S. A. Soldatenko

Artificial Intelligence and Its Application in Numerical Weather Prediction

5

V. V. Asmus, V. D. Bloshchinskiy, L. S. Kramareva, M. O. Kuchma,
and A. A. Filei

Preliminary Data Processing of the MSU-GS/VE Device Aboard the Arktika-M No. 1 Highly Elliptical Satellite Using Artificial Intelligence Methods

28

V. D. Bloshchinskiy, A. I. Andreev, L. S. Kramareva, and A. N. Davidenko

Satellite Data Processing in the Interests of Hydrometeorology Using Neural Network Technologies: The Approaches Used at Planeta State Research Center on Space Hydrometeorology

35

K. G. Kortikova and I. A. Bychkova

Application of Convolutional Neural Networks for Detecting Sea Ice Leads in the Laptev Sea with Landsat-8 Satellite Imagery

47

V. V. Chursin and A. A. Kostornaya

Application of Deep Neural Networks for Detecting Probable Areas of Precipitation and Thunderstorms

55

M. O. Kuchma

Application of Physical and Neural Network Methods in Operational Water Surface Detection

67

A. E. Shishov

A Method for Object-oriented Detection of Deep Convection from Geostationary Satellite Imagery Using Machine Learning

78

N. Yu. Zakhvatkina, I. A. Bychkova, and V. G. Smirnov

Using the Neural Network Technique for Lead Detection in Radar Images of the Arctic Sea Ice Cover

91

A. E. Sumachev, L. S. Banshchikova, and S. A. Griga

Using Neural Network Methods for Peak Water Level Prediction: A Case Study for the Dvina-Pechora Basin Rivers

104

O. V. Kalmykova

Using Machine Learning Methods to Develop an Algorithm for Recognizing a Risk of Waterspout Occurrence off the Black Sea Coast of Russia

116

A. M. Smetanina, S. A. Gromov, V. A. Obolkin, T. V. Khodzher,
and O. I. Khuriganova

Assessment of Atmospheric Ozone from Reanalysis and Ground-based Measurements in the Baikal Region

126

P. V. Kulizhskaya

A Method for Predicting Fog and Identifying Its Type Based on Neural Networks for the St. Petersburg (Pulkovo) Airfield

133

V. A. Trenin (to the 70th Birthday)

144