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Title: Comparison of simulated and reconstructed variations in East African hydroclimate over the last millennium

Journal Article · · Climate of the Past (Online)
 [1];  [1];  [2];  [3]
  1. Univ. catholique de Louvaine (UCL) (Belgium)
  2. Hydrologic Research Center, San Diego, CA (United States)
  3. Ghent Univ. (Belgium)

The multi-decadal to centennial hydroclimate changes in East Africa over the last millennium are studied by comparing the results of forced transient simulations by six general circulation models (GCMs) with published hydroclimate reconstructions from four lakes: Challa and Naivasha in equatorial East Africa, and Masoko and Malawi in southeastern inter-tropical Africa. All GCMs simulate fairly well the unimodal seasonal cycle of precipitation in the Masoko–Malawi region, while the bimodal seasonal cycle characterizing the Challa–Naivasha region is generally less well captured by most models. Model results and lake-based hydroclimate reconstructions display very different temporal patterns over the last millennium. Additionally, there is no common signal among the model time series, at least until 1850. This suggests that simulated hydroclimate fluctuations are mostly driven by internal variability rather than by common external forcing. After 1850, half of the models simulate a relatively clear response to forcing, but this response is different between the models. Overall, the link between precipitation and tropical sea surface temperatures (SSTs) over the pre-industrial portion of the last millennium is stronger and more robust for the Challa–Naivasha region than for the Masoko–Malawi region. At the inter-annual timescale, last-millennium Challa–Naivasha precipitation is positively (negatively) correlated with western (eastern) Indian Ocean SST, while the influence of the Pacific Ocean appears weak and unclear. Although most often not significant, the same pattern of correlations between East African rainfall and the Indian Ocean SST is still visible when using the last-millennium time series smoothed to highlight centennial variability, but only in fixed-forcing simulations. Furthermore, this means that, at the centennial timescale, the effect of (natural) climate forcing can mask the imprint of internal climate variability in large-scale teleconnections.

Research Organization:
Univ. catholique de Louvain (UCL) (Belgium). Georges Lemaître Centre for Earth and Climate Research (TECLIM), Earth and Life Institute
Sponsoring Organization:
USDOE
OSTI ID:
1375428
Journal Information:
Climate of the Past (Online), Journal Name: Climate of the Past (Online) Journal Issue: 7 Vol. 12; ISSN 1814-9332
Publisher:
European Geophysical Union - CopernicusCopyright Statement
Country of Publication:
United States
Language:
English

References (116)

