State and parameter estimation of the AquaCrop model for winter wheat using sensitivity informed particle filter

Aerial Visual Perception in Smart Farming: Field Study of Wheat Yellow Rust Monitoring

(2020) Jinya Su et al.   IEEE Transactions on Industrial Informatics

Bayesian calibration of AquaCrop model for winter wheat by assimilating UAV multi-spectral images

(2019) Tianxiang Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Spatio-temporal monitoring of wheat yellow rust using UAV multispectral imagery

(2019) Jinya Su et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Particle Filtering With Soft State Constraints for Target Tracking

(2019) Cunjia Liu et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

A review of data assimilation of remote sensing and crop models

(2018) Xiuliang Jin et al.   EUROPEAN JOURNAL OF AGRONOMY

Wheat yellow rust monitoring by learning from multispectral UAV aerial imagery

(2018) Jinya Su et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Source term estimation of a hazardous airborne release using an unmanned aerial vehicle

(2018) Michael Hutchinson et al.   Journal of Field Robotics

Particle filter-based robust state and parameter estimation for nonlinear process systems with variable parameters

(2017) Zhiliang Zhu et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Global sensitivity analysis of the AquaCrop model for winter wheat under different water treatments based on the extended Fourier amplitude sensitivity test

(2017) Hui-min XING et al.   Journal of Integrative Agriculture

A survey of image processing techniques for plant extraction and segmentation in the field

(2016) Esmael Hamuda et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Particle Filter Approach for Real-Time Estimation of Crop Phenological States Using Time Series of NDVI Images

(2016) Caleb De Bernardis et al.   Remote Sensing

Resampling Methods for Particle Filtering: Classification, implementation, and strategies

(2015) Tiancheng Li et al.   IEEE SIGNAL PROCESSING MAGAZINE

Application of Crop Model Data Assimilation With a Particle Filter for Estimating Regional Winter Wheat Yields

(2014) Zhiwei Jiang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

On the use of cross-validation for time series predictor evaluation

(2012) Christoph Bergmeir et al.   INFORMATION SCIENCES

Sobol’ sensitivity analysis of a complex environmental model

(2011) Jiri Nossent et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Constrained particle filter approach to approximate the arrival cost in Moving Horizon Estimation

(2011) Rodrigo López-Negrete et al.   JOURNAL OF PROCESS CONTROL