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TWSTSAIL

Field Validation of Cloud Properties Sensor - SAIL

18 October 2021 - 15 June 2023

Lead Scientist: Stephen Jones

Observatory: AMF (ARM Mobile Facility 2) - GUC

Part of the ARM mission is generally to gain a better understanding of the water cycle. Clouds are a very significant component of Earth's radiation budget. Better measurements of cloud properties such as cloud optical depth, droplet effective radius, and thermodynamic phase could improve this understanding. A low-cost sensor could enable a greater number of sensor deployments. Aerodyne has developed TWST-CPS (Cloud Properties Sensor), a low-cost, zenith viewing, VIS-NIR (400-1700 nm) spectroradiometer-based instrument with ½-degree field of view and 1 Hz measurement rate. As part of a DoE SBIR (Phase 1 and 2), we deployed this sensor at ARM’s Southern Great Plains (SGP) observatory during spring/summer 2020 and June-December 2021. We demonstrated excellent agreement of cloud optical depth (COD) and liquid water path (LWP) with other sensors of different modalities. Effective radius and thermodynamic phase retrievals have been good but are still under development for improvement. Deployment of TWST-CPS for the SAIL campaign will be an ideal opportunity to further validate the new instrument in an environment different than SGP. For example, the typical snow cover at SAIL will provide a much different surface albedo than SGP. As at SGP, the SAIL deployment will allow correlative measurement comparisons with instruments of various modalities and their value-added products, e.g., MWR/MWR3C (passive microwave), AERI (LWIR), KAZR (mm-wave radar), CSPHOT, and MFRSR (VIS/NIR).

Timeline

Campaign Data Sets

IOP Participant Data Source Name Final Data
Stephen Jones Three Waveband Spectrally Agile Technique Sensor (TWST) Order Data

