| Vol-2534 urn:nbn:de:0074-2534-4 Copyright © 2019 for the individual papers by the papers' authors. Copyright © 2019 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# SDM 2019
Spatial Data Processing for Monitoring of Natural and Anthropogenic Processes

### Proceedings of the All-Russian Conference "Spatial Data Processing for Monitoring of Natural and Anthropogenic Processes" (SDM-2019)

### Berdsk, Russia, August 26-30, 2019.

Edited by

### Yurii I. Shokin *
Victor V. Alt **
Igor V. Bychkov ***
Oleg I. Potaturkin ****
Igor A. Pestunov *

* Institute of Computational Technologies SB RAS, Novosibirsk, Russia
** Siberian Federal Research Center for Agrobiotechnologies of the Russian Academy of Sciences, Novosibirsk, Novosibirsk, Russia
*** Matrosov Institute for System Dynamics and Control Theory SB RAS, Irkutsk, Russia
**** Institute of Automation and Electrometry SB RAS, Novosibirsk, Russia

## Table of Contents

- Preface

### Keynote Talks

- Digital Monitoring of the Ecosystem of Lake Baikal 8-14
  Igor V. Bychkov, Gennadii M. Ruzhnikov, Alexey E. Khmelnov, Roman F. Fedorov, Taras I. Madzhara
- Systematic and Random Errors Analysis of a Pine Forest Height Determination According to Radar Interferometry 15-21
  Irina I. Kirbizhekova, Tumen N. Chimitdorzhiev, Aleksey V. Dmitriev, Arcadii K. Baltukhaev, Pavel N. Dagurov
- Estimation of Natural Gas Flaring Volume at the Western Siberia Flares using Satellite Night-Time Data in the Visible and Near-Infrared Range 22-26
  Anatoly A. Lagutin, Egor Yu. Mordvin, Nikolay V. Volkov, Nina V. Tuchina
- Monitoring, Risk Assessment and Safety of Technosphere Objects and Urbanized Areas 27-32
  Vladimir V. Moskvichev, Natalia A. Chernyakova
- Recognition of Small Color Differences with Computer Vision Devices 33-38
  Irina G. Palchikova, Evgenii S. Smirnov
- Current Capabilities of the "IKI-Monitoring" Center for Collective Use 39-44
  Andrey A. Proshin, Evgeny A. Loupian, Alexandr V. Kashnitskii, Ivan V. Balashov, Mihail A. Bourtsev
- Digital Watermarking Scheme of Aerial Video Data 45-49
  Margarita N. Favorskaya, Vladimir V. Buryachenko, Konstantin A. Gusev
- The Satellite Processing System in the Regional Centre for Remote Sensing in Krasnoyarsk Scientific Center 50-55
  Oleg E. Yakubailik, Alexey A. Kadochnikov, Alexey V. Tokarev

