Hyperspectral Classification of Plants: A Review of Waveband Selection Generalisability

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

(2018) Edwin Raczko et al.   Remote Sensing

Discrimination of rice genotypes using field spectroradiometry

(2018) Bappa Das et al.   Geocarto International

Identifying Mangrove Species Using Field Close-Range Snapshot Hyperspectral Imaging and Machine-Learning Techniques

(2018) Jingjing Cao et al.   Remote Sensing

Accuracies Achieved in Classifying Five Leading World Crop Types and their Growth Stages Using Optimal Earth Observing-1 Hyperion Hyperspectral Narrowbands on Google Earth Engine

(2018) Itiya Aneece et al.   Remote Sensing

Bayesian discriminant analysis of plant leaf hyperspectral reflectance for identification of weeds from cabbages

(2016) Deng Wei et al.   African Journal of Agricultural Research

The use of airborne hyperspectral data for tree species classification in a species-rich Central European forest area

(2016) Ronny Richter et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data

(2016) Matheus Pinheiro Ferreira et al.   REMOTE SENSING OF ENVIRONMENT

Review of studies on tree species classification from remotely sensed data

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

Assessment of Red-Edge Position Extraction Techniques: A Case Study for Norway Spruce Forests Using HyMap and Simulated Sentinel-2 Data

(2016) Asa Gholizadeh et al.   Forests

Distinguishing Early Successional Plant Communities Using Ground-Level Hyperspectral Data

(2015) Itiya Aneece et al.   Remote Sensing

Field Spectroscopy in the VNIR-SWIR Region to Discriminate between Mediterranean Native Plants and Exotic-Invasive Shrubs Based on Leaf Tannin Content

(2015) Jan Lehmann et al.   Remote Sensing

Weed and crop discrimination using hyperspectral image data and reduced bandsets

(2014) P.R. Eddy et al.   CANADIAN JOURNAL OF REMOTE SENSING

Comparison of Feature Reduction Algorithms for Classifying Tree Species With Hyperspectral Data on Three Central European Test Sites

(2014) Fabian E. Fassnacht et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Automatic discrimination of grapevine (Vitis vinifera L.) clones using leaf hyperspectral imaging and partial least squares

(2014) A. M. FERNANDES et al.   JOURNAL OF AGRICULTURAL SCIENCE

Urban tree species mapping using hyperspectral and lidar data fusion

(2014) Michael Alonzo et al.   REMOTE SENSING OF ENVIRONMENT

Can flowers provide better spectral discrimination between herbaceous wetland species than leaves?

(2014) John W. Gross et al.   Remote Sensing Letters

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

(2014) Kurt Prospere et al.   Remote Sensing

Selection of Hyperspectral Narrowbands (HNBs) and Composition of Hyperspectral Twoband Vegetation Indices (HVIs) for Biophysical Characterization and Discrimination of Crop Types Using Field Reflectance and Hyperion/EO-1 Data

(2013) Prasad S. Thenkabail et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Classification of Australian Native Forest Species Using Hyperspectral Remote Sensing and Machine-Learning Classification Algorithms

(2013) Xiao Shang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Forest tree species discrimination in western Himalaya using EO-1 Hyperion

(2013) Rajee George et al.   International Journal of Applied Earth Observation and Geoinformation

Spectral discrimination of giant reed (Arundo donax L.): A seasonal study in riparian areas

(2013) Maria Rosário Fernandes et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

Analyzing the spectral variability of tropical tree species using hyperspectral feature selection and leaf optical modeling

(2013) Matheus Pinheiro Ferreira et al.   Journal of Applied Remote Sensing

Comparison of the Different Classifiers in Vegetation Species Discrimination Using Hyperspectral Reflectance Data

(2013) Yuanyong Dian et al.   Journal of the Indian Society of Remote Sensing

Hyperspectral versus multispectral crop-productivity modeling and type discrimination for the HyspIRI mission

(2013) Isabella Mariotto et al.   REMOTE SENSING OF ENVIRONMENT

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

Discrimination of Seagrass Species and Cover Classes within situHyperspectral Data

(2012) Ruiliang Pu et al.   JOURNAL OF COASTAL RESEARCH

Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data

(2012) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Feature selection using support vector machines and bootstrap methods for ventricular fibrillation detection

(2011) Felipe Alonso-Atienza et al.   EXPERT SYSTEMS WITH APPLICATIONS

Discriminating the papyrus vegetation (Cyperus papyrus L.) and its co-existent species using random forest and hyperspectral data resampled to HYMAP

(2011) E. M. Adam et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Feature Selection for Classification of Hyperspectral Data by SVM

(2010) Mahesh Pal et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Improving Discrimination of Savanna Tree Species Through a Multiple-Endmember Spectral Angle Mapper Approach: Canopy-Level Analysis

(2010) Moses Azong Cho et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Employing ground-based spectroscopy for tree-species differentiation in the Gulf Islands National Park Reserve

(2010) Trevor G. Jones et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Sources of variability in canopy reflectance and the convergent properties of plants

(2010) S. V. Ollinger   NEW PHYTOLOGIST

Leaf level experiments to discriminate between eucalyptus species using high spectral resolution reflectance data: use of derivatives, ratios and vegetation indices

(2010) Lalit Kumar et al.   Geocarto International

Broadleaf species recognition with in situ hyperspectral data

(2009) Ruiliang Pu   INTERNATIONAL JOURNAL OF REMOTE SENSING

Spectral discrimination of papyrus vegetation (Cyperus papyrus L.) in swamp wetlands using field spectrometry

(2009) Elhadi Adam et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Using hyperspectral satellite imagery for regional inventories: a test with tropical emergent trees in the Amazon Basin

(2009) M. Papeş et al.   JOURNAL OF VEGETATION SCIENCE

The role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas

(2009) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Characterizing canopy biochemistry from imaging spectroscopy and its application to ecosystem studies

(2009) Raymond F. Kokaly et al.   REMOTE SENSING OF ENVIRONMENT

View angle effects on the discrimination of soybean varieties and on the relationships between vegetation indices and yield using off-nadir Hyperion data

(2009) Lênio Soares Galvão et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of plant water content by spectral absorption features centered at 1,450 nm and 1,940 nm regions

(2008) Jie Wang et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

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