GUC Data Sources

Name Full Name Browse Data
ACSM Aerosol Chemical Speciation Monitor Browse Data
ACSMCDCE ACSM, corrected for composition-dependent collection efficiency Browse Data
AERI Atmospheric Emitted Radiance Interferometer Browse Data
AERINF AERI Noise Filtered Browse Data
AOD-MFRSR Aerosol Optical Depth (AOD) derived from MFRSR measurements Browse Data
AOP Aerosol Optical Properties Browse Data
AOS Aerosol Observing System Browse Data
AOSMET Meteorological Measurements associated with the Aerosol Observing System Browse Data
AREALAVEALB Areal-Averaged Surface Albedo Browse Data
ARMBE ARM Best Estimate Data Products Browse Data
ARMTRAJ Airmass trajectories to support studies using ARM data Browse Data
ARMTRAJ-AIR Airmass trajectories to support studies using ARM Aerial Facility (AAF) data. Browse Data
CAMINST camera that monitors an instrument Browse Data
CAMSITE camera that monitors a site area Browse Data
CCN Cloud Condensation Nuclei Particle Counter Browse Data
CCNKAPPA CCN Counter derived hygroscopicity parameter kappa Browse Data
CEIL Ceilometer Browse Data
CEILPBLHT Boundary-layer height data with CEIL Browse Data
CLDTYPE Cloud Type Classification Browse Data
CLOUDRADARCOR Cloud Radar (KAZR, KAZR2, or MWACR) Corrected VAP Browse Data
CO-ANALYZER Carbon Monoxide Analyzer Browse Data
CPC Condensation Particle Counter Browse Data
CSPHOT Sunphotometer Browse Data
DL Doppler Lidar Browse Data
DLPROF-WIND Doppler Lidar Wind Browse Data
DLPROF-WSTATS Doppler Lidar Vertical Velocity Statistics Browse Data
ECMWFDIAG European Centre for Medium Range Weather Forecasts Diagnostic Analyses Browse Data
ECOR Eddy Correlation Flux Measurement System Browse Data
GENSTATE Generator State Browse Data
GNDRAD Ground Radiometers on Stand for Upwelling Radiation Browse Data
HSRL High Spectral Resolution Lidar Browse Data
HTDMA Humidified Tandem Differential Mobility Analyzer Browse Data
INS Ice Nucleation Spectrometer for INP measurement Browse Data
INS-AIR Ice Nucleation Spectrometer for INP measurements aboard aircraft Browse Data
INTERPSONDE Interpolated Sonde Browse Data
IRT Infrared Thermometer Browse Data
KAZR Ka ARM Zenith Radar Browse Data
KAZRARSCL Active Remote Sensing of CLouds (ARSCL) product using Ka-band ARM Zenith Radars Browse Data
LDIS Laser Disdrometer Browse Data
LDQUANTS Laser Disdrometer Quantities Browse Data
LIDARAEROMASK aerosol feature mask Browse Data
MAWS Automatic Weather Station Browse Data
MET Surface Meteorological Instrumentation Browse Data
MFR Multifilter Radiometer Browse Data
MFRSR Multifilter Rotating Shadowband Radiometer Browse Data
MFRSRCLDOD Cloud Optical Properties from MFRSR Using Min Algorithm Browse Data
MICROBASE Continuous Baseline Microphysical Retrieval Browse Data
MPL Micropulse Lidar Browse Data
MPLCMASK Cloud mask from Micropulse Lidar Browse Data
MPLCMASKML Micropulse Lidar Cloud Mask Machine Learning VAP Browse Data
MWR Microwave Radiometer Browse Data
MWR3C Microwave Radiometer, 3 Channel Browse Data
MWRRET MWR Retrievals Browse Data
MWRRETV2 MWR Retrievals with MWRRET Version 2 Browse Data
NEPHELOMETER Nephelometer Browse Data
OPC Optical Particle Counter Browse Data
OZONE Ozone Monitor Browse Data
PBLHT Planetary Boundary Layer Height Browse Data
PSAP Particle Soot Absorption Photometer Browse Data
QCECOR Quality Controlled Eddy Correlation Flux Measurement Browse Data
QCRAD Data Quality Assessment for ARM Radiation Data Browse Data
RADCLSS Extracted Radar Columns and In-Situ Sensors (RadCLss) Browse Data
RADFLUXANAL Radiative Flux Analysis Browse Data
RWP Radar Wind Profiler Browse Data
SEBS Surface Energy Balance System Browse Data
SKYRAD Sky Radiometers on Stand for Downwelling Radiation Browse Data
SMPS Scanning mobility particle sizer Browse Data
SONDE Balloon-Borne Sounding System Browse Data
SONDEGRID Gridded Sonde VAP Product Browse Data
SONDEPARAM convective parameters derived from radiosonde data Browse Data
SP2 Single Particle Soot Photometer Browse Data
SPHOTCOD Cloud optical depth retrieved from multi-channel sunphotometer Browse Data
SQUIRE Surface QUantitatIve pRecipitation Estimation (SQUIRE) Browse Data
TBSCPC Condensation Particle Counter aboard Tethered Balloon System Browse Data
TBSGROUND Tethered Balloon System Ground Measurement Browse Data
TBSMERGED Tethered Balloon System (TBS) Merged Data Product Browse Data
TBSMET Meteorological Instrumentation aboard TBS Browse Data
TBSPOPS Portable Optical Particle Spectrometer aboard Tethered Balloon System Browse Data
TBSWIND Anemometers aboard Tethered Balloon System Browse Data
THERMOCLDPHASE Thermodynamic Cloud Phase Browse Data
TROPOE Tropospheric Optimal Estimation Retrieval Browse Data
TSI Total Sky Imager Browse Data
UHSAS Ultra-High Sensitivity Aerosol Spectrometer Browse Data
VARANAL Constrained Variational Analysis Browse Data
VISST Minnis Cloud Products Using Visst Algorithm Browse Data
WB Weighing Bucket Precipitation Gauge Browse Data
XPRECIPCMAC CSU X-Band Precip Radar (XPRECIPRADAR) PPI Corrected Moments to Antenna Coord Browse Data
XPRECIPRADAR X-Band Precipitation Radar Browse Data
XPRECIPRADARHP Surface Hydrometeor Phase Browse Data
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Atmospheric Radiation Measurement (ARM) | Reviewed March 2025