Wheat Lodging Detection from UAS Imagery Using Machine Learning Algorithms

Understanding wheat lodging using multi-temporal Sentinel-1 and Sentinel-2 data

(2020) Sugandh Chauhan et al.   REMOTE SENSING OF ENVIRONMENT

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

Remote sensing-based crop lodging assessment: Current status and perspectives

(2019) Sugandh Chauhan et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Identification and characterization of fracture in metals using machine learning based texture recognition algorithms

(2019) Dayakar L. Naik et al.   ENGINEERING FRACTURE MECHANICS

Estimates of rice lodging using indices derived from UAV visible and thermal infrared images

(2018) Tao Liu et al.   AGRICULTURAL AND FOREST METEOROLOGY

Spatial and Spectral Hybrid Image Classification for Rice Lodging Assessment through UAV Imagery

(2017) Ming-Der Yang et al.   Remote Sensing

Assessing Lodging Severity over an Experimental Maize (Zea mays L.) Field Using UAS Images

(2017) Tianxing Chu et al.   Remote Sensing

Monitoring of Wheat Growth Status and Mapping of Wheat Yield’s within-Field Spatial Variations Using Color Images Acquired from UAV-camera System

(2017) Mengmeng Du et al.   Remote Sensing

Using Deep Learning for Image-Based Plant Disease Detection

(2016) Sharada P. Mohanty et al.   Frontiers in Plant Science

A new method for assessing plant lodging and the impact of management options on lodging in canola crop production

(2016) Wei Wu et al.   Scientific Reports

Corn Stalk Lodging: A Forensic Engineering Approach Provides Insights into Failure Patterns and Mechanisms

(2015) Daniel J. Robertson et al.   CROP SCIENCE

Wheat lodging monitoring using polarimetric index from RADARSAT-2 data

(2015) Hao Yang et al.   International Journal of Applied Earth Observation and Geoinformation

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

The contribution of wheat to human diet and health

(2015) Peter R. Shewry et al.   Food and Energy Security

Applications of Low Altitude Remote Sensing in Agriculture upon Farmers' Requests– A Case Study in Northeastern Ontario, Canada

(2014) Chunhua Zhang et al.   PLoS One

Nonparallel hyperplane support vector machine for binary classification problems

(2013) Yuan-Hai Shao et al.   INFORMATION SCIENCES

Canopy height measurement by photogrammetric analysis of aerial images: Application to buckwheat (Fagopyrum esculentum Moench) lodging evaluation

(2012) Toshifumi Murakami et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Predicting yield losses caused by lodging in wheat

(2012) P.M. Berry et al.   FIELD CROPS RESEARCH

Estimating Canopy Nitrogen Concentration in Sugarcane Using Field Imaging Spectroscopy

(2012) Poonsak Miphokasap et al.   Remote Sensing

Plant Disease Severity Estimated Visually, by Digital Photography and Image Analysis, and by Hyperspectral Imaging

(2010) C. H. Bock et al.   CRITICAL REVIEWS IN PLANT SCIENCES

Modelling root and stem lodging in sunflower

(2010) M.M. Sposaro et al.   FIELD CROPS RESEARCH