Using long-term daily satellite based rainfall data (1983–2015) to analyze spatio-temporal changes in the sahelian rainfall regime

Abstract The sahelian rainfall regime is characterized by a strong spatial as well as intra- and inter-annual variability. The satellite based African Rainfall Climatology Version 2 (ARC2) daily gridded rainfall estimates with a 0.1° × 0.1° spatial resolution provides the possibility for in-depth studies of seasonal changes over a 33-year period (1983–2015). Here we analyze rainfall regime variables that require daily observations: onset, cessation, and length of the wet season; seasonal rainfall amount; number of rainy days; intensity and frequency of rainfall events; number, length, and cumulative duration of dry spells. Rain gauge stations and MSWEP (Multi-Source Weighted-Ensemble Precipitation) data were used to evaluate the agreement of rainfall variables in both space and time, and trends were analyzed. Overall, ARC2 rainfall variables reliably show the spatio-temporal dynamics of seasonal rainfall over 33 years when compared to gauge and MSWEP data. However, a higher frequency of low rainfall events ( 20 mm day−1) for the western/central Sahel over the period of analysis, whereas the opposite trend characterizes the eastern part of the Sahel.

[1]  A. Sobel,et al.  Delayed Sahel rainfall and global seasonal cycle in a warmer climate , 2009 .

[2]  Martin Brandt,et al.  Do Agrometeorological Data Improve Optical Satellite-Based Estimations of the Herbaceous Yield in Sahelian Semi-Arid Ecosystems? , 2016, Remote. Sens..

[3]  M. Biasutti,et al.  On the projected increase of Sahel rainfall during the late rainy season , 2016 .

[4]  Weather-index drought insurance in Burkina-Faso: assessment of its potential interest to farmers using historical data , 2009 .

[5]  Abdou Ali,et al.  Recent trends in the Central and Western Sahel rainfall regime (1990–2007) , 2009 .

[6]  M. Sivakumar,et al.  PREDICTING RAINY SEASON POTENTIAL FROM THE ONSET OF RAINS IN SOUTHERN SAHELIAN AND SUDANIAN CLIMATIC ZONES OF WEST AFRICA , 1988 .

[7]  Dr. Henk Breman,et al.  Woody Plants in Agro-Ecosystems of Semi-Arid Regions , 2011, Advanced Series in Agricultural Sciences.

[8]  Sharon E. Nicholson,et al.  On the question of the ''recovery'' of the rains in the West African Sahel , 2005 .

[9]  Thierry Lebel,et al.  Rainfall climatology of the HAPEX-Sahel region during the years 1950–1990 , 1997 .

[10]  Rasmus Fensholt,et al.  A Spatiotemporal Analysis of Climatic Drivers for Observed Changes in Sahelian Vegetation Productivity (1982–2007) , 2011 .

[11]  R. Washington,et al.  Process‐based assessment of an ensemble of climate projections for West Africa , 2015 .

[12]  K. Leisinger,et al.  Survival in the Sahel: an ecological and developmental challenge. , 1995 .

[13]  Isabelle Jobard,et al.  Validation of satellite and ground-based estimates of precipitation over the Sahel , 1998 .

[14]  C. Tucker,et al.  Recent trends in vegetation dynamics in the African Sahel and their relationship to climate , 2005 .

[15]  G. Huffman,et al.  Global tropical rain estimates from microwave‐adjusted geosynchronous IR data , 1994 .

[16]  S. Rutledge,et al.  Storm Morphology and Rainfall Characteristics of TRMM Precipitation Features , 2005 .

[17]  Dominique Tapsoba,et al.  Rainfall Variability in West Africa during the Years 1950-90 , 2002 .

[18]  William M. Adams,et al.  Farmer adaptation, change and ‘crisis’ in the Sahel , 2001 .

[19]  Rasmus Fensholt,et al.  Water availability as the driver of vegetation dynamics in the African Sahel from 1982 to 2007 , 2011 .

[20]  M. Brandt,et al.  Adaptation as by-product: migration and environmental change in Nguith, Senegal , 2016 .

[21]  A. Gruber,et al.  Discrepancy between Gauges and Satellite Estimates of Rainfall in Equatorial Africa , 2000 .

[22]  G. Jenkins,et al.  Seasonal/regional comparisons of rain rates and rain characteristics in West Africa using TRMM observations , 2003 .

[23]  Russell S. Vose,et al.  Comprehensive Automated Quality Assurance of Daily Surface Observations , 2010 .

[24]  Sharon E. Nicholson,et al.  Validation of TRMM and Other Rainfall Estimates with a High-Density Gauge Dataset for West Africa. Part II: Validation of TRMM Rainfall Products , 2003 .

[25]  M. Sivakumar Agroclimatic aspects of rainfed agriculture in the Sudano-Sahelian zone , 1989 .

[26]  R. Fensholt,et al.  Evaluation of satellite based primary production modelling in the semi-arid Sahel , 2006 .

[27]  A. Fink,et al.  Spatio‐temporal characteristics of the recent rainfall recovery in West Africa , 2015 .

[28]  Paul Kirshen,et al.  Opportunities and constraints for farmers of west Africa to use seasonal precipitation forecasts with Burkina Faso as a case study , 2002 .

