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Title: The influence of water table depth and the free atmospheric state on convective rainfall predisposition

Abstract

Here, we report a mechanistic model for the soil-plant system is coupled to a conventional slab representation of the atmospheric boundary layer (ABL) to explore the role of groundwater table (WT) variations and free atmospheric (FA) states on convective rainfall predisposition (CRP) at a Loblolly pine plantation site situated in the lower coastal plain of North Carolina. Predisposition is quantified using the crossing between modeled lifting condensation level (LCL) and convectively grown ABL depth. The LCL-ABL depth crossing is necessary for air saturation but not sufficient for cloud formation and subsequent convective rainfall occurrence. However, such crossing forms the main template for which all subsequent dynamical processes regulating the formation (or suppression) of convective rainfall operate on. If the feedback between surface fluxes and FA conditions is neglected, a reduction in latent heat flux associated with reduced WT levels is shown to enhance the ABL-LCL crossing probability. When the soil-plant system is fully coupled with ABL dynamics thereby allowing feedback with ABL temperature and humidity, FA states remain the leading control on CRP. However, vegetation water stress plays a role in controlling ABL-LCL crossing when the humidity supply by the FA is within an intermediate range of values. When FAmore » humidity supply is low, cloud formation is suppressed independent of surface latent heat flux. Similarly, when FA moisture supply is high, cloud formation can occur independent of surface latent heat flux. In an intermediate regime of FA moisture supply, the surface latent heat flux controlled by soil water availability can supplement (or suppress) the necessary water vapor leading to reduced LCL and subsequent ABL-LCL crossing. Lastly, it is shown that this intermediate state corresponds to FA values around the mode in observed humidity lapse rates γw (between -2.5 × 10-6 and -1.5 × 10-6 kg kg-1m-1), suggesting that vegetation water uptake may be controlling CRP at the study site.« less

Authors:
 [1];  [2];  [3];  [4];  [5];  [1]
  1. Duke Univ., Durham, NC (United States). Nicholas School of the Environment and Pratt School of Engineering
  2. Duke Univ., Durham, NC (United States). Nicholas School of the Environment and Pratt School of Engineering; University of Padova (Italy). Department of Mathematics
  3. North Carolina State Univ., Raleigh, NC (United States). Department of Forestry and Environmental Resources; University of Bordeaux, Gradignan (France). Bordeaux Sciences Agro UMR 1391 INRA-ISPA
  4. University of Padova (Italy). Department of Mathematics
  5. Duke Univ., Durham, NC (United States). Nicholas School of the Environment and Pratt School of Engineering; University of Padova (Italy). Department of Civil, Architectural and Environmental Engineering
Publication Date:
Research Org.:
Duke Univ., Durham, NC (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
OSTI Identifier:
1454929
Alternate Identifier(s):
OSTI ID: 1402297
Grant/Contract Number:  
SC0006967; SC-0006700-ER65189; IS-4374-11C
Resource Type:
Accepted Manuscript
Journal Name:
Water Resources Research
Additional Journal Information:
Journal Volume: 51; Journal Issue: 4; Journal ID: ISSN 0043-1397
Publisher:
American Geophysical Union (AGU)
Country of Publication:
United States
Language:
English
Subject:
58 GEOSCIENCES; 54 ENVIRONMENTAL SCIENCES; groundwater; rainfall; convection; optimization theory; transpiration; CATHY

Citation Formats

Bonetti, Sara, Manoli, Gabriele, Domec, Jean-Christophe, Putti, Mario, Marani, Marco, and Katul, Gabriel G. The influence of water table depth and the free atmospheric state on convective rainfall predisposition. United States: N. p., 2015. Web. doi:10.1002/2014WR016431.
Bonetti, Sara, Manoli, Gabriele, Domec, Jean-Christophe, Putti, Mario, Marani, Marco, & Katul, Gabriel G. The influence of water table depth and the free atmospheric state on convective rainfall predisposition. United States. https://doi.org/10.1002/2014WR016431
Bonetti, Sara, Manoli, Gabriele, Domec, Jean-Christophe, Putti, Mario, Marani, Marco, and Katul, Gabriel G. Mon . "The influence of water table depth and the free atmospheric state on convective rainfall predisposition". United States. https://doi.org/10.1002/2014WR016431. https://www.osti.gov/servlets/purl/1454929.
@article{osti_1454929,
title = {The influence of water table depth and the free atmospheric state on convective rainfall predisposition},
author = {Bonetti, Sara and Manoli, Gabriele and Domec, Jean-Christophe and Putti, Mario and Marani, Marco and Katul, Gabriel G.},
abstractNote = {Here, we report a mechanistic model for the soil-plant system is coupled to a conventional slab representation of the atmospheric boundary layer (ABL) to explore the role of groundwater table (WT) variations and free atmospheric (FA) states on convective rainfall predisposition (CRP) at a Loblolly pine plantation site situated in the lower coastal plain of North Carolina. Predisposition is quantified using the crossing between modeled lifting condensation level (LCL) and convectively grown ABL depth. The LCL-ABL depth crossing is necessary for air saturation but not sufficient for cloud formation and subsequent convective rainfall occurrence. However, such crossing forms the main template for which all subsequent dynamical processes regulating the formation (or suppression) of convective rainfall operate on. If the feedback between surface fluxes and FA conditions is neglected, a reduction in latent heat flux associated with reduced WT levels is shown to enhance the ABL-LCL crossing probability. When the soil-plant system is fully coupled with ABL dynamics thereby allowing feedback with ABL temperature and humidity, FA states remain the leading control on CRP. However, vegetation water stress plays a role in controlling ABL-LCL crossing when the humidity supply by the FA is within an intermediate range of values. When FA humidity supply is low, cloud formation is suppressed independent of surface latent heat flux. Similarly, when FA moisture supply is high, cloud formation can occur independent of surface latent heat flux. In an intermediate regime of FA moisture supply, the surface latent heat flux controlled by soil water availability can supplement (or suppress) the necessary water vapor leading to reduced LCL and subsequent ABL-LCL crossing. Lastly, it is shown that this intermediate state corresponds to FA values around the mode in observed humidity lapse rates γw (between -2.5 × 10-6 and -1.5 × 10-6 kg kg-1m-1), suggesting that vegetation water uptake may be controlling CRP at the study site.},
doi = {10.1002/2014WR016431},
journal = {Water Resources Research},
number = 4,
volume = 51,
place = {United States},
year = {Mon Mar 16 00:00:00 EDT 2015},
month = {Mon Mar 16 00:00:00 EDT 2015}
}

