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Title: Defining a spectrum of integrative trait‐based vegetation canopy structural types

Abstract

Abstract Vegetation canopy structure is a fundamental characteristic of terrestrial ecosystems that defines vegetation types and drives ecosystem functioning. We use the multivariate structural trait composition of vegetation canopies to classify ecosystems within a global canopy structure spectrum. Across the temperate forest sub‐set of this spectrum, we assess gradients in canopy structural traits, characterise canopy structural types (CST) and evaluate drivers and functional consequences of canopy structural variation. We derive CSTs from multivariate canopy structure data, illustrating variation along three primary structural axes and resolution into six largely distinct and functionally relevant CSTs. Our results illustrate that within‐ecosystem successional processes and disturbance legacies can produce variation in canopy structure similar to that associated with sub‐continental variation in forest types and eco‐climatic zones. The potential to classify ecosystems into CSTs based on suites of structural traits represents an important advance in understanding and modelling structure–function relationships in vegetated ecosystems.

Authors:
ORCiD logo [1];  [2];  [2];  [3];  [4];  [4];  [4];  [4];  [2];  [2];  [2];  [5];  [5];  [5];
  1. Department of Natural Resources and the Environment and Center for Environmental Sciences and Engineering University of Connecticut Storrs CT USA
  2. Department of Biology Virginia Commonwealth University Richmond VA USA
  3. Department of Forestry and Natural Resources and Environmental and Ecological Engineering Purdue University West Lafayette IN USA
  4. Department of Ecology and Evolutionary Biology and Biological Station, University of Michigan Ann Arbor and Pellston MI USA
  5. Department of Evolution, Ecology and Organismal Biology Ohio State University Columbus OH USA
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1562156
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Ecology Letters
Additional Journal Information:
Journal Name: Ecology Letters Journal Volume: 22 Journal Issue: 12; Journal ID: ISSN 1461-023X
Publisher:
Wiley-Blackwell
Country of Publication:
United Kingdom
Language:
English

Citation Formats

Fahey, Robert T., Atkins, Jeff W., Gough, Christopher M., Hardiman, Brady S., Nave, Lucas E., Tallant, Jason M., Nadehoffer, Knute J., Vogel, Christoph, Scheuermann, Cynthia M., Stuart‐Haëntjens, Ellen, Haber, Lisa T., Fotis, Alexander T., Ricart, Raleigh, Curtis, Peter S., and Penuelas, ed., Josep. Defining a spectrum of integrative trait‐based vegetation canopy structural types. United Kingdom: N. p., 2019. Web. doi:10.1111/ele.13388.
Fahey, Robert T., Atkins, Jeff W., Gough, Christopher M., Hardiman, Brady S., Nave, Lucas E., Tallant, Jason M., Nadehoffer, Knute J., Vogel, Christoph, Scheuermann, Cynthia M., Stuart‐Haëntjens, Ellen, Haber, Lisa T., Fotis, Alexander T., Ricart, Raleigh, Curtis, Peter S., & Penuelas, ed., Josep. Defining a spectrum of integrative trait‐based vegetation canopy structural types. United Kingdom. https://doi.org/10.1111/ele.13388
Fahey, Robert T., Atkins, Jeff W., Gough, Christopher M., Hardiman, Brady S., Nave, Lucas E., Tallant, Jason M., Nadehoffer, Knute J., Vogel, Christoph, Scheuermann, Cynthia M., Stuart‐Haëntjens, Ellen, Haber, Lisa T., Fotis, Alexander T., Ricart, Raleigh, Curtis, Peter S., and Penuelas, ed., Josep. Mon . "Defining a spectrum of integrative trait‐based vegetation canopy structural types". United Kingdom. https://doi.org/10.1111/ele.13388.
@article{osti_1562156,
title = {Defining a spectrum of integrative trait‐based vegetation canopy structural types},
author = {Fahey, Robert T. and Atkins, Jeff W. and Gough, Christopher M. and Hardiman, Brady S. and Nave, Lucas E. and Tallant, Jason M. and Nadehoffer, Knute J. and Vogel, Christoph and Scheuermann, Cynthia M. and Stuart‐Haëntjens, Ellen and Haber, Lisa T. and Fotis, Alexander T. and Ricart, Raleigh and Curtis, Peter S. and Penuelas, ed., Josep},
abstractNote = {Abstract Vegetation canopy structure is a fundamental characteristic of terrestrial ecosystems that defines vegetation types and drives ecosystem functioning. We use the multivariate structural trait composition of vegetation canopies to classify ecosystems within a global canopy structure spectrum. Across the temperate forest sub‐set of this spectrum, we assess gradients in canopy structural traits, characterise canopy structural types (CST) and evaluate drivers and functional consequences of canopy structural variation. We derive CSTs from multivariate canopy structure data, illustrating variation along three primary structural axes and resolution into six largely distinct and functionally relevant CSTs. Our results illustrate that within‐ecosystem successional processes and disturbance legacies can produce variation in canopy structure similar to that associated with sub‐continental variation in forest types and eco‐climatic zones. The potential to classify ecosystems into CSTs based on suites of structural traits represents an important advance in understanding and modelling structure–function relationships in vegetated ecosystems.},
doi = {10.1111/ele.13388},
journal = {Ecology Letters},
number = 12,
volume = 22,
place = {United Kingdom},
year = {Mon Sep 16 00:00:00 EDT 2019},
month = {Mon Sep 16 00:00:00 EDT 2019}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1111/ele.13388

