Fuyi Duan
YOU?
Author Swipe
View article: Diagnosis of nitrogen nutrition in winter wheat across years based on multi-source remote sensing data from unmanned aerial vehicles
Diagnosis of nitrogen nutrition in winter wheat across years based on multi-source remote sensing data from unmanned aerial vehicles Open
View article: Maize Leaf Area Index Estimation Based on Machine Learning Algorithm and Computer Vision
Maize Leaf Area Index Estimation Based on Machine Learning Algorithm and Computer Vision Open
Precise estimation of the leaf area index (LAI) is vital in efficient maize growth monitoring and precision farming. Traditional LAI measurement methods are often destructive and labor-intensive, while techniques relying solely on spectral…
View article: Remote sensing-based analysis of yield and water-fertilizer use efficiency in winter wheat management
Remote sensing-based analysis of yield and water-fertilizer use efficiency in winter wheat management Open
Winter wheat is one of the world’s most important food crops, and effective water and fertilizer management is crucial for optimizing its yield and water-fertilizer use efficiency. Unmanned aerial vehicle remote sensing provides a reliable…
View article: Coupling Multi-Source Unmanned Aerial Vehicle Remote Sensing with Growth Monitoring Indicators: Model Development for Yield Estimation and Nitrogen Fertilizer Regulation Effects in Summer Maize
Coupling Multi-Source Unmanned Aerial Vehicle Remote Sensing with Growth Monitoring Indicators: Model Development for Yield Estimation and Nitrogen Fertilizer Regulation Effects in Summer Maize Open
View article: Winter Wheat Yield Prediction Based on Three-Dimensional Water-Fertilizer Response Surfaces and Multi-Source Information Fusion
Winter Wheat Yield Prediction Based on Three-Dimensional Water-Fertilizer Response Surfaces and Multi-Source Information Fusion Open
View article: Diagnosis of Nitrogen Nutrition in Winter Wheat Across Years Based on Multi-Source Remote Sensing Data from Unmanned Aerial Vehicles
Diagnosis of Nitrogen Nutrition in Winter Wheat Across Years Based on Multi-Source Remote Sensing Data from Unmanned Aerial Vehicles Open
View article: Estimating Maize Crop Height and Aboveground Biomass Using Multi-Source Unmanned Aerial Vehicle Remote Sensing and Optuna-Optimized Ensemble Learning Algorithms
Estimating Maize Crop Height and Aboveground Biomass Using Multi-Source Unmanned Aerial Vehicle Remote Sensing and Optuna-Optimized Ensemble Learning Algorithms Open
Accurately assessing maize crop height (CH) and aboveground biomass (AGB) is crucial for understanding crop growth and light-use efficiency. Unmanned aerial vehicle (UAV) remote sensing, with its flexibility and high spatiotemporal resolut…
View article: Multi-random ensemble on Partial Least Squares regression to predict wheat yield and its losses across water and nitrogen stress with hyperspectral remote sensing
Multi-random ensemble on Partial Least Squares regression to predict wheat yield and its losses across water and nitrogen stress with hyperspectral remote sensing Open
The integration of regression techniques with remote sensing has proved to be a highly advantageous approach for estimating crop yield in various plant species. This study collected canopy hyperspectral data at multiple growth stages under…
View article: Remote Sensing-Based Optimization of Water and Fertilizer Management for Winter Wheat: Yield and Water-Fertilizer Use Efficiency Analysis
Remote Sensing-Based Optimization of Water and Fertilizer Management for Winter Wheat: Yield and Water-Fertilizer Use Efficiency Analysis Open
View article: UAV-based multi-sensor data fusion and machine learning algorithm for yield prediction in wheat
UAV-based multi-sensor data fusion and machine learning algorithm for yield prediction in wheat Open
View article: UAV-Based Hyperspectral and Ensemble Machine Learning for Predicting Yield in Winter Wheat
UAV-Based Hyperspectral and Ensemble Machine Learning for Predicting Yield in Winter Wheat Open
Winter wheat is a widely-grown cereal crop worldwide. Using growth-stage information to estimate winter wheat yields in a timely manner is essential for accurate crop management and rapid decision-making in sustainable agriculture, and to …