Woody biovolume extraction from laser scanned trees

نویسنده

  • ALEXANDER BUCKSCH
چکیده

Biomass extraction from indiviual trees measured by terrestrial laser scanning is a valuable tool for forestry and for orchard plantations to extract the economic and ecological parameters of trees. The focus of this paper is to extract the woody biovolume from laser scanned trees based on the SkelTreSkeleton, which is a skeletal structure description. State of the art research proposed skeletons to extract parameters like branch length and branch diameters from trees on the basis of the SkelTre-Skeleton (Bucksch et al. 2010), from trerrestrial LiDAR measurements. In this paper we report on the fully automatic and purely laser-scan derived biovolume extraction of two collected evaluation scenarios: 1.) six leafless orchard apple trees 2.) two European beech trees in a forest Validation measurements on 6 apple trees comprise the lengths and diameters of all branch segments of their canopies, but not their specific weight so that biovolumes can be compared. The beech tree biovolumes are derived from an allometric relation of tree height, breast height diameter and the known density of the beech wood (Rademacher et al. 2009) We apply this method in order to assess the biovolume fractions of branch diameter classes in the tree crowns of 3m high apple trees as well as those of 20m high beech trees in the leafless stage in winter. The results show that for the six apple trees the difference in biovolume between automatic and field measurement is 1.18 litres on average. For the beech trees huge differences were derived demanding better field data to draw actual conclusions from it.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Automated Detection of Branch Dimensions in Woody Skeletons of Fruit Tree Canopies

Modeling the 3D canopy structure of trees provides the structural mapping capability on which to assign distributed values of light-driven physiological processes in tree canopies. We evaluate the potential of automatically extracted skeletons from terrestrial lidar data as a basis for modeling canopy structure. The automatic and species independent evaluation method for lidar data of trees is ...

متن کامل

Determining Characteristic Vegetation Areas by Terrestrial Laser Scanning for Floodplain Flow Modeling

Detailed modeling of floodplain flows and associated processes requires data on mixed, heterogeneous vegetation at river reach scale, though the collection of vegetation data is typically limited in resolution or lack spatial information. This study investigates physically-based characterization of mixed floodplain vegetation by means of terrestrial laser scanning (TLS). The work aimed at devel...

متن کامل

A micromethod for high throughput RNA extraction in forest trees.

A large quantity of high quality RNA is often required in the analysis of gene expression. However, RNA extraction from samples taken from woody plants is generally complex, and represents the main limitation to study gene expression, particularly in refractory species like conifers. Standard RNA extraction protocols are available but they are highly time consuming, and not adapted to large sca...

متن کامل

Automatic 3D Feature Extraction from Structuralized LIDAR Data

Abstract: LIDAR, or laser scanning, is capable of collecting accurate 3D coordinates of scanned points densely and sub-randomly distributed on scanned object surfaces. The huge amount of 3D points implies abundant recessive spatial information which can be turned into dominant information through various data processing methods. To explore valuable spatial information from LIDAR data automatica...

متن کامل

A possible approach for gel-based proteomic studies in recalcitrant woody plants

Woody plants are particularly difficult to investigate due to high phenolic, resin, and tannin contents and laborious sample preparation. In particular, protein isolation from woody plants for two-dimensional gel electrophoresis (2-DE) is challenging as secondary metabolites negatively interfere with protein extraction and separation. In this study, three protein extraction protocols, using TCA...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013