Integrating a process-based ecosystem model with Landsat imagery to assess impacts of forest disturbance on terrestrial carbon dynamics: Case studies in Alabama and Mississippi

Chen, Guangsheng; Tian, Hanqin; Huang, Chengquan; Prior, Stephen A.; Pan, Shufen

doi:10.1002/jgrg.20098

Title: Integrating a process-based ecosystem model with Landsat imagery to assess impacts of forest disturbance on terrestrial carbon dynamics: Case studies in Alabama and Mississippi

Journal Article · Mon Jul 01 00:00:00 EDT 2013 · Journal of Geophysical Research. Biogeosciences

DOI:https://doi.org/10.1002/jgrg.20098· OSTI ID:1339411

Chen, Guangsheng ^[1]; Tian, Hanqin ^[1]; Huang, Chengquan ^[2]; Prior, Stephen A. ^[3]; Pan, Shufen ^[1]

Auburn Univ., Auburn, AL (United States)
Univ. of Maryland, College Park, MD (United States)
USDA-ARS National Soil Dynamics Lab., Auburn, AL (United States)

Forest ecosystems in the southern United States are dramatically altered by three major disturbances: timber harvesting, hurricane, and permanent land conversion. Understanding and quantifying effects of disturbance on forest carbon, nitrogen, and water cycles is critical for sustainable forest management in this region. In this study, we introduced a process-based ecosystem model for simulating forest disturbance impacts on ecosystem carbon, nitrogen, and water cycles. Based on forest mortality data classified from Landsat TM/ETM + images, this model was then applied to estimate changes in carbon storage using Mississippi and Alabama as a case study. Mean annual forest mortality rate for these states was 2.37%. Due to frequent disturbance, over 50% of the forest land in the study region was less than 30 years old. Forest disturbance events caused a large carbon source (138.92 Tg C, 6.04 Tg C yr^-1; 1 Tg = 10¹² g) for both states during 1984–2007, accounting for 2.89% (4.81% if disregard carbon storage changes in wood products) of the total forest carbon storage in this region. Large decreases and slow recovery of forest biomass were the main causes for carbon release. Forest disturbance could result in a carbon sink in few areas if wood product carbon was considered as a local carbon pool, indicating the importance of accounting for wood product carbon when assessing forest disturbance effects. The legacy effects of forest disturbance on ecosystem carbon storage could last over 50 years. Lastly, this study implies that understanding forest disturbance impacts on carbon dynamics is of critical importance for assessing regional carbon budgets.

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Research Organization:: Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)

Sponsoring Organization:: USDOE

Grant/Contract Number:: AC05-00OR22725

OSTI ID:: 1339411

Journal Information:: Journal of Geophysical Research. Biogeosciences, Vol. 118, Issue 3; ISSN 2169-8953

Publisher:: American Geophysical UnionCopyright Statement

Country of Publication:: United States

Language:: English

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Cited by: 17 works

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References (55)

