Introduction

Introduction¶
What is the relationship between aerosol concentration, clouds, and precipitation?
Today we analyze a convection event and the associated heavy precipitation that occurred at the BNF site from 2025‑05‑08 to 2025‑05‑11.
Our workflow is organized as follows:

Why Aerosols and Clouds Matter¶
Aerosols act as cloud condensation nuclei (CCN), altering cloud properties and precipitation:
More and Smaller CCN
- ↑ CCN number → same water mass spreads over more droplets → droplets shrink in size
Reflecting More Sunlight (Twomey Effect)
- Smaller droplets → larger total surface area → ↑ cloud albedo → more solar radiation is scattered back to space
Lifetime Effect
- Smaller droplets collide less efficiently → suppressed rainfall → extended cloud lifetime → further cooling

cite: SMPS: Kuang, C., Singh, A., Howie, J., Salwen, C., & Hayes, C. Scanning mobility particle sizer (AOSSMPS), 2025-05-08 to 2025-05-11, Bankhead National Forest, AL, USA; Long-term Mobile Facility (BNF), Bankhead National Forest, AL, AMF3 (Main Site) (M1). Atmospheric Radiation Measurement (ARM) User Facility. Kuang et al. (2021)
CPCU: Shilling, J., Levin, M., & Zawadowicz, M. ACSM, corrected for composition- dependent collection efficiency (ACSMTOFCDCE), 2025-05-08 to 2025-05-11, Bankhead National Forest, AL, USA; Long-term Mobile Facility (BNF), Bankhead National Forest, AL, AMF3 (Main Site) (M1). Atmospheric Radiation Measurement (ARM) User Facility. Shilling et al. (2022)
CPCf: Koontz, A., Kuang, C., Andrews, E., Hayes, C., Singh, A., & Salwen, C. Condensation Particle Counter (AOSCPCF), 2025-05-08 to 2025-05-11, Bankhead National Forest, AL, USA; Long-term Mobile Facility (BNF), Bankhead National Forest, AL, AMF3 (Main Site) (M1). Atmospheric Radiation Measurement (ARM) User Facility. Koontz et al. (2013)
ACSM: Shilling, J., Levin, M., & Zawadowicz, M. ACSM, corrected for composition- dependent collection efficiency (ACSMTOFCDCE), 2025-05-08 to 2025-05-11, Bankhead National Forest, AL, USA; Long-term Mobile Facility (BNF), Bankhead National Forest, AL, AMF3 (Main Site) (M1). Atmospheric Radiation Measurement (ARM) User Facility. Shilling et al. (2022)
- Kuang, C., Singh, A., Howie, J., Salwen, C., & Hayes, C. (2021). Scanning Mobility Particle Sizer, b1 level. Atmospheric Radiation Measurement (ARM) Archive, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (US); ARM Data Center, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). 10.5439/1476898
- Shilling, J., Levin, M., & Zawadowicz, M. A. (2022). acsmtofcdce.c1: Aerosol Chemical Speciation Monitor Time-Of-Flight Composition-Dependent Collection Efficiency. Atmospheric Radiation Measurement (ARM) Archive, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (US); ARM Data Center, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). 10.5439/1878136
- Koontz, A., Kuang, C., Andrews, E., Hayes, C., Singh, A., & Salwen, C. (2013). aoscpcf.b1. Atmospheric Radiation Measurement (ARM) Archive, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (US); ARM Data Center, Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). 10.5439/1352536