DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Influence of landscape heterogeneity on water available to tropical forests in an Amazonian catchment and implications for modeling drought response

Abstract

The Amazon basin has experienced periodic droughts in the past, and intense and frequent droughts are predicted in the future. Landscape heterogeneity could play an important role in how tropical forests respond to drought by influencing water available to plants. Using the one-dimensional ACME Land Model and the three-dimensional ParFlow variably saturated flow model, numerical experiments were performed for a catchment in central Amazon to elucidate processes that influence water available for plant use and provide insights for improving Earth system models. Results from ParFlow show that topography has a dominant influence on groundwater table and runoff through lateral flow. Without any representations of lateral processes, ALM simulates very different seasonal variations in groundwater table and runoff compared to ParFlow even if it is able to reproduce the long-term spatial average groundwater table of ParFlow through simple parameter calibration. In the ParFlow simulations, even in the plateau with much deeper water table depth during the dry season in the drought year of 2005, plant transpiration is not water stressed as the soil saturation is still sufficient for the stomata to be fully open based on the empirical wilting formulation in the models. This finding is insensitive to uncertainty in atmosphericmore » forcing and soil parameters, but the empirical wilting formulation is an important factor that should be addressed using observations and modeling of coupled plant hydraulics-soil hydrology processes in future studies. Furthermore, the results could be applicable to other catchments in the Amazon basin with similar seasonal variability and hydrologic regimes.« less

Authors:
ORCiD logo [1]; ORCiD logo [1];  [1];  [1];  [2];  [3]; ORCiD logo [4]
  1. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  2. Colorado School of Mines, Golden, CO (United States)
  3. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
  4. Centro Nacional de Monitoramento e Alerta de Desastres Naturais, Sao Paulo (Brazil)
Publication Date:
Research Org.:
Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
OSTI Identifier:
1479325
Grant/Contract Number:  
AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
Journal of Geophysical Research: Atmospheres
Additional Journal Information:
Journal Volume: 122; Journal Issue: 16; Journal ID: ISSN 2169-897X
Publisher:
American Geophysical Union
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; landscape heterogeneity; lateral transport of soil moisture; transpiration; seasonal variability of groundwater dynamics and runoff

Citation Formats

Fang, Yilin, Leung, L. Ruby, Duan, Zhuoran, Wigmosta, Mark S., Maxwell, Reed M., Chambers, Jeffrey Q., and Tomasella, Javier. Influence of landscape heterogeneity on water available to tropical forests in an Amazonian catchment and implications for modeling drought response. United States: N. p., 2017. Web. doi:10.1002/2017JD027066.
Fang, Yilin, Leung, L. Ruby, Duan, Zhuoran, Wigmosta, Mark S., Maxwell, Reed M., Chambers, Jeffrey Q., & Tomasella, Javier. Influence of landscape heterogeneity on water available to tropical forests in an Amazonian catchment and implications for modeling drought response. United States. https://doi.org/10.1002/2017JD027066
Fang, Yilin, Leung, L. Ruby, Duan, Zhuoran, Wigmosta, Mark S., Maxwell, Reed M., Chambers, Jeffrey Q., and Tomasella, Javier. Mon . "Influence of landscape heterogeneity on water available to tropical forests in an Amazonian catchment and implications for modeling drought response". United States. https://doi.org/10.1002/2017JD027066. https://www.osti.gov/servlets/purl/1479325.
@article{osti_1479325,
title = {Influence of landscape heterogeneity on water available to tropical forests in an Amazonian catchment and implications for modeling drought response},
author = {Fang, Yilin and Leung, L. Ruby and Duan, Zhuoran and Wigmosta, Mark S. and Maxwell, Reed M. and Chambers, Jeffrey Q. and Tomasella, Javier},
abstractNote = {The Amazon basin has experienced periodic droughts in the past, and intense and frequent droughts are predicted in the future. Landscape heterogeneity could play an important role in how tropical forests respond to drought by influencing water available to plants. Using the one-dimensional ACME Land Model and the three-dimensional ParFlow variably saturated flow model, numerical experiments were performed for a catchment in central Amazon to elucidate processes that influence water available for plant use and provide insights for improving Earth system models. Results from ParFlow show that topography has a dominant influence on groundwater table and runoff through lateral flow. Without any representations of lateral processes, ALM simulates very different seasonal variations in groundwater table and runoff compared to ParFlow even if it is able to reproduce the long-term spatial average groundwater table of ParFlow through simple parameter calibration. In the ParFlow simulations, even in the plateau with much deeper water table depth during the dry season in the drought year of 2005, plant transpiration is not water stressed as the soil saturation is still sufficient for the stomata to be fully open based on the empirical wilting formulation in the models. This finding is insensitive to uncertainty in atmospheric forcing and soil parameters, but the empirical wilting formulation is an important factor that should be addressed using observations and modeling of coupled plant hydraulics-soil hydrology processes in future studies. Furthermore, the results could be applicable to other catchments in the Amazon basin with similar seasonal variability and hydrologic regimes.},
doi = {10.1002/2017JD027066},
journal = {Journal of Geophysical Research: Atmospheres},
number = 16,
volume = 122,
place = {United States},
year = {Mon Aug 07 00:00:00 EDT 2017},
month = {Mon Aug 07 00:00:00 EDT 2017}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 17 works
Citation information provided by
Web of Science

