The Utility of AISA Eagle Hyperspectral Data and Random Forest Classifier for Flower Mapping

Classification of crops across heterogeneous agricultural landscape in Kenya using AisaEAGLE imaging spectroscopy data

(2015) Rami Piiroinen et al.   International Journal of Applied Earth Observation and Geoinformation

Application of hyperspectral remote sensing for flower mapping in African savannas

(2015) Tobias Landmann et al.   REMOTE SENSING OF ENVIRONMENT

Honey bee success predicted by landscape composition in Ohio, USA

(2015) DB Sponsler et al.   PeerJ

Uncertainties of LAI estimation from satellite imaging due to atmospheric correction

(2014) T. Mannschatz et al.   REMOTE SENSING OF ENVIRONMENT

Plant Species Discrimination in a Tropical Wetland Using In Situ Hyperspectral Data

(2014) Kurt Prospere et al.   Remote Sensing

Determining the susceptibility ofEucalyptus nitensforests toCoryphodema tristis(cossid moth) occurrence in Mpumalanga, South Africa

(2013) Elhadi Adam et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

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

Detecting Sirex noctilio grey-attacked and lightning-struck pine trees using airborne hyperspectral data, random forest and support vector machines classifiers

(2013) Elfatih M. Abdel-Rahman et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Comparison of Productivity of Colonies of Honey Bees,Apis mellifera, Supplemented with Sucrose or High Fructose Corn Syrup

(2013) Diana Sammataro et al.   JOURNAL OF INSECT SCIENCE

Collinearity: a review of methods to deal with it and a simulation study evaluating their performance

(2012) Carsten F. Dormann et al.   ECOGRAPHY

Tree Species Discrimination in Tropical Forests Using Airborne Imaging Spectroscopy

(2012) Jean-Baptiste Feret et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

Classification of savanna tree species, in the Greater Kruger National Park region, by integrating hyperspectral and LiDAR data in a Random Forest data mining environment

(2012) L. Naidoo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Mapping tree species composition in South African savannas using an integrated airborne spectral and LiDAR system

(2012) Moses Azong Cho et al.   REMOTE SENSING OF ENVIRONMENT

Making better use of accuracy data in land change studies: Estimating accuracy and area and quantifying uncertainty using stratified estimation

(2012) Pontus Olofsson et al.   REMOTE SENSING OF ENVIRONMENT

Mapping of hyperspectral AVIRIS data using machine-learning algorithms

(2011) Björn Waske et al.   CANADIAN JOURNAL OF REMOTE SENSING

A comparison of pixel-based and object-oriented approaches to VHR imagery for mapping saltmarsh plants

(2011) Zu-Tao Ouyang et al.   Ecological Informatics

Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment

(2011) Robert Gilmore Pontius et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Forest Habitat Conservation in Africa Using Commercially Important Insects

(2010) Suresh Kumar Raina et al.   Annual Review of Entomology

Landscape enhancement of floral resources for honey bees in agro-ecosystems

(2010) Axel Decourtye et al.   APIDOLOGIE

Colony Collapse Disorder in context

(2010) Geoffrey R. Williams et al.   BIOESSAYS

Relevance of airborne lidar and multispectral image data for urban scene classification using Random Forests

(2010) Li Guo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

On the application of the MODTRAN4 atmospheric radiative transfer code to optical remote sensing

(2009) Luis Guanter et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Recent advances in techniques for hyperspectral image processing

(2009) Antonio Plaza et al.   REMOTE SENSING OF ENVIRONMENT

Atmospheric correction algorithms for hyperspectral remote sensing data of land and ocean

(2009) Bo-Cai Gao et al.   REMOTE SENSING OF ENVIRONMENT

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

(2008) Alexander Statnikov et al.   BMC BIOINFORMATICS

Indicator of flower status derived from in situ hyperspectral measurement in an alpine meadow on the Tibetan Plateau

(2008) Jin Chen et al.   ECOLOGICAL INDICATORS

Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery

(2008) Jonathan Cheung-Wai Chan et al.   REMOTE SENSING OF ENVIRONMENT