Combining UAV-Based Vegetation Indices and Image Classification to Estimate Flower Number in Oilseed Rape

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

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

Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery

(2018) Junfeng Gao et al.   International Journal of Applied Earth Observation and Geoinformation

Monitoring height and greenness of non-woody floodplain vegetation with UAV time series

(2018) Wimala van Iersel et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Dynamic monitoring of NDVI in wheat agronomy and breeding trials using an unmanned aerial vehicle

(2017) T. Duan et al.   FIELD CROPS RESEARCH

Unmanned Aerial System (UAS)-based phenotyping of soybean using multi-sensor data fusion and extreme learning machine

(2017) Maitiniyazi Maimaitijiang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Predicting grain yield in rice using multi-temporal vegetation indices from UAV-based multispectral and digital imagery

(2017) X. Zhou et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimates of plant density of wheat crops at emergence from very low altitude UAV imagery

(2017) Xiuliang Jin et al.   REMOTE SENSING OF ENVIRONMENT

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

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

Exploring the Potential of WorldView-2 Red-Edge Band-Based Vegetation Indices for Estimation of Mangrove Leaf Area Index with Machine Learning Algorithms

(2017) Yuanhui Zhu et al.   Remote Sensing

Adaptive Estimation of Crop Water Stress in Nectarine and Peach Orchards Using High-Resolution Imagery from an Unmanned Aerial Vehicle (UAV)

(2017) Suyoung Park 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

Unmanned Aerial Vehicle Remote Sensing for Field-Based Crop Phenotyping: Current Status and Perspectives

(2017) Guijun Yang et al.   Frontiers in Plant Science

Assimilating a synthetic Kalman filter leaf area index series into the WOFOST model to improve regional winter wheat yield estimation

(2016) Jianxi Huang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Remote estimation of canopy height and aboveground biomass of maize using high-resolution stereo images from a low-cost unmanned aerial vehicle system

(2016) Wang Li et al.   ECOLOGICAL INDICATORS

Are vegetation indices derived from consumer-grade cameras mounted on UAVs sufficiently reliable for assessing experimental plots?

(2016) Jesper Rasmussen et al.   EUROPEAN JOURNAL OF AGRONOMY

Estimation of canopy attributes in beech forests using true colour digital images from a small fixed-wing UAV

(2016) Francesco Chianucci et al.   International Journal of Applied Earth Observation and Geoinformation

Spatial variability of chlorophyll and nitrogen content of rice from hyperspectral imagery

(2016) Shreedevi Moharana et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Application of unmanned aerial systems for high throughput phenotyping of large wheat breeding nurseries

(2016) Atena Haghighattalab et al.   Plant Methods

Development of methods to improve soybean yield estimation and predict plant maturity with an unmanned aerial vehicle based platform

(2016) Neil Yu et al.   REMOTE SENSING OF ENVIRONMENT

Increasing the Accuracy and Automation of Fractional Vegetation Cover Estimation from Digital Photographs

(2016) André Coy et al.   Remote Sensing

Remote Estimation of Vegetation Fraction and Flower Fraction in Oilseed Rape with Unmanned Aerial Vehicle Data

(2016) Shenghui Fang et al.   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

Disruption of aCAROTENOID CLEAVAGE DIOXYGENASE 4gene converts flower colour from white to yellow inBrassicaspecies

(2015) Bao Zhang et al.   NEW PHYTOLOGIST

Multi-temporal mapping of the vegetation fraction in early-season wheat fields using images from UAV

(2014) J. Torres-Sánchez et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Green area index from an unmanned aerial system over wheat and rapeseed crops

(2014) Aleixandre Verger et al.   REMOTE SENSING OF ENVIRONMENT

Estimating Fractional Shrub Cover Using Simulated EnMAP Data: A Comparison of Three Machine Learning Regression Techniques

(2014) Marcel Schwieder et al.   Remote Sensing

Winter wheat biomass estimation based on spectral indices, band depth analysis and partial least squares regression using hyperspectral measurements

(2013) Yuanyuan Fu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Inversion of the PROSAIL model to estimate leaf area index of maize, potato, and sunflower fields from unmanned aerial vehicle hyperspectral data

(2013) Si-Bo Duan et al.   International Journal of Applied Earth Observation and Geoinformation

Broad-scale cruciferous weed patch classification in winter wheat using QuickBird imagery for in-season site-specific control

(2013) Ana Isabel de Castro et al.   PRECISION AGRICULTURE

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

Remote estimation of crop and grass chlorophyll and nitrogen content using red-edge bands on Sentinel-2 and -3

(2012) J.G.P.W. Clevers et al.   International Journal of Applied Earth Observation and Geoinformation

A light-weight multi-spectral aerial imaging system for nitrogen crop monitoring

(2012) V. Lebourgeois et al.   PRECISION AGRICULTURE

Alternative oilseed crops for biodiesel feedstock on the Canadian prairies

(2011) Robert Blackshaw et al.   CANADIAN JOURNAL OF PLANT SCIENCE

Discrimination of sterile oat (Avena sterilis) in winter barley (Hordeum vulgare) using QuickBird satellite images

(2011) M.P. Martín et al.   CROP PROTECTION

Stability of the cleistogamous trait during the flowering period of oilseed rape

(2009) M. Leflon et al.   PLANT BREEDING

Identification of variability in phenological responses in canola-qualityBrassica junceafor utilisation in Australian breeding programs

(2008) W. A. Burton et al.  

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

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