Abstract:

Precision agriculture (PA) is a farming technique that utilizes information technology to determine the specific needs of crops and soil for optimal health and productivity. With the recent advancement in high resolution satellite imagery, remote sensing has been implemented in various PA applications, such as monitoring crop yields, mapping soil, monitoring crop health, managing diseases and pests, assessing water stress, and controlling fertility rates. This paper investigates the advantages of employing various crop identification and analysis strategies. The identified strategy involves pre-processing captured data using a variety of methods and collecting crop data from a wide variety of satellite platforms. Various crop identification strategies have been identified and analysed using various techniques.

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