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Patterns and controls on island‐wide aboveground biomass accumulation in second‐growth forests of Puerto Rico

Journal Article · · Biotropica
DOI:https://doi.org/10.1111/btp.13122· OSTI ID:1888595
 [1];  [2];  [3];  [4];  [5];  [6];  [7];  [2]
  1. SILVIS Lab Department of Forest and Wildlife Ecology University of Wisconsin‐Madison Madison Wisconsin USA, Biospheric Sciences Laboratory NASA Goddard Space Flight Center Greenbelt Maryland USA
  2. Biospheric Sciences Laboratory NASA Goddard Space Flight Center Greenbelt Maryland USA
  3. USDA Forest Service International Institute of Tropical Forestry San Juan Puerto Rico USA
  4. USDA Forest Service International Institute of Tropical Forestry San Juan Puerto Rico USA, Jet Propulsion Laboratory California Institute of Technology Pasadena California USA
  5. USDA Forest Service Northern Research Station Baltimore Field Station Baltimore Maryland USA
  6. USDA Forest Service Southern Research Station Knoxville Tennessee USA
  7. Department of Ecology, Evolution &, Environmental Biology Columbia University New York New York USA
Abstract

Understanding the heterogeneity of biomass accumulation in second‐growth tropical forests following land use abandonment is important for informing ecosystem carbon models and forest restoration efforts. There is an urgent need for a broad sample of second‐growth forests to enhance our knowledge of carbon accumulation in human‐dominated landscapes, especially for older forests. Puerto Rico has predominantly second‐growth forests, ranging in age from approximately 25 to more than 80 years. We used an island‐wide sample of airborne lidar from the NASA Goddard Lidar, Hyperspectral, and Thermal (G‐LiHT) Airborne Imager collected on March 2017, forest inventory data, and data on forest age, precipitation, soils, and land use to estimate aboveground biomass stocks in moist and wet, second‐growth tropical forests. Biomass accumulation rates in Puerto Rico were lower, on average, than in other Neotropical forests. Median biomass across >16,700 ha of older second‐growth forests was 105 Mg ha −1 , and sampled biomass rarely surpassed 250 Mg ha −1 . Differences in biomass by age were large and persistent across different substrates and land uses, with a plateau in the pattern of island‐wide biomass accumulation after about 33 years. A spatial regression model showed that multiple factors were related to biomass accumulation, including time since abandonment, geologic substrate, past land use as coffee or pasture, precipitation, topographic wetness index, and slope. Our findings have important consequences for the total carbon storage and expected climate mitigation benefits of large‐scale reforestation efforts, and highlight the value of airborne lidar for quantifying biomass variability in complex tropical landscapes.

Abstract in Spanish is available with online material.

Research Organization:
USDA Forest Service, Savannah River, New Ellenton, SC (United States)
Sponsoring Organization:
National Aeronautics and Space Administration (NASA); US Forest Service; USDOE; USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
89243018SSC000012; 89243018SSC000013
OSTI ID:
1888595
Alternate ID(s):
OSTI ID: 1888596
OSTI ID: 1980614
Journal Information:
Biotropica, Journal Name: Biotropica Journal Issue: 5 Vol. 54; ISSN 0006-3606
Publisher:
Wiley-BlackwellCopyright Statement
Country of Publication:
United States
Language:
English

References (68)

