Classification of tree species in a heterogeneous urban environment using object-based ensemble analysis and World View-2 satellite imagery

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Implementation of machine-learning classification in remote sensing: an applied review

Aaron E. Maxwell, Timothy A. Warner, Fang Fang · International Journal of Remote Sensing · 2018 · 1.9K citations · Full text

Computing, Computer Science, Feature Engineering +16

Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery

Soe W. Myint, Patricia Gober, Anthony J. Brazel et al. · Remote Sensing of Environment · 2011 · 1.2K citations

Computing, Geoinformatics, Computer Vision +15

A systematic quantitative review of urban tree benefits, costs, and assessment methods across cities in different climatic zones

Sudipto Roy, Jason Byrne, Catherine Marina Pickering · Urban forestry & urban greening · 2012 · 1K citations · Full text

Natural Resources, Urban Planning, Urban Studies +17

Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data

Markus Immitzer, Clement Atzberger, Tatjana Koukal · Remote Sensing · 2012 · 757 citations · Full text

Natural Resources, Ecology, Forestry +17