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Title: Assessment of uncertainties in the response of the African monsoon precipitation to land use change simulated by a regional model

Abstract

Land use and land cover over Africa have changed substantially over the last sixty years and this change has been proposed to affect monsoon circulation and precipitation. This study examines the uncertainties on the effect of these changes on the African Monsoon system and Sahel precipitation using an ensemble of regional model simulations with different combinations of land surface and cumulus parameterization schemes. Furthermore, the magnitude of the response covers a broad range of values, most of the simulations show a decline in Sahel precipitation due to the expansion of pasture and croplands at the expense of trees and shrubs and an increase in surface air temperature.

Authors:
 [1];  [1];  [2];  [2];  [2];  [3];  [1];  [1]
  1. Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
  2. Univ. of California, Los Angeles, CA (United States)
  3. Univ. of Texas, Austin, TX (United States)
Publication Date:
Research Org.:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE Office of Science (SC)
OSTI Identifier:
1166680
Report Number(s):
PNNL-SA-96599
Journal ID: ISSN 0930-7575; KP1703010
Grant/Contract Number:  
AC05-76RL01830
Resource Type:
Accepted Manuscript
Journal Name:
Climate Dynamics
Additional Journal Information:
Journal Volume: 43; Journal Issue: 9-10; Journal ID: ISSN 0930-7575
Publisher:
Springer-Verlag
Country of Publication:
United States
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; MONSOONS; PRECIPITATION; SIMULATION; African; monsoon; precipitation; model; simulations; land use change; land cover change; African Easterly Jet; land degradation; crop land; pasture land; regional model simulations; land surface models

Citation Formats

Hagos, Samson M., Leung, Lai-Yung Ruby, Xue, Yongkang, Boone, Aaron, de Sales, Fernando, Neupane, Naresh, Huang, Maoyi, and Yoon, Jin -Ho. Assessment of uncertainties in the response of the African monsoon precipitation to land use change simulated by a regional model. United States: N. p., 2014. Web. doi:10.1007/s00382-014-2092-x.
Hagos, Samson M., Leung, Lai-Yung Ruby, Xue, Yongkang, Boone, Aaron, de Sales, Fernando, Neupane, Naresh, Huang, Maoyi, & Yoon, Jin -Ho. Assessment of uncertainties in the response of the African monsoon precipitation to land use change simulated by a regional model. United States. https://doi.org/10.1007/s00382-014-2092-x
Hagos, Samson M., Leung, Lai-Yung Ruby, Xue, Yongkang, Boone, Aaron, de Sales, Fernando, Neupane, Naresh, Huang, Maoyi, and Yoon, Jin -Ho. Sat . "Assessment of uncertainties in the response of the African monsoon precipitation to land use change simulated by a regional model". United States. https://doi.org/10.1007/s00382-014-2092-x. https://www.osti.gov/servlets/purl/1166680.
@article{osti_1166680,
title = {Assessment of uncertainties in the response of the African monsoon precipitation to land use change simulated by a regional model},
author = {Hagos, Samson M. and Leung, Lai-Yung Ruby and Xue, Yongkang and Boone, Aaron and de Sales, Fernando and Neupane, Naresh and Huang, Maoyi and Yoon, Jin -Ho},
abstractNote = {Land use and land cover over Africa have changed substantially over the last sixty years and this change has been proposed to affect monsoon circulation and precipitation. This study examines the uncertainties on the effect of these changes on the African Monsoon system and Sahel precipitation using an ensemble of regional model simulations with different combinations of land surface and cumulus parameterization schemes. Furthermore, the magnitude of the response covers a broad range of values, most of the simulations show a decline in Sahel precipitation due to the expansion of pasture and croplands at the expense of trees and shrubs and an increase in surface air temperature.},
doi = {10.1007/s00382-014-2092-x},
journal = {Climate Dynamics},
number = 9-10,
volume = 43,
place = {United States},
year = {Sat Feb 22 00:00:00 EST 2014},
month = {Sat Feb 22 00:00:00 EST 2014}
}

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Cited by: 26 works
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Works referenced in this record:

Simulation of West African monsoon using RegCM3 Part II: impacts of deforestation and desertification
journal, October 2007

  • Abiodun, B. J.; Pal, J. S.; Afiesimama, E. A.
  • Theoretical and Applied Climatology, Vol. 93, Issue 3-4
  • DOI: 10.1007/s00704-007-0333-1

