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Restrepo-Coupe N, Albert LP, Longo M, Baker I, Levine NM, Mercado LM, da Araujo AC, Christoffersen BO, Costa MH, Fitzjarrald DR, Galbraith D, Imbuzeiro H, Malhi Y, von Randow C, Zeng X, Moorcroft P, Saleska SR. Understanding water and energy fluxes in the Amazonia: Lessons from an observation-model intercomparison. Glob Chang Biol 2021; 27:1802-1819. [PMID: 33565692 DOI: 10.1111/gcb.15555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 01/18/2021] [Accepted: 02/03/2021] [Indexed: 06/12/2023]
Abstract
Tropical forests are an important part of global water and energy cycles, but the mechanisms that drive seasonality of their land-atmosphere exchanges have proven challenging to capture in models. Here, we (1) report the seasonality of fluxes of latent heat (LE), sensible heat (H), and outgoing short and longwave radiation at four diverse tropical forest sites across Amazonia-along the equator from the Caxiuanã and Tapajós National Forests in the eastern Amazon to a forest near Manaus, and from the equatorial zone to the southern forest in Reserva Jaru; (2) investigate how vegetation and climate influence these fluxes; and (3) evaluate land surface model performance by comparing simulations to observations. We found that previously identified failure of models to capture observed dry-season increases in evapotranspiration (ET) was associated with model overestimations of (1) magnitude and seasonality of Bowen ratios (relative to aseasonal observations in which sensible was only 20%-30% of the latent heat flux) indicating model exaggerated water limitation, (2) canopy emissivity and reflectance (albedo was only 10%-15% of incoming solar radiation, compared to 0.15%-0.22% simulated), and (3) vegetation temperatures (due to underestimation of dry-season ET and associated cooling). These partially compensating model-observation discrepancies (e.g., higher temperatures expected from excess Bowen ratios were partially ameliorated by brighter leaves and more interception/evaporation) significantly biased seasonal model estimates of net radiation (Rn ), the key driver of water and energy fluxes (LE ~ 0.6 Rn and H ~ 0.15 Rn ), though these biases varied among sites and models. A better representation of energy-related parameters associated with dynamic phenology (e.g., leaf optical properties, canopy interception, and skin temperature) could improve simulations and benchmarking of current vegetation-atmosphere exchange and reduce uncertainty of regional and global biogeochemical models.
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Affiliation(s)
- Natalia Restrepo-Coupe
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
- School of Life Sciences, University of Technology Sydney, Ultimo, NSW, Australia
| | - Loren P Albert
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
- Biology Department, West Virginia University, Morgantown, WV, USA
| | - Marcos Longo
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
| | - Ian Baker
- Colorado State University, Atmospheric Science, Fort Collins, CO, USA
| | - Naomi M Levine
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
- College of Letters, Arts, and Science, University of Southern California, Los Angeles, CA, USA
| | - Lina M Mercado
- University of Exeter, College of Life and Environmental Sciences, Exeter, Devon, UK
- Centre for Ecology and Hydrology, Wallingford, Oxfordshire, UK
| | - Alessandro C da Araujo
- Embrapa Amazônia Oriental, Belém, Pará, Brazil
- Programa LBA, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Amazonas, Brazil
| | - Bradley O'Donnell Christoffersen
- Department of Biology, University of Texas Rio Grande Valley, Edinburg, TX, USA
- Earth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos, NM, USA
| | - Marcos H Costa
- Department of Agricultural Engineering, Federal University of Vicosa, Vicosa, Mato Grosso, Brazil
| | | | | | - Hewlley Imbuzeiro
- Department of Agricultural Engineering, Federal University of Vicosa, Vicosa, Mato Grosso, Brazil
| | - Yadvinder Malhi
- Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK
| | - Celso von Randow
- National Institute for Space Research (INPE), Center for Earth Systems Science, São José dos Campos, São Pablo, Brazil
| | - Xubin Zeng
- Department of Hydrology and Atmospheric Sciences, University of Arizona, Tucson, AZ, USA
| | - Paul Moorcroft
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
| | - Scott R Saleska
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
