Estimation the state of different agricultural cultures with use fractal analysis

Ruslan Pashchenko, Maksym Mariushko
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Abstract

Absence general approaches to estimation the state of agricultural cultures from Earth remote sensing (ERS) data shows that the task of estimation changes their state is not decided to the end. The subject of the study in the article is estimation of the state of different type agricultural cultures with use fractal analysis. The object of the study is the spaces pictures satellite Sentinel-2 of different type agricultural cultures. The goal is consideration possibility the use fractal analysis of spaces pictures of different type agricultural cultures for determination changes their state. The following results were obtained. Conducted estimations the state of different agricultural cultures (corn, sunflower, wheat, barley and buckwheat) during all period vegetation with the use fractal analysis their spaces pictures. Construction the field of fractals dimensions is basis fractal analysis of spaces pictures. It is showed that the normal state agricultural cultures is characterized by the increase middle and minimum fractals dimensions (FD) on the initial phases vegetation, by achievement the most values FD on the middle phases vegetation and again by diminishing FD on the late phases vegetation. It is certain that the size middle FD it is possible to distribute the fields by buckwheat and corn and the fields by sunflower, wheat and, barley. Between itself the fields by buckwheat and corn it is possible to divide on duration the most values FD, and the fields by sunflower, wheat and barley between itself to divide the size middle FD and duration their most values practically not possibly. Conclusions. The conducted researches showed that the fractal analysis of spaces pictures allowed to conduct monitoring the state of different type agricultural cultures.
用分形分析估计不同农业文化的状态
由于缺乏从地球遥感数据中估计农业文化状态的一般方法,这表明估计任务并没有最终决定农业文化状态的变化。本文的研究主题是利用分形分析对不同类型农业文化的状态进行估计。以不同类型农业文化的空间影像卫星哨兵2号为研究对象。目的是考虑利用分形分析对不同类型农业文化空间图进行判别改变其状态的可能性。得到了以下结果:利用分形空间图对不同农业文化(玉米、向日葵、小麦、大麦和荞麦)各时期植被状态进行了估算。分形维数的构造是空间图像分形分析的基础。结果表明:正常状态农业栽培在初始阶段植被中、最小分形维数(FD)增加,在中期植被中分形维数达到最大值,在后期植被中分形维数减小。可以肯定的是,在中等规模的FD中,荞麦、玉米田和向日葵、小麦、大麦田的分布是可能的。荞麦和玉米田之间可以根据持续时间划分最大的FD值,而向日葵、小麦和大麦田之间可以划分大小、中间FD值和持续时间,实际上不可能。结论。研究表明,空间图像的分形分析可以对不同类型农业文化的状态进行监测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
0.50
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0.00%
发文量
47
审稿时长
5 weeks
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