Citation Metrics:
Cited by: 39 works
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Works referenced in this record:

Shifting conceptions of complexity in forest management and silviculture
journal, August 2018


Quantifying canopy complexity and effects on productivity and resilience in late-successional hemlock–hardwood forests
journal, April 2015

  • Fahey, Robert T.; Fotis, Alexander T.; Woods, Kerry D.
  • Ecological Applications, Vol. 25, Issue 3
  • DOI: 10.1890/14-1012.1

Key canopy traits drive forest productivity
journal, January 2012

  • Reich, Peter B.
  • Proceedings of the Royal Society B: Biological Sciences, Vol. 279, Issue 1736
  • DOI: 10.1098/rspb.2011.2270

Spatial Variation in Canopy Structure across Forest Landscapes
journal, August 2018

  • Hardiman, Brady; LaRue, Elizabeth; Atkins, Jeff
  • Forests, Vol. 9, Issue 8
  • DOI: 10.3390/f9080474

Photosynthesis and resource distribution through plant canopies
journal, September 2007


Effective number of layers: A new measure for quantifying three-dimensional stand structure based on sampling with terrestrial LiDAR
journal, November 2016


Forest canopy-structure characterization: A data-driven approach
journal, December 2015


Canopy structure and vertical patterns of photosynthesis and related leaf traits in a deciduous forest
journal, November 1993


Effects of canopy structure and species diversity on primary production in upper Great Lakes forests
journal, August 2018


Topography shapes the structure, composition and function of tropical forest landscapes
journal, April 2018

  • Jucker, Tommaso; Bongalov, Boris; Burslem, David F. R. P.
  • Ecology Letters, Vol. 21, Issue 7
  • DOI: 10.1111/ele.12964

Prediction of forest aboveground net primary production from high-resolution vertical leaf-area profiles
journal, January 2019

  • Cushman, K. C.; Kellner, James R.
  • Ecology Letters, Vol. 22, Issue 3
  • DOI: 10.1111/ele.13214

Plant functional types and climate at the global scale
journal, June 1996

  • Box, Elgene O.
  • Journal of Vegetation Science, Vol. 7, Issue 3
  • DOI: 10.2307/3236274

The terrestrial laser scanning revolution in forest ecology
journal, February 2018

  • Danson, F. Mark; Disney, Mathias I.; Gaulton, Rachel
  • Interface Focus, Vol. 8, Issue 2
  • DOI: 10.1098/rsfs.2018.0001

Examining conifer canopy structural complexity across forest ages and elevations with LiDAR data
journal, April 2010

  • Kane, Van R.; Bakker, Jonathan D.; McGaughey, Robert J.
  • Canadian Journal of Forest Research, Vol. 40, Issue 4
  • DOI: 10.1139/X10-064

Functional types of trees in temperate and boreal forests: classification and testing
journal, June 1996

  • Bugmann, Harald
  • Journal of Vegetation Science, Vol. 7, Issue 3
  • DOI: 10.2307/3236279

On the Adaptive Significance of Leaf Height in Forest Herbs
journal, September 1982

  • Givnish, Thomas J.
  • The American Naturalist, Vol. 120, Issue 3
  • DOI: 10.1086/283995

Random Forests for Classification in Ecology
journal, November 2007

  • Cutler, D. Richard; Edwards, Thomas C.; Beard, Karen H.
  • Ecology, Vol. 88, Issue 11
  • DOI: 10.1890/07-0539.1

Net primary production of a temperate deciduous forest exhibits a threshold response to increasing disturbance severity
journal, September 2015

