Estimation of nitrogen nutrition index in rice from UAV RGB images coupled with machine learning algorithms

Vine disease detection in UAV multispectral images using optimized image registration and deep learning segmentation approach

(2020) Mohamed Kerkech et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Integrating satellite data with a Nitrogen Nutrition Curve for precision top-dress fertilization of durum wheat

(2020) Carolina Fabbri et al.   EUROPEAN JOURNAL OF AGRONOMY

Rice nitrogen nutrition estimation with RGB images and machine learning methods

(2020) Peihua Shi et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Dynamic monitoring of biomass of rice under different nitrogen treatments using a lightweight UAV with dual image-frame snapshot cameras

(2019) Haiyan Cen et al.   Plant Methods

Improved estimation of aboveground biomass in wheat from RGB imagery and point cloud data acquired with a low-cost unmanned aerial vehicle system

(2019) Ning Lu et al.   Plant Methods

Modeling maize above-ground biomass based on machine learning approaches using UAV remote-sensing data

(2019) Liang Han et al.   Plant Methods

Combining breeding traits and agronomic indicators to characterize the impact of cultivar on the nitrogen use efficiency of bread wheat

(2019) Jean-Pierre Cohan et al.   FIELD CROPS RESEARCH

Evaluation of Aboveground Nitrogen Content of Winter Wheat Using Digital Imagery of Unmanned Aerial Vehicles

(2019) Baohua Yang et al.   SENSORS

Improved estimation of rice aboveground biomass combining textural and spectral analysis of UAV imagery

(2018) Hengbiao Zheng et al.   PRECISION AGRICULTURE

Nitrogen and phosphorus uptake, yield and agronomic traits of oat cultivars as affected by fertilizer N rates under diverse environments

(2017) B. L. Ma et al.   NUTRIENT CYCLING IN AGROECOSYSTEMS

A critical nitrogen dilution curve for japonica rice based on canopy images

(2016) Yuan Wang et al.   FIELD CROPS RESEARCH

Random Forests and Kernel Methods

(2016) Erwan Scornet   IEEE TRANSACTIONS ON INFORMATION THEORY

Machine Learning for High-Throughput Stress Phenotyping in Plants

(2016) Arti Singh et al.   TRENDS IN PLANT SCIENCE

Low-altitude, high-resolution aerial imaging systems for row and field crop phenotyping: A review

(2015) Sindhuja Sankaran et al.   EUROPEAN JOURNAL OF AGRONOMY

Combined Use of Airborne LiDAR and Satellite GF-1 Data to Estimate Leaf Area Index, Height, and Aboveground Biomass of Maize During Peak Growing Season

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

Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley

(2015) Juliane Bendig et al.   International Journal of Applied Earth Observation and Geoinformation

Integrated nutrient management (INM) for sustaining crop productivity and reducing environmental impact: A review

(2015) Wei Wu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Estimating nitrogen status of rice using the image segmentation of G-R thresholding method

(2013) Yuan Wang et al.   FIELD CROPS RESEARCH

Verification of color vegetation indices for automated crop imaging applications

(2008) George E. Meyer et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Angular sensitivity analysis of vegetation indices derived from CHRIS/PROBA data

(2008) J. Verrelst et al.   REMOTE SENSING OF ENVIRONMENT