International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XXXIX-B8, 2012
XXII ISPRS Congress, 25 August — 01 September 2012, Melbourne, Australia
FOREST RESOURCE MANAGEMENT SYSTEM
BY STANDING TREE VOLUME ESTIMATION USING AERIAL STEREO PHOTOS
T. Kamiya*, H. Koizumi*, J. Wang*, A. Itaya®
* System Technologies Laboratories, NEC System Technologies, Ltd., 8916-47, Takayama, Ikoma, Nara 630-0101,
Japan - (kamiya-hxa, koizumi-hxa, wang-jxb)@necst.nec.co.jp
b Faculty of Bioresources, Mie University, 1577, Kurimamachiya, Tsu, Mie 5 14-8507, Japan - itaya@bio.mie-u.ac.jp
Commission VIII, WG VIII/7
KEY WORDS: Forestry, GIS, DSM/DTM, Aerial Photo, Stereo
ABSTRACT:
Forest resource management usually requires much human labour for the field survey to keep the data up-to-date especially for the
mountainous area. Furthermore, forest resources start to draw more and more attention not only as lumber resources but also as bio-
mass resources in terms of alternative energy. This paper describes a novel system for forest resource management based on three-
dimensional data acquired from stereo matching of aerial photographs. The proposed system consists of image analysis of aerial
photograph for forest resource estimation, and a GIS system aiming at better management of the forest resources. We have built a
prototype GIS system and applied it to the experiment forest in Mie prefecture, Japan.
1. INTRODUCTION
Forest resource management usually requires much human
labour. In Japan, local governments maintain the forest base
map based on the reports of private sectors or their own field
survey. It costs much to keep the data up-to-date especially for
mountainous area. Furthermore, forest resources start to draw
more and more attention not only as lumber resources but also
as bio-mass resources in terms of alternative energy.
Remote sensing technologies, such as aerial and satellite
photographs, are effective for forest resource management
because photographs can grasp the current status of forest in a
wide area immediately, especially meaningful for the places
where it is difficult to step in. But photographs can only show
two-dimensional information such as tree position. In
consideration of bio-mass resources, information related to
forest volume such as tree height is also necessary.
This paper describes a novel system for forest resource
management based on three-dimensional data acquired from
stereo matching of aerial photographs. The system aims to
reduce human labour for the field survey by resource estimation
from aerial photographs.
2. BACKGROUND
Up to now, there have been many researches related to forest
information estimation by image analysis in forestry field, such
as satellite image analysis for land cover classification
(Colstoun, 2003), or analysis of thinning effect on a forest
based on forest canopy density information (Itaya, 2007). But
most of the researches only implement 2D image analysis, so it
is hard to widely estimate the tree volume by them. Some other
researches estimate the tree volume from the crown area
estimated by 2D image analysis (Hirata, 2008). But these
researches use relational expression between the crown area and
the tree height obtained from the field survey to estimate the
tree volume. In the practical case, only one relational
expression can hardly reflect the condition of the whole vast
forest. Thus, utilization of 3D data is essential to estimate the
tree volume.
There are also some researchers using LIDAR to acquire tree
height for estimating forest information. The research of Means
et al. shows the possibility of estimating the tree volume from
the tree height and the tree crown by LIDAR (Means, 2000).
Though LIDAR can acquire the tree height in high accuracy, it
is hard to estimate the tree species and tree density in LIDAR
data. In this sense, it is hard to expect accurate estimation of
forest resource by LIDAR. Furthermore, LIDAR has a problem
of high cost.
3. FOREST RESOURCE MANAGEMENT SYSTEM
This paper proposes the forest resource management system
using 3D data. Figure 1 shows the conceptual diagram of the
system.
Aerial Forest Resource
Photograph Forest Resource
Management System
Figure 1. Conceptual Diagram of Forest Resource Management
System
Forest 3D Model
The proposed system consists of two stages. The first stage is
image analysis of aerial photograph for forest resource
estimation and the second stage is a GIS system aiming at better
management of the forest resources including the function of
road planning.