  • Stuart-Haëntjens, Ellen J.; Curtis, Peter S.; Fahey, Robert T.
  • Ecology, Vol. 96, Issue 9
  • DOI: 10.1890/14-1810.1

Linking models and data on vegetation structure: LINKING MODELS AND DATA
journal, June 2010

  • Hurtt, G. C.; Fisk, J.; Thomas, R. Q.
  • Journal of Geophysical Research: Biogeosciences, Vol. 115, Issue G2
  • DOI: 10.1029/2009JG000937

Forest structure in space and time: Biotic and abiotic determinants of canopy complexity and their effects on net primary productivity
journal, March 2018


Forest Structure, Canopy Architecture, and Light Transmittance in Tropical wet Forests
journal, October 2001


A remote sensing based vegetation classification logic for global land cover analysis
journal, January 1995

  • Running, Steven W.; Loveland, Thomas R.; Pierce, Lars L.
  • Remote Sensing of Environment, Vol. 51, Issue 1
  • DOI: 10.1016/0034-4257(94)00063-S

Equations for potential annual direct incident radiation and heat load
journal, February 2002


Assessing different components of three-dimensional forest structure with single-scan terrestrial laser scanning: A case study
journal, December 2016


A data-driven framework to identify and compare forest structure classes using LiDAR
journal, June 2018

  • Moran, Christopher J.; Rowell, Eric M.; Seielstad, Carl A.
  • Remote Sensing of Environment, Vol. 211
  • DOI: 10.1016/j.rse.2018.04.005

Identifying Ecoregion Boundaries
journal, April 2004


Physiographic factors underlie rates of biomass production during succession in Great Lakes forest landscapes
journal, August 2017


Light partitioning in experimental grass communities
journal, September 2008


Disturbance legacies increase the resilience of forest ecosystem structure, composition, and functioning
journal, December 2014

  • Seidl, Rupert; Rammer, Werner; Spies, Thomas A.
  • Ecological Applications, Vol. 24, Issue 8
  • DOI: 10.1890/14-0255.1

Large-eddy simulations of surface roughness parameter sensitivity to canopy-structure characteristics
journal, January 2015


Canopy Structural Changes Following Widespread Mortality of Canopy Dominant Trees
journal, July 2013

  • Hardiman, Brady; Bohrer, Gil; Gough, Christopher
  • Forests, Vol. 4, Issue 3
  • DOI: 10.3390/f4030537

Classifying ecosystems with metaproperties from terrestrial laser scanner data
journal, August 2017

  • Paynter, Ian; Genest, Daniel; Saenz, Edward
  • Methods in Ecology and Evolution, Vol. 9, Issue 2
  • DOI: 10.1111/2041-210X.12854

High rates of primary production in structurally complex forests
journal, August 2019

  • Gough, Christopher M.; Atkins, Jeff W.; Fahey, Robert T.
  • Ecology, Vol. 100, Issue 10
  • DOI: 10.1002/ecy.2864

Assessing the generality of global leaf trait relationships
journal, February 2005


An evolutionary game of leaf dynamics and its consequences for canopy structure
journal, August 2012


Changes in Forest Canopy Structure along a Site Quality Gradient in Southern Wisconsin
journal, October 1982

  • Aber, John D.; Pastor, John; Melillo, Jerry M.
  • American Midland Naturalist, Vol. 108, Issue 2
  • DOI: 10.2307/2425486

Quantifying vegetation and canopy structural complexity from terrestrial LiDAR data using the forestr r package
journal, August 2018

  • Atkins, Jeff W.; Bohrer, Gil; Fahey, Robert T.
  • Methods in Ecology and Evolution, Vol. 9, Issue 10
  • DOI: 10.1111/2041-210X.13061

Crown plasticity enables trees to optimize canopy packing in mixed-species forests
journal, March 2015

  • Jucker, Tommaso; Bouriaud, Olivier; Coomes, David A.
  • Functional Ecology, Vol. 29, Issue 8
  • DOI: 10.1111/1365-2435.12428

NEON terrestrial field observations: designing continental-scale, standardized sampling
journal, December 2012

  • Kao, Rebecca Hufft; Gibson, Cara M.; Gallery, Rachel E.
  • Ecosphere, Vol. 3, Issue 12
  • DOI: 10.1890/ES12-00196.1

Evaluating forest subcanopy response to moderate severity disturbance and contribution to ecosystem-level productivity and resilience
journal, September 2016

  • Fahey, Robert T.; Stuart-Haëntjens, Ellen J.; Gough, Christopher M.
  • Forest Ecology and Management, Vol. 376
  • DOI: 10.1016/j.foreco.2016.06.001

