Integrating Airborne Hyperspectral, Topographic, and Soil Data for Estimating Pasture Quality Using Recursive Feature Elimination with Random Forest Regression

Canopy foliar nitrogen retrieved from airborne hyperspectral imagery by correcting for canopy structure effects

(2017) Zhihui Wang et al.   International Journal of Applied Earth Observation and Geoinformation

Quantification of dead vegetation fraction in mixed pastures using AisaFENIX imaging spectroscopy data

(2017) R.R. Pullanagari et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping of macro and micro nutrients of mixed pastures using airborne AisaFENIX hyperspectral imagery

(2016) R.R. Pullanagari et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimation of bioenergy crop yield and N status by hyperspectral canopy reflectance and partial least square regression

(2016) A. J. Foster et al.   PRECISION AGRICULTURE

Chemical Composition, In vivo Digestibility and Metabolizable Energy Values of Caramba (Lolium multiflorum cv. caramba) Fresh, Silage and Hay

(2015) H. Özelçam et al.   ASIAN-AUSTRALASIAN JOURNAL OF ANIMAL SCIENCES

Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties – A review

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

Classification of Herbaceous Vegetation Using Airborne Hyperspectral Imagery

(2015) Péter Burai et al.   Remote Sensing

Structure damage detection based on random forest recursive feature elimination

(2014) Qifeng Zhou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Selection of Hyperspectral Narrowbands (HNBs) and Composition of Hyperspectral Twoband Vegetation Indices (HVIs) for Biophysical Characterization and Discrimination of Crop Types Using Field Reflectance and Hyperion/EO-1 Data

(2013) Prasad S. Thenkabail et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Non-linear partial least square regression increases the estimation accuracy of grass nitrogen and phosphorus using in situ hyperspectral and environmental data

(2013) A. Ramoelo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Modeling spatial patterns of fire occurrence in Mediterranean Europe using Multiple Regression and Random Forest

(2012) Sandra Oliveira et al.   FOREST ECOLOGY AND MANAGEMENT

Hyperspectral determination of feed quality constituents in temperate pastures: Effect of processing methods on predictive relationships from partial least squares regression

(2012) Susanne Thulin 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

Random forest regression and spectral band selection for estimating sugarcane leaf nitrogen concentration using EO-1 Hyperion hyperspectral data

(2012) Elfatih M. Abdel-Rahman et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Seasonal prediction of in situ pasture macronutrients in New Zealand pastoral systems using hyperspectral data

(2012) I.D. Sanches et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Multi-spectral radiometry to estimate pasture quality components

(2012) R. R. Pullanagari et al.   PRECISION AGRICULTURE

In-field hyperspectral proximal sensing for estimating quality parameters of mixed pasture

(2011) R. R. Pullanagari et al.   PRECISION AGRICULTURE

Dry season mapping of savanna forage quality, using the hyperspectral Carnegie Airborne Observatory sensor

(2011) Nichola M. Knox et al.   REMOTE SENSING OF ENVIRONMENT

Variables selection methods in near-infrared spectroscopy

(2010) Zou Xiaobo et al.   ANALYTICA CHIMICA ACTA

Variable selection in regression-a tutorial

(2010) C. M. Andersen et al.   JOURNAL OF CHEMOMETRICS

Evaluating hyperspectral vegetation indices for estimating nitrogen concentration of winter wheat at different growth stages

(2010) Fei Li et al.   PRECISION AGRICULTURE

Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies

(2009) Raymond F. Kokaly et al.   REMOTE SENSING OF ENVIRONMENT

Forage quality of savannas — Simultaneously mapping foliar protein and polyphenols for trees and grass using hyperspectral imagery

(2009) Andrew K. Skidmore et al.   REMOTE SENSING OF ENVIRONMENT

Precision agriculture on grassland: Applications, perspectives and constraints

(2008) Jürgen Schellberg et al.   EUROPEAN JOURNAL OF AGRONOMY

Estimating forage biomass and quality in a mixed sown pasture based on partial least squares regression with waveband selection

(2008) Kensuke Kawamura et al.   GRASSLAND SCIENCE