Inverse Estimation of an Annual Cycle of California's Nitrous Oxide Emissions
Abstract
Abstract Nitrous oxide (N 2 O) is a potent long‐lived greenhouse gas (GHG) and the strongest current emissions of global anthropogenic stratospheric ozone depletion weighted by its ozone depletion potential. In California, N 2 O is the third largest contributor to the state's anthropogenic GHG emission inventory, though no study has quantified its statewide annual emissions through top‐down inverse modeling. Here we present the first annual (2013–2014) statewide top‐down estimates of anthropogenic N 2 O emissions. Utilizing continuous N 2 O observations from six sites across California in a hierarchical Bayesian inversion, we estimate that annual anthropogenic emissions are 1.5–2.5 times (at 95% confidence) the state inventory (41 Gg N 2 O in 2014). Without mitigation, this estimate represents 4–7% of total GHG emissions assuming that other reported GHG emissions are reasonably correct. This suggests that control of N 2 O could be an important component in meeting California's emission reduction goals of 40% and 80% below 1990 levels of the total GHG emissions (in CO 2 equivalent) by 2030 and 2050, respectively. Our seasonality analysis suggests that emissions are similar across seasons within posterior uncertainties. Future work is needed to provide source attribution for subregions and further characterization ofmore »
- Authors:
-
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
- California Inst. of Technology (CalTech), Pasadena, CA (United States); Bay Area Air Quality Management District, San Francisco, CA (United States)
- Univ. of California, Riverside, CA (United States). Dept. of Chemistry and Air Pollution Research Center
- National Oceanic and Atmospheric Administration (NOAA), Boulder, CO (United States). Earth System Research Lab.
- National Oceanic and Atmospheric Administration (NOAA), Boulder, CO (United States). Earth System Research Lab.; Univ. of Colorado, Boulder, CO (United States). Cooperative Inst. for Research in Environmental Sciences (CIRES)
- Univ. of California, Riverside, CA (United States). Dept. of Chemistry and Air Pollution Research Center
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC)
- OSTI Identifier:
- 1461148
- Alternate Identifier(s):
- OSTI ID: 1436354
- Grant/Contract Number:
- AC02-05CH11231; DE‐AC02‐05CH11231
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Journal of Geophysical Research: Atmospheres
- Additional Journal Information:
- Journal Volume: 123; Journal Issue: 9; Journal ID: ISSN 2169-897X
- Publisher:
- American Geophysical Union
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES
Citation Formats
Jeong, Seongeun, Newman, Sally, Zhang, Jingsong, Andrews, Arlyn E., Bianco, Laura, Dlugokencky, Ed, Bagley, Justin, Cui, Xinguang, Priest, Chad, Campos-Pineda, Mixtli, and Fischer, Marc L. Inverse Estimation of an Annual Cycle of California's Nitrous Oxide Emissions. United States: N. p., 2018.
Web. doi:10.1029/2017JD028166.
Jeong, Seongeun, Newman, Sally, Zhang, Jingsong, Andrews, Arlyn E., Bianco, Laura, Dlugokencky, Ed, Bagley, Justin, Cui, Xinguang, Priest, Chad, Campos-Pineda, Mixtli, & Fischer, Marc L. Inverse Estimation of an Annual Cycle of California's Nitrous Oxide Emissions. United States. https://doi.org/10.1029/2017JD028166
Jeong, Seongeun, Newman, Sally, Zhang, Jingsong, Andrews, Arlyn E., Bianco, Laura, Dlugokencky, Ed, Bagley, Justin, Cui, Xinguang, Priest, Chad, Campos-Pineda, Mixtli, and Fischer, Marc L. Mon .
"Inverse Estimation of an Annual Cycle of California's Nitrous Oxide Emissions". United States. https://doi.org/10.1029/2017JD028166. https://www.osti.gov/servlets/purl/1461148.
