Algorithms and Software for UAV Flight Planning for Monitoring the Stress Conditions of Plantations

Komarchuk, Dmytro; Pasichnyk, Natalia; Lysenko, Vitaliy; Opryshko, Oleksiy; Шворов, С.; Reshetiuk, Volodymyr; Udovenko, Oleg; Knizhka, T.; Kharinova, Maryna

doi:10.1109/msnmc50359.2020.9255605

Cited by 6 publications

(2 citation statements)

References 14 publications

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“…For these areas, the appropriateness of choosing the Gaussian distribution is confirmed by the estimated value of the coefficient of determination greater than 0.98. Given the presence of vegetation, the established nature of the dependence coincides with the results obtained for spectral monitoring in the works of D. Komarchuk (2020) in [46], Xihan Mu (2017) in [50] and Lucie Kupková (2023) in [51]. The explanation of this phenomenon lies in the well-balanced architecture of the districts with a significant number of garden and park zones, in particular, and vegetation in general.…”

Section: Discussionsupporting

confidence: 82%

“…Since the surface temperature can vary significantly within the area, which consists of several hundred points, the distribution map encoded in the form of a color palette was processed in the MathCad mathematical package according to the method described by D. Komarchuk (2020) in [46] and N.A. in [47].…”

Section: Statistical Processing Of Results For Experimental Plotsmentioning

confidence: 99%

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European Green Deal: Satellite Monitoring in the Implementation of the Concept of Agricultural Development in an Urbanized Environment

Opryshko,

Pasichnyk,

Kiktev

et al. 2024

Sustainability

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To improve energy and environmental security in urban environments and in accordance with the requirements of the EU, the task of sustainable developing agriculture in urban agglomerations and monitoring it using satellite images becomes relevant. The aim of the work is the development of methods and means for determining stable islands of thermal energy to substantiate the optimal locations for plant growing practices in the metropolis. The research was conducted in Kyiv, the largest metropolis of Ukraine. Data from the Landsat 8 and 9 satellites were used because of the free data and they have better spatial resolution and an available archive of observation results. It was established that the temperature map of the city of Kyiv shows differences in temperature between different parts of the city, probably due to the presence of different sources of heat radiation. It is obvious that the standard deviation of the temperature in the plots depends on many factors, in particular, the season and the type of land use. It is necessary to find alternative solutions for the development of crop production in this area, taking into account the characteristics of thermal emissions. Based on software products from free satellite monitoring providers, EO Browser, a specialized software solution (web application) has been created for monitoring agricultural plantations in an urban environment. A collection of LANDSAT 8 satellite images was used. Areas with stable heat emissions were found, which are due to the operation of a modern shopping and entertainment center, and non-traditional crops for landscaping adapted to its design are proposed. As a result of research, strong heat emissions were recorded for some objects, for them the temperature exceeds the surrounding area by 4 °C, while the minimum standard deviation in January is 0.5 °C, the maximum in July is 2.8 °C, in April and October—1.7 °C and 1.2 °C, respectively.

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Section: Discussionsupporting

confidence: 82%

Section: Statistical Processing Of Results For Experimental Plotsmentioning

confidence: 99%