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Longo M, Knox RG, Levine NM, Alves LF, Bonal D, Camargo PB, Fitzjarrald DR, Hayek MN, Restrepo-Coupe N, Saleska SR, da Silva R, Stark SC, Tapajós RP, Wiedemann KT, Zhang K, Wofsy SC, Moorcroft PR. Ecosystem heterogeneity and diversity mitigate Amazon forest resilience to frequent extreme droughts. New Phytol 2018; 219:914-931. [PMID: 29786858 DOI: 10.1111/nph.15185] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Accepted: 03/20/2018] [Indexed: 05/12/2023]
Abstract
The impact of increases in drought frequency on the Amazon forest's composition, structure and functioning remain uncertain. We used a process- and individual-based ecosystem model (ED2) to quantify the forest's vulnerability to increased drought recurrence. We generated meteorologically realistic, drier-than-observed rainfall scenarios for two Amazon forest sites, Paracou (wetter) and Tapajós (drier), to evaluate the impacts of more frequent droughts on forest biomass, structure and composition. The wet site was insensitive to the tested scenarios, whereas at the dry site biomass declined when average rainfall reduction exceeded 15%, due to high mortality of large-sized evergreen trees. Biomass losses persisted when year-long drought recurrence was shorter than 2-7 yr, depending upon soil texture and leaf phenology. From the site-level scenario results, we developed regionally applicable metrics to quantify the Amazon forest's climatological proximity to rainfall regimes likely to cause biomass loss > 20% in 50 yr according to ED2 predictions. Nearly 25% (1.8 million km2 ) of the Amazon forests could experience frequent droughts and biomass loss if mean annual rainfall or interannual variability changed by 2σ. At least 10% of the high-emission climate projections (CMIP5/RCP8.5 models) predict critically dry regimes over 25% of the Amazon forest area by 2100.
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Affiliation(s)
- Marcos Longo
- Faculty of Arts and Sciences, Harvard University, Cambridge, MA, 02138, USA
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, 91109, USA
| | - Ryan G Knox
- Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Naomi M Levine
- University of Southern California, Los Angeles, CA, 90007, USA
| | - Luciana F Alves
- Center for Tropical Research, Institute of the Environment and Sustainability, UCLA, Los Angeles, CA, 90095, USA
| | | | - Plinio B Camargo
- Centro de Energia Nuclear na Agricultura, Universidade de São Paulo, Piracicaba, SP, 13416-000, Brazil
| | | | - Matthew N Hayek
- Faculty of Arts and Sciences, Harvard University, Cambridge, MA, 02138, USA
| | - Natalia Restrepo-Coupe
- Climate Change Cluster, University of Technology Sydney, Sydney, NSW, 2007, Australia
- University of Arizona, Tucson, AZ, 85721, USA
| | | | - Rodrigo da Silva
- Universidade Federal do Oeste do Pará, Santarém, PA, 68040-255, USA
| | - Scott C Stark
- Michigan State University, East Lansing, MI, 48824, USA
| | | | - Kenia T Wiedemann
- Faculty of Arts and Sciences, Harvard University, Cambridge, MA, 02138, USA
| | - Ke Zhang
- Hohai University, Nanjing, Jiangsu, 210029, China
| | - Steven C Wofsy
- Faculty of Arts and Sciences, Harvard University, Cambridge, MA, 02138, USA
| | - Paul R Moorcroft
- Faculty of Arts and Sciences, Harvard University, Cambridge, MA, 02138, USA
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Fitzjarrald DR, Sakai RK, Moraes OLL, Cosme de Oliveira R, Acevedo OC, Czikowsky MJ, Beldini T. Spatial and temporal rainfall variability near the Amazon-Tapajós confluence. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jg000596] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- David R. Fitzjarrald
- Atmospheric Sciences Research Center; State University of New York at Albany; Albany New York USA
| | - Ricardo K. Sakai
- Atmospheric Sciences Research Center; State University of New York at Albany; Albany New York USA
| | | | | | - Otávio C. Acevedo
- Departamento de Física; Universidade Federal de Santa Maria; Santa Maria Brazil
| | - Matthew J. Czikowsky
- Atmospheric Sciences Research Center; State University of New York at Albany; Albany New York USA
| | - Troy Beldini
- Projeto LBA; Escritório e Laboratório de Apoio em Santarém; Santarém Brazil
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Tóta J, Fitzjarrald DR, Staebler RM, Sakai RK, Moraes OMM, Acevedo OC, Wofsy SC, Manzi AO. Amazon rain forest subcanopy flow and the carbon budget: Santarém LBA-ECO site. ACTA ACUST UNITED AC 2008. [DOI: 10.1029/2007jg000597] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Julio Tóta
- Instituto Nacional de Pesquisas da Amazônia, Manaus; Amazonas Brazil
| | - David R. Fitzjarrald