Aboveground biomass variability across intact and degraded forests in the Brazilian Amazon: AMAZON INTACT AND DEGRADED FOREST BIOMASS journal November 2016
Fragmentation, forest structure, and topography modulate impacts of drought in a tropical forest landscape journal April 2019
Mapping the climate of Puerto Rico, Vieques and Culebra: CLIMATE MAPPING journal August 2003
Mineral content of leaves from trees growing on serpentine soils under contrasting rainfall regimes in Puerto Rico journal January 1994
A universal airborne LiDAR approach for tropical forest carbon mapping journal October 2011
Forest recovery in a tropical landscape: what is the relative importance of biophysical, socioeconomic, and landscape variables? journal March 2009
The phosphorus concentration of common rocks—a potential driver of ecosystem P status journal November 2012
The role of plantation forests in rehabilitating degraded tropical ecosystems journal July 1992
Forest recovery in abandoned tropical pastures in Puerto Rico journal September 1995
Estimation of tropical forest structural characteristics using large-footprint lidar journal February 2002
The role of animal seed dispersal in accelerating native forest regeneration on degraded tropical lands journal December 1997
Forest recovery in the karst region of Puerto Rico journal August 1998
Carbon stocks and accumulation rates in tropical secondary forests at the scale of community, landscape and forest type journal May 2013
Dynamic TOPMODEL: A new implementation in R and its sensitivity to time and space steps journal October 2015
Scale-dependence of aboveground carbon accumulation in secondary forests of Panama: A test of the intermediate peak hypothesis journal July 2012
Aboveground biomass in mature and secondary seasonally dry tropical forests: A literature review and global synthesis journal July 2012
A meta-analytical global comparison of aboveground biomass accumulation between tropical secondary forests and monoculture plantations journal March 2013
Successional pathways of post-milpa fallows in Oaxaca, Mexico journal November 2021
Mapping tropical dry forest height, foliage height profiles and disturbance type and age with a time series of cloud-cleared Landsat and ALI image mosaics to characterize avian habitat journal November 2010
Estimating biomass in Hedmark County, Norway using national forest inventory field plots and airborne laser scanning journal August 2012
Quantifying aboveground forest carbon pools and fluxes from repeat LiDAR surveys journal August 2012
Monitoring selective logging in western Amazonia with repeat lidar flights journal August 2014
Lidar-based estimates of aboveground biomass in the continental US and Mexico using ground, airborne, and satellite observations journal January 2017
Large-area hybrid estimation of aboveground biomass in interior Alaska using airborne laser scanning data journal January 2018
Types and causes of tree mortality in a tropical montane cloud forest of Tamaulipas, Mexico journal September 2000
Factors influencing spatial pattern in tropical forest clearance and stand age: Implications for carbon storage and species diversity: TROPICAL FOREST AGE AND LAND DEVELOPMENT journal May 2008
Recuperation of nitrogen cycling in Amazonian forests following agricultural abandonment journal June 2007
Biomass resilience of Neotropical secondary forests journal February 2016
Benchmark maps of 33 years of secondary forest age for Brazil journal August 2020
Tree size frequency distributions, plant density, age and community disturbance: Tree size distributions journal April 2003
Forest Regeneration in a Chronosequence of Tropical Abandoned Pastures: Implications for Restoration Ecology journal December 2000
Successional dynamics in Neotropical forests are as uncertain as they are predictable journal June 2015
Natural climate solutions journal October 2017
High-resolution mapping of aboveground biomass for forest carbon monitoring system in the Tri-State region of Maryland, Pennsylvania and Delaware, USA journal August 2019
Unmasking secondary vegetation dynamics in the Brazilian Amazon journal March 2020
Above-ground biomass and structure of 260 African tropical forests journal September 2013
Effects of topography on tropical forest structure depend on climate context journal August 2019
Multiple successional pathways in human-modified tropical landscapes: new insights from forest succession, forest fragmentation and landscape ecology research journal November 2015
Landscape‐scale lidar analysis of aboveground biomass distribution in secondary Brazilian Atlantic Forest journal March 2018
The relationship between tree biodiversity and biomass dynamics changes with tropical forest succession journal July 2014
The regional variation of aboveground live biomass in old-growth Amazonian forests journal July 2006
Distribution of aboveground live biomass in the Amazon basin: AGLB IN THE AMAZON BASIN journal January 2007
Clustered disturbances lead to bias in large-scale estimates based on forest sample plots: Clustered disturbance and forest plot bias journal March 2008
Rapid Recovery of Biomass, Species Richness, and Species Composition in a Forest Chronosequence in Northeastern Costa Rica: Rapid Forest Recovery in Costa Rica journal May 2009
Hurricane Disturbance Alters Secondary Forest Recovery in Puerto Rico: Secondary Forest Recovery journal November 2009
Biomass accumulation rates of Amazonian secondary forest and biomass of old-growth forests from Landsat time series and the Geoscience Laser Altimeter System journal January 2009
Carbon sequestration potential of second-growth forest regeneration in the Latin American tropics journal May 2016
Biodiversity recovery of Neotropical secondary forests journal March 2019
The fate of tropical forest fragments journal March 2020
A Large and Persistent Carbon Sink in the World's Forests journal July 2011
High-Resolution Global Maps of 21st-Century Forest Cover Change journal November 2013
Improving aboveground biomass maps of tropical dry forests by integrating LiDAR, ALOS PALSAR, climate and field data journal July 2020
Estimating the Dimension of a Model journal March 1978
Comparing Implementations of Estimation Methods for Spatial Econometrics journal January 2015
Legacy of fire slows carbon accumulation in Amazonian forest regrowth journal September 2005
Forest Structure Before and After Hurricane Hugo at Three Elevations in the Luquillo Mountains, Puerto Rico journal December 1991
Summary of the Effects of Caribbean Hurricanes on Vegetation journal December 1991
Forest Recovery in Abandoned Cattle Pastures Along an Elevational Gradient in Northeastern Puerto Rico journal December 1996
Selection of Subsets of Regression Variables journal January 1984
Methods and equations for estimating aboveground volume, biomass, and carbon for trees in the U.S. forest inventory, 2010 report January 2011
The Forest Types and Ages Cleared for Land Development in Puerto Rico journal December 2007
Reversals of Reforestation Across Latin America Limit Climate Mitigation Potential of Tropical Forests journal July 2020
Retrieving Forest Inventory Variables with Terrestrial Laser Scanning (TLS) in Urban Heterogeneous Forest journal December 2011
NASA Goddard’s LiDAR, Hyperspectral and Thermal (G-LiHT) Airborne Imager journal August 2013
Modeling Forest Aboveground Biomass and Volume Using Airborne LiDAR Metrics and Forest Inventory and Analysis Data in the Pacific Northwest journal December 2014
Tree height and tropical forest biomass estimation journal January 2013
A best practices guide for generating forest inventory attributes from airborne laser scanning data using an area-based approach journal December 2013
Second Growth book January 2014