Estimating Rice Leaf Nitrogen Concentration: Influence of Regression Algorithms Based on Passive and Active Leaf Reflectance

Effect of fluorescence characteristics and different algorithms on the estimation of leaf nitrogen content based on laser-induced fluorescence lidar in paddy rice

(2017) Jian Yang et al.   OPTICS EXPRESS

Multispectral LiDAR Point Cloud Classification: A Two-Step Approach

(2017) Biwu Chen et al.   Remote Sensing

Evaluation of hyperspectral LiDAR for monitoring rice leaf nitrogen by comparison with multispectral LiDAR and passive spectrometer

(2017) Jia Sun et al.   Scientific Reports

Estimating leaf functional traits by inversion of PROSPECT: Assessing leaf dry matter content and specific leaf area in mixed mountainous forest

(2016) Abebe Mohammed Ali et al.   International Journal of Applied Earth Observation and Geoinformation

Estimation of rice leaf nitrogen contents based on hyperspectral LIDAR

(2016) Lin Du et al.   International Journal of Applied Earth Observation and Geoinformation

Estimating the leaf nitrogen content of paddy rice by using the combined reflectance and laser-induced fluorescence spectra

(2016) Jian Yang et al.   OPTICS EXPRESS

Accurate identification of nitrogen fertilizer application of paddy rice using laser-induced fluorescence combined with support vector machine

(2016) J. Yang et al.   PLANT SOIL AND ENVIRONMENT

Beyond 3-D: The new spectrum of lidar applications for earth and ecological sciences

(2016) Jan U.H. Eitel et al.   REMOTE SENSING OF ENVIRONMENT

Using Different Regression Methods to Estimate Leaf Nitrogen Content in Rice by Fusing Hyperspectral LiDAR Data and Laser-Induced Chlorophyll Fluorescence Data

(2016) Lin Du et al.   Remote Sensing

3D leaf water content mapping using terrestrial laser scanner backscatter intensity with radiometric correction

(2015) Xi Zhu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Investigating the Potential of Using the Spatial and Spectral Information of Multispectral LiDAR for Object Classification

(2015) Wei Gong et al.   SENSORS

Evaluation of Six Algorithms to Monitor Wheat Leaf Nitrogen Concentration

(2015) Xia Yao et al.   Remote Sensing

Fast and nondestructive method for leaf level chlorophyll estimation using hyperspectral LiDAR

(2014) Olli Nevalainen et al.   AGRICULTURAL AND FOREST METEOROLOGY

Early detection of crop injury from herbicide glyphosate by leaf biochemical parameter inversion

(2014) Feng Zhao et al.   International Journal of Applied Earth Observation and Geoinformation

Estimating leaf chlorophyll of barley at different growth stages using spectral indices to reduce soil background and canopy structure effects

(2014) Kang Yu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessment of crop foliar nitrogen using a novel dual-wavelength laser system and implications for conducting laser-based plant physiology

(2014) Jan U.H. Eitel et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessing the Robustness of Vegetation Indices to Estimate Wheat N in Mediterranean Environments

(2014) Davide Cammarano et al.   Remote Sensing

Regional estimation of savanna grass nitrogen using the red-edge band of the spaceborne RapidEye sensor

(2012) A. Ramoelo et al.   International Journal of Applied Earth Observation and Geoinformation

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm

(2012) Onisimo Mutanga et al.   International Journal of Applied Earth Observation and Geoinformation

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 visible band index for remote sensing leaf chlorophyll content at the canopy scale

(2012) E. Raymond Hunt et al.   International Journal of Applied Earth Observation and Geoinformation

Multi-wavelength canopy LiDAR for remote sensing of vegetation: Design and system performance

(2012) Gong Wei et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Hyperspectral indices for estimating leaf biochemical properties in temperate deciduous forests: Comparison of simulated and measured reflectance data sets

(2011) Quan Wang et al.   ECOLOGICAL INDICATORS

Retrieval of Leaf Biochemical Parameters Using PROSPECT Inversion: A New Approach for Alleviating Ill-Posed Problems

(2011) Pingheng Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A multiple-kernel support vector regression approach for stock market price forecasting

(2010) Chi-Yuan Yeh et al.   EXPERT SYSTEMS WITH APPLICATIONS

New dust aerosol identification method for spaceborne lidar measurements

(2010) Yingying Ma et al.   JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER

Variable selection using random forests

(2010) Robin Genuer et al.   PATTERN RECOGNITION LETTERS

New spectral indicator assessing the efficiency of crop nitrogen treatment in corn and wheat

(2010) Pengfei Chen et al.   REMOTE SENSING OF ENVIRONMENT

Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia

(2009) Biswajeet Pradhan et al.   Landslides

PROSPECT+SAIL models: A review of use for vegetation characterization

(2009) Stéphane Jacquemoud et al.   REMOTE SENSING OF ENVIRONMENT

A support system for predicting eBay end prices

(2007) Dennis van Heijst et al.   DECISION SUPPORT SYSTEMS