@article{osti_1461148,
title = {Inverse Estimation of an Annual Cycle of California's Nitrous Oxide Emissions},
author = {Jeong, Seongeun and Newman, Sally and Zhang, Jingsong and Andrews, Arlyn E. and Bianco, Laura and Dlugokencky, Ed and Bagley, Justin and Cui, Xinguang and Priest, Chad and Campos-Pineda, Mixtli and Fischer, Marc L.},
abstractNote = {Abstract Nitrous oxide (N 2 O) is a potent long‐lived greenhouse gas (GHG) and the strongest current emissions of global anthropogenic stratospheric ozone depletion weighted by its ozone depletion potential. In California, N 2 O is the third largest contributor to the state's anthropogenic GHG emission inventory, though no study has quantified its statewide annual emissions through top‐down inverse modeling. Here we present the first annual (2013–2014) statewide top‐down estimates of anthropogenic N 2 O emissions. Utilizing continuous N 2 O observations from six sites across California in a hierarchical Bayesian inversion, we estimate that annual anthropogenic emissions are 1.5–2.5 times (at 95% confidence) the state inventory (41 Gg N 2 O in 2014). Without mitigation, this estimate represents 4–7% of total GHG emissions assuming that other reported GHG emissions are reasonably correct. This suggests that control of N 2 O could be an important component in meeting California's emission reduction goals of 40% and 80% below 1990 levels of the total GHG emissions (in CO 2 equivalent) by 2030 and 2050, respectively. Our seasonality analysis suggests that emissions are similar across seasons within posterior uncertainties. Future work is needed to provide source attribution for subregions and further characterization of seasonal variability.},
doi = {10.1029/2017JD028166},
journal = {Journal of Geophysical Research: Atmospheres},
number = 9,
volume = 123,
place = {United States},
year = {Mon May 07 00:00:00 EDT 2018},
month = {Mon May 07 00:00:00 EDT 2018}
}
Web of Science
Works referenced in this record:
Emissions of CH 4 and N 2 O over the United States and Canada based on a receptor-oriented modeling framework and COBRA-NA atmospheric observations
journal, January 2008
- Kort, Eric A.; Eluszkiewicz, Janusz; Stephens, Britton B.
- Geophysical Research Letters, Vol. 35, Issue 18
A New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes
journal, September 2006
- Hong, Song-You; Noh, Yign; Dudhia, Jimy
- Monthly Weather Review, Vol. 134, Issue 9
Estimating methane emissions from biological and fossil-fuel sources in the San Francisco Bay Area: Methane Emissions in the SF Bay Area
journal, January 2017
- Jeong, Seongeun; Cui, Xinguang; Blake, Donald R.
- Geophysical Research Letters, Vol. 44, Issue 1
Greenhouse gas emissions from dairy manure management: a review of field-based studies
journal, August 2014
- Owen, Justine J.; Silver, Whendee L.
- Global Change Biology, Vol. 21, Issue 2
Inference from Iterative Simulation Using Multiple Sequences
journal, November 1992
- Gelman, Andrew; Rubin, Donald B.
- Statistical Science, Vol. 7, Issue 4
Atmospheric inverse modeling with known physical bounds: an example from trace gas emissions
journal, January 2014
- Miller, S. M.; Michalak, A. M.; Levi, P. J.
- Geoscientific Model Development, Vol. 7, Issue 1
Uncertainties in the global source distribution of nitrous oxide
journal, January 1995
- Bouwman, A. F.; Van der Hoek, K. W.; Olivier, J. G. J.
- Journal of Geophysical Research, Vol. 100, Issue D2
Coupled weather research and forecasting–stochastic time-inverted lagrangian transport (WRF–STILT) model
journal, May 2010
- Nehrkorn, Thomas; Eluszkiewicz, Janusz; Wofsy, Steven C.
- Meteorology and Atmospheric Physics, Vol. 107, Issue 1-2
A Gibbs sampler for inequality-constrained geostatistical interpolation and inverse modeling: CONSTRAINED GEOSTATISTICAL GIBBS SAMPLER
journal, September 2008
- Michalak, Anna M.
