| Vol-3006 urn:nbn:de:0074-3006-7 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 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-2021
Spatial Data Processing for Monitoring of Natural and Anthropogenic Processes 2021

### Proceedings of the All-Russian Conference With International Participation "Spatial Data Processing for Monitoring of Natural and Anthropogenic Processes" (SDM-2021)

### Novosibirsk, Russia, August 24-27, 2021.

Edited by

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

* Federal Research Center for Information and Computational Technologies, Novosibirsk, Russia
** Siberian Federal Research Center for Agrobiotechnologies of the Russian Academy of Sciences, 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
  Summary: There were 96 papers submitted for peer-review to this workshop. Out of these, 69 papers were accepted for this volume, 16 as regular papers and 53 as short papers.

### Integrated Geoinformational Technologies and Systems for Monitoring Applications

- Problems and tasks of using digital technologies in agriculture 1-7
  Viktor V. Alt, Maxim S. Chekusov, Elena A. Balushkina, Svetlana P. Isakova
- Substantiation of the algorithm of information technology for energy monitoring of tractor engines 8-14
  Viktor V. Alt, Oleg F. Savchenko, Oleg V. Elkin, Ivan P. Dobrolyubov
- Neural network texture segmentation of satellite images of woodlands using the U-net model 15-23
  Anna E. Alyokhina, Dmitry S. Rusin, Egor V. Dmitriev, Anastasia N. Safonova
- Processing of data streams in the detection of retroreflective objects 24-31
  Sergey M. Borzov, Oleg I. Potaturkin
- Visualization of the movements of natural objects based on remote sensing data 32-38
  Aleksey A. Buchnev, Aleksandr V. Getling, Vladimir A. Krovotyntsev, Valery P. Pyatkin
- Backscatter analysis of C-band radar signals using Sentinel-1 multitemporal data (test site near lake Baikal) 39-46
  Pavel N. Dagurov, Aleksey V. Dmitriev, Tumen N. Chimitdorzhiev, Arcady K. Baltukhaev, Irina I. Kirbizhekova
- Optical and microwave observation of forest restoration after abnormal fires 47-55
  Aleksey V. Dmitriev, Tumen N. Chimitdorzhiev, Pavel N. Dagurov, Irina I. Kirbizhekova
- Statistical texture analysis of forest areas from very high spatial resolution satellite images 56-66
  Egor V. Dmitriev, Timofei V. Kondranin, Petr G. Melnik, Sergey A. Donskoy
- A multi-platform ecosystem for computing in Earth sciences 67-73
  Vitaliy S. Eremenko, Vera V. Naumova
- Texture classification in aerial photographs using multiscale and multilayer complex networks 74-83
  Margarita N. Favorskaya, Angelina N. Zhukovskaya
- Development and use of feature models of anthropogenic objects in thematic processing of space imagery 84-88
  Olga V. Grigoreva, Denis V. Zhukov, Evgeny V. Kharzhevsky, Andrey V. Markov
- Detection of spring wheat plants affected by powdery mildew using hyperspectral survey data 89-94
  Tamara A. Gurova, Ol'ga A. Dubrovskaja, Oleg V. Elkin, Lev V. Maximov, Igor A. Pestunov, Viktor G. Altukhov
- Construction of nearshore elevation model using open satellite data 95-107
  Alexei E. Hmelnov, Andrey S. Gachenko
- Research database of burnt areas over Russia based on high resolution remote sensing data 108-115
  Alexandr V. Kashnitskii, Ivan V. Balashov, Ilya A. Saigin, Fedor V. Stytsenko, Evgeniy A. Loupian
- Reforestication analysis using temporal NDVI and ALOS-2 PALSAR-2 polarimetric data 116-126
  Irina I. Kirbizhekova, Tumen N. Chimitdorzhiev, Arkady K. Baltukhaev, Aleksey V. Dmitriev, Pavel N. Dagurov
- Approaches to monitoring natural and anthropogenic objects in an analysis of the environment around large industrial facilities 127-134
  Anna M. Konstantinova, Evgeny A. Loupian, Ivan V. Balashov, Alexandr V. Kashnitskii
- Content standards for geospatial metadata and their use 135-141
  Alexander V. Koshkarev
- Joint processing of images in two spectral channels for small objects detecting 142-151
  Valeriy P. Kosykh, Gennadiy I. Gromilin, Nikolay S. Yakovenko
- Selection of features system and network parameters for hyperspectral images classification using convolutional neural networks 152-160
  Victor I. Kozik, Evgeniy S. Nezhevenko
- Nonlinear approximation of wildfire front temperature on MODIS data for sub-pixel analysis of burning 161-171
  Kirill Yu. Litvintsev, Evgenii I. Ponomarev, Evgenii G. Shvetsov
- Cloud-based software tools for the rapid development of web GIS 172-179
  Maxim I. Malimonov, Oleg E. Yakubailik
- The role of agrarian science in transforming methods of using the Earth remote sensing data into publicly available technology 180-193
  Viktor I. Medennikov, Yuri A. Flerov
- Creepex as a parameter of seismo-geodynamic studies based on geo-information systems 194-202
  Anna V. Mikheeva, Igor I. Kalinnikov
- Using mixed reality technologies to explore the exhibits of the Kuzbass Botanical Garden 203-211
  Yuri I. Molorodov, Evgeny D. Chernyavtsev
- Development of a technology for collecting and analyzing data for monitoring based on an ontological approach 212-221
  Yuri I. Molorodov, Oleg V. Kasatkin
- Comprehensive analysis of the efficiency of the system of dynamic block access to data of ultra-large distributed remote sensing archives 222-230
  Andrey A. Proshin, Evgeniy A. Loupian
- A web application for visualization, analysis, and processing of agricultural monitoring spatial-temporal data 231-237
  Alexander A. Pushkarev, Oleg E. Yakubailik
- Improving the spatial resolution of digital images and video sequences using subpixel scanning 238-245
  Aleksandr L. Reznik, Aleksandr A. Soloviev, Andrey V. Torgov
- On the statistics of anomalous clumps in random point images 246-251
  Aleksandr L. Reznik, Aleksandr A. Soloviev, Andrey V. Torgov
- Physically realizable algorithms for the localization of random pulse-point sources 252-259
  Aleksandr L. Reznik, Aleksandr A. Soloviev, Andrey V. Torgov
- Investigation of principles of simulation of space-time processing of wideband signals 260-271
  Vasiliy N. Vasyukov, Daria N. Zima, Igor F. Lozovskiy, Yury V. Morozov, Aleksey A. Murasev, Ivan A. Pichkov, Mikhail A. Rajfeld, Daria O. Sokolova, Aleksandr A. Spektor
- Development of the computing node for processing satellite imagery and spatial data for earth sciences 272-279
  Aleksey A. Zagumennov, Vera V. Naumova

