Estimation of Aboveground Biomass Using Manual Stereo Viewing of Digital Aerial Photographs in Tropical Seasonal Forest
The objectives of this study are to: (1) evaluate accuracy of tree height measurements of manual stereo viewing on a computer display using digital aerial photographs compared with airborne LiDAR height measurements; and (2) develop an empirical model to estimate stand-level aboveground biomass with variables derived from manual stereo viewing on the computer display in a Cambodian tropical seasonal forest. We evaluate observation error of tree height measured from the manual stereo viewing, based on field measurements. RMSEs of tree height measurement with manual stereo viewing and LiDAR were 1.96 m and 1.72 m, respectively. Then, stand-level aboveground biomass is regressed against tree height indices derived from the manual stereo viewing. We determined the best model to estimate aboveground biomass in terms of the Akaike’s information criterion. This was a model of mean tree height of the tallest five trees in each plot (R<sup>2</sup> = 0.78; RMSE = 58.18 Mg/ha). In conclusion, manual stereo viewing on the computer display can measure tree height accurately and is useful to estimate aboveground stand biomass.
Year of publication: |
2014
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Authors: | Shimizu, Katsuto ; Ota, Tetsuji ; Kajisa, Tsuyoshi ; Mizoue, Nobuya ; Yoshida, Shigejiro ; Takao, Gen ; Hirata, Yasumasa ; Furuya, Naoyuki ; Sano, Takio ; Heng, Sokh ; Vuthy, Ma |
Published in: |
Land. - MDPI, Open Access Journal, ISSN 2073-445X. - Vol. 3.2014, 4, p. 1270-1283
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Publisher: |
MDPI, Open Access Journal |
Subject: | aerial photograph | REDD+ | stereo viewing | tropical forest | Cambodia |
Saved in:
freely available
Extent: | application/pdf text/html |
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Type of publication: | Article |
Classification: | Q15 - Land Ownership and Tenure; Land Reform; Land Use; Irrigation ; Q2 - Renewable Resources and Conservation; Environmental Management ; Q24 - Land ; Q28 - Government Policy ; Q5 - Environmental Economics ; R14 - Land Use Patterns ; R52 - Land Use and Other Regulations |
Source: |
Persistent link: https://www.econbiz.de/10011029676
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