Combining Color Indices and Textures of UAV-Based Digital Imagery for Rice LAI Estimation

Predicting Rice Grain Yield Based on Dynamic Changes in Vegetation Indexes during Early to Mid-Growth Stages

(2019) Ke Zhang et al.   Remote Sensing

Using a Portable Active Sensor to Monitor Growth Parameters and Predict Grain Yield of Winter Wheat

(2019) Jiayi Zhang et al.   SENSORS

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

Estimate of winter-wheat above-ground biomass based on UAV ultrahigh-ground-resolution image textures and vegetation indices

(2019) Jibo Yue et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Inversion of rice canopy chlorophyll content and leaf area index based on coupling of radiative transfer and Bayesian network models

(2019) X.Q. Xu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimation of Rice Growth Parameters Based on Linear Mixed-Effect Model Using Multispectral Images from Fixed-Wing Unmanned Aerial Vehicles

(2019) Yanyu Wang et al.   Remote Sensing

The potential for RGB images obtained using unmanned aerial vehicle to assess and predict yield in sugarcane fields

(2018) Guilherme Martineli Sanches et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A Comparison of Regression Techniques for Estimation of Above-Ground Winter Wheat Biomass Using Near-Surface Spectroscopy

(2018) Jibo Yue et al.   Remote Sensing

A Comparison of Crop Parameters Estimation Using Images from UAV-Mounted Snapshot Hyperspectral Sensor and High-Definition Digital Camera

(2018) Jibo Yue et al.   Remote Sensing

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

(2018) Hengbiao Zheng et al.   PRECISION AGRICULTURE

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

(2018) Liang Wan et al.   Remote Sensing

High-Resolution UAV-Based Hyperspectral Imagery for LAI and Chlorophyll Estimations from Wheat for Yield Prediction

(2018) Martin Kanning et al.   Remote Sensing

Potential of UAV-Based Active Sensing for Monitoring Rice Leaf Nitrogen Status

(2018) Songyang Li et al.   Frontiers in Plant Science

Assessment of red-edge vegetation indices for crop leaf area index estimation

(2018) Taifeng Dong et al.   REMOTE SENSING OF ENVIRONMENT

Comparison of ground cover estimates from experiment plots in cotton, sorghum and sugarcane based on images and ortho-mosaics captured by UAV

(2017) Tao Duan et al.   FUNCTIONAL PLANT BIOLOGY

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

Development of an Unmanned Aerial Vehicle-Borne Crop-Growth Monitoring System

(2017) Jun Ni et al.   SENSORS

Retrieving Soybean Leaf Area Index from Unmanned Aerial Vehicle Hyperspectral Remote Sensing: Analysis of RF, ANN, and SVM Regression Models

(2017) Huanhuan Yuan et al.   Remote Sensing

Estimation of Wheat LAI at Middle to High Levels Using Unmanned Aerial Vehicle Narrowband Multispectral Imagery

(2017) Xia Yao 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

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

Quantification winter wheat LAI with HJ-1CCD image features over multiple growing seasons

(2016) Xinchuan Li et al.   International Journal of Applied Earth Observation and Geoinformation

An automatic object-based method for optimal thresholding in UAV images: Application for vegetation detection in herbaceous crops

(2015) J. Torres-Sánchez et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Estimation of crop LAI using hyperspectral vegetation indices and a hybrid inversion method

(2015) Liang Liang et al.   REMOTE SENSING OF ENVIRONMENT

Unmanned aerial systems for photogrammetry and remote sensing: A review

(2014) I. Colomina et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimating Biomass of Barley Using Crop Surface Models (CSMs) Derived from UAV-Based RGB Imaging

(2014) Juliane Bendig et al.   Remote Sensing

Improved forest biomass estimates using ALOS AVNIR-2 texture indices

(2011) Latifur Rahman Sarker et al.   REMOTE SENSING OF ENVIRONMENT

Verification of color vegetation indices for automated crop imaging applications

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

A simple algorithm for yield estimates: Evaluation for semi-arid irrigated winter wheat monitored with green leaf area index

(2007) Benoît Duchemin et al.   ENVIRONMENTAL MODELLING & SOFTWARE

LAI retrieval and uncertainty evaluations for typical row-planted crops at different growth stages

(2007) Y YAO et al.   REMOTE SENSING OF ENVIRONMENT