Figures / Tables:

Figure 1 Figure 1: Map of surface elevation and top soil class in the Asu catchment at 90 m resolution. The domain size is 5400 m x 4590 m.

Save / Share:

Works referenced in this record:

The drought of 2010 in the context of historical droughts in the Amazon region: DROUGHT AMAZON 2010
journal, June 2011

  • Marengo, Jose A.; Tomasella, Javier; Alves, Lincoln M.
  • Geophysical Research Letters, Vol. 38, Issue 12
  • DOI: 10.1029/2011GL047436

Annual variation of rainfall over Brazil and water vapor characteristics over South America
journal, November 1996

  • Rao, Vadlamudi Brahmananda; Cavalcanti, Iracema F. A.; Hada, Kioshi
  • Journal of Geophysical Research: Atmospheres, Vol. 101, Issue D21
  • DOI: 10.1029/96JD01936

A hybrid‐3D hillslope hydrological model for use in E arth system models
journal, October 2015

  • Hazenberg, P.; Fang, Y.; Broxton, P.
  • Water Resources Research, Vol. 51, Issue 10
  • DOI: 10.1002/2014WR016842

Modeling surface water dynamics in the Amazon Basin using MOSART-Inundation v1.0: impacts of geomorphological parameters and river flow representation
journal, January 2017

  • Luo, Xiangyu; Li, Hong-Yi; Leung, L. Ruby
  • Geoscientific Model Development, Vol. 10, Issue 3
  • DOI: 10.5194/gmd-10-1233-2017

Potential hydrologic changes in the Amazon by the end of the 21st century and the groundwater buffer
journal, August 2014


The role of deep roots in the hydrological and carbon cycles of Amazonian forests and pastures
journal, December 1994

  • Nepstad, Daniel C.; de Carvalho, Claudio R.; Davidson, Eric A.
  • Nature, Vol. 372, Issue 6507
  • DOI: 10.1038/372666a0

Deep soil water dynamics in an undisturbed primary forest in central Amazonia: Differences between normal years and the 2005 drought
journal, March 2017

  • Broedel, Elisângela; Tomasella, Javier; Cândido, Luiz Antônio
  • Hydrological Processes, Vol. 31, Issue 9
  • DOI: 10.1002/hyp.11143

Exploring new topography-based subgrid spatial structures for improving land surface modeling
journal, January 2017

  • Tesfa, Teklu K.; Leung, Lai-Yung Ruby
  • Geoscientific Model Development, Vol. 10, Issue 2
  • DOI: 10.5194/gmd-10-873-2017

