Fruit yield prediction and estimation in orchards: A state-of-the-art comprehensive review for both direct and indirect methods
L He, W Fang, G Zhao, Z Wu, L Fu, R Li… - … and Electronics in …, 2022 - Elsevier
Orchard pre-harvest yield data is important for fruit growers, which can be used for economic
benefit evaluation, management mode adjustment and so on. However, traditional manual …
benefit evaluation, management mode adjustment and so on. However, traditional manual …
Orchard management with small unmanned aerial vehicles: A survey of sensing and analysis approaches
Advances in sensor miniaturization are increasing the global popularity of unmanned aerial
vehicle (UAV)-based remote sensing applications in many domains of agriculture. Fruit …
vehicle (UAV)-based remote sensing applications in many domains of agriculture. Fruit …
Analyzing precision agriculture adoption across the globe: A systematic review of scholarship from 1999–2020
Precision agriculture (PA) is a holistic, sustainable, innovative systems approach that assists
farmers in production management. Adopting PA could improve sustainable food security …
farmers in production management. Adopting PA could improve sustainable food security …
Getis–Ord's hot-and cold-spot statistics as a basis for multivariate spatial clustering of orchard tree data
Precision agriculture aims at sustainably optimizing the management of cultivated fields by
addressing the spatial variability found in crops and their environment. Spatial variability can …
addressing the spatial variability found in crops and their environment. Spatial variability can …
Yield prediction in apple orchards based on image processing
It has been suggested that apple (Malus* domestica Borkh) flowering distribution maps can
be used for site-specific management decisions. The objectives of this study were (i) to study …
be used for site-specific management decisions. The objectives of this study were (i) to study …
Yield sensing technologies for perennial and annual horticultural crops: A review
Yield maps provide a detailed account of crop production and potential revenue of a farm.
This level of details enables a range of possibilities from improving input management …
This level of details enables a range of possibilities from improving input management …
Growth height determination of tree walls for precise monitoring in apple fruit production using UAV photogrammetry
M Hobart, M Pflanz, C Weltzien, M Schirrmann - Remote Sensing, 2020 - mdpi.com
In apple cultivation, spatial information about phenotypic characteristics of tree walls would
be beneficial for precise orchard management. Unmanned aerial vehicles (UAVs) can …
be beneficial for precise orchard management. Unmanned aerial vehicles (UAVs) can …
Automatic estimation of apple orchard blooming levels using the improved YOLOv5
Z Chen, R Su, Y Wang, G Chen, Z Wang, P Yin, J Wang - Agronomy, 2022 - mdpi.com
The estimation of orchard blooming levels and the determination of peak blooming dates are
very important because they determine the timing of orchard flower thinning and are …
very important because they determine the timing of orchard flower thinning and are …
Using WorldView Satellite Imagery to Map Yield in Avocado (Persea americana): A Case Study in Bundaberg, Australia
Accurate pre-harvest estimation of avocado (Persea americana cv. Haas) yield offers a
range of benefits to industry and growers. Currently there is no commercial yield monitor …
range of benefits to industry and growers. Currently there is no commercial yield monitor …
Yield prediction in apples using Fuzzy Cognitive Map learning approach
EI Papageorgiou, KD Aggelopoulou, TA Gemtos… - … and electronics in …, 2013 - Elsevier
This work investigates the yield modeling and prediction process in apples (cv. Red Chief)
using the dynamic influence graph of Fuzzy Cognitive Maps (FCMs). FCMs are ideal causal …
using the dynamic influence graph of Fuzzy Cognitive Maps (FCMs). FCMs are ideal causal …