The 2010–2011 drought in the Horn of Africa in ECMWF reanalysis and seasonal forecast products

This study evaluates the use of European Centre for Medium‐Range Weather Forecasts (ECMWF) products in monitoring and forecasting drought conditions during the recent 2010–2011 drought in the Horn of Africa (HoA). The region was affected by a precipitation deficit in both the October–December 2010 and March–May 2011 rainy seasons. These anomalies were captured by the ERA‐Interim reanalysis (ERAI), despite its limitations in representing the March–May interannual variability. Soil moisture anomalies of ERAI also identified the onset of the drought condition early in October 2010 with a persistent drought still present in September 2011. This signal was also evident in normalized difference vegetation index (NDVI) remote sensing data. The precipitation deficit in October–December 2010 was associated with a strong La Niña event. The ECMWF seasonal forecasts for the October–December 2010 season predicted the La Niña event from June 2010 onwards. The forecasts also predicted a below‐average October–December rainfall, from July 2010 onwards. The subsequent March–May rainfall anomaly was only captured by the new ECWMF seasonal forecast system in the forecasts starting in March 2011. Our analysis shows that a recent (since 1999) drying in the region during the March–May season is captured by the new ECMWF seasonal forecast system and is consistent with recently published results. The HoA region and its population are highly vulnerable to future droughts, thus global monitoring and forecasting of drought, such as that presented here, will become increasingly important in the future. Copyright © 2012 Royal Meteorological Society

[1]  Lars Isaksen,et al.  Soil Moisture Analyses at ECMWF: Evaluation Using Global Ground-Based In Situ Observations , 2012 .

[2]  David G. DeWitt,et al.  A recent and abrupt decline in the East African long rains , 2012 .

[3]  Dong-Bin Shin,et al.  Agreement between monthly precipitation estimates from TRMM satellite, NCEP reanalysis, and merged gauge-satellite analysis , 2011 .

[4]  F. Giorgi,et al.  Regional climate model simulation of projected 21st century climate change over an all‐Africa domain: Comparison analysis of nested and driving model results , 2011 .

[5]  Samuel Loewenberg Humanitarian response inadequate in Horn of Africa crisis , 2011, The Lancet.

[6]  A. Timmermann,et al.  Reduced Interannual Rainfall Variability in East Africa During the Last Ice Age , 2011, Science.

[7]  Jessica Blunden,et al.  State of the climate in 2010 , 2011 .

[8]  J. Thepaut,et al.  The ERA‐Interim reanalysis: configuration and performance of the data assimilation system , 2011 .

[9]  Kristian Mogensen,et al.  ECMWF seasonal forecast system 3 and its prediction of sea surface temperature , 2011 .

[10]  A. P. Williams,et al.  A westward extension of the warm pool leads to a westward extension of the Walker circulation, drying eastern Africa , 2011 .

[11]  Roberto Buizza,et al.  The new ECMWF seasonal forecast system (system 4) , 2011 .

[12]  Emanuel Dutra,et al.  Technical Note: Comparing and ranking soil drought indices performance over Europe, through remote-sensing of vegetation , 2009 .

[13]  David T. Bolvin,et al.  Improving the global precipitation record: GPCP Version 2.1 , 2009 .

[14]  D. Jacob,et al.  Regional climate change in Tropical and Northern Africa due to greenhouse forcing and land use changes , 2009 .

[15]  Pedro M. A. Miranda,et al.  ERA‐40 reanalysis hydrological applications in the characterization of regional drought , 2008 .

[16]  S. Brown,et al.  Evaluating Uncertainties in the Projection of Future Drought , 2008 .

[17]  E. Wood,et al.  Global Trends and Variability in Soil Moisture and Drought Characteristics, 1950–2000, from Observation-Driven Simulations of the Terrestrial Hydrologic Cycle , 2008 .

[18]  Kristian Mogensen,et al.  Development of the ECMWF seasonal forecast System 3 , 2007 .

[19]  M. Haile,et al.  Weather patterns, food security and humanitarian response in sub-Saharan Africa , 2005, Philosophical Transactions of the Royal Society B: Biological Sciences.

[20]  T. D. Mitchell,et al.  An improved method of constructing a database of monthly climate observations and associated high‐resolution grids , 2005 .

[21]  A. Huete,et al.  Overview of the radiometric and biophysical performance of the MODIS vegetation indices , 2002 .

[22]  P. Camberlin,et al.  The East African March–May Rainy Season: Associated Atmospheric Dynamics and Predictability over the 1968–97 Period , 2002 .

[23]  Pierre Camberlin,et al.  Seasonality and atmospheric dynamics of the teleconnection between African rainfall and tropical sea‐surface temperature: Atlantic vs. ENSO , 2001 .

[24]  S. Nicholson,et al.  THE INFLUENCE OF LA NINA ON AFRICAN RAINFALL , 2000 .

[25]  H. Hersbach Decomposition of the Continuous Ranked Probability Score for Ensemble Prediction Systems , 2000 .

[26]  J. Janowiak,et al.  CAMS–OPI: A Global Satellite–Rain Gauge Merged Product for Real-Time Precipitation Monitoring Applications , 1999 .

[27]  P. Xie,et al.  Global Precipitation: A 17-Year Monthly Analysis Based on Gauge Observations, Satellite Estimates, and Numerical Model Outputs , 1997 .

[28]  Huai-An Lin,et al.  An Improved Method for Constructing , 1993 .

[29]  L. Timberlake Africa in crisis , 1986 .