Forestry parameter retrieval from texture in CARABAS VHF-band SAR images

Terhikki Manninen; Lars M.H. Ulander

doi:10.1109/36.974997

Forestry parameter retrieval from texture in CARABAS VHF-band SAR images

Terhikki Manninen, Lars M.H. Ulander

VTT Technical Research Centre of Finland

Research output: Contribution to journal › Article › Scientific › peer-review

14 Citations (Scopus)

Abstract

Methods for retrieval of the stem volume, dominant tree height, and dominant tree diameter values using CARABAS images are presented. Both intensity and its texture can be used, but texture detects sparse, low stem volume forests overlooked by the intensity. The texture parameters used are the zero and first-order constants of the log-log regression of the standard deviation of the intensity and the distance over which it is determined. The accuracy of the stem volume estimates is of the order of the ground truth. The dominant diameter and height values are less accurate.

Original language	English
Pages (from-to)	2622-2633
Journal	IEEE Transactions on Geoscience and Remote Sensing
Volume	39
Issue number	12
DOIs	https://doi.org/10.1109/36.974997
Publication status	Published - 2001
MoE publication type	A1 Journal article-refereed

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Manninen, T., & Ulander, L. M. H. (2001). Forestry parameter retrieval from texture in CARABAS VHF-band SAR images. IEEE Transactions on Geoscience and Remote Sensing, 39(12), 2622-2633. https://doi.org/10.1109/36.974997

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abstract = "Methods for retrieval of the stem volume, dominant tree height, and dominant tree diameter values using CARABAS images are presented. Both intensity and its texture can be used, but texture detects sparse, low stem volume forests overlooked by the intensity. The texture parameters used are the zero and first-order constants of the log-log regression of the standard deviation of the intensity and the distance over which it is determined. The accuracy of the stem volume estimates is of the order of the ground truth. The dominant diameter and height values are less accurate.",

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AB - Methods for retrieval of the stem volume, dominant tree height, and dominant tree diameter values using CARABAS images are presented. Both intensity and its texture can be used, but texture detects sparse, low stem volume forests overlooked by the intensity. The texture parameters used are the zero and first-order constants of the log-log regression of the standard deviation of the intensity and the distance over which it is determined. The accuracy of the stem volume estimates is of the order of the ground truth. The dominant diameter and height values are less accurate.

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