Abstract

Abstract. We present an algorithm for retrieving aerosol layer height (ALH) and aerosol optical depth (AOD) for smoke over vegetated land and water surfaces from measurements of the Earth Polychromatic Imaging Camera (EPIC) onboard the Deep Space Climate Observatory (DSCOVR). The algorithm uses Earth-reflected radiances in six EPIC bands in the visible and near-infrared and incorporates flexible spectral fitting that accounts for the specifics of land and water surface reflectivity. The fitting procedure first determines AOD using EPIC atmospheric window bands (443, 551, 680, and 780 nm), then uses oxygen (O2) A and B bands (688 and 764 nm) to derive ALH, which represents an optical centroid altitude. ALH retrieval over vegetated surface primarily takes advantage of measurements in the O2 B band. We applied the algorithm to EPIC observations of several biomass burning events over the United States and Canada in August 2017. We found that the algorithm can be used to obtain AOD and ALH multiple times daily over water and vegetated land surface. Validation is performed against aerosol extinction profiles detected by the Cloud–Aerosol Lidar with Orthogonal Polarization (CALIOP) and against AOD observed at nine Aerosol Robotic Network (AERONET) sites, showing, on average, an error of 0.58 km and a bias of −0.13 km in retrieved ALH and an error of 0.05 and a bias of 0.03 in retrieved AOD. Additionally, we show that the aerosol height information retrieved by the present algorithm can potentially benefit the retrieval of aerosol properties from EPIC's ultraviolet (UV) bands.

Highlights

  • Aerosol vertical distribution is an important but poorly constrained variable that strongly influences how aerosol particles affect Earth’s energy budget

  • The image data in Earth Polychromatic Imaging Camera (EPIC) level 1B (L1B) products are in digital units of counts per second that are converted into reflectance for each visible and NIR channel using calibration factors provided at Atmospheric Science Data Center (ASDC) online: https://eosweb.larc.nasa.gov/project/dscovr/DSCOVR_EPIC_Calibration_Factors_V02.pdf

  • The TOA reflectance in the EPIC “atmospheric window” channels are matched with lookup tables (LUTs) to determine aerosol optical depth (AOD), since the TOA reflectance does not depend on aerosol layer height (ALH) in these channels

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Summary

Introduction

Aerosol vertical distribution is an important but poorly constrained variable that strongly influences how aerosol particles affect Earth’s energy budget. Absorption of solar radiation by smoke and dust particles can result in diabatic heating, alter atmospheric stability, and affect cloud formation and life cycle These effects depend critically on the altitude of aerosol layers (Babu et al, 2011; Ge et al, 2014; Koch and Del Genio, 2010; Satheesh et al, 2008; Wendisch et al, 2008). Xu et al (2017) presented an algorithm to simultaneously retrieve aerosol optical depth (AOD) and ALH using the EPIC measurements via these four bands and, for the first time, demonstrated EPIC’s promising application for determining dust plume height over ocean surfaces during daytime hours.

Remote sensing principle and challenges
Algorithm overview
Obtaining EPIC TOA reflectance
Determining surface albedo and pressure
Lookup tables
Strategy of flexible spectral fitting
Retrieval demonstration
Retrieval validation
Implication to the retrieval of UV absorbing aerosol properties
Findings
Summary and discussion
Full Text
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