The AMMA Land Surface Model Intercomparison Project (ALMIP)
journal, December 2009

  • Boone, Aaron; de Rosnay, Patricia; Balsamo, Gianpaolo
  • Bulletin of the American Meteorological Society, Vol. 90, Issue 12
  • DOI: 10.1175/2009BAMS2786.1

Dynamics of deserts and drought in the Sahel
journal, April 1975

  • Charney, J. G.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 101, Issue 428
  • DOI: 10.1002/qj.49710142802

A Comparative Study of the Effects of Albedo Change on Drought in Semi–Arid Regions
journal, September 1977


Simulation of an abrupt change in Saharan vegetation in the Mid-Holocene
journal, July 1999

  • Claussen, Martin; Kubatzki, Claudia; Brovkin, Victor
  • Geophysical Research Letters, Vol. 26, Issue 14
  • DOI: 10.1029/1999GL900494

The ERA-Interim reanalysis: configuration and performance of the data assimilation system
journal, April 2011

  • Dee, D. P.; Uppala, S. M.; Simmons, A. J.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue 656
  • DOI: 10.1002/qj.828

Estimated impacts of soil degradation on the African water balance and climate
journal, January 1998


Oceanic Forcing of Sahel Rainfall on Interannual to Interdecadal Time Scales
journal, November 2003


Estimating global land use change over the past 300 years: The HYDE Database
journal, June 2001


Prognostic Evaluation of Assumptions Used by Cumulus Parameterizations
journal, March 1993


GLACE: The Global Land–Atmosphere Coupling Experiment. Part II: Analysis
journal, August 2006

  • Guo, Zhichang; Dirmeyer, Paul A.; Koster, Randal D.
  • Journal of Hydrometeorology, Vol. 7, Issue 4
  • DOI: 10.1175/JHM511.1

Ocean Warming and Late-Twentieth-Century Sahel Drought and Recovery
journal, August 2008


Diabatic heating, divergent circulation and moisture transport in the African monsoon system
journal, December 2009

  • Hagos, Samson; Zhang, Chidong
  • Quarterly Journal of the Royal Meteorological Society, Vol. 136, Issue S1
  • DOI: 10.1002/qj.538

A New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes
journal, September 2006

  • Hong, Song-You; Noh, Yign; Dudhia, Jimy
  • Monthly Weather Review, Vol. 134, Issue 9
  • DOI: 10.1175/MWR3199.1

Global Precipitation at One-Degree Daily Resolution from Multisatellite Observations
journal, February 2001


The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales
journal, February 2007

  • Huffman, George J.; Bolvin, David T.; Nelkin, Eric J.
  • Journal of Hydrometeorology, Vol. 8, Issue 1
  • DOI: 10.1175/JHM560.1

The Kain–Fritsch Convective Parameterization: An Update
journal, January 2004


NCEP–DOE AMIP-II Reanalysis (R-2)
journal, November 2002

  • Kanamitsu, Masao; Ebisuzaki, Wesley; Woollen, Jack
  • Bulletin of the American Meteorological Society, Vol. 83, Issue 11
  • DOI: 10.1175/BAMS-83-11-1631

A further assessment of vegetation feedback on decadal Sahel rainfall variability
journal, May 2012


A multimodel study of the twentieth-century simulations of Sahel drought from the 1970s to 1990s
journal, January 2006

  • Lau, K. M.; Shen, S. S. P.; Kim, K. -M.
  • Journal of Geophysical Research, Vol. 111, Issue D7
  • DOI: 10.1029/2005JD006281

An improved method of constructing a database of monthly climate observations and associated high-resolution grids
journal, January 2005

  • Mitchell, Timothy D.; Jones, Philip D.
  • International Journal of Climatology, Vol. 25, Issue 6
  • DOI: 10.1002/joc.1181

Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave
journal, July 1997

  • Mlawer, Eli J.; Taubman, Steven J.; Brown, Patrick D.
  • Journal of Geophysical Research: Atmospheres, Vol. 102, Issue D14
  • DOI: 10.1029/97JD00237

A New Double-Moment Microphysics Parameterization for Application in Cloud and Climate Models. Part I: Description
journal, June 2005

  • Morrison, H.; Curry, J. A.; Khvorostyanov, V. I.
  • Journal of the Atmospheric Sciences, Vol. 62, Issue 6
  • DOI: 10.1175/JAS3446.1

