State and parameter estimation of the AquaCrop model for winter wheat using sensitivity informed particle filter
Crop models play a paramount role in providing quantitative information on crop growth and
field management. However, its prediction performance degrades significantly in the …
field management. However, its prediction performance degrades significantly in the …
Bayesian calibration of AquaCrop model for winter wheat by assimilating UAV multi-spectral images
Crop growth model plays a paramount role in smart farming management, which not only
provides quantitative information on crop development but also evaluates various …
provides quantitative information on crop development but also evaluates various …
Combining crop modeling with remote sensing data using a particle filtering technique to produce real-time forecasts of winter wheat yields under uncertain boundary …
Within-season crop yield forecasting at national and regional levels is crucial to ensure food
security. Yet, forecasting is a challenge because of incomplete knowledge about the …
security. Yet, forecasting is a challenge because of incomplete knowledge about the …
Improving crop yield estimation by unified model parameters and state variable with Bayesian inference
Data assimilation techniques integrating crop growth models and remote sensing
technologies offer a feasible approach for large-scale crop yield estimation. Previous …
technologies offer a feasible approach for large-scale crop yield estimation. Previous …
Bayesian model of tilling wheat confronting climatic and sustainability challenges
Q Ali - Frontiers in Artificial Intelligence, 2024 - frontiersin.org
Conventional farming poses threats to sustainable agriculture in growing food demands and
increasing flooding risks. This research introduces a Bayesian Belief Network (BBN) to …
increasing flooding risks. This research introduces a Bayesian Belief Network (BBN) to …
[PDF][PDF] Integration of calibration and forcing methods for predicting timely crop states by using AquoCrop-OS model
This paper presents a framework for predicting canopy states in real time by adopting a
recent MATLAB based crop model: AquaCrop-OS. The historical observations are firstly …
recent MATLAB based crop model: AquaCrop-OS. The historical observations are firstly …