The influence of La Nina on African rainfall journal January 2000
Lake-based climate reconstruction in Africa: progress and challenges book January 2003
CMIP5 simulated climate conditions of the Greater Horn of Africa (GHA). Part 1: contemporary climate journal October 2012
Climate change projections using the IPSL-CM5 Earth System Model: from CMIP3 to CMIP5 journal February 2013
CMIP5 simulated climate conditions of the Greater Horn of Africa (GHA). Part II: projected climate journal March 2013
A diagnostic study of future evaporation changes projected in CMIP5 climate models journal February 2014
GPCC's new land surface precipitation climatology based on quality-controlled in situ data and its role in quantifying the global water cycle journal March 2013
Harmonization of land-use scenarios for the period 1500–2100: 600 years of global gridded annual land-use transitions, wood harvest, and resulting secondary lands journal August 2011
Reconstructing fluctuations of a shallow East African lake during the past 1800 yrs from sediment stratigraphy in a submerged crater basin journal January 2001
Half-precessional dynamics of monsoon rainfall near the East African Equator journal December 2009
Reduced Interannual Rainfall Variability in East Africa During the Last Ice Age journal August 2011
East African Rainfall and the Tropical Circulation/Convection on Intraseasonal to Interannual Timescales journal November 2000
High-resolution Holocene N2O ice core record and its relationship with CH4 and CO2 text January 2002
A comparison of model simulations of Asian mega-droughts during the past millennium with proxy reconstructions journal June 2014
Technical details concerning development of a 1200 yr proxy index for global volcanism journal January 2013
Multidecadal variability in East African hydroclimate controlled by the Indian Ocean text January 2013
Configuration and assessment of the GISS ModelE2 contributions to the CMIP5 archive: GISS MODEL-E2 CMIP5 SIMULATIONS journal March 2014
Atmospheric component of the MPI-M Earth System Model: ECHAM6: ECHAM6 journal April 2013
Variability of the recent climate of eastern Africa journal May 2004
Characteristic 20th and 21st century precipitation and temperature patterns and changes over the Greater Horn of Africa journal January 2011
Uncertainties in daily rainfall over Africa: assessment of gridded observation products and evaluation of a regional climate model simulation: UNCERTAINTIES IN OBSERVED AND SIMULATED DAILY RAINFALL OVER AFRICA journal July 2012
Decadal and century-scale climate variability in tropical Africa during the past 2000 years book January 2004
Lake-based climate reconstruction in Africa: progress and challenges book January 2003
Towards an understanding of human impact upon the hydrology of Lake Naivasha, Kenya book January 2002
A westward extension of the warm pool leads to a westward extension of the Walker circulation, drying eastern Africa journal January 2011
The relative contributions of radiative forcing and internal climate variability to the late 20th Century winter drying of the Mediterranean region journal October 2011
Identifying coherent spatiotemporal modes in time-uncertain proxy paleoclimate records journal August 2012
CMIP5 simulated climate conditions of the Greater Horn of Africa (GHA). Part 1: contemporary climate journal October 2012
Influence of Indian Ocean Dipole and Pacific recharge on following year’s El Niño: interdecadal robustness journal January 2013
Climate change projections using the IPSL-CM5 Earth System Model: from CMIP3 to CMIP5 journal February 2013
CMIP5 simulated climate conditions of the Greater Horn of Africa (GHA). Part II: projected climate journal March 2013
The regional forcing of Northern hemisphere drought during recent warm tropical west Pacific Ocean La Niña events journal May 2013
A diagnostic study of future evaporation changes projected in CMIP5 climate models journal February 2014
GPCC's new land surface precipitation climatology based on quality-controlled in situ data and its role in quantifying the global water cycle journal March 2013
Harmonization of land-use scenarios for the period 1500–2100: 600 years of global gridded annual land-use transitions, wood harvest, and resulting secondary lands journal August 2011
Solar and anthropogenic imprints on Lake Masoko (southern Tanzania) during the last 500 years journal October 2006
An overview of BCC climate system model development and application for climate change studies journal February 2014
When early warning is not enough—Lessons learned from the 2011 Somalia Famine journal December 2012
Centennial to millennial changes in maar-lake deposition during the last 45,000 years in tropical Southern Africa (Lake Masoko, Tanzania) journal September 2006
Late Quaternary behavior of the East African monsoon and the importance of the Congo Air Boundary journal April 2011
Reconstructing fluctuations of a shallow East African lake during the past 1800 yrs from sediment stratigraphy in a submerged crater basin journal January 2001
Lake-based climate reconstruction in Africa: progress and challenges journal June 2003
Importance of the Indian Ocean for simulating rainfall anomalies over eastern and southern Africa journal August 1999
High-resolution Holocene N 2 O ice core record and its relationship with CH 4 and CO 2 : HIGH-RESOLUTION HOLOCENE N journal February 2002
Multi-model trends in East African rainfall associated with increased CO 2 journal January 2005
Coherence between tropical East African and South American records of the Little Ice Age: TROPICAL RECORDS OF THE LITTLE ICE AGE journal December 2005
Law Dome CO 2 , CH 4 and N 2 O ice core records extended to 2000 years BP journal January 2006
GCM simulations of the Indian Ocean dipole influence on East African rainfall: Present and future journal January 2007
A reconstruction of global agricultural areas and land cover for the last millennium: MILLENIUM LAND COVER RECONSTRUCTION journal August 2008
Volcanic forcing of climate over the past 1500 years: An improved ice core-based index for climate models journal January 2008
Modeling and Data Syntheses of Past Climates: Paleoclimate Modelling Intercomparison Project Phase II Workshop; Estes Park, Colorado, 15–19 September 2008 journal January 2009
Effects of anthropogenic land cover change on the carbon cycle of the last millennium: LAND COVER CHANGE AND CARBON CYCLE journal October 2009
Improving the global precipitation record: GPCP Version 2.1 journal January 2009
Total solar irradiance during the Holocene journal January 2009
Reassessing biases and other uncertainties in sea surface temperature observations measured in situ since 1850: 1. Measurement and sampling uncertainties journal January 2011
Reassessing biases and other uncertainties in sea surface temperature observations measured in situ since 1850: 2. Biases and homogenization journal January 2011
