Timber production assessment of a plantation forest: An integrated framework with field-based inventory, multi-source remote sensing data and forest management history
详细信息 查看全文
- 作者：Tian Gaoa ; b ; Jiaojun Zhua ; b ; jiaojunzhu@iae.ac.cn" class="auth_mail" title="E-mail the corresponding author ; zrms29@yahoo.com" class="auth_mail" title="E-mail the corresponding author ; Songqiu Dengc ; Xiao Zhenga ; b ; Jinxin Zhanga ; b ; Guiduo Shanga ; b ; d ; Liyan Huanga ; b ; d
- 关键词：Larch plantation ; Growing stock volume ; Harvested timber ; Age-class ; Radar backscatter ; ALOS PALSAR ; Landsat-8 OLI ; Random forest model ; Logging regime
- 刊名：International Journal of Applied Earth Observation and Geoinformation
- 出版年：2016
- 出版时间：October 2016
- 年：2016
- 卷：52
- 期：Complete
- 页码：155-165
- 全文大小：3463 K
文摘
- •
We establish a management process–based framework for modelling timber production.
- •
Timber production of the framework includes historical harvested & current timber.
- •
An empirical study to test the framework is conducted in larch plantations in Asia.
- •
Parameters of the framework are estimated by random forest and remote sensing data.
- •
We assess the historical harvested & current timber production for a 50 year period.