کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6539696 1421102 2018 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Mechatronic terrestrial LiDAR for canopy porosity and crown surface estimation
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
Mechatronic terrestrial LiDAR for canopy porosity and crown surface estimation
چکیده انگلیسی
The geometric characterization of tree crops is a necessary task to obtain simple though valuable variables such as height and width of tree tops and more complex variables such as porosity and tree top surface, in which this paper focuses. To obtain these variables, a ground-based mechatronic LiDAR system and a multi-size voxels algorithm have been developed. We test the LIDAR system and our algorithms for two cases: a single tree case and a multi-tree case. In the latter, we apply our algorithms in a tree row from an avocado grove in Chile, showing that our system is portable, accurate and can offer the farmer a useful tool for crop monitoring. In addition, we compare our approach with others previously published, showing that our system is more efficient when estimating porosity and crown surface, and offers more capabilities for the decision making process in agricultural activities.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers and Electronics in Agriculture - Volume 146, March 2018, Pages 104-113
نویسندگان
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