title: On the sensitivity of the diurnal cycle in the Amazon to convective intensity.
abstract: Climate and reanalysis models contain large water and energy budget errors over tropical land related to the misrepresentation of diurnally forced moist convection. Motivated by recent work suggesting that the water and energy budget is influenced by the sensitivity of the convective diurnal cycle to atmospheric state, this study investigates the relationship between convective intensity, the convective diurnal cycle, and atmospheric state in a region of frequent convection-the Amazon. Daily, 3-hourly satellite observations of top of atmosphere (TOA) fluxes from Clouds and the Earth's Radiant Energy System Ed3a SYN1DEG and precipitation from Tropical Rainfall Measuring Mission 3B42 data sets are collocated with twice daily Integrated Global Radiosonde Archive observations from 2002 to 2012 and hourly flux tower observations. Percentiles of daily minimum outgoing longwave radiation are used to define convective intensity regimes. The results indicate a significant increase in the convective diurnal cycle amplitude with increased convective intensity. The TOA flux diurnal phase exhibits 1-3 h shifts with convective intensity, and precipitation phase is less sensitive. However, the timing of precipitation onset occurs 2-3 h earlier and the duration lasts 3-5 h longer on very convective compared to stable days. While statistically significant changes are found between morning atmospheric state and convective intensity, variations in upper and lower tropospheric humidity exhibit the strongest relationships with convective intensity and diurnal cycle characteristics. Lastly, convective available potential energy (CAPE) is found to vary with convective intensity but does not explain the variations in Amazonian convection, suggesting that a CAPE-based convective parameterization will not capture the observed behavior without incorporating the sensitivity of convection to column humidity.
authors.affiliation: Science Systems and Applications, Inc. Hampton Virginia USA.
authors.forename: Kyle F
authors.initials: KF
authors.lastname: Itterly
authors.affiliation: Climate Science Branch NASA Langley Research Center Hampton Virginia USA.
authors.forename: Patrick C
authors.initials: PC
authors.lastname: Taylor
authors.affiliation: Climate Science Branch NASA Langley Research Center Hampton Virginia USA.
authors.forename: Jason B
authors.initials: JB
authors.lastname: Dodson
authors.affiliation: Climate and Global Dynamics National Center for Atmospheric Research Boulder Colorado USA.
authors.forename: Ahmed B
authors.initials: AB
authors.lastname: Tawfik
keywords: Amazon; CERES; LBA field campaign; TRMM; convective Intensity; diurnal cycle