Development of a Land Surface Model. Part II: Data Assimilation
journal, December 2003


Role of the West African Westerly Jet in Sahel Rainfall Variations
journal, April 2012


Global Desertification: Building a Science for Dryland Development
journal, May 2007


MERRA: NASA’s Modern-Era Retrospective Analysis for Research and Applications
journal, July 2011


The Global Land Data Assimilation System
journal, March 2004

  • Rodell, M.; Houser, P. R.; Jambor, U.
  • Bulletin of the American Meteorological Society, Vol. 85, Issue 3
  • DOI: 10.1175/BAMS-85-3-381

A Revised Framework for Analyzing Soil Moisture Memory in Climate Data: Derivation and Interpretation
journal, February 2012

  • Seneviratne, Sonia I.; Koster, Randal D.
  • Journal of Hydrometeorology, Vol. 13, Issue 1
  • DOI: 10.1175/JHM-D-11-044.1

The Influence of Land Use Change on Climate in the Sahel
journal, December 2002


Biosphere feedback on regional climate in tropical North Africa
journal, July 1997

  • Xue, Yongkang
  • Quarterly Journal of the Royal Meteorological Society, Vol. 123, Issue 542
  • DOI: 10.1002/qj.49712354203

A Simplified Biosphere Model for Global Climate Studies
journal, March 1991


Improved Representation of Boundary Layer Clouds over the Southeast Pacific in ARW-WRF Using a Modified Tiedtke Cumulus Parameterization Scheme *
journal, November 2011


The response to deforestation and desertification in a model of West African monsoons
journal, January 1997

  • Zheng, Xinyu; Eltahir, Elfatih A. B.
  • Geophysical Research Letters, Vol. 24, Issue 2
  • DOI: 10.1029/96GL03925

Works referencing / citing this record:

The possible role of the Sahel Greenbelt on the occurrence of climate extremes over the West African Sahel
journal, June 2019

  • Saley, Inoussa A.; Salack, Seyni; Sanda, Ibrah S.
  • Atmospheric Science Letters, Vol. 20, Issue 8
  • DOI: 10.1002/asl.927

Rainfall trends in the African Sahel: Characteristics, processes, and causes
journal, June 2019

  • Biasutti, Michela
  • Wiley Interdisciplinary Reviews: Climate Change
  • DOI: 10.1002/wcc.591

West African monsoon decadal variability and surface-related forcings: second West African Monsoon Modeling and Evaluation Project Experiment (WAMME II)
journal, June 2016


Feedback of observed interannual vegetation change: a regional climate model analysis for the West African monsoon
journal, June 2016

  • Klein, Cornelia; Bliefernicht, Jan; Heinzeller, Dominikus
  • Climate Dynamics, Vol. 48, Issue 9-10
  • DOI: 10.1007/s00382-016-3237-x

Impact of future land use and land cover change on temperature projections over East Asia
journal, November 2018


Sensitivity of different physics schemes in the WRF model during a West African monsoon regime
journal, July 2018

  • Gbode, Imoleayo E.; Dudhia, Jimy; Ogunjobi, Kehinde O.
  • Theoretical and Applied Climatology, Vol. 136, Issue 1-2
  • DOI: 10.1007/s00704-018-2538-x

Effect of the African greenbelt position on West African summer climate: a regional climate modeling study
journal, August 2018

  • Bamba, Adama; Diallo, Ismaila; Touré, N’Datchoh E.
  • Theoretical and Applied Climatology, Vol. 137, Issue 1-2
  • DOI: 10.1007/s00704-018-2589-z

Simulation of wet and dry West African monsoon rainfall seasons using the Weather Research and Forecasting model
journal, June 2019

  • Gbode, Imoleayo E.; Ogunjobi, Kehinde O.; Dudhia, Jimy
  • Theoretical and Applied Climatology, Vol. 138, Issue 3-4
  • DOI: 10.1007/s00704-019-02912-x

Feedback of observed interannual vegetation change : a regional climate model analysis for the West African monsoon
text, January 2016


Feedback of observed interannual vegetation change: a regional climate model analysis for the West African monsoon
journal, June 2016

  • Klein, Cornelia; Bliefernicht, Jan; Heinzeller, Dominikus
  • Climate Dynamics, Vol. 48, Issue 9-10
  • DOI: 10.1007/s00382-016-3237-x