@article{a25d925ffc2f44e3b927ff09e6774a86,
title = "Validation of IASI Satellite Ammonia Observations at the Pixel Scale Using In Situ Vertical Profiles",
abstract = "Satellite ammonia (NH3) observations provide unprecedented insights into NH3 emissions, spatiotemporal variabilities and trends, but validation with in situ measurements remains lacking. Here, total columns from the Infrared Atmospheric Sounding Interferometer (IASI) were intercompared to boundary layer NH3 profiles derived from aircraft- and surface-based measurements primarily in Colorado, USA, in the summer of 2014. IASI-NH3 version 3 near real-time data set compared well to in situ derived columns (windows ±15 km around centroid, ±1 h around overpass time) with a correlation of 0.58, a slope of 0.78 ± 0.14 and an intercept of 2.1 × 1015±1.5 × 1015 molecules cm−2. Agreement degrades at larger spatiotemporal windows, consistent with the short atmospheric lifetime of NH3. We also examined IASI version 3R data, which relies on temperature retrievals from the ERA Reanalysis, and a third product generated using aircraft-measured temperature profiles. The overall agreement improves slightly for both cases, and neither is biased within their combined measurement errors. Thus, spatiotemporal averaging of IASI over large windows can be used to reduce retrieval noise. Nonetheless, sampling artifacts of airborne NH3 instruments result in significant uncertainties of the in situ-derived columns. For example, large validation differences exist between ascent and descent profiles, and the assumptions of the free tropospheric NH3 profiles used above the aircraft ceiling significantly impact the validation. Because short-lived species like NH3 largely reside within the boundary layer with complex vertical structures, more comprehensive validation is needed across a wide range of environments. More accurate and widespread in situ NH3 data sets are therefore required for improved validations of satellite products.",
keywords = "IASI, ammonia, remote sensing, satellite, validation, vertical profile",
author = "Xuehui Guo and Rui Wang and Da Pan and Zondlo, {Mark A.} and Lieven Clarisse and {Van Damme}, Martin and Simon Whitburn and Coheur, {Pierre Fran{\c c}ois} and Cathy Clerbaux and Bruno Franco and Golston, {Levi M.} and Lars Wendt and Kang Sun and Lei Tao and David Miller and Tomas Mikoviny and Markus M{\"u}ller and Armin Wisthaler and Tevlin, {Alexandra G.} and Murphy, {Jennifer G.} and Nowak, {John B.} and Roscioli, {Joseph R.} and Rainer Volkamer and Natalie Kille and Neuman, {J. Andrew} and Eilerman, {Scott J.} and Crawford, {James H.} and Yacovitch, {Tara I.} and Barrick, {John D.} and Scarino, {Amy Jo}",
note = "Funding Information: Xuehui Guo gratefully acknowledges the NASA Earth and Space Science Fellowship (Grant number: 80NSSC17K0377) for funding the work. We also gratefully acknowledge support for the analyses of the IASI and in situ data products from the NASA Health and Air Quality Applied Sciences (HAQAST) team, NASA NNX16AQ90G. Mark A. Zondlo acknowledges support as a visiting scientist at ULB from the EUMETSAT Satellite Application Facility on Atmospheric Chemistry Monitoring (AC SAF). Princeton field data collection and data quality control in Colorado/California by Levi Golston and Da Pan were supported by NASA NNX14AT36G and NNX14AT32G. We acknowledge Lars Wendt, Victor Fu, Naomi Pohl, and Levi Stanton for their assistance with the Princeton field data collection in Colorado and California. Part of the research at the ULB has been supported by the IASI.Flow Prodex arrangement (ESA‐BELSPO). Lieven Clarisse and Martin Van Damme are respectively a research associate and a postdoctoral researcher supported by the F.R.S.‐FNRS. Cathy Clerbaux is grateful to CNES and Center National de la Recherche Scientifique (CNRS) for financial support. IASI is a joint mission of EUMETSAT and the Center National d'Etudes Spatiales (CNES, France). The IASI Level‐1C data are distributed in near real‐time by EUMETSAT through the EUMETCast distribution system. We acknowledge the AERIS data infrastructure https://www.aeris-data.fr for providing access to the IASI data as well as the NASA DISCOVER‐AQ and NSF FRAPP{\'E} science teams, aircraft, and technical crews. PTR‐MS measurements during DISCOVER‐AQ were supported by the Austrian Federal Ministry for Transport, Innovation and Technology (bmvit) through the Austrian Space Applications Programme (ASAP 8, #833451, #840086) of the Austrian Research Promotion Agency (FFG). Tomas Mikoviny was supported by an appointment to the NASA Postdoctoral Program at the Langley Research Center administered by Oak Ridge Associated Universities (ORAU) under contract with NASA. iMet‐1 temperature soundings were provided by Anne Thompson (NASA/Goddard) and her Penn State students supported by NASA NNX10AR39G and NNX11AQ44G. UW‐Madison SSEC RS92 temperature measurements were conducted by Erik Olson. The NO data on P‐3B were made available by Andrew J. Weinheimer and Denise D. Montzka. The number concentrations of particles were measured by Bruce E. Anderson. The HSRL2 MLH measurements on B200 were made by Amy Jo Scarino, Chris A. Hostetler, Richard A. Ferrare and Sharon P. Burton. Rainer Volkamer acknowledges financial support for the CU SOF deployment during FRAPP{\'E} from the Colorado Department for Public Health and Environment (CDPHE) State of Colorado contract 14FAA64390, and the US National Science Foundation (NSF) EAGER grant AGS‐1452317. Natalie Kille and Rainer Volkamer acknowledge S. Baidar, R. Sinreich, I. Ortega, P. Handley, O.W. Cooper for help during the field campaign and J. Hannigan for access to the NCAR trailer. The lead authors also thank Cody Floerchinger and Scott C. Herndon for their contributions to the Aerodyne mobile lab measurements. 2 Funding Information: Xuehui Guo gratefully acknowledges the NASA Earth and Space Science Fellowship (Grant number: 80NSSC17K0377) for funding the work. We also gratefully acknowledge support for the analyses of the IASI and in situ data products from the NASA Health and Air Quality Applied Sciences (HAQAST) team, NASA NNX16AQ90G. Mark A. Zondlo acknowledges support as a visiting scientist at ULB from the EUMETSAT Satellite Application Facility on Atmospheric Chemistry Monitoring (AC SAF). Princeton field data collection and data quality control in Colorado/California by Levi Golston and Da Pan were supported by NASA NNX14AT36G and NNX14AT32G. Publisher Copyright: {\textcopyright} 2021. The Authors.",
year = "2021",
month = may,
day = "16",
doi = "10.1029/2020JD033475",
language = "English (US)",
volume = "126",
journal = "Journal of Geophysical Research: Atmospheres",
issn = "2169-897X",
publisher = "Wiley-Blackwell Publishing Ltd",
number = "9",
}