Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data
详细信息 查看全文
- 作者：Matheus Pinheiro Ferreiraa ; pferreira.matheus@gmail.com" class="auth_mail" title="E-mail the corresponding author ; Maciel Zorteab ; mzortea@gmail.com" class="auth_mail" title="E-mail the corresponding author ; Daniel Capella Zanottac ; daniel.zanotta@riogrande.ifrs.edu.br" class="auth_mail" title="E-mail the corresponding author ; Yosio Edemir Shimabukuroa ; yosio@dsr.inpe.br" class="auth_mail" title="E-mail the corresponding author ; Carlos Roberto de Souza Filhod ; beto@ige.unicamp.br" class="auth_mail" title="E-mail the corresponding author
- 关键词：Brazilian Atlantic Forest ; Imaging spectroscopy ; WorldView-3 ; Classification ; Individual tree crowns
- 刊名：Remote Sensing of Environment
- 出版年：2016
- 出版时间：15 June 2016
- 年：2016
- 卷：179
- 期：Complete
- 页码：66-78
- 全文大小：2231 K
文摘
- •
Climax and pioneering tree species were mapped in the Brazilian Atlantic Forest Biome.
- •
Airborne hyperspectral and multispectral data in the 400–2400 nm range were used.
- •
Shortwave infrared bands (SWIR, 1045–2400 nm) increased discrimination accuracies.
- •
Reliable species maps were produced using an object-oriented approach.
- •
Keystone species such as C.legalis and A. polyneuron could be accurately located.