Analysis of information technology of satellite monitoring of the development of agricultural crops using fuzzy logic

Climate change is increasingly affecting agricultural production in European countries, and modern satellite data methods offer practical solutions for monitoring the development of crops and subsequently predicting their yields. Crop production, which is largely dependent on natural re-sources and weather conditions, constantly faces such dangerous phenomena as sharp changes in air temperature and moisture regime during the growing season, which directly affect crop produc-tivity. The article investigates the impact of hydrothermal conditions on the development of agri-cultural plants using satellite monitoring. Data from Landsat-8, Sentinel-1, and Sentinel-2 satellites allow us to identify the peculiarities of plant development in crops and threats to crop productivity. Studies have confirmed that the use of fuzzy logic helps in planning and optimizing crop production in the face of climate change.

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Publication Details

Journal
System technologies
Published
2024-10-03
DOI
https://doi.org/10.34185/1562-9945-5-154-2024-08
Primary Topic
Agriculture Market Analysis Ukraine
Type
article
Field-Weighted Citation Impact
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article

Analysis of information technology of satellite monitoring of the development of agricultural crops using fuzzy logic

Kavats Olena, Kavats Yurii, Hyrka Anatolii, Kibukevych Julia
System technologies
Agriculture Market Analysis Ukraine
article

Analysis of information technology of satellite monitoring of the development of agricultural crops using fuzzy logic

Kavats Olena, Kavats Yurii, Hyrka Anatolii, Kibukevych Julia
article en

Abstract

Climate change is increasingly affecting agricultural production in European countries, and modern satellite data methods offer practical solutions for monitoring the development of crops and subsequently predicting their yields. Crop production, which is largely dependent on natural re-sources and weather conditions, constantly faces such dangerous phenomena as sharp changes in air temperature and moisture regime during the growing season, which directly affect crop produc-tivity. The article investigates the impact of hydrothermal conditions on the development of agri-cultural plants using satellite monitoring. Data from Landsat-8, Sentinel-1, and Sentinel-2 satellites allow us to identify the peculiarities of plant development in crops and threats to crop productivity. Studies have confirmed that the use of fuzzy logic helps in planning and optimizing crop production in the face of climate change.

System technologiesVol. 5(154)
Openalex Percentile: Top 70%
Agriculture Market Analysis Ukraine
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