Using data mining techniques to identify the impact of water availability in the agricultural sector

Описание

Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: IX International Scientific Conference on Agricultural Science 2024 "Current State, Problems and Prospects for the Development of Agricultural Science" (AGRICULTURAL SCIENCE 2024) ; Simferopol, Crimea; Simferopol, Crimea

Год издания: 2024

Идентификатор DOI: 10.1051/bioconf/202414103008

Аннотация: <jats:p>This paper comprehensively analyzes the impact of water availability on the agricultural sector, focusing on several key aspects. The study evaluated soil composition and its relationship to crop yields and productivity, as well as the efficiency of different irrigation methods. Special attention was paid to seasonal changeПоказать полностьюs in crop production and their dependence on water resources. The analysis also covered economic indicators, including crop prices and water costs. The used methods of data mining allowed to study in depth the impact of water availability on the agricultural sphere. Correlation analysis revealed that water availability has a significant impact on crop yields and productivity, but this impact is not decisive. In some cases, other factors such as soil composition and agronomic management practices applied played a more important role. Factor analysis identified key factors affecting crop yield, including not only water availability but also soil type, climatic conditions and agronomic practices. It was found that although water availability has an impact on production, it is by no means always the main determinant. The clustering of data showed that there are groups of factors and conditions that together have a complex influence on the results of agricultural production. This confirms that optimization of agricultural activity requires consideration of many variables, not only water resources availability</jats:p>

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Издание

Журнал: BIO Web of Conferences

Выпуск журнала: 141

Номера страниц: 03008

Место издания: Les Ulis

Персоны

  • Tynchenko Vadim
  • Krasovskaya Lyudmila
  • Kozlova Anastasia
  • Ermolaeva Olga
  • Pchelintseva Svetlana

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