Unmasking the soil cover's disruption by use of a dynamic model of measurement aerospace parameters of ground vegetation

Authors

DOI:

https://doi.org/10.20535/RADAP.2016.64.101-109

Keywords:

remote sensing, unmasking soil cover's disruption, colorimetry, dynamical systems

Abstract

The "Introduction" describes topicality and importance of revealing the soil cover's disruption for a wide range of fields. It was shown that spectral brightness and colorimetric parameters of ground vegetation can be used for this task. However, a traditional scheme of data processing for remote sensing requires a long-term observations and can not always be applied, if quick decision-making is necessary or there is lack of information. Such cases require the use of special methods, one of which is a dynamic model developed with authors' participation based on the following basic relationships: (+,-) (-, -) (+, 0), (-, 0) (0,0).
The section "Brief description of a dynamic model" describes the basic principles of dynamic systems used to solve the problem. Using above-mentioned relationships, the dynamics of a system consisting of several components is constructed and its main properties are listed. The main feature of this model is that the identification of structure and parameters of the dynamic system does not required sequential order of observations (as for models based on time series). This feature of the model enables for identifying the system's parameters of dynamics of the natural system to use information from a single picture taken from the spacecraft rather than long-term observations.
The section "Materials and Methods" describes specific colorimetric parameters used to analyze the vegetation cover.
The section "Obtained results" contains an example of the model's application to a satellite image for detecting the differences in two sites of a field with vegetation. One site is a recultivated area near the liquidated gas-oil well, another site is non-recultivated area at a considerable distance from the well (500-1000 m). The simulation results are described by eight signed graphs (4 graphs for each sites), whose structure allows to identify the system differences between the two cases.
The section "Conclusions" summarizes the results of previous sections. The prospects of the use of proposed methodology for soil cover's disruption are shown. Advantages of this methodology over other approaches are highlighted.

Author Biographies

E. V. Vysotskaya, Kharkiv National University of Radio Electronics, Kharkiv

Vysotskaya E. V., DSc, Assistant Professor

G. N. Zholtkevych, V. N. Karazin Kharkiv National University, Kharkiv

Zholtkevych G. N., DSc, Professor

T. A. Klochko, National Aerospace University "Kharkiv Aviation Institute", Kharkiv

Klochko T. A.

Yu. G. Bespalov, V. N. Karazin Kharkiv National University, Kharkiv

Bespalov Yu. G., MS

K. V. Nosov, V. N. Karazin Kharkiv National University, Kharkiv

Nosov K. V., PhD

References

Перелік посилань

Crawford J. G. S. Air Photography for Arhaelogistics. L.,1929.

Плотников Д. Е. Разработка методов дистанционной оценки растительного покрова на основе многолетних спутниковых измерений квазипериодических вариаций спектральной яркости: дис…канд.физ.-мат. наук: 01.04.01 / Д. Е. Плотников ; Институт космических исследований РАН. – Москва, 2011. – 203 с.

Журавель М. Ю. Дистанційна оцінка якості рекультивації родючих земель бурових майданчиків на нафтогазових родовищах / М. Ю. Журавель, Т. О. Клочко, В. В. Яременко // Ученные заиски Таврического национального университета имени В.И. Вернадского. Серия География. – 2011. – Т. 24 (63), №3. – С. 65-73

Высоцкая Е.В. Прогнозирование течения атопического дерматита у детей с использованием дискретного моделирования динамических систем / Е. В. Высоцкая, А. П. Порван, Ю. Г. Беспалов, К. В. Носов, В. А. Клименко, А. А. Трубицин // Восточно-Европейский журнал передовых технологий. – 2014. – Т. 3, № 4 (69). – С.21-25.

Жолткевич Г. Н. Проблема биобезопасности эвтрофицированных источников питьевого водоснабжения: модель факторов устойчивости зоопланктона / Г. Н. Жолткевич, Ю. Г. Беспалов, К. В. Носов, К. Мэр // Концепт. – 2013. –№ 6 (22). – С.41-45.

