ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Download
Share
Publications Copernicus
Search conference papers
Download
PDF XML
Citation
Share
Articles | Volume V-3-2022
Articles | Volume V-3-2022
https://doi.org/10.5194/isprs-annals-V-3-2022-485-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-annals-V-3-2022-485-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume V-3-2022
17 May 2022
 | 17 May 2022

EVALUATING PIXEL-BASED AND OBJECT-BASED APPROACHES FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING A COMBINATION OF OPTICAL, SAR, AND AN EXTREME GRADIENT BOOSTING MODEL

H. Tamiminia, B. Salehi, M. Mahdianpari, C. M. Beier, and L. Johnson

Related authors

A COMPARATIVE ANALYSIS OF PIXEL-BASED AND OBJECT-BASED APPROACHES FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING RANDOM FOREST MODEL
H. Tamiminia, B. Salehi, M. Mahdianpari, C. M. Beier, and L. Johnson
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-M-2-2022, 191–196, https://doi.org/10.5194/isprs-archives-XLVI-M-2-2022-191-2022,https://doi.org/10.5194/isprs-archives-XLVI-M-2-2022-191-2022, 2022
A COMPARISON OF RANDOM FOREST AND LIGHT GRADIENT BOOSTING MACHINE FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING A COMBINATION OF LANDSAT, ALOS PALSAR, AND AIRBORNE LIDAR DATA
H. Tamiminia, B. Salehi, M. Mahdianpari, C. M. Beier, L. Johnson, and D. B. Phoenix
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIV-M-3-2021, 163–168, https://doi.org/10.5194/isprs-archives-XLIV-M-3-2021-163-2021,https://doi.org/10.5194/isprs-archives-XLIV-M-3-2021-163-2021, 2021