Changes in terrestrial carbon storage in the United States. 1: The roles of agriculture and forestry Houghton, R. A.; Hackler, J. L. Global Ecology and Biogeography, Vol. 9, Issue 2 https://doi.org/10.1046/j.1365-2699.2000.00166.x	journal	March 2000
Use of remote sensing coupled with a vegetation change tracker model to assess rates of forest change and fragmentation in Mississippi, USA Li, Mingshi; Huang, Chengquan; Zhu, Zhiliang International Journal of Remote Sensing, Vol. 30, Issue 24 https://doi.org/10.1080/01431160903241999	journal	November 2009
Hurricane Katrina's Carbon Footprint on U.S. Gulf Coast Forests Chambers, J. Q.; Fisher, J. I.; Zeng, H. Science, Vol. 318, Issue 5853 https://doi.org/10.1126/science.1148913	journal	November 2007
Net exchanges of CO ₂ , CH ₄ , and N ₂ O between China's terrestrial ecosystems and the atmosphere and their contributions to global climate warming Tian, Hanqin; Xu, Xiaofeng; Lu, Chaoqun Journal of Geophysical Research, Vol. 116, Issue G2 https://doi.org/10.1029/2010JG001393	journal	January 2011
China's terrestrial carbon balance: Contributions from multiple global change factors: MECHANISMS OF TERRESTRIAL CARBON BALANCE Tian, Hanqin; Melillo, Jerry; Lu, Chaoqun Global Biogeochemical Cycles, Vol. 25, Issue 1 https://doi.org/10.1029/2010GB003838	journal	March 2011
Aboveground net primary production decline with stand age: potential causes Gower, Stith T.; McMurtrie, Ross E.; Murty, Danuse Trends in Ecology & Evolution, Vol. 11, Issue 9 https://doi.org/10.1016/0169-5347(96)10042-2	journal	September 1996
An automated approach for reconstructing recent forest disturbance history using dense Landsat time series stacks Huang, Chengquan; Goward, Samuel N.; Masek, Jeffrey G. Remote Sensing of Environment, Vol. 114, Issue 1 https://doi.org/10.1016/j.rse.2009.08.017	journal	January 2010
Carbon pools and fluxes in U.S. forest products Heath, Linda S.; Birdsey, Richard A.; Row, Clark Forest Ecosystems, Forest Management and the Global Carbon Cycle https://doi.org/10.1007/978-3-642-61111-7_25	book	January 1996
A model-data intercomparison of CO ₂ exchange across North America: Results from the North American Carbon Program site synthesis Schwalm, Christopher R.; Williams, Christopher A.; Schaefer, Kevin Journal of Geophysical Research, Vol. 115 https://doi.org/10.1029/2009JG001229	journal	January 2010
A Large and Persistent Carbon Sink in the World's Forests Pan, Y.; Birdsey, R. A.; Fang, J. Science, Vol. 333, Issue 6045 https://doi.org/10.1126/science.1201609	journal	July 2011
Drought in the Southern United States over the 20th century: variability and its impacts on terrestrial ecosystem productivity and carbon storage Chen, Guangsheng; Tian, Hanqin; Zhang, Chi Climatic Change, Vol. 114, Issue 2 https://doi.org/10.1007/s10584-012-0410-z	journal	February 2012
Dynamics of national forests assessed using the Landsat record: Case studies in eastern United States Huang, Chengquan; Goward, Samuel N.; Schleeweis, Karen Remote Sensing of Environment, Vol. 113, Issue 7 https://doi.org/10.1016/j.rse.2008.06.016	journal	July 2009
Harvest impacts on soil carbon storage in temperate forests Nave, Lucas E.; Vance, Eric D.; Swanston, Christopher W. Forest Ecology and Management, Vol. 259, Issue 5 https://doi.org/10.1016/j.foreco.2009.12.009	journal	February 2010
Performance of improved genotypes of loblolly pine across different soils, climates, and silvicultural inputs McKeand, Steven E.; Jokela, Eric J.; Huber, Dudley A. Forest Ecology and Management, Vol. 227, Issue 1-2 https://doi.org/10.1016/j.foreco.2006.02.016	journal	May 2006
Spatial and temporal patterns of CH ₄ and N ₂ O fluxes in terrestrial ecosystems of North America during 1979–2008: application of a global biogeochemistry model Tian, H.; Xu, X.; Liu, M. Biogeosciences, Vol. 7, Issue 9 https://doi.org/10.5194/bg-7-2673-2010	journal	January 2010
Attribution of spatial and temporal variations in terrestrial methane flux over North America Xu, X. F.; Tian, H. Q.; Zhang, C. Biogeosciences, Vol. 7, Issue 11 https://doi.org/10.5194/bg-7-3637-2010	journal	January 2010
Effects of multiple environment stresses on evapotranspiration and runoff over eastern China Liu, Mingliang; Tian, Hanqin; Lu, Chaoqun Journal of Hydrology, Vol. 426-427 https://doi.org/10.1016/j.jhydrol.2012.01.009	journal	March 2012
Model estimates of net primary productivity, evapotranspiration, and water use efficiency in the terrestrial ecosystems of the southern United States during 1895–2007 Tian, Hanqin; Chen, Guangsheng; Liu, Mingliang Forest Ecology and Management, Vol. 259, Issue 7 https://doi.org/10.1016/j.foreco.2009.10.009	journal	March 2010
