Evaluating <i>k</i>-Nearest Neighbor (<i>k</i>NN) Imputation Models for Species-Level Aboveground Forest Biomass Mapping in Northeast China

Evaluating <i>k</i>-Nearest Neighbor (<i>k</i>NN) Imputation Models for Species-Level Aboveground Forest Biomass Mapping in Northeast China

Quantifying spatially explicit or pixel-level aboveground forest biomass (AFB) across large regions is critical for measuring forest carbon sequestration capacity, assessing forest carbon balance, and revealing changes in the structure and function of forest ecosystems. When AFB is measured at the s...

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Bibliographic Details
Main Authors: Yuanyuan Fu, Hong S. He, Todd J. Hawbaker, Paul D. Henne, Zhiliang Zhu, David R. Larsen
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Remote Sensing
Subjects:
species-level
aboveground forest biomass
MODIS
forest inventory
<i>k</i>NN
Northeast China
Online Access:https://www.mdpi.com/2072-4292/11/17/2005

Internet

https://www.mdpi.com/2072-4292/11/17/2005

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