### Operative Regional Satellite Monitoring of the Environment

- Development of a geographic information system for data collection and analysis based on microservice architecture 280-287
  Alexander A. Dontsov, Igor A. Sutorikhin
- The ensemble algorithm for estimation of model parameters in the problem of assessing greenhouse gases fluxes 288-295
  Ekaterina G. Klimova
- Strong motion record processing of the Baikal rift zone 296-302
  Vasiliy A. Mironov, Sergey A. Peretokin, Konstantin V. Simonov
- Technology of AIRS/AMSU/ATMS satellite data processing 303-313
  Egor Yu. Mordvin, Anatoly A. Lagutin, Artemy I. Revyakin
- Total methane content in the atmosphere of Western Siberia in 2000-2020 according to the data of chemical transport model MOZART-4 314-322
  Egor Yu. Mordvin, Anatoly A. Lagutin, Nikolay V. Volkov
- Determining the likely localization of methane sources using forecast time series and satellite data 323-329
  Marina V. Platonova, Ekaterina G. Klimova
- Central Yamal vegetation monitoring based on Sentinel-2 and Sentinel-1 imagery 330-342
  Tatiana G. Plutalova, Kanayim Teshebaeva, Dmitry N. Balykin, Alexander V. Puzanov, Jacobus van Huissteden, Mikhail I. Koveshnikov, Olga V. Lovtskaya, Nelly M. Kovalevskaya
- Video based human smoking event detection method 343-352
  Anna V. Pyataeva, Maria S. Eliseeva
- Satellite monitoring of the environment in the area of the Iskitim coal mines in 2013-2020 353-365
  Natalia V. Rodionova
- Complex automated monitoring of the hydrological and hydrobiological state of basinal freshwater lake Krasilovskoye (Altai Region) 366-374
  Igor' A. Sutorikhin, Svetlana Yu. Samoilova
- Verification of the chemical subsystem of the regional climate model RegCM-CHEM4 375-383
  Nikolay V. Volkov, Anatoly A. Lagutin, Egor Yu. Mordvin
- Monitoring and assessment of the state of the atmosphere over the Yenisei riverbed using drone 384-391
  Oleg E. Yakubailik, Alexey V. Tokarev, Alexey A. Kadochnikov, Valery V. Zavoruev, Konstantin V. Krasnoshchekov, Alexander V. Dergunov