- Water Resources Research, Vol. 44, Issue 9
Source apportionment of methane and nitrous oxide in California's San Joaquin Valley at CalNex 2010 via positive matrix factorization
journal, January 2015
- Guha, A.; Gentner, D. R.; Weber, R. J.
- Atmospheric Chemistry and Physics, Vol. 15, Issue 20
Seasonal variation of CH 4 emissions from central California : SEASONAL VARIATION OF CH
journal, June 2012
- Jeong, Seongeun; Zhao, Chuanfeng; Andrews, Arlyn E.
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D11
Regional sources of nitrous oxide over the United States: Seasonal variation and spatial distribution: UNITED STATES NITROUS OXIDE SOURCES
journal, March 2012
- Miller, S. M.; Kort, E. A.; Hirsch, A. I.
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D6
Nitrous Oxide (N2O): The Dominant Ozone-Depleting Substance Emitted in the 21st Century
journal, August 2009
- Ravishankara, A. R.; Daniel, J. S.; Portmann, R. W.
- Science, Vol. 326, Issue 5949
North American Regional Reanalysis
journal, March 2006
- Mesinger, Fedor; DiMego, Geoff; Kalnay, Eugenia
- Bulletin of the American Meteorological Society, Vol. 87, Issue 3
Diurnal tracking of anthropogenic CO 2 emissions in the Los Angeles basin megacity during spring 2010
journal, January 2013
- Newman, S.; Jeong, S.; Fischer, M. L.
- Atmospheric Chemistry and Physics, Vol. 13, Issue 8
The NOAA nitrous oxide standard scale for atmospheric observations
journal, January 2007
- Hall, B. D.; Dutton, G. S.; Elkins, J. W.
- Journal of Geophysical Research, Vol. 112, Issue D9
The Step-Mountain Coordinate: Physical Package
journal, July 1990
- Janjić, Zaviša I.
- Monthly Weather Review, Vol. 118, Issue 7
A near-field tool for simulating the upstream influence of atmospheric observations: The Stochastic Time-Inverted Lagrangian Transport (STILT) model
journal, January 2003
- Lin, J. C.
- Journal of Geophysical Research, Vol. 108, Issue D16
The role of carbon dioxide in climate forcing from 1979 to 2004: introduction of the Annual Greenhouse Gas Index
journal, January 2006
- Hofmann, D. J.; Butler, J. H.; Dlugokencky, E. J.
- Tellus B: Chemical and Physical Meteorology, Vol. 58, Issue 5
Atmospheric inverse estimates of methane emissions from Central California
journal, January 2009
- Zhao, Chuanfeng; Andrews, Arlyn E.; Bianco, Laura
- Journal of Geophysical Research, Vol. 114, Issue D16
Non-CO2 greenhouse gases and climate change
journal, August 2011
- Montzka, S. A.; Dlugokencky, E. J.; Butler, J. H.
- Nature, Vol. 476, Issue 7358
Development of a turbulence closure model for geophysical fluid problems
journal, January 1982
- Mellor, George L.; Yamada, Tetsuji
- Reviews of Geophysics, Vol. 20, Issue 4
An Improved Mellor–Yamada Level-3 Model: Its Numerical Stability and Application to a Regional Prediction of Advection Fog
journal, March 2006
- Nakanishi, Mikio; Niino, Hiroshi
- Boundary-Layer Meteorology, Vol. 119, Issue 2
Coupling an Advanced Land Surface–Hydrology Model with the Penn State–NCAR MM5 Modeling System. Part I: Model Implementation and Sensitivity
journal, April 2001
- Chen, Fei; Dudhia, Jimy
- Monthly Weather Review, Vol. 129, Issue 4
Characterization of uncertainties in atmospheric trace gas inversions using hierarchical Bayesian methods
journal, January 2014
- Ganesan, A. L.; Rigby, M.; Zammit-Mangion, A.
