Intelligent thermal image-based sensor for affordable measurement of crop canopy temperature

نویسندگان

چکیده

• Crop Water Stress Index is used in deficit irrigation precision agriculture. canopy temperature measurement necessary, and thermography employed. Image segmentation needed to consider the indicator only region of interest. Development an intelligent automatic sensor based a low-cost thermal camera. Results on almond trees comparing our system with commercial necessary for monitoring water stress indicators such as (CWSI). are very useful strategies management agriculture context. For this purpose, one techniques thermography, which allows remote measurement. However, applicability these depends being affordable, allowing continuous over multiple field In article, development capable automatically measuring crop by means camera implementation artificial intelligence-based image models presented. addition, we provide results camera, R-squared 0.75 obtained.

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ژورنال

عنوان ژورنال: Computers and Electronics in Agriculture

سال: 2021

ISSN: ['1872-7107', '0168-1699']

DOI: https://doi.org/10.1016/j.compag.2021.106319