Integrating satellite imagery and environmental data to predict field-level cane and sugar yields in Australia using machine learning
An accurate model for predicting sugarcane yield will benefit many aspects of managing
growth and harvest of sugarcane crops. In this study, Sentinel-1 and Sentinel-2 satellite …
growth and harvest of sugarcane crops. In this study, Sentinel-1 and Sentinel-2 satellite …
Sensing management from space: predicting harvest dates
S Han, P Filippi, TFA Bishop - Precision agriculture'23, 2023 - wageningenacademic.com
The date of harvest is a management event critical to logistics, food availability, and
modelling at regional, national, or global scales. While traditionally collected in farmer …
modelling at regional, national, or global scales. While traditionally collected in farmer …
Button Mushroom Farming Using Machine Learning
K Perera, R Packeeran, Y Suriyabandara… - Procedia Computer …, 2024 - Elsevier
Mushroom cultivation is getting increasingly popular within Sri Lanka's agricultural sector
due to its cost-effectiveness, high yield potential, and rising market demand. Nevertheless …
due to its cost-effectiveness, high yield potential, and rising market demand. Nevertheless …
Assimilation of sentinel-1 change detection in the aquacrop model: case of sugarcane
J Wellens, M Stasolla, MT Sall… - … and Remote Sensing …, 2021 - ieeexplore.ieee.org
The “Compagnie Sucrière Sénégalaise”(CSS) wanted to upscale the field-level crop
simulation model AquaCrop (FAO's agro-meteorological model) for the automated …
simulation model AquaCrop (FAO's agro-meteorological model) for the automated …
Machine Learning-Based Sugarcane Yield Prediction Using Multispectral Time-Series Imagery
S Akbarian - 2023 - unsworks.unsw.edu.au
Accurate sugarcane yield prediction is important for the sugar industry in serving the
demands for decision-making systems such as harvest timing, product handling, and …
demands for decision-making systems such as harvest timing, product handling, and …
Using Sentinel-1 data for soybean harvest detection in Vojvodina province, Serbia
Information on crop harvest events has become valuable input for models related to food
security and agricultural management and optimization. Precise large scale harvest …
security and agricultural management and optimization. Precise large scale harvest …