Assessing net ecosystem carbon exchange of U.S. terrestrial ecosystems by integrating eddy covariance flux measurements and satellite observations Xiao, Jingfeng; Zhuang, Qianlai; Law, Beverly E. Agricultural and Forest Meteorology, Vol. 151, Issue 1 https://doi.org/10.1016/j.agrformet.2010.09.002	journal	January 2011
Forest Carbon Management in the United States Birdsey, Richard; Pregitzer, Kurt; Lucier, Alan Journal of Environment Quality, Vol. 35, Issue 4 https://doi.org/10.2134/jeq2005.0162	journal	January 2006
Soil Carbon Dynamics after Forest Harvest: An Ecosystem Paradigm Reconsidered Yanai, Ruth D.; Currie, William S.; Goodale, Christine L. Ecosystems, Vol. 6, Issue 3 https://doi.org/10.1007/s10021-002-0206-5	journal	June 2003
Effect of nitrogen deposition on China's terrestrial carbon uptake in the context of multifactor environmental changes Lu, Chaoqun; Tian, Hanqin; Liu, Mingliang Ecological Applications, Vol. 22, Issue 1 https://doi.org/10.1890/10-1685.1	journal	January 2012
Parameterization and Sensitivity Analysis of the BIOME–BGC Terrestrial Ecosystem Model: Net Primary Production Controls White, Michael A.; Thornton, Peter E.; Running, Steven W. Earth Interactions, Vol. 4, Issue 3 https://doi.org/10.1175/1087-3562(2000)004<0003:PASAOT>2.0.CO;2	journal	January 2000
Carbon Pools and Flux of Global Forest Ecosystems Dixon, R. K.; Solomon, A. M.; Brown, S. Science, Vol. 263, Issue 5144 https://doi.org/10.1126/science.263.5144.185	journal	January 1994
Impact of hydrological variations on modeling of peatland CO ₂ fluxes: Results from the North American Carbon Program site synthesis : MODELED AND OBSERVED PEATLAND CO Sulman, Benjamin N.; Desai, Ankur R.; Schroeder, Nicole M. Journal of Geophysical Research: Biogeosciences, Vol. 117, Issue G1 https://doi.org/10.1029/2011JG001862	journal	March 2012
Development of time series stacks of Landsat images for reconstructing forest disturbance history Huang, Chengquan; Goward, Samuel N.; Masek, Jeffrey G. International Journal of Digital Earth, Vol. 2, Issue 3 https://doi.org/10.1080/17538940902801614	journal	July 2009
A model-data comparison of gross primary productivity: Results from the North American Carbon Program site synthesis: A MODEL-DATA COMPARISON OF GPP Schaefer, Kevin; Schwalm, Christopher R.; Williams, Chris Journal of Geophysical Research: Biogeosciences, Vol. 117, Issue G3 https://doi.org/10.1029/2012JG001960	journal	July 2012
Carbon sequestration in the U.S. forest sector from 1990 to 2010 Woodbury, Peter B.; Smith, James E.; Heath, Linda S. Forest Ecology and Management, Vol. 241, Issue 1-3 https://doi.org/10.1016/j.foreco.2006.12.008	journal	March 2007
North American forest disturbance mapped from a decadal Landsat record Masek, Jeffrey G.; Huang, Chengquan; Wolfe, Robert Remote Sensing of Environment, Vol. 112, Issue 6 https://doi.org/10.1016/j.rse.2008.02.010	journal	June 2008
Beyond Potential Vegetation: Combining Lidar data and a Height-Structured Model for Carbon Studies Hurtt, George C.; Dubayah, Ralph; Drake, Jason Ecological Applications, Vol. 14, Issue 3 https://doi.org/10.1890/02-5317	journal	June 2004
Impacts of urbanization on carbon balance in terrestrial ecosystems of the Southern United States Zhang, Chi; Tian, Hanqin; Chen, Guangsheng Environmental Pollution, Vol. 164 https://doi.org/10.1016/j.envpol.2012.01.020	journal	May 2012
North American Carbon Program (NACP) regional interim synthesis: Terrestrial biospheric model intercomparison Huntzinger, D. N.; Post, W. M.; Wei, Y. Ecological Modelling, Vol. 232 https://doi.org/10.1016/j.ecolmodel.2012.02.004	journal	May 2012
Carbon consequences of forest disturbance and recovery across the conterminous United States: FOREST DISTURBANCE AND CARBON DYNAMICS Williams, Christopher A.; Collatz, G. James; Masek, Jeffrey Global Biogeochemical Cycles, Vol. 26, Issue 1 https://doi.org/10.1029/2010GB003947	journal	January 2012
Age structure and disturbance legacy of North American forests Pan, Y.; Chen, J. M.; Birdsey, R. Biogeosciences, Vol. 8, Issue 3 https://doi.org/10.5194/bg-8-715-2011	journal	January 2011
Forest Disturbance and North American Carbon Flux Goward, Samuel N.; Masek, Jeffrey G.; Cohen, Warren Eos, Transactions American Geophysical Union, Vol. 89, Issue 11 https://doi.org/10.1029/2008EO110001	journal	January 2008
Carbon changes in conterminous US forests associated with growth and major disturbances: 1992–2001 Zheng, Daolan; Heath, Linda S.; Ducey, Mark J. Environmental Research Letters, Vol. 6, Issue 1 https://doi.org/10.1088/1748-9326/6/1/014012	journal	January 2011