Incorporating organic soil into a global climate model
journal, June 2007


Patterns of water and heat flux across a biome gradient from tropical forest to savanna in Brazil
journal, January 2009

  • da Rocha, Humberto R.; Manzi, Antonio O.; Cabral, Osvaldo M.
  • Journal of Geophysical Research, Vol. 114
  • DOI: 10.1029/2007JG000640

The role of groundwater in the Amazon water cycle: 2. Influence on seasonal soil moisture and evapotranspiration: AMAZON GROUNDWATER AND SEASONAL ET
journal, August 2012

  • Miguez-Macho, Gonzalo; Fan, Ying
  • Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D15
  • DOI: 10.1029/2012JD017540

Seasonal drought stress in the Amazon: Reconciling models and observations: TAPAJOS km 83 NEE ANNUAL CYCLE
journal, March 2008

  • Baker, I. T.; Prihodko, L.; Denning, A. S.
  • Journal of Geophysical Research: Biogeosciences, Vol. 113, Issue G1
  • DOI: 10.1029/2007JG000644

Influence of lateral subsurface flow and connectivity on soil water storage in land surface modeling: Lateral Subsurface Flow and Connectivity
journal, January 2016

  • Kim, Jonggun; Mohanty, Binayak P.
  • Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 2
  • DOI: 10.1002/2015JD024067

A Conjunctive Surface–Subsurface Flow Representation for Mesoscale Land Surface Models
journal, October 2013

  • Choi, Hyun Il; Liang, Xin-Zhong; Kumar, Praveen
  • Journal of Hydrometeorology, Vol. 14, Issue 5
  • DOI: 10.1175/Jhm-D-12-0168.1

Analytical expressions for transient specific yield and shallow water table drainage: TECHNICAL NOTE
journal, October 2002


The water balance of an Amazonian micro-catchment: the effect of interannual variability of rainfall on hydrological behaviour
journal, January 2008

  • Tomasella, Javier; Hodnett, Martin G.; Cuartas, Luz Adriana
  • Hydrological Processes, Vol. 22, Issue 13
  • DOI: 10.1002/hyp.6813

Projections of future meteorological drought and wet periods in the Amazon
journal, October 2015

  • Duffy, Philip B.; Brando, Paulo; Asner, Gregory P.
  • Proceedings of the National Academy of Sciences, Vol. 112, Issue 43
  • DOI: 10.1073/pnas.1421010112

Effects of watershed topography, soils, land use, and climate on baseflow hydrology in humid regions: A review
journal, May 2011


Improving the Numerical Solution of Soil Moisture–Based Richards Equation for Land Models with a Deep or Shallow Water Table
journal, February 2009


Global Patterns of Groundwater Table Depth
journal, February 2013


Seasonal carbon dynamics and water fluxes in an Amazon rainforest
journal, January 2012


What drives the seasonality of photosynthesis across the Amazon basin? A cross-site analysis of eddy flux tower measurements from the Brasil flux network
journal, December 2013


Potential groundwater contribution to Amazon evapotranspiration
journal, January 2010


Simulated Changes in Northwest U.S. Climate in Response to Amazon Deforestation
journal, November 2013


A simple TOPMODEL-based runoff parameterization (SIMTOP) for use in global climate models
journal, January 2005

  • Niu, Guo-Yue; Yang, Zong-Liang; Dickinson, Robert E.
  • Journal of Geophysical Research, Vol. 110, Issue D21
  • DOI: 10.1029/2005JD006111

What plant hydraulics can tell us about responses to climate-change droughts
journal, March 2015

  • Sperry, John S.; Love, David M.
  • New Phytologist, Vol. 207, Issue 1
  • DOI: 10.1111/nph.13354

An overview of current applications, challenges, and future trends in distributed process-based models in hydrology
journal, June 2016


Capillary Properties of Soils - Influence Upon Specific Yield
journal, January 1972


Amazon vegetation greenness as measured by satellite sensors over the last decade: DECADAL CHANGES IN AMAZON GREENNESS
journal, October 2011

