Predicting biomass and yield in a tomato phenotyping experiment using UAV imagery and random forest

K Johansen, MJL Morton, Y Malbeteau… - Frontiers in Artificial …, 2020 - frontiersin.org
Biomass and yield are key variables for assessing the production and performance of
agricultural systems. Modeling and predicting the biomass and yield of individual plants at
the farm scale represents a major challenge in precision agriculture, particularly when
salinity and other abiotic stresses may play a role. Here, we evaluate a diversity panel of the
wild tomato species (Solanum pimpinellifolium) through both field and unmanned aerial
vehicle (UAV)-based phenotyping of 600 control and 600 salt-treated plants. The study …

[引用][C] Predicting Biomass and Yield in a Tomato Phenotyping Experiment Using UAV Imagery and Random Forest [Original Research]. Frontiers in Artificial …

K Johansen, MJL Morton, Y Malbeteau, B Aragon… - 2020
以上显示的是最相近的搜索结果。 查看全部搜索结果