### Integrated Geoinformational Technologies and Systems for Monitoring Applications

- An Ontological Approach to Organizing an Active Seismology Web Environment 56-60
  Ludmila P. Braginskaya, Andrey P. Grigoruk, Valery V. Kovalevsky
- An Interactive Enironment for Modeling the Processes of ERS Data Processing and Analysis 61-67
  Ruslan V.Brezhnev, Yury .A.Maglinets, Ksenia V.Raevich
- The Use of Computer Software in Applied Problems of Artificial Selection 68-73
  Irina G. Grebennikova, Anna F. Cheshkova, Damir I. Chanyshev, Petr I. Stepochkin
- The Use of the Sequential Quadratic Programming Method for Unmixing of Hyperspectral Images 74-76
  Olga V. Grigorieva, Alisher G. Saidov, Leonid I. Chapurskiy
- Algorithms of Multispectral Aerospace Image Sequential Analysis Based on the Use of Structural-Statistical Approach for Natural Object Decoding 77-83
  Aleksander P. Guk, Maxim A. Altyntsev, Larisa G. Evstratova, Marina A. Altyntseva
- Estimation of Parameters of a Snow Cover on a Ground Surface without a Relief and with Relief by the Radar Interferometry Method 84-90
  Pavel N. Dagurov, Aleksey V. Dmitriev, Sergey I. Dobrynin, Tumen N. Chimitdorzhiev
- The Performance of Texture Features in the Problem of Classification of the Soil-Vegetation Objects 91-98
  Egor V. Dmitriev, Vladimir V. Kozoderov, Anton A. Sokolov
- Integrated Geoinformation Monitoring System for the Condition of Intracontinental Water Objects 99-103
  Alexander A. Dontsov, Igor A. Sutorikhin, Andrei A. Kolomeichev
- Signal Processing in the Receiving System with Spatially Distributed Receiving Elements 104-108
  Darya N. Zima, Darya O. Sokolova, Alexander A. Spector
- Geoinformation Technologies and Software for Operational Assessment of Air Pollution 109-113
  Alexey A. Kadochnikov, Alexey V. Tokarev, Oleg E. Yakubailik
- The Forecast of Climate Changes in Altai-Sayan Mountain Country till 2030 114-117
  Yury B. Kirsta, Olga V. Lovtskaya, Alexander V. Puzanov
- Methods of Spatial Data Processing Based on Bayesian Approach for Environmental Monitoring 118-123
  Ekaterina G. Klimova
- Cartographic Modeling of Soil Temperature Fields for Middle Siberia Transect Based on Conjoint Analysis of Automated Ground-based and Satellite Temperature Data 124-131
  Svetlana Ya. Kudryasheva, Alexander S. Chumbaev, Igor A. Pestunov, Yuriy N. Sinyavskiy, Dmitry L. Chubarov, Anna N. Bezborodova, Nicolay B. Ermakov
- Radar Detection of Concentrated Objects Using Broadband Radiation 132-136
  Igor F. Lozovskiy, Aleksey A. Murasev, Alexander A. Spektor
- Non-Parametric Detection of Seismic Signals by Two Parts of the Same Amplitude Spectrum 137-141
  Yury V. Morozov, Mikhail A. Rajfeld, Aleksandr A. Spektor
- Neural Network Classification of Large-sized Multi-segmented Polygon with Formation of Features by the Hilbert-Huang Transform of Hyperspectral Data 142-146
  Evgeny S. Nezhevenko
- Virtual Research Environment in Fundamental and Applied Problems of Climatology 147-153
  Evgeny P. Gordov, Igor G. Okladnikov, Alexander G. Titov, Anna A. Ryazanova
- UNISAT. The Technology for Development of United Systems of Maintaining Extra Large Distributed Archives of Heterogeneous Satellite Data 154-159
  Andrey A. Proshin, Evgeny A. Loupian, Alexandr V. Kashnitskii, Ivan V. Balashov
- Pine Crown and Trunk Diameter Dependence Research 160-165
  Alexey S. Pyataev, Andrey A. Vais
- Video-based Face Recognition Method 166-171
  Anna V. Pyataeva, Maria V. Verkhoturova
- Approaches to Representation of Knowledge of Operations on Spatial Data in Monitoring Applicaitons 172-177
  Ksenia V. Raevich, Yury A. Maglinets, Ruslan V. Brezhnev
- Localization of Point Sources with Random Spatial Position and Random Discipline of Pulse Generation 178-182
  Alexander L. Reznik, Alexander V. Tuzikov, Andrey V. Torgov, Alexander A. Soloviev, Vasiliy A. Kovalev
- Framework-based Approach to Implementation of High-Performance Image Processing Library 183-188
  Evgeny V. Rusin
- Algorithm for reconstruction of the ground surface reflection coefficients from the MODIS data taking into account the inhomogeneity of the ground surface 189-196
  Mikhail V. Tarasenkov, Vladimir V. Belov, Anna V. Zimovaya, Marina V. Engel
- Reconstruction of the Ground Surface Reflection Coefficients from the Data of Measurements with the Resurs-P and Meteor-M Satellites 197-203
  Mikhail V. Tarasenkov, Vladimir V. Belov, Marina V. Engel, Yuriy V. Gridnev, Anna V. Zimovaya
- Multi-dimensional Presentation and Analysis of Stationary Land Observation Data of Atmospheric Impurity Concentrations for Verification of Hydrodynamic Forecast Models 204-206
  Valery M. Tokarev, Marina Y. Zdereva
- Automation of forming a database of the glaciers based on Remote Sensing 207-211
  Roman K. Fedorov, Alexander D. Kitov, Yury V. Avramenko
- Estimation of Gaseous Interchange in the Irkutsk Reservoir 212-218
  Alexey E. Hmelnov, Andrey S. Gachenko, Andrey A. Mihailov, Viktor V. Minaev, Aleksandr V. Minaev
- Combination of Neural Network and Linear Filtration for Objects Detection 219-223
  Adilbek K. Shakenov
- Atmospheric correction software of Russian spaceborne devices data 224-228
  Vladimir V. Belov, Yury V. Gridnev, Anna V. Zimovaya, Mikhail V. Tarasenkov, Marina V. Engel
- Information System for Satellite Data Acquisition, Archiving and Analysis as an Instrument for Monitoring of Objects of Artificial and Natural Origin 229-240
  Yurii I. Shokin, Igor A. Pestunov, Dmitri L. Chubarov, Vladimir A. Kikhtenko, Elena A. Mamash, Nikolay N. Dobretsov, Polina V. Voronina, Yury N. Sinyavsky
- On geographical binding of the content of text documents 241-247
  Oleg L. Zhizhimov, Yulia V. Leonova
- Artificial Neural Network Technology for Text Recognition 248-252
  Anna V. Pyataeva, Sergey A. Genza
- Features Of The MVC Architecture For Working With Observational Data Series 253-259
  Yurii I. Molorodov
- Multi-spectral Image Recognition Using Solution Trees Based on Similarity 260-266
  Vladimir B. Berikov, Igor A. Pestunov, Roman M. Kozinets, Sergey A. Rylov

