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

Parametric methods for comparing the performance of two classification algorithms evaluated by k-fold cross validation on multiple data sets

(2017) Tzu-Tsung Wong   PATTERN RECOGNITION

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

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

Estimating the crop leaf area index using hyperspectral remote sensing

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

Empirical Prediction of Leaf Area Index (LAI) of Endangered Tree Species in Intact and Fragmented Indigenous Forests Ecosystems Using WorldView-2 Data and Two Robust Machine Learning Algorithms

(2016) Galal Omer et al.   Remote Sensing

Predicting Grassland Leaf Area Index in the Meadow Steppes of Northern China: A Comparative Study of Regression Approaches and Hybrid Geostatistical Methods

(2016) Zhenwang Li et al.   Remote Sensing

Brown and green LAI mapping through spectral indices

(2015) Jesús Delegido et al.   International Journal of Applied Earth Observation and Geoinformation

Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance

(2015) Helge Aasen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

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

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

Exploring the Best Hyperspectral Features for LAI Estimation Using Partial Least Squares Regression

(2014) Xinchuan Li et al.   Remote Sensing

Inversion of the PROSAIL model to estimate leaf area index of maize, potato, and sunflower fields from unmanned aerial vehicle hyperspectral data

(2013) Si-Bo Duan et al.   International Journal of Applied Earth Observation and Geoinformation

Detection of diurnal variation in orchard canopy water content using MODIS/ASTER airborne simulator (MASTER) data

(2013) Tao Cheng et al.   REMOTE SENSING OF ENVIRONMENT

LAI assessment of wheat and potato crops by VENμS and Sentinel-2 bands

(2011) I. Herrmann 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

Bayesian Network Modeling for Improving Forest Growth Estimates

(2010) Yaseen T. Mustafa et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Retrieval of Leaf Area Index from CHRIS/PROBA data: an analysis of the directional and spectral information content

(2008) F. Vuolo et al.   INTERNATIONAL JOURNAL OF 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

Remote sensing of the distribution and abundance of host species for spruce budworm in Northern Minnesota and Ontario

(2008) P WOLTER et al.   REMOTE SENSING OF ENVIRONMENT