Winter Wheat Nitrogen Status Estimation Using UAV-Based RGB Imagery and Gaussian Processes Regression

Progress of hyperspectral data processing and modelling for cereal crop nitrogen monitoring

(2020) Yuanyuan Fu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

High-Throughput Estimation of Crop Traits: A Review of Ground and Aerial Phenotyping Platforms

(2020) Xiuliang Jin et al.   IEEE Geoscience and Remote Sensing Magazine

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

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

(2019) Songyang Li et al.   Remote Sensing

Predicting soil organic matter from cellular phone images under varying soil moisture

(2019) Yuanyuan Fu et al.   GEODERMA

Mapping within-field leaf chlorophyll content in agricultural crops for nitrogen management using Landsat-8 imagery

(2019) Holly Croft et al.   PRECISION AGRICULTURE

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

(2019) Baohua Yang et al.   SENSORS

Estimation of maize yield and effects of variable-rate nitrogen application using UAV-based RGB imagery

(2019) Meina Zhang et al.   BIOSYSTEMS ENGINEERING

Diagnosis of nitrogen status in winter oilseed rape ( Brassica napus L . ) using in-situ hyperspectral data and unmanned aerial vehicle (UAV) multispectral images

(2018) Shishi Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Retrieval of the canopy chlorophyll content from Sentinel-2 spectral bands to estimate nitrogen uptake in intensive winter wheat cropping systems

(2018) Cindy Delloye et al.   REMOTE SENSING OF ENVIRONMENT

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

Efficient Color Texture Classification Using Color Monogenic Wavelet Transform

(2017) Shan Gai   NEURAL PROCESSING LETTERS

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 nitrogen content in winter wheat using airborne hyperspectral reflectance measurements

(2016) Xianfeng Zhou et al.   ADVANCES IN SPACE RESEARCH

Estimating canopy leaf nitrogen concentration in winter wheat based on multi-angular hyperspectral remote sensing

(2016) Li He et al.   EUROPEAN JOURNAL OF AGRONOMY

Spectral band selection for vegetation properties retrieval using Gaussian processes regression

(2016) Jochem Verrelst 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

Leaf nitrogen determination using non-destructive techniques–A review

(2016) M. M. Ali et al.   JOURNAL OF PLANT NUTRITION

Spectral considerations for modeling yield of canola

(2016) John J. Sulik et al.   REMOTE SENSING OF ENVIRONMENT

A Survey on Gaussian Processes for Earth-Observation Data Analysis: A Comprehensive Investigation

(2016) Gustau Camps-Valls et al.   IEEE Geoscience and Remote Sensing Magazine

Study and comparison of color models for automatic image analysis in irrigation management applications

(2015) G. García-Mateos et al.   AGRICULTURAL WATER MANAGEMENT

Hyperspectral aerial imagery for detecting nitrogen stress in two potato cultivars

(2015) Tyler J. Nigon et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

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

Comparison of the variable importance in projection (VIP) and of the selectivity ratio (SR) methods for variable selection and interpretation

(2015) Mireia Farrés et al.   JOURNAL OF CHEMOMETRICS

Quantification of rice canopy nitrogen balance index with digital imagery from unmanned aerial vehicle

(2015) Jinwen Li et al.   Remote Sensing Letters

Assessment of rice leaf chlorophyll content using visible bands at different growth stages at both the leaf and canopy scale

(2014) M.M. Saberioon et al.   International Journal of Applied Earth Observation and Geoinformation

Precision nitrogen management of wheat. A review

(2012) Mariangela Diacono et al.   Agronomy for Sustainable Development

Estimating leaf nitrogen concentration with three-band vegetation indices in rice and wheat

(2012) Wei Wang et al.   FIELD CROPS RESEARCH

Image texture as a remotely sensed measure of vegetation structure

(2012) Eric M. Wood et al.   REMOTE SENSING OF ENVIRONMENT

Taking computer vision aloft - archaeological three-dimensional reconstructions from aerial photographs with photoscan

(2011) Geert Verhoeven   Archaeological Prospection

Using Hyperspectral Remote Sensing Data for Retrieving Canopy Chlorophyll and Nitrogen Content

(2011) Jan G. P. W. Clevers et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Retrieval of Vegetation Biophysical Parameters Using Gaussian Process Techniques

(2011) J. Verrelst et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Improved Biomass Estimation Using the Texture Parameters of Two High-Resolution Optical Sensors

(2010) Janet E. Nichol et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Verification of color vegetation indices for automated crop imaging applications

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

New method to assess barley nitrogen nutrition status based on image colour analysis

(2008) Miguel Pagola et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Diagnosis tool for plant and crop N status in vegetative stage

(2008) Gilles Lemaire et al.   EUROPEAN JOURNAL OF AGRONOMY