A Comparative Assessment of Different Modeling Algorithms for Estimating Leaf Nitrogen Content in Winter Wheat Using Multispectral Images from an Unmanned Aerial Vehicle

Estimation of leaf traits from reflectance measurements: comparison between methods based on vegetation indices and several versions of the PROSPECT model

(2018) Jingyi Jiang et al.   Plant Methods

Retrieval of Winter Wheat Leaf Area Index from Chinese GF-1 Satellite Data Using the PROSAIL Model

(2018) He Li et al.   SENSORS

Evaluation of RGB, Color-Infrared and Multispectral Images Acquired from Unmanned Aerial Systems for the Estimation of Nitrogen Accumulation in Rice

(2018) Hengbiao Zheng et al.   Remote Sensing

Estimation of Winter Wheat Above-Ground Biomass Using Unmanned Aerial Vehicle-Based Snapshot Hyperspectral Sensor and Crop Height Improved Models

(2017) Jibo Yue 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

Potential of RapidEye and WorldView-2 Satellite Data for Improving Rice Nitrogen Status Monitoring at Different Growth Stages

(2017) Shanyu Huang et al.   Remote Sensing

Estimating wheat yield by integrating the WheatGrow and PROSAIL models

(2016) L. Zhang et al.   FIELD CROPS RESEARCH

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY 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

Experimental Sentinel-2 LAI estimation using parametric, non-parametric and physical retrieval methods – A comparison

(2015) Jochem Verrelst et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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

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

(2015) Jinwen Li et al.   Remote Sensing Letters

Satellite Remote Sensing-Based In-Season Diagnosis of Rice Nitrogen Status in Northeast China

(2015) Shanyu Huang et al.   Remote Sensing

Evaluation of Six Algorithms to Monitor Wheat Leaf Nitrogen Concentration

(2015) Xia Yao et al.   Remote Sensing

Retrieval of wheat leaf area index from AWiFS multispectral data using canopy radiative transfer simulation

(2014) Rahul Nigam et al.   International Journal of Applied Earth Observation and Geoinformation

Detecting leaf nitrogen content in wheat with canopy hyperspectrum under different soil backgrounds

(2014) X. Yao et al.   International Journal of Applied Earth Observation and Geoinformation

On the Semi-Automatic Retrieval of Biophysical Parameters Based on Spectral Index Optimization

(2014) Juan Rivera et al.   Remote Sensing

Comparison of different hyperspectral vegetation indices for canopy leaf nitrogen concentration estimation in rice

(2013) Yong-Chao Tian et al.   PLANT AND SOIL

Remote sensing of canopy chemistry

(2013) S. L. Ustin   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Multiple Cost Functions and Regularization Options for Improved Retrieval of Leaf Chlorophyll Content and LAI through Inversion of the PROSAIL Model

(2013) Juan Rivera et al.   Remote Sensing

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

(2012) Wei Wang et al.   FIELD CROPS RESEARCH

Diagnostic mapping of canopy nitrogen content in rice based on hyperspectral measurements

(2012) Yoshio Inoue et al.   REMOTE SENSING OF ENVIRONMENT

Sensor Correction of a 6-Band Multispectral Imaging Sensor for UAV Remote Sensing

(2012) Joshua Kelcey et al.   Remote Sensing

Use of the Canopy Chlorophyl Content Index (CCCI) for Remote Estimation of Wheat Nitrogen Content in Rainfed Environments

(2011) Davide Cammarano et al.   AGRONOMY JOURNAL

Early detection of canopy nitrogen deficiency in winter wheat (Triticum aestivumL.) based on hyperspectral measurement of canopy chlorophyll status

(2011) C Zhao et al.   NEW ZEALAND JOURNAL OF CROP AND HORTICULTURAL SCIENCE

Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and -3

(2011) Jochem Verrelst et al.   REMOTE SENSING OF ENVIRONMENT

Comparative analysis of three chemometric techniques for the spectroradiometric assessment of canopy chlorophyll content in winter wheat

(2010) Clement Atzberger et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Assessing newly developed and published vegetation indices for estimating rice leaf nitrogen concentration with ground- and space-based hyperspectral reflectance

(2010) Y.C. Tian et al.   FIELD CROPS RESEARCH

Plant nitrogen concentration in paddy rice from field canopy hyperspectral radiometry

(2009) Daniela Stroppiana et al.   FIELD CROPS RESEARCH

Exploring hyperspectral bands and estimation indices for leaf nitrogen accumulation in wheat

(2009) Xia Yao et al.   International Journal of Applied Earth Observation and Geoinformation

Reducing environmental risk by improving N management in intensive Chinese agricultural systems

(2009) X.-T. Ju et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Estimating N status of winter wheat using a handheld spectrometer in the North China Plain

(2007) Fei Li et al.   FIELD CROPS RESEARCH