  • Atkinson, P. M.; Dash, J.; Jeganathan, C.
  • Geophysical Research Letters, Vol. 38, Issue 19
  • DOI: 10.1029/2011GL049118

The response of tropical rainforests to drought—lessons from recent research and future prospects
journal, March 2016


A high-resolution simulation of groundwater and surface water over most of the continental US with the integrated hydrologic model ParFlow v3
journal, January 2015

  • Maxwell, R. M.; Condon, L. E.; Kollet, S. J.
  • Geoscientific Model Development, Vol. 8, Issue 3
  • DOI: 10.5194/gmd-8-923-2015

Integrated surface–groundwater flow modeling: A free-surface overland flow boundary condition in a parallel groundwater flow model
journal, July 2006


Interannual variability of surface climate in the Amazon basin
journal, December 1992


Distributed hydrological modeling of a micro-scale rainforest watershed in Amazonia: Model evaluation and advances in calibration using the new HAND terrain model
journal, September 2012


Improving the representation of hydrologic processes in Earth System Models: REPRESENTING HYDROLOGIC PROCESSES IN EARTH SYSTEM MODELS
journal, August 2015

  • Clark, Martyn P.; Fan, Ying; Lawrence, David M.
  • Water Resources Research, Vol. 51, Issue 8
  • DOI: 10.1002/2015WR017096

Amazonian forest dieback under climate-carbon cycle projections for the 21st century
journal, April 2004

  • Cox, P. M.; Betts, R. A.; Collins, M.
  • Theoretical and Applied Climatology, Vol. 78, Issue 1-3
  • DOI: 10.1007/s00704-004-0049-4

Hydraulic redistribution in three Amazonian trees
journal, August 2005


Height Above the Nearest Drainage – a hydrologically relevant new terrain model
journal, June 2011


Connections between groundwater flow and transpiration partitioning
journal, July 2016


Newton–Krylov-multigrid solvers for large-scale, highly heterogeneous, variably saturated flow problems
journal, July 2001


A Parallel Multigrid Preconditioned Conjugate Gradient Algorithm for Groundwater Flow Simulations
journal, September 1996

  • Ashby, Steven F.; Falgout, Robert D.
  • Nuclear Science and Engineering, Vol. 124, Issue 1
  • DOI: 10.13182/NSE96-A24230

The Drought of Amazonia in 2005
journal, February 2008

  • Marengo, José A.; Nobre, Carlos A.; Tomasella, Javier
  • Journal of Climate, Vol. 21, Issue 3
  • DOI: 10.1175/2007JCLI1600.1

Study of the water retention properties of a tropical soil
journal, September 2009

  • Miguel, Miriam Gonçalves; Vilar, Orencio Monje
  • Canadian Geotechnical Journal, Vol. 46, Issue 9
  • DOI: 10.1139/T09-039

Changes in soil pore-space distribution following deforestation and revegetation: An example from the Central Amazon Basin, Brazil
journal, February 1991


Works referencing / citing this record:

Land use change impacts on European heat and drought: remote land-atmosphere feedbacks mitigated locally by shallow groundwater
journal, April 2019

  • Zipper, Samuel C.; Keune, Jessica; Kollet, Stefan J.
  • Environmental Research Letters, Vol. 14, Issue 4
  • DOI: 10.1088/1748-9326/ab0db3

Reviews and syntheses: Turning the challenges of partitioning ecosystem evaporation and transpiration into opportunities
journal, January 2019

  • Stoy, Paul C.; El-Madany, Tarek S.; Fisher, Joshua B.
  • Biogeosciences, Vol. 16, Issue 19
  • DOI: 10.5194/bg-16-3747-2019

Coupling a three-dimensional subsurface flow and transport model with a land surface model to simulate stream–aquifer–land interactions (CP v1.0)
journal, January 2017

  • Bisht, Gautam; Huang, Maoyi; Zhou, Tian
  • Geoscientific Model Development, Vol. 10, Issue 12
  • DOI: 10.5194/gmd-10-4539-2017