Estimating Leaf Water Content through Low-Cost LiDAR

نویسندگان

چکیده

In recent years, rapid development has been achieved in technologies and sensors related to autonomous driving assistive technologies. this study, low-cost light detection ranging (LiDAR) was used estimate leaf water content (LWC) by measuring LiDAR reflectance instead of morphological measurement (e.g., plant size), which is the conventional method. Experimental results suggest that reflection intensity can be corrected using body temperature LiDAR, when observed LiDAR. Comparisons observation data changes attributed drying increases with 905 nm band a hyperspectral camera. The LWC estimated an R2 0.950, RMSE 6.78%, MAPE 18.6% reflectance. Although wavelength not main absorption band, closely structure; therefore, it believed structural accompanying drying, allows for indirect estimation LWC. This help utilize single-wavelength which, best our knowledge observations estimating

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ژورنال

عنوان ژورنال: Agronomy

سال: 2022

ISSN: ['2156-3276', '0065-4663']

DOI: https://doi.org/10.3390/agronomy12051183