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

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

A Comparison of Hybrid Machine Learning Algorithms for the Retrieval of Wheat Biophysical Variables from Sentinel-2

(2019) Deepak Upreti et al.   Remote Sensing

Field-level crop yield mapping with Landsat using a hierarchical data assimilation approach

(2019) Yanghui Kang et al.   REMOTE SENSING OF ENVIRONMENT

AquaCropR: Crop Growth Model for R

(2019) Rodriguez et al.   Agronomy-Basel

The Value of Sentinel-2 Spectral Bands for the Assessment of Winter Wheat Growth and Development

(2019) Andrew Revill et al.   Remote Sensing

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

Comparison of Canopy Cover Estimations From Airborne LiDAR, Aerial Imagery, and Satellite Imagery

(2017) Qin Ma et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Winter wheat yield estimation based on multi-source medium resolution optical and radar imaging data and the AquaCrop model using the particle swarm optimization algorithm

(2017) Xiuliang Jin et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Towards fine resolution global maps of crop yields: Testing multiple methods and satellites in three countries

(2017) George Azzari et al.   REMOTE SENSING OF ENVIRONMENT

Estimating Wheat Yield in China at the Field and District Scale from the Assimilation of Satellite Data into the Aquacrop and Simple Algorithm for Yield (SAFY) Models

(2017) Paolo Silvestro et al.   Remote Sensing

Sensitivity analysis of the Aquacrop and SAFYE crop models for the assessment of water limited winter wheat yield in regional scale applications

(2017) Paolo Cosmo Silvestro et al.   PLoS One

Calibration of the AquaCrop model for winter wheat using MODIS LAI images

(2016) Andrea Trombetta et al.   AGRICULTURAL WATER MANAGEMENT

Markov chain Monte Carlo simulation using the DREAM software package: Theory, concepts, and MATLAB implementation

(2016) Jasper A. Vrugt   ENVIRONMENTAL MODELLING & SOFTWARE

Estimation of Winter Wheat Biomass and Yield by Combining the AquaCrop Model and Field Hyperspectral Data

(2016) Xiuliang Jin et al.   Remote Sensing

Comparing AquaCrop and CropSyst models in simulating barley growth and yield under different water and nitrogen regimes. Does calibration year influence the performance of crop growth models?

(2015) Marie Therese Abi Saab et al.   AGRICULTURAL WATER MANAGEMENT

Estimating the Aboveground Dry Biomass of Grass by Assimilation of Retrieved LAI Into a Crop Growth Model

(2015) Binbin He et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Influence of acquisition time and resolution on wheat yield estimation at the field scale from canopy biophysical variables retrieved from SPOT satellite data

(2015) F. Castaldi et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods – A comparison

(2015) Jochem Verrelst et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A scalable satellite-based crop yield mapper

(2015) David B. Lobell et al.   REMOTE SENSING OF ENVIRONMENT

Approximate Bayesian Computation using Markov Chain Monte Carlo simulation: DREAM(ABC)

(2014) Mojtaba Sadegh et al.   WATER RESOURCES RESEARCH

Comparison of Performance between Genetic Algorithm and SCE-UA for Calibration of SCS-CN Surface Runoff Simulation

(2014) Ji-Hong Jeon et al.   Water

Forecasting crop yield using remotely sensed vegetation indices and crop phenology metrics

(2013) Douglas K. Bolton et al.   AGRICULTURAL AND FOREST METEOROLOGY

Evaluation of the AquaCrop model for simulating the impact of water deficits and different irrigation regimes on the biomass and yield of winter wheat grown on China's Loess Plateau

(2013) Wang Xiangxiang et al.   AGRICULTURAL WATER MANAGEMENT

Efficient posterior exploration of a high-dimensional groundwater model from two-stage Markov chain Monte Carlo simulation and polynomial chaos expansion

(2013) Eric Laloy et al.   WATER RESOURCES RESEARCH

Canopy Cover and Leaf Area Index Relationships for Wheat, Triticale, and Corn

(2012) David C. Nielsen et al.   AGRONOMY JOURNAL

The use of satellite data for crop yield gap analysis

(2012) David B. Lobell   FIELD CROPS RESEARCH

Estimating crop biophysical properties from remote sensing data by inverting linked radiative transfer and ecophysiological models

(2012) K.R. Thorp et al.   REMOTE SENSING OF ENVIRONMENT

Validation and testing of the AquaCrop model under full and deficit irrigated wheat production in Iran

(2011) B. Andarzian et al.   AGRICULTURAL WATER MANAGEMENT

Data and monitoring needs for a more ecological agriculture

(2011) David P M Zaks et al.   Environmental Research Letters

Accelerating Markov Chain Monte Carlo Simulation by Differential Evolution with Self-Adaptive Randomized Subspace Sampling

(2011) J. A. Vrugt et al.   INTERNATIONAL JOURNAL OF NONLINEAR SCIENCES AND NUMERICAL SIMULATION

High-dimensional posterior exploration of hydrologic models using multiple-try DREAM(ZS) and high-performance computing

(2011) Eric Laloy et al.   WATER RESOURCES RESEARCH

Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling

(2009) Hoshin V. Gupta et al.   JOURNAL OF HYDROLOGY

PROSPECT+SAIL models: A review of use for vegetation characterization

(2009) Stéphane Jacquemoud et al.   REMOTE SENSING OF ENVIRONMENT