### Operative Regional Satellite Monitoring of the Environment

- Services for Analysing Series of Satellite Images for Estimating the Change Dynamics of Objects 267-272
  Roman K. Fedorov, Gennadiy M. Rugnikov, Yuriy V. Avramenko
- A Comparison of Two Methods of Cloud Parameters Determination Based on MSU-MR (METEOR-M №2) AND AVHRR (NOAA-18, METOP-B) Data 273-276
  Volkova E.V., Kostornaya А.А., Golomolzin V.V., Kuzminykh S.А., Amikishiyeva R.А.
- Peculiarities of Changes of Temperature and Ozone in the Atmosphere During Seismic Events in the Middle East 277-283
  Valentin B. Kashkin, Tatyana V. Rubleva, Roman V. Odintsov
- Small Objects Detection in Two-Color Images with Spatially Non-Stationary Background 284-287
  Valery P. Kosykh, Gennady I. Gromilin, Nikolay S. Yakovenko
- Methods and Algorithms for Remote Sensing of Particulate Pollution from Space at Regional Level 288-292
  Konstantin V. Krasnoshchekov, Oleg E. Yakubailik
- Astroclimatic Conditions of the Altai Republic According to Satellite Observations 293-296
  Egor Yu. Mordvin, Anatoly A. Lagutin, Nikolay V. Volkov, Artemy I. Revyakin, Mikhail A. Klyepov
- Observation of Ice Rings on Lake Baikal by Using Sentinel 1 and Sentinel 2 Images in Spring 2018-2019 297-301
  Natalia V. Rodionova
- Determination of Thawed/Frozen State of the Soils of Yakutia by Sentinel 1 Radar Data 302-308
  Natalia V. Rodionova
- Software and Technological Support of Geoinformation Web System for the Operative Processing and Visualization of Satellite Data 309-315
  Alexey A. Kadochnikov

