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Allometric equations for integrating remote sensing imagery into forest monitoring programmes

Authors: Pierre Ploton; Bonaventure Sonké; David I. Forrester; Michael Schlund; David A. Coomes; Jérôme Chave; Matthias Haeni; +29 Authors

Allometric equations for integrating remote sensing imagery into forest monitoring programmes

Abstract

AbstractRemote sensing is revolutionizing the way we study forests, and recent technological advances mean we are now able – for the first time – to identify and measure the crown dimensions of individual trees from airborne imagery. Yet to make full use of these data for quantifying forest carbon stocks and dynamics, a new generation of allometric tools which have tree height and crown size at their centre are needed. Here, we compile a global database of 108753 trees for which stem diameter, height and crown diameter have all been measured, including 2395 trees harvested to measure aboveground biomass. Using this database, we develop general allometric models for estimating both the diameter and aboveground biomass of trees from attributes which can be remotely sensed – specifically height and crown diameter. We show that tree height and crown diameter jointly quantify the aboveground biomass of individual trees and find that a single equation predicts stem diameter from these two variables across the world's forests. These new allometric models provide an intuitive way of integrating remote sensing imagery into large‐scale forest monitoring programmes and will be of key importance for parameterizing the next generation of dynamic vegetation models.

Countries
France, Netherlands, Netherlands, France, Australia, United Kingdom, Russian Federation, Russian Federation, United States, France, Italy, United Kingdom, France
Keywords

[SDV.SA.SF]Life Sciences [q-bio]/Agricultural sciences/Silviculture, STEM DIAMETER DISTRIBUTIONS, airborne laser scanning, Height–diameter allometry, Forests, BIOMASS, Trees, CARBON, HEIGHT, carbon mapping, height-diameter allometry, [SDV.SA.SF]Life Sciences [q-bio]/Agricultural sciences/Silviculture, forestry, FORESTS, Biomass, CANOPY ARCHITECTURE, TREE, ALLOMETRY, stem diameter distributions, Ecology, CARBON MAPPING, crown architecture, Airborne laser scanning, forestry, Aboveground biomass, Biological Sciences, FOREST, PE&RC, HEIGHT–DIAMETER ALLOMETRY, Biological sciences, height–diameter allometry, MONITORING SYSTEM, TREES, [INFO.INFO-MO] Computer Science [cs]/Modeling and Simulation, [SDV.SA.SF] Life Sciences [q-bio]/Agricultural sciences/Silviculture, forestry, aboveground biomass, ABOVEGROUND BIOMASS, REMOTE SENSING TECHNOLOGY, Crown architecture, 570, CROWN ARCHITECTURE, Life on Land, AIRBORNE SENSING, Leerstoelgroep Bosecologie en bosbeheer, 333, REMOTE SENSING, Carbon Cycle, Settore BIO/07 - ECOLOGIA, Bosecologie en Bosbeheer, 580, Stem diameter distributions, DIAMETER, Primary Research Articles, [INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation, Forest Ecology and Forest Management, Carbon, Environmental sciences, Earth sciences, Remote Sensing Technology, CARBON CYCLE, Carbon mapping, FOREST CANOPY, AIRBORNE LASER SCANNING, Environmental Sciences

  • BIP!
    Impact byBIP!
    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    307
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 0.1%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 1%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 1%
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
307
Top 0.1%
Top 1%
Top 1%
Green
hybrid