Changes in Forest Floor Organic Matter and Nutrient Content Following Clear Cutting in Northern Hardwoods Covington, W. Wallace Ecology, Vol. 62, Issue 1 https://doi.org/10.2307/1936666	journal	February 1981
Impacts of tropospheric ozone and climate change on net primary productivity and net carbon exchange of China's forest ecosystems: Climate and O Ren, Wei; Tian, Hanqin; Tao, Bo Global Ecology and Biogeography, Vol. 20, Issue 3 https://doi.org/10.1111/j.1466-8238.2010.00606.x	journal	November 2010
Effects of tropospheric ozone pollution on net primary productivity and carbon storage in terrestrial ecosystems of China Ren, Wei; Tian, Hanqin; Liu, Mingliang Journal of Geophysical Research, Vol. 112, Issue D22 https://doi.org/10.1029/2007JD008521	journal	January 2007
Modelling forest management within a global vegetation model—Part 1: Model structure and general behaviour Bellassen, V.; Le Maire, G.; Dhôte, J. F. Ecological Modelling, Vol. 221, Issue 20 https://doi.org/10.1016/j.ecolmodel.2010.07.008	journal	October 2010
Predicting response of fuel load to future changes in climate and atmospheric composition in the Southern United States Zhang, Chi; Tian, Hanqin; Wang, Yuhang Forest Ecology and Management, Vol. 260, Issue 4 https://doi.org/10.1016/j.foreco.2010.05.012	journal	July 2010
Simulating the impacts of disturbances on forest carbon cycling in North America: Processes, data, models, and challenges Liu, Shuguang; Bond-Lamberty, Ben; Hicke, Jeffrey A. Journal of Geophysical Research, Vol. 116 https://doi.org/10.1029/2010JG001585	journal	January 2011
Influence of ozone pollution and climate variability on net primary productivity and carbon storage in China's grassland ecosystems from 1961 to 2000 Ren, Wei; Tian, Hanqin; Chen, Guangsheng Environmental Pollution, Vol. 149, Issue 3 https://doi.org/10.1016/j.envpol.2007.05.029	journal	October 2007
Terrestrial carbon pools in southeast and south-central United States Han, Fengxiang X.; Plodinec, M. John; Su, Yi Climatic Change, Vol. 84, Issue 2 https://doi.org/10.1007/s10584-007-9244-5	journal	March 2007
Assessing rates of forest change and fragmentation in Alabama, USA, using the vegetation change tracker model Li, Mingshi; Huang, Chengquan; Zhu, Zhiliang Forest Ecology and Management, Vol. 257, Issue 6 https://doi.org/10.1016/j.foreco.2008.12.023	journal	March 2009
Forest management and the economics of carbon storage: the nonfinancial component Winjum, Jk; Lewis, Dk Climate Research, Vol. 3 https://doi.org/10.3354/cr003111	journal	January 1993
Century-Scale Responses of Ecosystem Carbon Storage and Flux to Multiple Environmental Changes in the Southern United States Tian, Hanqin; Chen, Guangsheng; Zhang, Chi Ecosystems, Vol. 15, Issue 4 https://doi.org/10.1007/s10021-012-9539-x	journal	April 2012
Effects of forest management on soil C and N storage: meta analysis Johnson, Dale W.; Curtis, Peter S. Forest Ecology and Management, Vol. 140, Issue 2-3 https://doi.org/10.1016/S0378-1127(00)00282-6	journal	January 2001
Manipulation of water and nutrients — Practice and opportunity in Southern U.S. pine forests Allen, H. L.; Dougherty, P. M.; Campbell, R. G. Forest Ecology and Management, Vol. 30, Issue 1-4 https://doi.org/10.1016/0378-1127(90)90153-3	journal	February 1990
Consistent Land- and Atmosphere-Based U.S. Carbon Sink Estimates Pacala, S. W. Science, Vol. 292, Issue 5525 https://doi.org/10.1126/science.1057320	journal	June 2001
Effects of forest biomass harvesting on soil productivity in boreal and temperate forests — A review Thiffault, Evelyne; Hannam, Kirsten D.; Paré, David Environmental Reviews, Vol. 19, Issue NA https://doi.org/10.1139/a11-009	journal	December 2011
Historical Patterns of Forest Fertilization in the Southeastern United States from 1969 to 2004 Albaugh, Timothy J.; Lee Allen, H.; Fox, Thomas R. Southern Journal of Applied Forestry, Vol. 31, Issue 3 https://doi.org/10.1093/sjaf/31.3.129	journal	August 2007
Tree Nutrition and Forest Fertilization of Pine Plantations in the Southern United States Fox, Thomas R.; Lee Allen, H.; Albaugh, Timothy J. Southern Journal of Applied Forestry, Vol. 31, Issue 1 https://doi.org/10.1093/sjaf/31.1.5	journal	February 2007
Attribution of spatial and temporal variations in terrestrial methane flux over North America Xu, X. F.; Tian, H. Q.; Zhang, C. Biogeosciences Discussions, Vol. 7, Issue 4 https://doi.org/10.5194/bgd-7-5383-2010	journal	January 2010
Age structure and disturbance legacy of North American forests Pan, Y.; Chen, J. M.; Birdsey, R. Biogeosciences Discussions, Vol. 7, Issue 1 https://doi.org/10.5194/bgd-7-979-2010	journal	January 2010

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