### Modelling and Monitoring of Ecological Processes and Systems

- Criteria of urban air quality for carcinogenic substances 316-320
  Ekaterina N. Bel'skaya, Ulyana S. Ivanova, Olga V. Taseiko
- Processing of in-situ Measurements of Surface Velocity and Temperature in Lake Shira 321-326
  Olga S. Volodko, Lidiya A. Kompaniets, Alexander P. Tolomeev, Anton V. Drobotov, Ludmila V. Gavrilova
- The Study of the Temperature Regime of the Novosibirsk Agglomeration According to the Satellite Sensing Data 327-333
  Polina V. Voronina, Dmitrii L. Chubarov, Nikolai N. Dobretcov
- Biogeochemical Properties of the Accumulation of Zn, Cu, Pb, and Cd on Plants in the Mires after a Fire Event 334-337
  Lyudmila P. Gashkova
- The Informativeness of NDVI in Studying the Patterns of Spatial Variation of Magnesium Content in Soils and Plants 338-343
  Natalia V. Gopp, Taisiya V. Nechaeva, Oleg A. Savenkov, Natalia V. Smirnova, V.P. Tarkhova, А.V. Smirnov
- Urban canopy surface description by using geospatial data for air quality modeling and estimation tasks 344-348
  Alexander V. Gochakov, Alexey V. Penenko, Pavel N. Antokhin, Alexey B. Kolker
- Assessment of the Impact of Meteorological Parameters of the Territory on the Distribution of the Siberian Silk Moth 349-353
  Alexander V. Dergunov, Oleg E. Yakubailik
- The Differentiated Approach to Assessment Individual risk of Emergency 354-358
  Ulyana S. Ivanova, Daria A. Chernykh, Olga V. Taseiko, Tatiana N. Nikulina
- Analysis of data on precursors of strong earthquakes 359-365
  Viktor G. Sibgatulin, Sergey A. Peretokin, Aleksey A. Kabanov, Konstantin V. Simonov
- Time-Space Earth Surface Gradients for Satellite Monitoring of Ecosystems 366-370
  Alexei V. Kartushinsky, Nikita A. Ogorodov, Alexander A. Larko
- Forecasting the Distribution of Diseases in Tropical Zones Using Machine Learning Methods 371-376
  Alexey A. Kolesnikov, Pavel M. Kikin
- Constructing an Analytical Model for a Specialized Model-driven System of Scientific Data Consolidation 377-383
  Anna V. Korobko, Alexey A. Korobko
- The Place of Geoinformatics in the Digital Economy of Russia 384-388
  Alexander V. Koshkarev
- Use of Satellite Information in the Study of Processes of Pollution Transport in the Boundary Layer of the Atmosphere 389-394
  Anatoliy A. Lezhenin, Vladimir F. Raputa, Tatiana V. Yaroslavtseva
- Methods of Automated Processing of Multispectral and Hyperspectral Data of Earth Remote Sensing for Solving Applied Problems of Natural and Anthropogenic Objects Assessment 395-400
  Andrey V. Markov, Olga V. Grigorieva, Maxim O. Ivanets, Denis V. Zhukov
- Search of Changes in the Temperature of Urban Environment with Use of Satellite Data on the Example of the Krasnoyarsk 401-405
  Anna A. Gosteva, Aleksandra K. Matuzko, Oleg E. Yakubailik
- Integral Analytical Estimation of the Natural and Anthropogenic Territory Safety of Krasnoyarsk Region 406-412
  Anna M. Metus, Tatiana G. Penkova
- Probabilistic seismic hazard analysis of the sites of critical objects 413-417
  Vasiliy A. Mironov, Sergey A. Peretokin, Konstantin V. Simonov
- Methane in the Atmosphere of Western Siberia: Results of Satellite Observations and Simulations 418-422
  Egor Yu. Mordvin, Anatoly A. Lagutin, Nikolay V. Volkov, Konstantin M. Makushev, Anastasia S. Prilipkova
- Sensitivity of Outgoing Longwave Radiation to Variations of Underlying Surface Emissivity Coefficient 423-426
  Egor Yu. Mordvin, Anatoly A. Lagutin, Rimma V. Kravchenko
- Method of Using Hazard Criteria for Identifying Hazardous Situations 427-433
  Valery V. Nicheporchuk
- Information Technology of Satellite Data Processing for Global Ocean Surface Gradient Characteristics Calculation 434-439
  Nikita A. Ogorodov, Alexei V. Kartushinsky
- Web Service for the Seismic Event Classification Based on Apache Spark System 440-450
  Semyon E. Popov, Roman Yu. Zamaraev
- Estimation of Snow Water Equivalent Using AMSR-2 Data 451-455
  Victor Yu. Romasko, Dmitriy A. Burakov, Ivan N. Gordeev
- Segmentation of Olive Trees Using Mask R-CNN Architecture 456-460
  Anastasia N. Safonova, Siham Tabik, Yury A. Maglinets
- GIS mapping of forest paludified landscape in the Great Vasuygan Mire marginal area (Western Siberia) 461-465
  Anna A. Sinyutkina
- GPS, GLONASS and Galileo Signals in Monitoring the Condition of the Trees 466-470
  Anatoliy V. Sorokin, Valery A. Ivanov, Evgeny I. Ponomarev, Daniil S. Makarov, Dmitriy V. Kharlamov, Dmitriy V. Golubev
- Influence of Anthropogenic Factors on the Quality of River Water in Regions with Intensive Mining of Coal 471-474
  Evgeniy L. Schastlivtsev, Anatoly A. Bykov, Natalia I. Yukina
- Tracking Wild Animal Migrations Using Images Captured by Camera Traps Based on Deep Learning Networks 475-479
  Margarita N. Favorskaya, Andrei I. Pakhirka, Alexander G. Zotin
- The influence of Environmental Factors on Population Mortality of Krasnoyarsk City 480-484
  Daria A. Chernykh, Olga V. Taseiko, Ulyana S. Ivanova
- Use of Unmanned Aerial Vehicles for Sensing Microrelief During Agrocenoses Monitoring 485-490
  Anatoly P. Shevyrnogov, Nikita O. Malchikov, Irina Y. Botvich, Dmitriy V. Yemelianov, Alexander A. Larko
- Spatial Analysis of Air Pollution in Krasnoyarsk 491-496
  Oleg E. Yakubailik, Valery V. Zavoruev, Maxim I. Malimonov, Alexander A. Pushkarev
- Detection of Diseases on Wheat Crops by Hyperspectral Data 497-500
  Olga A. Dubrovskaya, Tamara A. Gurova, Igor A. Pestunov
- Genetic Markers Combination Calculation in Wood Samples Identification 501-506
  Alexey S.Pyataev, Alexey A. Ibe, Elena A. Shilkina

2019-12-27: submitted by Igor A. Pestunov, metadata incl. bibliographic data published under Creative Commons CC0
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