Mapping stand age of rubber plantation using ALOS-2 polarimetric SAR data

Mapping stand age of rubber plantation using ALOS-2 polarimetric SAR data

This paper presents an evaluation on strategies for rubber plantation mapping employing SAR data coupled with Random Forest (RF) and Support Vector Machine (SVM). Linear backscatter coefficients achieved saturation point at about 10 years, making this form of polarimetric data being robust only for...

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Bibliographic Details
Main Author: Bambang H. Trisasongko
Format: Article
Language:English
Published: Taylor & Francis Group 2017-01-01
Series:European Journal of Remote Sensing
Subjects:
Random forest
rubber plantation
stand age
support vector machine
tuning parameters
variable importance
Online Access:http://dx.doi.org/10.1080/22797254.2017.1274569

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