- Atmospheric Sciences Research Center; University at Albany, State University of New York; Albany New York USA
| | - Ralf M. Staebler
- Air Quality Research Branch, Environment Canada; Toronto, Ontario Canada
| | - Ricardo K. Sakai
- Atmospheric Sciences Research Center; University at Albany, State University of New York; Albany New York USA
| | - Osvaldo M. M. Moraes
- Departamento de Física; Universidade Federal de Santa Maria, Santa Maria; Rio Grande do Sul Brazil
| | - Otávio C. Acevedo
- Departamento de Física; Universidade Federal de Santa Maria, Santa Maria; Rio Grande do Sul Brazil
| | - Steven C. Wofsy
- Department of Earth and Planetary Sciences; Harvard University; Cambridge Massachusetts USA
| | - Antonio O. Manzi
- Instituto Nacional de Pesquisas da Amazônia, Manaus; Amazonas Brazil
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Abstract
Abstract
A better understanding of forest subcanopy flows is needed to evaluate their role in the horizontal movement of scalars, particularly in complex terrain. This paper describes detailed measurements of the canopy structure and its variability in both the horizontal and vertical directions at a deciduous forest in complex terrain (the Harvard Forest, Petersham, Massachusetts). The effects of the trunks and subcanopy shrubs on the flow field at each of six subcanopy array locations are quantified. The dynamics of the subcanopy flow are examined with pragmatic methods that can be implemented on a small scale with limited resources to estimate the stress divergence, buoyancy, and pressure gradient forces that drive the flow. The subcanopy flow at the Harvard Forest was driven by mechanisms other than vertical stress divergence 75% of the time. Nocturnal flows were driven predominantly by the negative buoyancy of a relatively cool layer near the forest floor. The direction of the resulting drainage flows followed the azimuth of the longest forest-floor slope. Similar results were found at a much flatter site at Borden, Ontario, Canada. There was no clear evidence of flow reversals in the subcanopy in the lee of ridges or hills at the Harvard Forest even in high wind conditions, contrary to some model predictions.
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Affiliation(s)
- Ralf M. Staebler
- Atmospheric Sciences Research Center, University at Albany, State University of New York, Albany, New York
| | - David R. Fitzjarrald
- Atmospheric Sciences Research Center, University at Albany, State University of New York, Albany, New York
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Munger JW, Wofsy SC, Bakwin PS, Fan SM, Goulden ML, Daube BC, Goldstein AH, Moore KE, Fitzjarrald DR. Atmospheric deposition of reactive nitrogen oxides and ozone in a temperate deciduous forest and a subarctic woodland: 1. Measurements and mechanisms. ACTA ACUST UNITED AC 1996. [DOI: 10.1029/96jd00230] [Citation(s) in RCA: 135] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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Moore KE, Fitzjarrald DR, Sakai RK, Goulden ML, Munger JW, Wofsy SC. Seasonal Variation in Radiative and Turbulent Exchange at a Deciduous Forest in Central Massachusetts. ACTA ACUST UNITED AC 1996. [DOI: 10.1175/1520-0450(1996)035<0122:svirat>2.0.co;2] [Citation(s) in RCA: 122] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Moore KE, Fitzjarrald DR, Wofsy SC, Daube BC, Munger JW, Bakwin PS, Crill P. A season of heat, water vapor, total hydrocarbon, and ozone fluxes at a subarctic fen. ACTA ACUST UNITED AC 1994. [DOI: 10.1029/93jd01442] [Citation(s) in RCA: 26] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Fitzjarrald DR, Moore KE. Growing season boundary layer climate and surface exchanges in a subarctic lichen woodland. ACTA ACUST UNITED AC 1994. [DOI: 10.1029/93jd01019] [Citation(s) in RCA: 59] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Bakwin PS, Wofsy SC, Fan SM, Fitzjarrald DR. Measurements of NOxand NOyconcentrations and fluxes over Arctic tundra. ACTA ACUST UNITED AC 1992. [DOI: 10.1029/91jd00929] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Fan SM, Wofsy SC, Bakwin PS, Jacob DJ, Fitzjarrald DR. Atmosphere-biosphere exchange of CO2and O3in the central Amazon Forest. ACTA ACUST UNITED AC 1990. [DOI: 10.1029/jd095id10p16851] [Citation(s) in RCA: 248] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Fitzjarrald DR, Moore KE, Cabral OMR, Scolar J, Manzi AO, de Abreu Sá LD. Daytime turbulent exchange between the Amazon forest and the atmosphere. ACTA ACUST UNITED AC 1990. [DOI: 10.1029/jd095id10p16825] [Citation(s) in RCA: 49] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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