### Modelling and Monitoring of Ecological and Technogenic Processes and Systems

- Ground and satellite monitoring of atmospheric pollution processes in urban areas 392-398
  Ruslana A. Amikishieva, Vladimir F. Raputa, Anatoly A. Lezhenin
- Air pollution assessment in urban environment of Krasnoyarsk city 399-405
  Ekaterina N. Bel'skaia, Olga V. Taseiko, Alexey V. Kotov
- An integrated information environment to support geophysical research of the Baikal Rift Zone 406-413
  Ludmila P. Braginskaya, Andrey P. Grigoruk, Valery V. Kovalevsky
- A tool for analysis of the influence of the Earth surface soil layer temperature on the inhomogeneity of grain crops development by the Earth remote sensing data 414-420
  Ruslan V. Brezhnev, Yuriy A. Maglinets, Ksenia V. Raevich, Vardui G. Margaryan
- The relative risk of mortality to the population on the Krasnoyarsk in the period when the air quality standards are exceeded 421-428
  Daria A. Chernykh, Ekaterina N. Bel'skaia, Olga V. Taseiko
- Analysis of the influence of temperature inversions on the ecological situation in Krasnoyarsk 429-436
  Alexander V. Dergunov, Oleg E. Yakubailik
- Study of the diversity and mapping of xerophytic vegetation of the southeastern coast of Crimea peninsula using remote sensing data 437-445
  Nikolai B. Ermakov, Igor A. Pestunov, Vladislav V. Korzhenevskiy, Elena V. Ermakova, Sergey A. Rylov, Natalia A. Trusheva
- Investigation of the ecological component of the urban environment quality based on the available spatial data 446-453
  Anna A. Gosteva, Sofja P. Ilyina, Aleksandra K. Matuzko
- Evaluation of valuable agronomic traits of spring triticale in a long-term breeding trial 454-462
  Irina G. Grebennikova, Anna F. Cheshkova
- Long-term forecast of heavy metals content in wheat grain under changing climate conditions 463-470
  Yuri B. Kirsta, Alexander V. Puzanov, Tamara A. Rozhdestvenskaya, Maria P. Peleneva
- Avalanche danger forecast in little study territories using GIS 471-475
  Natalia V. Kondratyeva, Islam Z. Shidugov
- Monitoring of NO2 emission at Russian cities scale using TROPOMI (Sentinel-5P) data 476-483
  Anna M. Konstantinova, Alexei A. Bril
- Assessment of the environmental situation in Krasnoyarsk using remote sensing data 484-492
  Konstantin V. Krasnoshchekov, Oleg E. Yakubailik
- Analysis of urban air pollution based on network observation 493-498
  Anatoly A. Lezhenin, Vladimir F. Raputa
- Methods for calculating the average particulate matter concentrations in the Krasnoyarsk city ground layer 499-506
  Maxim I. Malimonov, Alexander A. Pushkarev, Oxana V. Sokolova
- Analysis and object-oriented generalization of meteorological data in solving the bioclimatic mapping problem 507-518
  Vladimir V. Mikhailov
- Calculation of vertical displacement of the earth surface in the "Vostochny" open pit using radar data 519-525
  Leonid S. Mikov, Semyon E. Popov, Vadim P. Potapov
- Cluster analysis and individual anthropogenic risk 526-532
  Vladimir V. Moskvichev, Ulyana S. Postnikova, Olga V. Taseiko
- Design, implementation and application of an intelligent system for territorial risks assessment 533-540
  Ulyana S. Postnikova, Valeriy V. Nicheporchuk, Olga V. Taseiko
- Methods for estimate the dynamic and thermal characteristics of smoke plumes 541-549
  Vladimir F. Raputa, Anatoly A. Lezhenin
- Using remote sensing data in population density estimation 550-556
  Evgeniy G. Shvetsov, Nadezhda M. Tchebakova, Elena I. Parfenova
- Modeling of the spatial distribution of the components for the ecosystem of the Novosibirsk reservoir 557-566
  Aleksandr A. Tskhai, Vladislav Yu. Ageikov, Aleksandr N. Semchukov
- Spatial-temporal analysis of temperature in Lake Shira based on long-term observations 567-574
  Olga S. Volodko, Lidiya A. Kompaniets, Lyudmila V. Gavrilova
- Cartographic modeling of the temperature fields of the land fund of the Novosibirsk region using satellite data of the MODIS/Terra spectroradiometer 575-584
  Polina V. Voronina, Elena A. Mamash, Igor A. Pestunov, Svetlana Ya. Kudryashova, Aleksandr S. Chumbaev
- Satellite monitoring of the state and dynamics of disturbed natural and technogenic landscapes in Siberia 585-593
  Nikita D. Yakimov, Evgenii I. Ponomarev, Tatiana V. Ponomareva

2021-10-25: submitted by Igor Pestunov, metadata incl. bibliographic data published under Creative Commons CC0
2021-11-12: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|