Tree Species Classification of the UNESCO Man and the Biosphere Karkonoski National Park (Poland) Using Artificial Neural Networks and APEX Hyperspectral Images

Classification of High-Mountain Vegetation Communities within a Diverse Giant Mountains Ecosystem Using Airborne APEX Hyperspectral Imagery

(2018) et al.   Remote Sensing

The Impact of Tourist Traffic on the Condition and Cell Structures of Alpine Swards

(2018) Marlena Kycko et al.   Remote Sensing

A new deep convolutional neural network for fast hyperspectral image classification

(2017) M.E. Paoletti et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessment of Hyperspectral Remote Sensing for Analyzing the Impact of Human Trampling on Alpine Swards

(2017) Marlena Kycko et al.   MOUNTAIN RESEARCH AND DEVELOPMENT

Classification of Tundra Vegetation in the Krkonoše Mts. National Park Using APEX, AISA Dual and Sentinel-2A Data

(2017) Lucie Kupková et al.   European Journal of Remote Sensing

Comparison of support vector machine, random forest and neural network classifiers for tree species classification on airborne hyperspectral APEX images

(2017) Edwin Raczko et al.   European Journal of Remote Sensing

Intraspecific Differences in Spectral Reflectance Curves as Indicators of Reduced Vitality in High-Arctic Plants

(2017) Bogdan Zagajewski et al.   Remote Sensing

One-Dimensional Convolutional Neural Network Land-Cover Classification of Multi-Seasonal Hyperspectral Imagery in the San Francisco Bay Area, California

(2017) Daniel Guidici et al.   Remote Sensing

Individual Tree Species Classification From Airborne Multisensor Imagery Using Robust PCA

(2016) Juheon Lee et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

An application of tree species classification using high-resolution remote sensing image based on the rough set theory

(2016) Yi Zeng et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Review of studies on tree species classification from remotely sensed data

(2016) Fabian Ewald Fassnacht et al.   REMOTE SENSING OF ENVIRONMENT

Tree Species Abundance Predictions in a Tropical Agricultural Landscape with a Supervised Classification Model and Imbalanced Data

(2016) Sarah Graves et al.   Remote Sensing

Tree Species Classification Using Hyperspectral Imagery: A Comparison of Two Classifiers

(2016) Laurel Ballanti et al.   Remote Sensing

Comparison of Tree Species Classifications at the Individual Tree Level by Combining ALS Data and RGB Images Using Different Algorithms

(2016) Songqiu Deng et al.   Remote Sensing

Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network

(2015) Yushi Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Operational Tree Species Mapping in a Diverse Tropical Forest with Airborne Imaging Spectroscopy

(2015) Claire A. Baldeck et al.   PLoS One

Assessing forest inventory information obtained from different inventory approaches and remote sensing data sources

(2014) Even Bergseng et al.   ANNALS OF FOREST SCIENCE

An evaluation of the bihyperbolic function in the optimization of the backpropagation algorithm

(2014) Geraldo Miguez et al.   International Transactions in Operational Research

A framework for mapping tree species combining hyperspectral and LiDAR data: Role of selected classifiers and sensor across three spatial scales

(2013) Aniruddha Ghosh et al.   International Journal of Applied Earth Observation and Geoinformation

Commercial tree species discrimination using airborne AISA Eagle hyperspectral imagery and partial least squares discriminant analysis (PLS-DA) in KwaZulu–Natal, South Africa

(2013) Kabir Yunus Peerbhay et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Tree crown delineation and tree species classification in boreal forests using hyperspectral and ALS data

(2013) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Spectral reflectance properties of healthy and stressed coniferous trees

(2013) G Masaitis et al.   iForest-Biogeosciences and Forestry

Tree Species Classification in Boreal Forests With Hyperspectral Data

(2012) Michele Dalponte et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Tree Species Discrimination in Tropical Forests Using Airborne Imaging Spectroscopy

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

A comparative analysis of high spatial resolution IKONOS and WorldView-2 imagery for mapping urban tree species

(2012) Ruiliang Pu et al.   REMOTE SENSING OF ENVIRONMENT

Spectroscopy of canopy chemicals in humid tropical forests

(2011) Gregory P. Asner et al.   REMOTE SENSING OF ENVIRONMENT

APEX - the Hyperspectral ESA Airborne Prism Experiment

(2008) Klaus Itten et al.   SENSORS