A recent and abrupt decline in the East African long rains: EAST AFRICAN LONG RAINS DECLINE journal January 2012
Atmospheric-hydrospheric mechanisms of climate anomalies in the western equatorial Indian Ocean journal January 1993
Rainfall and drought in equatorial east Africa during the past 1,100 years journal January 2000
Coupled ocean–atmosphere dynamics in the Indian Ocean during 1997–98 journal September 1999
A dipole mode in the tropical Indian Ocean journal September 1999
Weakening of tropical Pacific atmospheric circulation due to anthropogenic forcing journal May 2006
Half-precessional dynamics of monsoon rainfall near the East African Equator journal December 2009
Multidecadal variability in East African hydroclimate controlled by the Indian Ocean journal January 2013
Recent multidecadal strengthening of the Walker circulation across the tropical Pacific journal March 2013
Evolution of the solar magnetic flux on time scales of years to millenia journal January 2010
Evolution of the solar irradiance during the Holocene journal May 2011
Greenhouse gas growth rates journal November 2004
Warming of the Indian Ocean threatens eastern and southern African food security but could be mitigated by agricultural development journal August 2008
Validation of satellite rainfall products over East Africa's complex topography journal April 2007
Modeling the Sun’s Magnetic Field and Irradiance since 1713 journal May 2005
Reduced Interannual Rainfall Variability in East Africa During the Last Ice Age journal August 2011
Improvements to NOAA’s Historical Merged Land–Ocean Surface Temperature Analysis (1880–2006) journal May 2008
Contributions of Indian Ocean Sea Surface Temperatures to Enhanced East African Rainfall journal February 2009
Projected Changes in Mean and Extreme Precipitation in Africa under Global Warming. Part II: East Africa journal July 2011
Thermodynamic and Dynamic Mechanisms for Large-Scale Changes in the Hydrological Cycle in Response to Global Warming journal September 2010
A Shift in Western Tropical Pacific Sea Level Trends during the 1990s journal August 2011
The Community Climate System Model Version 4 journal October 2011
An Overview of CMIP5 and the Experiment Design journal April 2012
A Two-Century Precipitation Dataset for the Continent of Africa journal August 2012
Climate Variability and Change since 850 CE: An Ensemble Approach with the Community Earth System Model journal May 2016
Mid-Twenty-First-Century Changes in Extreme Events over Northern and Tropical Africa journal September 2012
Projected Changes in East African Rainy Seasons journal August 2013
Simulating SST Teleconnections to Africa: What is the State of the Art? journal August 2013
The East African Long Rains in Observations and Models journal October 2014
Seasonal Drought in the Greater Horn of Africa and Its Recent Increase during the March–May Long Rains journal November 2014
Are Simulated Megadroughts in the North American Southwest Forced? journal January 2015
The Annual Cycle of East African Precipitation journal March 2015
The Impact of the African Great Lakes on the Regional Climate journal May 2015
Global Warming and the Weakening of the Tropical Circulation journal September 2007
Spatial teleconnections in African rainfall: A comparison of 19th and 20th century patterns journal September 2014
A Review of Climate Dynamics and Climate Variability in Eastern Africa book August 2019
Influence of the Madden–Julian Oscillation on East African rainfall: II. March–May season extremes and interannual variability journal October 2006
The East African Long Rains in Observations and Models text January 2013
Teleconnection between Seasonal Rainfall over East Africa and Global Sea Surface Temperature Anomalies [東アフリカにおける季節的降水量と全球海面水温とのあいだのテレコネクション] journal January 1988
Transport mechanism and paleoclimatic significance of terrigenous silt deposited in varved sediments of an African rift lake journal July 2008
High-resolution Holocene N2O ice core record and its relationship with CH4 and CO2 text January 2002
Historical (1850–2000) gridded anthropogenic and biomass burning emissions of reactive gases and aerosols: methodology and application journal January 2010
Historical (1850–2000) gridded anthropogenic and biomass burning emissions of reactive gases and aerosols: methodology and application journal January 2010
A comparison of model simulations of Asian mega-droughts during the past millennium with proxy reconstructions journal January 2015
Interannual and (multi-)decadal variability in the sedimentary BIT index of Lake Challa, East Africa, over the past 2200 years: assessment of the precipitation proxy journal January 2016
A comparison of model simulations of Asian mega-droughts during the past millennium with proxy reconstructions journal June 2014
Technical details concerning development of a 1200 yr proxy index for global volcanism journal January 2013
Climate forcing reconstructions for use in PMIP simulations of the last millennium (v1.0) journal January 2011
Climate forcing reconstructions for use in PMIP simulations of the Last Millennium (v1.1) journal January 2012
Climate forcing reconstructions for use in PMIP simulations of the last millennium (v1.0) journal January 2010
Climate forcing reconstructions for use in PMIP simulations of the Last Millennium (v1.1) journal September 2011
ETOPO1 1 Arc-Minute Global Relief Model: Procedures, Data Sources and Analysis dataset January 2009
The Annual Cycle of East African Precipitation text January 2015
Importance of the Indian Ocean for simulating rainfall anomalies over eastern and southern Africa text January 1999
Multidecadal variability in East African hydroclimate controlled by the Indian Ocean text January 2013
A westward extension of the warm pool leads to a westward extension of the Walker circulation, drying eastern Africa text January 2011
Thermodynamic and Dynamic Mechanisms for Large-Scale Changes in the Hydrological Cycle in Response to Global Warming text January 2010
Are Simulated Megadroughts in the North American Southwest Forced? text January 2015
The East African Long Rains in Observations and Models text January 2014
The relative contributions of radiative forcing and internal climate variability to the late 20th Century winter drying of the Mediterranean region text January 2011

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Testing the consistency between changes in simulated climate and Alpine glacier length over the past millennium journal January 2018
Assessing the robustness of Antarctic temperature reconstructions over the past 2 millennia using pseudoproxy and data assimilation experiments journal January 2019
Testing the consistency between changes in simulated climate and Alpine glacier length over the past millennium journal May 2018
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