Solid hydrometeor classification and riming degree estimation from pictures collected with a Multi-Angle Snowflake Camera

C Praz, YA Roulet, A Berne - Atmospheric Measurement …, 2017 - amt.copernicus.org
A new method to automatically classify solid hydrometeors based on Multi-Angle Snowflake
Camera (MASC) images is presented. For each individual image, the method relies on the …

Observed influence of riming, temperature, and turbulence on the fallspeed of solid precipitation

TJ Garrett, SE Yuter - Geophysical Research Letters, 2014 - Wiley Online Library
Forecasts of the amount and geographic distribution of snow are highly sensitive to a
model's parameterization of hydrometeor fallspeed. Riming is generally thought to lead to …

Processing of ice cloud in situ data collected by bulk water, scattering, and imaging probes: Fundamentals, uncertainties, and efforts toward consistency

GM McFarquhar, D Baumgardner… - Meteorological …, 2017 - journals.ametsoc.org
In situ observations of cloud properties made by airborne probes play a critical role in ice
cloud research through their role in process studies, parameterization development, and …

Streak detection and analysis pipeline for space-debris optical images

J Virtanen, J Poikonen, T Säntti, T Komulainen… - Advances in Space …, 2016 - Elsevier
We describe a novel data-processing and analysis pipeline for optical observations of
moving objects, either of natural (asteroids, meteors) or artificial origin (satellites, space …

[HTML][HTML] A convolutional neural network for classifying cloud particles recorded by imaging probes

G Touloupas, A Lauber, J Henneberger… - Atmospheric …, 2020 - amt.copernicus.org
During typical field campaigns, millions of cloud particle images are captured with imaging
probes. Our interest lies in classifying these particles in order to compute the statistics …

IceDetectNet: a rotated object detection algorithm for classifying components of aggregated ice crystals with a multi-label classification scheme

H Zhang, X Li, F Ramelli, RO David… - Atmospheric …, 2024 - amt.copernicus.org
The shape of ice crystals affects their radiative properties, growth rate, fall speed, and
collision efficiency; thus, it plays a significant role in cloud optical properties and …

Shape Classification of Cloud Particles Recorded by the 2D-S Imaging Probe Using a Convolutional Neural Network

R Zhang, H Xiao, Y Gao, H Su, D Li, L Wei, J Li… - Journal of Meteorological …, 2023 - Springer
The airborne two-dimensional stereo (2D-S) optical array probe has been operating for
more than 10 yr, accumulating a large amount of cloud particle image data. However, due to …

Airborne observations of the microphysical structure of two contrasting cirrus clouds

SJ O'Shea, TW Choularton, G Lloyd… - Journal of …, 2016 - Wiley Online Library
We present detailed airborne in situ measurements of cloud microphysics in two midlatitude
cirrus clouds, collected as part of the Cirrus Coupled Cloud‐Radiation Experiment. A new …

Characterising optical array particle imaging probes: Implications for small ice crystal observations

S O'shea, J Crosier, J Dorsey… - Atmospheric …, 2020 - amt.copernicus.org
The cloud particle concentration, size and shape data from optical array probes (OAPs) are
routinely used to parameterise cloud properties and constrain remote sensing retrievals …

[HTML][HTML] Ray optics for absorbing particles with application to ice crystals at near-infrared wavelengths

H Lindqvist, J Martikainen, J Räbinä, A Penttilä… - Journal of Quantitative …, 2018 - Elsevier
Light scattering by particles large compared to the wavelength of incident light is traditionally
solved using ray optics which considers absorption inside the particle approximately, along …