[29]  S. Diatta,et al.  Statistical relationship between remote climate indices and West African monsoon variability , 2014 .

[30]  Rasmus Fensholt,et al.  Assessing Land Degradation/Recovery in the African Sahel from Long-Term Earth Observation Based Primary Productivity and Precipitation Relationships , 2013, Remote. Sens..

[31]  M. Hulme Rainfall changes in Africa: 1931–1960 to 1961–1990 , 1992 .

[32]  S. Nicholson An Overview of African Rainfall Fluctuations of the Last Decade , 1993 .

[33]  R. Fensholt,et al.  Evaluation of Earth Observation based global long term vegetation trends — Comparing GIMMS and MODIS global NDVI time series , 2012 .

[34]  Thierry Lebel,et al.  Seasonal cycle and interannual variability of the Sahelian rainfall at hydrological scales , 2003 .

[35]  C. Thorncroft,et al.  The impact of the AMO on the West African monsoon annual cycle , 2014 .

[36]  F. Chopin,et al.  An intercomparison of 10-day satellite precipitation products during West African monsoon , 2011 .

[37]  T. Lebela,et al.  General rainfall conditions and climatology , 2022 .

[38]  S. Nicholson Sub-Saharan Rainfall 1981–84 , 1985 .

[39]  R. Allan,et al.  The onset and cessation of seasonal rainfall over Africa , 2016 .

[40]  S. Zwart,et al.  Evaluation and comparison of satellite-based rainfall products in Burkina Faso, West Africa , 2016 .

[41]  C. Torrence,et al.  A Practical Guide to Wavelet Analysis. , 1998 .

[42]  H. Karimabadi,et al.  Ion-ion kink instability in the magnetotail: 2. Three-dimensional full particle and hybrid simulations and comparison with observations , 2003 .

[43]  Timothy B. Love,et al.  A 20-YEAR DAILY AFRICA PRECIPITATION CLIMATOLOGY USING SATELLITE AND GAUGE DATA , 2003 .

[44]  R. Vose,et al.  An Overview of the Global Historical Climatology Network-Daily Database , 2012 .

[45]  Christian Baron,et al.  Agricultural impacts of large-scale variability of the West African monsoon , 2005 .

[46]  C. Tucker,et al.  Re-Greening Sahel: 30 Years of Remote Sensing Data and Field Observations (Mali, Niger) , 2014 .

[47]  Thierry Lebel,et al.  How important is the contribution of the mesoscale convective complexes to the Sahelian rainfall , 1998 .

[48]  Martin Brandt,et al.  Data and methods in the environment-migration nexus: a scale perspective , 2016 .

[49]  S. Hastenrath Decadal-scale changes of the circulation in the tropical atlantic sector associated with Sahel drought , 1990 .

[50]  Ahmed A. Balogun,et al.  Predicting monthly and seasonal rainfall, onset and cessation of the rainy season in West Africa using only surface data , 2000 .

[51]  Caroline L. Bain,et al.  The West African Monsoon Onset: A Concise Comparison of Definitions , 2015 .

[52]  Sharon E. Nicholson,et al.  The nature of rainfall variability over Africa on time scales of decades to millenia , 2000 .

[53]  T. Lebel,et al.  Rainfall monitoring during HAPEX-Sahel. 1. General rainfall conditions and climatology , 1997 .

[54]  Gérémy Panthou,et al.  Recent trends in the regime of extreme rainfall in the Central Sahel , 2014 .

[55]  V. Moron,et al.  Guinean and sahelian rainfall anomaly indices at annual and monthly scales (1933–1990) , 1994 .

[56]  Nathalie Philippon,et al.  Spatial Coherence of Monsoon Onset over Western and Central Sahel (1950–2000) , 2009 .

[57]  S. Nicholson,et al.  A re‐evaluation of rainfall variability in the sahel. Part I. Characteristics of rainfall fluctuations , 1993 .

[58]  Jaap Schellekens,et al.  MSWEP: 3-hourly 0.25° global gridded precipitation (1979–2015) by merging gauge, satellite, and reanalysis data , 2016 .

[59]  Niall P. Hanan,et al.  AMMA-CATCH studies in the Sahelian region of West-Africa: an overview , 2009 .

[60]  Frédéric Frappart,et al.  Rainfall regime across the Sahel band in the Gourma region, Mali , 2009 .

[61]  S. Nicholson LONG‐TERM CHANGES IN AFRICAN RAINFALL , 1989 .

[62]  Sharon E. Nicholson,et al.  Validation of TRMM and Other Rainfall Estimates with a High-Density Gauge Dataset for West Africa. Part I: Validation of GPCC Rainfall Product and Pre-TRMM Satellite and Blended Products , 2003 .

[63]  Peter J. Lamb,et al.  Persistence of Subsaharan drought , 1982, Nature.

[64]  R. Allan,et al.  Recent observed and simulated changes in precipitation over Africa , 2015 .

[65]  C. Thorncroft,et al.  Annual cycle of the West African monsoon: regional circulations and associated water vapour transport , 2011 .

[66]  Abdou Ali,et al.  The Sahelian standardized rainfall index revisited , 2009 .