卫星与无人机精准农业监测分类技术关键分析

2018 IEEE 13th International Conference on Industrial and Information Systems (ICIIS) Pub Date : 2018-12-01 DOI:10.1109/ICIINFS.2018.8721422

Ankush Agarwal, A. Singh, Sandeep Kumar, Dharmendra Singh

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引用次数: 12

摘要

卫星图像在计量、变化探测、灾害迁移、农业发展等方面有着广泛的应用。随着农业生产习惯的变化，在估算产量时需要对植被面积和非植被面积进行估算。因此，对精确农业监测特别是利用卫星数据和有效应用图像处理工具进行面积估计的方法进行了严格评估。为此，使用了sentinel-2和无人机数据。

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Critical analysis of classification techniques for precision agriculture monitoring using satellite and drone

Satellite imagery is used in various application such as metrological, change detection, disaster migration, agriculture development etc. With the changing habits of the agriculture practice, there is a need to estimate the vegetated area with the non-vegetated area for the yield estimation. Therefore an approach has been critically evaluated for precision agriculture monitoring especially for area estimation using satellite data with the efficient application of image processing tools. For this purpose sentinel-2 and drone data is used.

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来源期刊

2018 IEEE 13th International Conference on Industrial and Information Systems (ICIIS)

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