A Novel Principal Component Analysis Method for the Reconstruction of Leaf Reflectance Spectra and Retrieval of Leaf Biochemical Contents

Hyperspectral dimensionality reduction for biophysical variable statistical retrieval

(2017) Juan Pablo Rivera-Caicedo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

PROSPECT-D: Towards modeling leaf optical properties through a complete lifecycle

(2017) J.-B. Féret et al.   REMOTE SENSING OF ENVIRONMENT

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

Multitemporal and multiresolution leaf area index retrieval for operational local rice crop monitoring

(2016) Manuel Campos-Taberner et al.   REMOTE SENSING OF ENVIRONMENT

Leaf Chlorophyll Content Estimation of Winter Wheat Based on Visible and Near-Infrared Sensors

(2016) Jianfeng Zhang et al.   SENSORS

Mapping Leaf Area Index With a Smartphone and Gaussian Processes

(2015) Manuel Campos-Taberner et al.   IEEE Geoscience and Remote Sensing Letters

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

Developing a PCA–ANN Model for Predicting Chlorophyll a Concentration from Field Hyperspectral Measurements in Dianshan Lake, China

(2015) Liguo Zhou et al.   Water Quality Exposure and Health

Detection of Internal Leaf Structure Deterioration Using a New Spectral Ratio Index in the Near-Infrared Shoulder Region

(2014) Liang-yun LIU et al.   Journal of Integrative Agriculture

A fast and sensitive new satellite SO2retrieval algorithm based on principal component analysis: Application to the ozone monitoring instrument

(2013) Can Li et al.   GEOPHYSICAL RESEARCH LETTERS

Retrieval of Biophysical Parameters With Heteroscedastic Gaussian Processes

(2013) Miguel Lazaro-Gredilla et al.   IEEE Geoscience and Remote Sensing Letters

Deriving leaf mass per area (LMA) from foliar reflectance across a variety of plant species using continuous wavelet analysis

(2013) Tao Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Remote sensing of canopy chemistry

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

Hyperspectral remote sensing of foliar nitrogen content

(2012) Y. Knyazikhin et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Large-scale leaf area index inversion algorithms from high-resolution airborne imagery

(2011) Alemu Gonsamo et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Optimizing spectral indices and chemometric analysis of leaf chemical properties using radiative transfer modeling

(2011) Jean-Baptiste Féret et al.   REMOTE SENSING OF ENVIRONMENT

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

Denoising of Hyperspectral Imagery Using Principal Component Analysis and Wavelet Shrinkage

(2010) Guangyi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Detection of leaf and canopy EWT by calculating REWT from reflectance spectra

(2010) Liangyun Liu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The potential of the MERIS Terrestrial Chlorophyll Index for carbon flux estimation

(2010) A. Harris et al.   REMOTE SENSING OF ENVIRONMENT

Towards estimation of canopy foliar biomass with spectral reflectance measurements

(2010) Lingli Wang et al.   REMOTE SENSING OF ENVIRONMENT

Spectroscopic determination of leaf water content using continuous wavelet analysis

(2010) T. Cheng et al.   REMOTE SENSING OF ENVIRONMENT

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

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

Enhanced Automated Canopy Characterization from Hyperspectral Data by a Novel Two Step Radiative Transfer Model Inversion Approach

(2009) Wouter Dorigo et al.   Remote Sensing

LAI and chlorophyll estimation for a heterogeneous grassland using hyperspectral measurements

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

PROSPECT-4 and 5: Advances in the leaf optical properties model separating photosynthetic pigments

(2008) Jean-Baptiste Feret et al.   REMOTE SENSING OF ENVIRONMENT