002/QJ.2495
A. Butz, O. P. Hasekamp, C. Frankenberg, J. Vidot, I. Aben, CH4 retrievals from space‐based solar backscatter measurements: Performance evaluation against simulated aerosol and cirrus loaded scenes Journal of Geophysical Research. ,vol. 115, ,(2010) , 10.1029/2010JD014514
A. J. Turner, D. J. Jacob, K. J. Wecht, J. D. Maasakkers, E. Lundgren, A. E. Andrews, S. C. Biraud, H. Boesch, K. W. Bowman, N. M. Deutscher, M. K. Dubey, D. W. T. Griffith, F. Hase, A. Kuze, J. Notholt, H. Ohyama, R. Parker, V. H. Payne, R. Sussmann, C. Sweeney, V. A. Velazco, T. Warneke, P. O. Wennberg, D. Wunch, Estimating global and North American methane emissions with high spatial resolution using GOSAT satellite data Atmospheric Chemistry and Physics. ,vol. 15, pp. 7049- 7069 ,(2015) , 10.5194/ACP-15-7049-2015
Frédéric Chevallier, François-Marie Bréon, Peter J. Rayner, Contribution of the Orbiting Carbon Observatory to the estimation of CO2sources and sinks: Theoretical study in a variational data assimilation framework Journal of Geophysical Research. ,vol. 112, ,(2007) , 10.1029/2006JD007375
J. Jason West, Arlene M. Fiore, Larry W. Horowitz, Scenarios of methane emission reductions to 2030: abatement costs and co-benefits to ozone air quality and human mortality Climatic Change. ,vol. 114, pp. 441- 461 ,(2012) , 10.1007/S10584-012-0426-4