Data assimilation with sensitivity-based particle filter: A simulation study with AquaCrop

Multi-variable assimilation into a modified AquaCrop model for improved maize simulation without management or crop phenology information

(2022) Yang Lu et al.   AGRICULTURAL WATER MANAGEMENT

Assimilation of soil moisture and canopy cover data improves maize simulation using an under-calibrated crop model

(2021) Yang Lu et al.   AGRICULTURAL WATER MANAGEMENT

Global sensitivity analysis of crop yield and transpiration from the FAO-AquaCrop model for dryland environments

(2021) Yang Lu et al.   FIELD CROPS RESEARCH

Remote Sensing Data Assimilation in Dynamic Crop Models Using Particle Swarm Optimization

(2020) Matthias P. Wagner et al.   ISPRS International Journal of Geo-Information

A Comparison of Moment-Independent and Variance-Based Global Sensitivity Analysis Approaches for Wheat Yield Estimation with the Aquacrop-OS Model

(2020) Deepak Upreti et al.   Agronomy-Basel

Improving regional wheat yields estimations by multi-step-assimilating of a crop model with multi-source data

(2020) Zhao Zhang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Mapping winter-wheat biomass and grain yield based on a crop model and UAV remote sensing

(2020) Jibo Yue et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Bayesian Calibration of the Aquacrop-OS Model for Durum Wheat by Assimilation of Canopy Cover Retrieved from VENµS Satellite Data

(2020) Deepak Upreti et al.   Remote Sensing

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

(2020) Tianxiang Zhang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Genetic Operator-Based Particle Filter Combined with Markov Chain Monte Carlo for Data Assimilation in a Crop Growth Model

(2020) Alaa Jamal et al.   Agriculture-Basel

Batch-processing of AquaCrop plug-in for rainfed maize using satellite derived Fractional Vegetation Cover data

(2019) Abdoul-Hamid Mohamed Sallah et al.   AGRICULTURAL WATER MANAGEMENT

Estimation of maize yield by assimilating biomass and canopy cover derived from hyperspectral data into the AquaCrop model

(2019) Xiuliang Jin et al.   AGRICULTURAL WATER MANAGEMENT

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

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

A review of data assimilation of remote sensing and crop models

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

Parameter sensitivity analysis of the AquaCrop model based on extended fourier amplitude sensitivity under different agro-meteorological conditions and application

(2018) Xiuliang Jin et al.   FIELD CROPS RESEARCH

Irrigation Scheduling Optimization for Cotton Based on the AquaCrop Model

(2018) Fawen Li et al.   WATER RESOURCES MANAGEMENT

Optimal model-based deficit irrigation scheduling using AquaCrop: A simulation study with cotton, potato and tomato

(2016) Raphael Linker et al.   AGRICULTURAL WATER MANAGEMENT

Global Sensitivity Analysis of environmental models: Convergence and validation

(2016) Fanny Sarrazin et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Assessing the performance of the FAO AquaCrop model to estimate maize yields and water use under full and deficit irrigation with focus on model parameterization

(2014) P. Paredes et al.   AGRICULTURAL WATER MANAGEMENT

Data assimilation to reduce uncertainty of crop model prediction with Convolution Particle Filtering

(2014) Yuting Chen et al.   ECOLOGICAL MODELLING

Fight sample degeneracy and impoverishment in particle filters: A review of intelligent approaches

(2014) Tiancheng Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

Evaluating forecasting performance for data assimilation methods: The ensemble Kalman filter, the particle filter, and the evolutionary-based assimilation

(2013) Gift Dumedah et al.   ADVANCES IN WATER RESOURCES

Global sensitivity analysis of yield output from the water productivity model

(2013) Eline Vanuytrecht et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Addressing ten questions about conceptual rainfall–runoff models with global sensitivity analyses in R

(2013) Mun-Ju Shin et al.   JOURNAL OF HYDROLOGY

Assimilation of remotely sensed soil moisture and vegetation with a crop simulation model for maize yield prediction

(2013) Amor V.M. Ines et al.   REMOTE SENSING OF ENVIRONMENT

Maize and sunflower biomass estimation in southwest France using high spatial and temporal resolution remote sensing data

(2012) Martin Claverie et al.   REMOTE SENSING OF ENVIRONMENT

Examining the effectiveness and robustness of sequential data assimilation methods for quantification of uncertainty in hydrologic forecasting

(2012) Caleb M. DeChant et al.   WATER RESOURCES RESEARCH

Particle Filtering in Geophysical Systems

(2009) Peter Jan van Leeuwen   MONTHLY WEATHER REVIEW