Compared regimes of NDVI and rainfall in semi‐arid regions of Africa

Bi‐monthly normalized difference vegetation index (NDVI) at an 8 km spatial resolution from the advanced very high resolution radiometers (AVHRR) was used from 1981 to 1995 to analyse the vegetation response to rainfall supply in semi‐arid regions of Africa. Within the 200–600 mm annual rainfall belt, for which the apparent NDVI response to rainfall was the strongest, three regions were selected which exhibited different patterns in their NDVI regimes and/or relationships with rainfall. The regions, located in western, southern and eastern Africa, were split into coherent sub‐regions in terms of mean regime of photosynthetic activity through a cluster analysis. Overall, intra‐regional differences were found to be of relatively minor importance compared with inter‐regional differences. The mean annual rain‐use efficiency (RUEa) was the highest in southern Africa, followed by that in eastern Africa, and it was the lowest in western Africa. In eastern Africa, a distinctive feature was found which consisted of the dissimilar vegetation response to the two rainy seasons. For a given rainfall amount, the NDVI peak was comparatively higher for the short versus the long rains. Then, in all three regions, the correlation between rainfall and NDVI regimes was found to be significantly high. Moreover, the lag between the rainfall and NDVI peaks, which was found to be the smallest in western Africa (1 month), and the highest in southern Africa (over 1.5 month), was determined to be related to the increased rainfall rate before the peak. In view of these results, it is shown that the dominant cause for the inter‐regional discrepancies, at the spatial and temporal scales considered, is the structure of the rainy season (distribution, concentration) more than the potential evapotranspiration, vegetation cover or soil type.

[1]  D. Marks,et al.  A comparison of geostatistical procedures for spatial analysis of precipitation in mountainous terrain , 1992 .

[2]  Nadège Martiny,et al.  Interannual persistence effects in vegetation dynamics of semi‐arid Africa , 2005 .

[3]  Eric F. Lambin,et al.  Land-cover changes in sub-saharan Africa (1982–1991): Application of a change index based on remotely sensed surface temperature and vegetation indices at a continental scale , 1997 .

[4]  Lars Eklundh,et al.  Estimating relations between AVHRR NDVI and rainfall in East Africa at 10-day and monthly time scales , 1998 .

[5]  G. Foody Geographical weighting as a further refinement to regression modelling: An example focused on the NDVI–rainfall relationship , 2003 .

[6]  H. Biggs,et al.  Response of African savanna ants to long‐term fire regimes , 2004 .

[7]  J. U. Hielkema,et al.  Rainfall and vegetation monitoring in the Savanna Zone of the Democratic Republic of Sudan using the NOAA Advanced Very High Resolution Radiometer , 1986 .

[8]  Germán Poveda,et al.  Annual and interannual (ENSO) variability of spatial scaling properties of a vegetation index (NDVI) in Amazonia , 2004 .

[9]  A. Mills,et al.  Effects of vegetation cover on the tendency of soil to crust in South Africa , 2004 .

[10]  Stephen D. Prince,et al.  Rainfall and foliar dynamics in tropical Southern Africa: Potential impacts of global climatic change on savanna vegetation , 1996 .

[11]  Pierre Hiernaux,et al.  A regional Sahelian grassland model to be coupled with multispectral satellite data. II: Toward the control of its simulations by remotely sensed indices , 1995 .

[12]  S. Nicholson,et al.  A comparison of the vegetation response to rainfall in the Sahel and East Africa, using normalized difference vegetation index from NOAA AVHRR , 1990 .

[13]  Sharon E. Nicholson,et al.  On the use of NDVI for estimating rainfall fields in the Kalahari of Botswana , 1997 .

[14]  Active phases and pauses during the installation of the West African monsoon through 5‐day CMAP rainfall data (1979–2001) , 2003 .

[15]  Yoram J. Kaufman,et al.  Atmospheric correction against algorithm for NOAA-AVHRR products: theory and application , 1992, IEEE Trans. Geosci. Remote. Sens..

[16]  Alan H. Strahler,et al.  Monitoring the response of vegetation phenology to precipitation in Africa by coupling MODIS and TRMM instruments , 2005 .

[17]  S. Nicholson,et al.  The influence of soil type on the relationships between NDVI, rainfall, and soil moisture in semiarid Botswana. I. NDVI response to rainfall , 1994 .

[18]  Filipe Aires,et al.  Joint characterization of vegetation by satellite observations from visible to microwave wavelengths: A sensitivity analysis , 2001 .

[19]  S. Janicot,et al.  Abrupt shift of the ITCZ over West Africa and intra‐seasonal variability , 2000 .

[20]  P. Jones,et al.  Representing Twentieth-Century Space–Time Climate Variability. Part I: Development of a 1961–90 Mean Monthly Terrestrial Climatology , 1999 .

[21]  Massimo Menenti,et al.  Mapping vegetation-soil-climate complexes in southern Africa using temporal Fourier analysis of NOAA-AVHRR NDVI data , 2000 .

[22]  M. Shinoda,et al.  Seasonal phase lag between rainfall and vegetation activity in tropical Africa as revealed by NOAA satellite data , 1995 .