- Atmospheric Chemistry and Physics, Vol. 14, Issue 8
Spatially resolving methane emissions in California: constraints from the CalNex aircraft campaign and from present (GOSAT, TES) and future (TROPOMI, geostationary) satellite observations
journal, January 2014
- Wecht, K. J.; Jacob, D. J.; Sulprizio, M. P.
- Atmospheric Chemistry and Physics, Vol. 14, Issue 15
Improving the Representation of Resolved and Unresolved Topographic Effects on Surface Wind in the WRF Model
journal, February 2012
- Jiménez, Pedro A.; Dudhia, Jimy
- Journal of Applied Meteorology and Climatology, Vol. 51, Issue 2
Seasonal variations in N 2 O emissions from central California : N
journal, August 2012
- Jeong, Seongeun; Zhao, Chuanfeng; Andrews, Arlyn E.
- Geophysical Research Letters, Vol. 39, Issue 16
Trends and seasonal cycles in the isotopic composition of nitrous oxide since 1940
journal, March 2012
- Park, S.; Croteau, P.; Boering, K. A.
- Nature Geoscience, Vol. 5, Issue 4
Assessment of an atmospheric transport model for annual inverse estimates of California greenhouse gas emissions
journal, February 2017
- Bagley, Justin E.; Jeong, Seongeun; Cui, Xinguang
- Journal of Geophysical Research: Atmospheres, Vol. 122, Issue 3
Top-down estimate of methane emissions in California using a mesoscale inverse modeling technique: The San Joaquin Valley: Methane Emission Estimates in SJV of CA
journal, March 2017
- Cui, Yu Yan; Brioude, Jerome; Angevine, Wayne M.
- Journal of Geophysical Research: Atmospheres, Vol. 122, Issue 6
Simulating estimation of California fossil fuel and biosphere carbon dioxide exchanges combining in situ tower and satellite column observations
journal, March 2017
- Fischer, Marc L.; Parazoo, Nicholas; Brophy, Kieran
- Journal of Geophysical Research: Atmospheres, Vol. 122, Issue 6, p. 3653-3671
A multitower measurement network estimate of California's methane emissions: CALIFORNIA'S METHANE EMISSIONS
journal, October 2013
- Jeong, Seongeun; Hsu, Ying-Kuang; Andrews, Arlyn E.
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 19
Estimating methane emissions in California's urban and rural regions using multitower observations
journal, November 2016
- Jeong, Seongeun; Newman, Sally; Zhang, Jingsong
- Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 21
Investigating seasonal methane emissions in Northern California using airborne measurements and inverse modeling: Seasonal Methane in Northern California
journal, November 2016
- Johnson, Matthew S.; Xi, Xin; Jeong, Seongeun
- Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 22
Nitrous oxide (N 2 O) emissions from California based on 2010 CalNex airborne measurements: California N 2 O emissions
journal, April 2013
- Xiang, Bin; Miller, Scot M.; Kort, Eric A.
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 7
Measuring the impact of COVID-19 vaccine misinformation on vaccination intent in the UK and USA
journal, February 2021
- Loomba, Sahil; de Figueiredo, Alexandre; Piatek, Simon J.
- Nature Human Behaviour, Vol. 5, Issue 3
The role of carbon dioxide in climate forcing from 1979 to 2004: introduction of the Annual Greenhouse Gas Index
journal, November 2006
- Hofmann, D. J.; Butler, J. H.; Dlugokencky, E. J.
- Tellus B, Vol. 58, Issue 5
Works referencing / citing this record:
Internet of Things for Environmental Sustainability and Climate Change
book, December 2019
- Salam, Abdul
- Internet of Things for Sustainable Community Development: Wireless Communications, Sensing, and Systems, p. 33-69
The Hydrometeorology Testbed–West Legacy Observing Network: Supporting Research to Applications for Atmospheric Rivers and Beyond
journal, September 2019
- Ray, Andrea J.; White, Allen B.
- Atmosphere, Vol. 10, Issue 9