i) SINGLE-TREE REMOTE SENSING - STRS consists of the tasks

- the 3D mapping of trees,
- the species recognition,
- the measurement of crown dimensions / foliage density and
- the estimation of the stem dimensions using allometry 

Two demo-videos of STRS: AVI-1.3 Mb, AVI2 270kb, Download codecs.

My PhD-thesis was about photogrammetric STRS, here's the pdf by Silva Fennica.
Currently I'm working with the co-use of images that give a high sampling rate and spectral information with LiDAR
that I characterize by `the ease of 3D´ and 'full control of time-stamped photons'.

A tree in Hyytiälä

A forest inventory project applying STRS-methods that I developed.

Method development within STRS:

Monoplotting-principle for semiautomatic tree positioning
- ADS40-SH2 line camera images for enhanced tree species recognition
- Using LiDAR to measure scatterer-free volume in canopies to support
  actual tree detection ("No-tree volume" defines the "with-trees volume")
- Full waveform LiDAR features in species detection.