[23]  Y. Richard,et al.  A statistical study of NDVI sensitivity to seasonal and interannual rainfall variations in Southern Africa , 1998 .

[24]  C. Tucker,et al.  Investigation of soil influences in AVHRR red and near-infrared vegetation index imagery , 1991 .

[25]  Dean B. Gesch,et al.  TECHNIQUES FOR DEVELOPMENT OF GLOBAL I-KILOMETER DIGITAL ELEVATION MODELS , 2003 .

[26]  T. Eck,et al.  An emerging ground-based aerosol climatology: Aerosol optical depth from AERONET , 2001 .

[27]  Sharon E. Nicholson,et al.  A climatonomic description of the surface energy balance in the central Sahel. Part II: the evapoclimatonomy submodel. , 1990 .

[28]  C. Tucker Red and photographic infrared linear combinations for monitoring vegetation , 1979 .

[29]  L'observation de la végétation de l'Afrique de l'Ouest par télédétection spatiale : l'apport de l'indice de végétation normalisé , 2002 .

[30]  Brent N. Holben,et al.  Atmospheric correction of AVHRR data for biophysical remote sensing of the sahel , 1995 .

[31]  Dennis Conway,et al.  Impact of Land Use Change On Soil Water Holding Capacity and River Modelling of The Nakambe River In Burkina-faso , 2002 .

[32]  E. Archer Beyond the “climate versus grazing” impasse: using remote sensing to investigate the effects of grazing system choice on vegetation cover in the eastern Karoo , 2004 .

[33]  C. Tucker,et al.  Coupled vegetation‐precipitation variability observed from satellite and climate records , 2003 .

[34]  Gil Mahé,et al.  The impact of land use change on soil water holding capacity and river flow modelling in the Nakambe River, Burkina-Faso , 2005 .

[35]  Ramakrishna R. Nemani,et al.  A generalized, bioclimatic index to predict foliar phenology in response to climate , 2004 .

[36]  D. Walker,et al.  Greening of arctic Alaska, 1981–2001 , 2003 .

[37]  Satellite-observed vegetation as an indicator of climate variability over southern Africa , 1997 .

[38]  T. D. Mitchell,et al.  A comprehensive set of high-resolution grids of monthly climate for Europe and the globe: the observed record (1901-2000) and 16 scenarios (2001-2100). , 2004 .

[39]  Stephen D. Prince,et al.  Evidence from rain‐use efficiencies does not indicate extensive Sahelian desertification , 1998 .

[40]  Paul T. Tueller,et al.  Remote sensing science applications in arid environments , 1987 .

[41]  S. Prince,et al.  Assessing the effects of human-induced land degradation in the former homelands of northern South Africa with a 1 km AVHRR NDVI time-series , 2004 .

[42]  Manfred Owe,et al.  Vegetation spatial variability and its effect on vegetation indices , 1987 .

[43]  Anthony Mills,et al.  Transformation of thicket to savanna reduces soil quality in the Eastern Cape, South Africa , 2004, Plant and Soil.

[44]  C. Tucker,et al.  Response of terrestrial ecosystems to recent Northern Hemispheric drought , 2005 .

[45]  F. Kogan,et al.  Drought Monitoring and Corn Yield Estimation in Southern Africa from AVHRR Data , 1998 .

[46]  T. D. Mitchell,et al.  Climate data for political areas , 2002 .

[47]  J. Taljaard Change of rainfall distribution and circulation patterns over Southern Africa in summer , 1986 .

[48]  Sharon E. Nicholson,et al.  A STUDY OF RAINFALL AND VEGETATION DYNAMICS IN THE AFRICAN SAHEL USING NORMALIZED DIFFERENCE VEGETATION INDEX , 1990 .

[49]  F. White The vegetation of Africa : a descriptive memoir to accompany the Unesco/AETFAT/UNSO vegetation map of Africa , 1985 .

[50]  O. Bosch,et al.  Construction and evaluation of condition assessment and grazing capacity models for use in grazing management in the Eastern Mixed Bushveld of southern Africa , 1995 .

[51]  F. Woodward,et al.  What controls South African vegetation — climate or fire? , 2003 .

[52]  Liping Di,et al.  Modelling relationships between NDVI and precipitation during vegetative growth cycles , 1994 .

[53]  P. Jones,et al.  Representing Twentieth-Century Space-Time Climate Variability. Part II: Development of 1901-96 Monthly Grids of Terrestrial Surface Climate , 2000 .

[54]  J. A. Schell,et al.  Monitoring vegetation systems in the great plains with ERTS , 1973 .

[55]  O. Ribolzi,et al.  Importance of soil surface characteristics on water erosion in a small grazed Sahelian catchment , 2003 .

[56]  A. Rosema Using METEOSAT for operational evapotranspiration and biomass monitoring in the Sahel region , 1993 .

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

[58]  Sharon E. Nicholson,et al.  On the relation between rainfall and the Normalized Difference Vegetation Index for diverse vegetation types in East Africa , 1993 .

[59]  Steven W. Running,et al.  Effects of precipitation and soil water potential on drought deciduous phenology in the Kalahari , 2004 .