Estimation of Leaf Nitrogen Content in Wheat Using New Hyperspectral Indices and a Random Forest Regression Algorithm

Mapping forest canopy nitrogen content by inversion of coupled leaf-canopy radiative transfer models from airborne hyperspectral imagery

(2018) Zhihui Wang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Assessing leaf nitrogen concentration of winter oilseed rape with canopy hyperspectral technique considering a non-uniform vertical nitrogen distribution

(2018) Lantao Li et al.   INDUSTRIAL CROPS AND PRODUCTS

Long-term spatial and temporal variations of vegetative drought based on vegetation condition index in China

(2017) Liang Liang et al.   Ecosphere

Remote estimation of canopy nitrogen content in winter wheat using airborne hyperspectral reflectance measurements

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

Long-Time-Series Global Land Surface Satellite Leaf Area Index Product Derived From MODIS and AVHRR Surface Reflectance

(2016) Zhiqiang Xiao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Estimating crop chlorophyll content with hyperspectral vegetation indices and the hybrid inversion method

(2016) Liang Liang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Spatial variability of chlorophyll and nitrogen content of rice from hyperspectral imagery

(2016) Shreedevi Moharana et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Using multi-angle hyperspectral data to monitor canopy leaf nitrogen content of wheat

(2016) Xiao Song et al.   PRECISION AGRICULTURE

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

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

Estimating standing biomass in papyrus (Cyperus papyrus L.) swamp: exploratory of in situ hyperspectral indices and random forest regression

(2014) Elhadi Adam et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Hyperspectral remote sensing of plant biochemistry using Bayesian model averaging with variable and band selection

(2013) Kaiguang Zhao et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of the seasonal leaf area index in an alluvial forest using high-resolution satellite-based vegetation indices

(2013) Adina Tillack et al.   REMOTE SENSING OF ENVIRONMENT

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

Mass appraisal of residential apartments: An application of Random forest for valuation and a CART-based approach for model diagnostics

(2011) Evgeny A. Antipov et al.   EXPERT SYSTEMS WITH APPLICATIONS

Model for predicting the nitrogen content of rice at panicle initiation stage using data from airborne hyperspectral remote sensing

(2009) Chanseok Ryu et al.   BIOSYSTEMS ENGINEERING

Plant nitrogen concentration in paddy rice from field canopy hyperspectral radiometry

(2009) Daniela Stroppiana et al.   FIELD CROPS RESEARCH

Monitoring leaf nitrogen status with hyperspectral reflectance in wheat

(2007) W. Feng et al.   EUROPEAN JOURNAL OF AGRONOMY

Analysis of common canopy vegetation indices for indicating leaf nitrogen accumulations in wheat and rice

(2007) Yan Zhu et al.   International Journal of Applied Earth Observation and Geoinformation