Григорьев А. Я. Дискретные модели динамических систем, определяющих стабильность гидробиоценозов / А. Я. Григорьев, Г. Н. Жолткевич, К. В. Носов, Ю.Г. Гамуля, Ю.Г. Беспалов, Е. В. Высоцкая, А. И.Печерская // Ветеринарная медицина. –2014. – № 99. – С. 164-167.

Zholtkevych G. N. Discrete Modeling of Dynamics of Zooplankton Community at the Different Stages of an Antropogeneous Eutrophication / G. N. Zholtkevych, Y. G. Bespalov, K. V. Nosov, M. Abhishek // Acta Biotheor, 2013, vol. 61, no. 4, pp. 449-465.

Беспалов Ю. Г. Дискретная модель системы с отрицательными обратными связями / Ю. Г. Беспалов, Л. Н. Дереча, Г. Н. Жолткевич, К. В. Носов // Вісник Харківського Національного Університету Серія «Математичне Моделювання. Інформаційні Технології. Автоматизовані Системи Управління». – 2008. – № 833. – С. 27-38.

References

Crawford J. G. S. (1929) Air Photography for Arhaelogistics

Plotnikov D. E. (2011) Razrabotka metodov distantsionnoi otsenki rastitel'nogo pokrova na osnove mnogoletnikh sputnikovykh izmerenii kvaziperiodicheskikh variatsii spektral'noi yarkosti. Dis. kand. fiz.-mat. nauk [Development of methods for remote assessment of vegetation cover based on many years of satellite measurements of quasi-periodic variations in spectral brightness. Dis. Phys. and Math. Sci]. Institut kosmicheskikh issledovanii RAN, Moskva, 203 p.

Klochko T. O. (2011) Distancijna ocinka jakosti rekul'tyvacii' rodjuchyh zemel' burovyh majdanchykiv na naftogazovyh rodovyshhah. Proceedings of Taurida National V.I. Vernadsky University, Vol. 24(63), No. 3, рр. 65-73.

Vysotskaya E.V., Porvan A. P., Bespalov Yu. G., Nosov K. V., Klimenko V. A. and Trubitsin A. A. (2014) Predicting the course of atopic dermatitis in children using discrete simulation of dynamic systems. Eastern-European Journal of Eenterprise Technologies, Vol.3, No. 4(69), рр. 21-25 (in Russian).

Zholtkevich G.N., Bespalov Yu.G., Nosov K.V. and Mer K. (2013) Biosafety issues of eutropicated sources of drinking-water supply in relation to the risk of mass development of toxic cyanobacteria: model of stability factors of zooplankton. Concept, No. 6(33), рр.41-45 (in Russian).

Grigor'ev A. Ya., Zholtkevich G. N., Nosov K. V., Gamulya Yu. G., Bespalov Yu. G., Vysotskaya E. V. and Pecherskaya A. I. (2014) Diskretnye modeli dinamicheskikh sistem, opredelyayushchikh stabil'nost' gidrobiotsenozov. Veterinary medicine, no. 99, рр.164-167.

Zholtkevych G. N., Bespalov Y. G., Nosov K. V. and Abhishek M. (2013) Discrete Modeling of Dynamics of Zooplankton Community at the Different Stages of an Antropogeneous Eutrophication. Acta Biotheor, Vol. 61, No. 4, pp. 449-465. doi: 10.1007/s10441-013-9184-6

Bespalov Yu. G., Derecha L. N., Zholtkevych G. M. and Nosov K. V. (2008) Discrete model of the system with negative feedbacks. Bulletin of V. Karazin Kharkiv National University, series “Mathematical modeling. Information technology. Automated control systems”, No. 833, pp. 27-38.

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Published

2016-03-30

How to Cite

Высоцкая, Е. В., Жолткевич, Г. Н., Клочко, Т. А., Беспалов, Ю. Г. and Носов, К. В. (2016) “Unmasking the soil cover’s disruption by use of a dynamic model of measurement aerospace parameters of ground vegetation”, Visnyk NTUU KPI Seriia - Radiotekhnika Radioaparatobuduvannia, 0(64), pp. 101-109. doi: 10.20535/RADAP.2016.64.101-109.

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Section

Telecommunication, navigation, radar systems, radiooptics and electroacoustics