Estimation of paddy rice leaf area index using machine learning methods based on hyperspectral data from multi-year experiments

Improving crop yield estimation by assimilating LAI and inputting satellite-based surface incoming solar radiation into SWAP model

(2018) Ali Mokhtari et al.   AGRICULTURAL AND FOREST METEOROLOGY

Hyperspectral prediction of leaf area index of winter wheat in irrigated and rainfed fields

(2017) Guangxin Li et al.   PLoS One

Estimating grassland LAI using the Random Forests approach and Landsat imagery in the meadow steppe of Hulunber, China

(2017) Zhen-wang LI et al.   Journal of Integrative Agriculture

Estimation and Mapping of Winter Oilseed Rape LAI from High Spatial Resolution Satellite Data Based on a Hybrid Method

(2017) Chuanwen Wei et al.   Remote Sensing

Retrieving Soybean Leaf Area Index from Unmanned Aerial Vehicle Hyperspectral Remote Sensing: Analysis of RF, ANN, and SVM Regression Models

(2017) Huanhuan Yuan et al.   Remote Sensing

Extraction of Sensitive Bands for Monitoring the Winter Wheat (Triticum aestivum) Growth Status and Yields Based on the Spectral Reflectance

(2017) Chao Wang et al.   PLoS One

Informative spectral bands for remote green LAI estimation in C3 and C4 crops

(2016) Oz Kira et al.   AGRICULTURAL AND FOREST METEOROLOGY

Comparison of partial least squares and support vector regressions for predicting leaf area index on a tropical grassland using hyperspectral data

(2016) Zolo Kiala et al.   Journal of Applied Remote Sensing

Estimating the crop leaf area index using hyperspectral remote sensing

(2016) Ke LIU et al.   Journal of Integrative Agriculture

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

Spectral Index for Quantifying Leaf Area Index of Winter Wheat by Field Hyperspectral Measurements: A Case Study in Gifu Prefecture, Central Japan

(2015) Shinya Tanaka et al.   Remote Sensing

Evaluation of Six Algorithms to Monitor Wheat Leaf Nitrogen Concentration

(2015) Xia Yao et al.   Remote Sensing

Assessment of the AquaCrop Model for Use in Simulation of Irrigated Winter Wheat Canopy Cover, Biomass, and Grain Yield in the North China Plain

(2014) Xiu-liang Jin et al.   PLoS One

A red-edge spectral index for remote sensing estimation of green LAI over agroecosystems

(2013) J. Delegido et al.   EUROPEAN JOURNAL OF AGRONOMY

Hyperspectral canopy sensing of paddy rice aboveground biomass at different growth stages

(2013) Martin L. Gnyp et al.   FIELD CROPS RESEARCH

Twenty five years of remote sensing in precision agriculture: Key advances and remaining knowledge gaps

(2012) David J. Mulla   BIOSYSTEMS ENGINEERING

A comparison of three methods for estimating leaf area index of paddy rice from optimal hyperspectral bands

(2010) Fu-min Wang 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

Three decades of hyperspectral remote sensing of the Earth: A personal view

(2009) Alexander F.H. Goetz   REMOTE SENSING OF ENVIRONMENT

Retrieving Leaf Area Index (LAI) Using Remote Sensing: Theories, Methods and Sensors

(2009) Guang Zheng et al.   SENSORS

LAI and chlorophyll estimation for a heterogeneous grassland using hyperspectral measurements

(2008) Roshanak Darvishzadeh et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Progress in field spectroscopy

(2007) Edward J. Milton et al.   REMOTE SENSING OF ENVIRONMENT