Global climatic drivers of leaf size
journal, August 2017


The role of canopy structural complexity in wood net primary production of a maturing northern deciduous forest
journal, September 2011

  • Hardiman, Brady S.; Bohrer, Gil; Gough, Christopher M.
  • Ecology, Vol. 92, Issue 9
  • DOI: 10.1890/10-2192.1

Time for a Plant Structural Economics Spectrum
journal, August 2019

  • Verbeeck, Hans; Bauters, Marijn; Jackson, Tobias
  • Frontiers in Forests and Global Change, Vol. 2
  • DOI: 10.3389/ffgc.2019.00043

Special Paper: A Global Biome Model Based on Plant Physiology and Dominance, Soil Properties and Climate
journal, March 1992

  • Prentice, I. Colin; Cramer, Wolfgang; Harrison, Sandy P.
  • Journal of Biogeography, Vol. 19, Issue 2
  • DOI: 10.2307/2845499

Importance of structure and its measurement in quantifying function of forest ecosystems: FOREST STRUCTURE AND FUNCTION FROM SPACE
journal, June 2010

  • Shugart, H. H.; Saatchi, S.; Hall, F. G.
  • Journal of Geophysical Research: Biogeosciences, Vol. 115, Issue G2
  • DOI: 10.1029/2009JG000993

A portable LIDAR system for rapid determination of forest canopy structure: Portable LIDAR for canopy structure
journal, July 2004


Conterminous U.S. and Alaska Forest Type Mapping Using Forest Inventory and Analysis Data
journal, November 2008

  • Ruefenacht, B.; Finco, M. V.; Nelson, M. D.
  • Photogrammetric Engineering & Remote Sensing, Vol. 74, Issue 11
  • DOI: 10.14358/PERS.74.11.1379

The legacy of harvest and fire on ecosystem carbon storage in a north temperate forest
journal, September 2007


Disturbance, complexity, and succession of net ecosystem production in North America's temperate deciduous forests
journal, June 2016

  • Gough, Christopher M.; Curtis, Peter S.; Hardiman, Brady S.
  • Ecosphere, Vol. 7, Issue 6
  • DOI: 10.1002/ecs2.1375

Towards a worldwide wood economics spectrum
journal, April 2009


A framework to categorize forest structure concepts
journal, August 2008

  • Nadkarni, Nalini M.; McIntosh, Anne C. S.; Cushing, Judith B.
  • Forest Ecology and Management, Vol. 256, Issue 5
  • DOI: 10.1016/j.foreco.2008.05.021

Forest Canopy Stratification—Is It Useful?
journal, April 2000

  • Parker, Geoffrey G.; Brown, Martin J.
  • The American Naturalist, Vol. 155, Issue 4
  • DOI: 10.1086/303340

Integrating LIDAR-derived canopy structure into cerulean warbler habitat models: Cerulean Warbler Habitat Models
journal, September 2015

  • Barnes, Kevin W.; Islam, Kamal; Auer, Sasha A.
  • The Journal of Wildlife Management, Vol. 80, Issue 1
  • DOI: 10.1002/jwmg.995

Random Forests
journal, January 2001


Forest Canopy Structural Complexity and Light Absorption Relationships at the Subcontinental Scale
journal, April 2018

  • Atkins, J. W.; Fahey, R. T.; Hardiman, B. H.
  • Journal of Geophysical Research: Biogeosciences, Vol. 123, Issue 4
  • DOI: 10.1002/2017JG004256

Quantifying stand structural complexity and its relationship with forest management, tree species diversity and microclimate
journal, August 2017


Constraining plant functional types in a semi-arid ecosystem with waveform lidar
journal, May 2018

  • Ilangakoon, Nayani T.; Glenn, Nancy F.; Dashti, Hamid
  • Remote Sensing of Environment, Vol. 209
  • DOI: 10.1016/j.rse.2018.02.070

Vertical profile and canopy organization in a mixed deciduous forest
journal, December 1989

  • Parker, Geoffrey G.; O'Neill, John P.; Higman, Daniel
  • Vegetatio, Vol. 85, Issue 1-2
  • DOI: 10.1007/BF00042250

Sustained carbon uptake and storage following moderate disturbance in a Great Lakes forest
journal, July 2013

  • Gough, Christopher M.; Hardiman, Brady S.; Nave, Lucas E.
  • Ecological Applications, Vol. 23, Issue 5
  • DOI: 10.1890/12-1554.1

Maintaining high rates of carbon storage in old forests: A mechanism linking canopy structure to forest function
journal, June 2013