Recent

Publications:
Tree species classification in discrete-return LiDAR data - Submitted.
LiDAR in the assesment of mire surface patterns, vegetation, and habitats. Forest Ecology and Management.
Small-footprint, discrete-return LiDAR in tree species recognition. ISPRS Hannover Workshop.
Appraisal of seedling stand vegetation with airborne imagery and discrete-return LiDAR. Silva Fennica pdf
Mapping of understory lichens with airborne discrete-return LiDAR data, Remote sensing of Environment. powerpoint.

Teaching: Photogrammetric forest inventory MARV4/2-07, Forest mensuration MARV1-08,  MARV1-09
NOVA-Mekrijärvi: The advanced use of 3D high resolution remote sensing data in forest inventory.

Talks: Photogrammetric-geodetic tree mapping 270308 pdf. Remote sensing in Forestry 070508 pdf.
Mapping of understory lichens with LiDAR, Physense-seminar 030608 pdf.
Yksittäisten puiden inventointi laser- ja ilmakuva-aineistosta, Evo-seminaari 251108, pdf.
Hyytiälä RS experiment. FGI Kirkkonummi, 12052009, pdf.
Using discrete-return small-footprint LiDAR for tree species recognition, MMVAR colloquim, 08052009, pdf.

Field measurement campaign of 2009: Understory trees and growth & yield plots, BLOG

I used to be, in 2006-2009, the editor of PileUP! Newsletter that had 1500-3000 readers: html
Google-Hyytiälä, Hyytiälä forests and landscape changes as witnessed by aerial images [in Finnish]:html, svg, avi
I maintain a web-index of the Hyytiälä Remote Sensing Experiment: html