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Works referenced in this record:

The groundwater–land-surface–atmosphere connection: Soil moisture effects on the atmospheric boundary layer in fully-coupled simulations
journal, December 2007


The Energy Balance Closure Problem: an Overview
journal, September 2008


Diagnosing evaporative fraction over land from boundary-layer clouds: EVAPORATIVE FRACTION FROM CLOUDS
journal, August 2013

  • Gentine, Pierre; Ferguson, Craig R.; Holtslag, Albert A. M.
  • Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 15
  • DOI: 10.1002/jgrd.50416

Feedbacks in the Land-Surface and Mixed-Layer Energy Budgets
journal, July 1998


Contemporary climate change in the Amazon
journal, January 2005


Atmospheric Boundary-Layer Dynamics with Constant Bowen Ratio
journal, June 2009


A Model for the Dynamics of the Inversion Above a Convective Boundary Layer
journal, May 1973


Canopy directional emissivity: Comparison between models
journal, November 2005


On a derivable formula for long-wave radiation from clear skies
journal, October 1975


Hydrologic and atmospheric controls on initiation of convective precipitation events: HYDROLOGIC AND ATMOSPHERIC CONTROLS
journal, March 2007

  • Juang, Jehn-Yih; Porporato, Amilcare; Stoy, Paul C.
  • Water Resources Research, Vol. 43, Issue 3
  • DOI: 10.1029/2006WR004954

Root controls on water redistribution and carbon uptake in the soil–plant system under current and future climate
journal, October 2013


Nocturnal evapotranspiration in eddy-covariance records from three co-located ecosystems in the Southeastern U.S.: Implications for annual fluxes
journal, September 2009


Regions of Strong Coupling Between Soil Moisture and Precipitation
journal, August 2004


Separating the effects of climate and vegetation on evapotranspiration along a successional chronosequence in the southeastern US
journal, November 2006


Response of carbon fluxes to drought in a coastal plain loblolly pine forest: DROUGHT AND CARBON FLUXES IN A COASTAL PLAIN FOREST
journal, January 2010


Representing Sheared Convective Boundary Layer by Zeroth- and First-Order-Jump Mixed-Layer Models: Large-Eddy Simulation Verification
journal, September 2006

  • Pino, David; Vilà-Guerau de Arellano, Jordi; Kim, Si-Wan
  • Journal of Applied Meteorology and Climatology, Vol. 45, Issue 9
  • DOI: 10.1175/JAM2396.1

Surface and Atmospheric Controls on the Onset of Moist Convection over Land
journal, October 2013

  • Gentine, Pierre; Holtslag, Albert A. M.; D'Andrea, Fabio
  • Journal of Hydrometeorology, Vol. 14, Issue 5
  • DOI: 10.1175/JHM-D-12-0137.1

A Sensitivity Analysis of the Nocturnal Boundary-Layer Properties to Atmospheric Emissivity Formulations
journal, December 2009


A stomatal optimization theory to describe the effects of atmospheric CO2 on leaf photosynthesis and transpiration
journal, December 2009

  • Katul, Gabriel; Manzoni, Stefano; Palmroth, Sari
  • Annals of Botany, Vol. 105, Issue 3
  • DOI: 10.1093/aob/mcp292

Atmospheric Controls on Soil Moisture–Boundary Layer Interactions. Part II: Feedbacks within the Continental United States
journal, June 2003


Budget analysis of the boundary layer grid flights during FIFE 1987
journal, January 1992

