Bayesian and Classical Machine Learning Methods: A Comparison for Tree Species Classification with LiDAR Waveform Signatures

Author： Zhou Tan Popescu Sorin C. Lawing A. Michelle Eriksson Marian Strimbu Bogdan M. Bürkner Paul C.

Publisher： MDPI

E-ISSN： 2072-4292|10|1|39-39

ISSN： 2072-4292

Source： Remote Sensing, Vol.10, Iss.1, 2017-12, pp. : 39-39

Access to resources Favorite

Disclaimer: Any content in publications that violate the sovereignty, the constitution or regulations of the PRC is not accepted or approved by CNPIEC.

Previous Menu Next

Abstract

Related content

Mapping Savanna Tree Species at Ecosystem Scales Using Support Vector Machine Classification and BRDF Correction on Airborne Hyperspectral and LiDAR Data

By Colgan Matthew S. Baldeck Claire A. Féret Jean-Baptiste Asner Gregory P.

Remote Sensing, Vol. 4, Iss. 11, 2012-11 ,pp. : 3462-3480

MDPI

Access to resources Recommend Favorite

Hybrid Ensemble Classification of Tree Genera Using Airborne LiDAR Data

By Ko Connie Sohn Gunho Remmel Tarmo K. Miller John

Remote Sensing, Vol. 6, Iss. 11, 2014-11 ,pp. : 11225-11243

MDPI

Access to resources Recommend Favorite

A Comparison of Two Open Source LiDAR Surface Classification Algorithms

By Tinkham Wade T. Huang Hongyu Smith Alistair M. S. Shrestha Rupesh Falkowski Michael J. Hudak Andrew T. Link Timothy E. Glenn Nancy F. Marks Danny G.

Remote Sensing, Vol. 3, Iss. 3, 2011-03 ,pp. : 638-649

MDPI

Access to resources Recommend Favorite

Data-Driven Approach to Benthic Cover Type Classification Using Bathymetric LiDAR Waveform Analysis

By Kumpumäki Teemu Ruusuvuori Pekka Kangasniemi Ville Lipping Tarmo

Remote Sensing, Vol. 7, Iss. 10, 2015-10 ,pp. : 13390-13409

MDPI

Access to resources Recommend Favorite

Maximizing the Diversity of Ensemble Random Forests for Tree Genera Classification Using High Density LiDAR Data

By Ko Connie Sohn Gunho Remmel Tarmo K. Miller John R.

Remote Sensing, Vol. 8, Iss. 8, 2016-08 ,pp. : 646-646

MDPI

Access to resources Recommend Favorite