Shallow Cumulus Clouds

Measuring Shallow Convective Mass Flux Profiles in the Trade Wind Region

Introduction

We conducted a comprehensive study focused on measuring the shallow convective mass flux profiles in the trade wind region. Shallow cumulus clouds, prevalent in tropical regions, play an essential role in the global climate system, yet their representation in models is challenging. By utilizing Doppler radar and lidar measurements at the Barbados Cloud Observatory (BCO), we were able to explore how the shallow cumulus mass flux behaves and varies over time.

Methodology

The primary instruments used in our study included a Ka-band Doppler cloud radar and a Doppler lidar, both located at the BCO. These instruments allowed us to collect data on cloud fraction, vertical velocity, and mass flux from shallow cumulus clouds over a 30-month period. By applying the Konow cloud mask algorithm, we filtered out non-shallow cumulus clouds, enabling us to focus on cloud structures and parameters relevant to our research.

Key Findings

Our results showed that the shallow convective mass flux is largely driven by cloud fraction, with vertical velocity playing a secondary role. The peak mass flux profile occurred around 730 meters, which coincides with the cloud base, and matched prior studies conducted in similar regions. Moreover, our analysis revealed that mass flux measurements over a period of at least two hours are necessary to avoid errors caused by fixed-point sampling.

Conclusion

We demonstrated that shallow convective mass flux can be reliably measured using ground-based remote sensing techniques. While the mass flux was primarily influenced by cloud fraction, our results suggest that the large-scale environmental conditions may have a more significant impact than previously assumed. This research provides new insights into the relationship between cloud dynamics and mass flux, with important implications for improving parameterizations in global climate models.

This summary is based on the publication: Klingebiel, M., Konow, H., & Stevens, B. (2021). Measuring Shallow Convective Mass Flux Profiles in the Trade Wind Region. Journal of the Atmospheric Sciences, 78, 3205-3214. DOI: 10.1175/JAS-D-20-0347.1.

Remote Sensing of Sea Salt Aerosol below Trade Wind Clouds

Introduction

In this study, we explored the remote sensing of sea salt aerosol in the boundary layer below trade wind clouds using a Ka-band cloud radar at the Barbados Cloud Observatory (BCO, see picture above). Sea salt aerosols play a crucial role in Earth's radiation budget and influence cloud formation and precipitation processes. However, their characterization over the marine boundary layer has been challenging due to measurement difficulties. Our research aimed to quantify the presence of large sea salt particles and estimate their size distribution using innovative radar and lidar techniques.

Sea Salt Aerosol Observations

We utilized a Ka-band cloud radar at the BCO to detect sea salt particles with diameters larger than 500 nm, which showed upward motion below shallow cumulus clouds. Our observations over a year indicated that sea salt aerosol was present in 76% of the measurements. By analyzing two case studies, we observed that these particles grow in size as they move closer to the cloud base due to increasing relative humidity. Using combined radar and Raman lidar measurements, we estimated that the equivolumetric diameter of these hygroscopically grown particles ranges from 6 to 11 micrometers near the cloud base.

Methodology and Data Analysis

Our methodology involved a detailed analysis of radar reflectivity and Doppler velocity to characterize the sea salt particles. We also developed a retrieval algorithm to estimate the size distribution of sea salt particles in the subcloud layer. The results were consistent with measurements taken by a dry-deposition sampler and online aerosol observations, confirming the reliability of our remote sensing techniques. The study provided insights into the vertical and temporal distribution of sea salt aerosols and their interaction with clouds.

Conclusion

Our research demonstrates the capability of high-sensitivity radars to detect and quantify sea salt aerosols in the marine boundary layer. The findings contribute to a better understanding of aerosol-cloud interactions and highlight the importance of sea salt particles in cloud formation processes in the trade wind regions. Future studies can build on our methods to further explore the role of sea salt aerosols in different regions and under varying environmental conditions.

This summary is based on our publication: Klingebiel, M., et al. (2019). Remote Sensing of Sea Salt Aerosol below Trade Wind Clouds. Journal of the Atmospheric Sciences, 76(5), 1189-1201. https://doi.org/10.1175/JAS-D-18-0139.1.