  • Betts, A. K.; Desjardins, R. L.; MacPherson, J. I.
  • Journal of Geophysical Research, Vol. 97, Issue D17
  • DOI: 10.1029/91JD03173

Modelled suppression of boundary-layer clouds by plants in a CO2-rich atmosphere
journal, September 2012

  • de Arellano, Jordi Vilà-Guerau; van Heerwaarden, Chiel C.; Lelieveld, Jos
  • Nature Geoscience, Vol. 5, Issue 10
  • DOI: 10.1038/ngeo1554

Radiative Cooling Effects within and above the Nocturnal Boundary Layer
journal, December 1981


An Introduction to Boundary Layer Meteorology
book, January 1988


Evapotranspiration: A process driving mass transport and energy exchange in the soil-plant-atmosphere-climate system: EVAPOTRANSPIRATION AND CLIMATE
journal, July 2012

  • Katul, Gabriel G.; Oren, Ram; Manzoni, Stefano
  • Reviews of Geophysics, Vol. 50, Issue 3
  • DOI: 10.1029/2011RG000366

Onset of water stress, hysteresis in plant conductance, and hydraulic lift: Scaling soil water dynamics from millimeters to meters: WATER STRESS AND HYDRAULIC LIFT
journal, January 2008

  • Siqueira, Mario; Katul, Gabriel; Porporato, Amilcare
  • Water Resources Research, Vol. 44, Issue 1
  • DOI: 10.1029/2007WR006094

An assessment of storage terms in the surface energy balance of maize and soybean
journal, September 2004


Tree root systems competing for soil moisture in a 3D soil–plant model
journal, April 2014


Energy and water balance of two contrasting loblolly pine plantations on the lower coastal plain of North Carolina, USA
journal, March 2010


The rainfall-no rainfall transition in a coupled land-convective atmosphere system: RAINFALL-NO RAINFALL TRANSITION
journal, July 2010

  • Konings, Alexandra G.; Katul, Gabriel G.; Porporato, Amilcare
  • Geophysical Research Letters, Vol. 37, Issue 14
  • DOI: 10.1029/2010GL043967

Convective Planetary Boundary Layer Interactions with the Land Surface at Diurnal Time Scales: Diagnostics and Feedbacks
journal, October 2007

  • Santanello, Joseph A.; Friedl, Mark A.; Ek, Michael B.
  • Journal of Hydrometeorology, Vol. 8, Issue 5
  • DOI: 10.1175/JHM614.1

Estimation of Biomass Heat Storage Using Thermal Infrared Imagery: Application to a Walnut Orchard
journal, July 2010

  • Garai, Anirban; Kleissl, Jan; Llewellyn Smith, Stefan G.
  • Boundary-Layer Meteorology, Vol. 137, Issue 2
  • DOI: 10.1007/s10546-010-9524-x

Numerical Simulations of the Effect of Soil Moisture and Vegetation Cover on the Development of Deep Convection
journal, September 1995


A comparison of Picard and Newton iteration in the numerical solution of multidimensional variably saturated flow problems
journal, December 1994

  • Paniconi, Claudio; Putti, Mario
  • Water Resources Research, Vol. 30, Issue 12
  • DOI: 10.1029/94WR02046

Soil Moisture Feedbacks on Convection Triggers: The Role of Soil–Plant Hydrodynamics
journal, February 2009

  • Siqueira, Mario; Katul, Gabriel; Porporato, Amilcare
  • Journal of Hydrometeorology, Vol. 10, Issue 1
  • DOI: 10.1175/2008JHM1027.1

Boundary Layer Clouds and Vegetation–Atmosphere Feedbacks
journal, January 2001


Eddy Covariance
book, January 2012


Works referencing / citing this record:

Suppressed convective rainfall by agricultural expansion in southeastern B urkina F aso
journal, July 2015

  • Mande, Theophile; Ceperley, Natalie C.; Katul, Gabriel G.
  • Water Resources Research, Vol. 51, Issue 7
  • DOI: 10.1002/2015wr017144

Dry-Season Greening and Water Stress in Amazonia: The Role of Modeling Leaf Phenology
journal, June 2018

  • Manoli, Gabriele; Ivanov, Valeriy Y.; Fatichi, Simone
  • Journal of Geophysical Research: Biogeosciences, Vol. 123, Issue 6
  • DOI: 10.1029/2017jg004282

Ecohydrological changes after tropical forest conversion to oil palm
journal, June 2018

  • Manoli, Gabriele; Meijide, Ana; Huth, Neil
  • Environmental Research Letters, Vol. 13, Issue 6
  • DOI: 10.1088/1748-9326/aac54e

Soil-plant-atmosphere conditions regulating convective cloud formation above southeastern US pine plantations
journal, March 2016

  • Manoli, Gabriele; Domec, Jean-Christophe; Novick, Kimberly
  • Global Change Biology, Vol. 22, Issue 6
  • DOI: 10.1111/gcb.13221

Ecohydrological changes after tropical forest conversion to oil palm
text, January 2018