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|