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 …
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 …
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 …
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 …
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 …
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
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 …
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 …
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 …
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
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 …
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 …
solved using ray optics which considers absorption inside the particle approximately, along …