Trends in Woody and Herbaceous Vegetation in the Savannas of West Africa

We assess 32 years of vegetation change in the West African Sudano-Sahelian region following the drought events of the 1970s and 1980s. Change in decadal mean rain use efficiency is used to diagnose trends in woody vegetation that is expected to respond more slowly to post-drought rainfall gains, while change in the slope of the productivity–rainfall relationship is used to infer changing herbaceous conditions between early and late periods of the time series. The linearity/non-linearity of the productivity–rainfall relationship and its impact on the interpretation of overall greening trends, and specific woody and herbaceous vegetation trends, is also examined. Our results show a mostly positive association between productivity and rainfall (69% of pixels), which can be best described as linear (32%) or saturating (37%). Choosing the ‘best’ model at a specific location using Akaike Information Criterion has no discernible effect on the interpretation of overall greening or herbaceous trends, but does influence the detection of trends in woody vegetation. We conclude that widespread recovery in woody vegetation is responsible for the post-drought greening phenomenon reported elsewhere for the Sahel and Sudanian sub-regions. Meanwhile, trends in herbaceous vegetation are less pronounced, with no consistent indication towards either herbaceous degradation or recovery.

[1]  C. Shackleton,et al.  Conceptualizing the human use of wild edible herbs for conservation in South African communal areas. , 2007, Journal of environmental management.

[2]  Kelly K. Caylor,et al.  Determinants of woody cover in African savannas , 2005, Nature.

[3]  Lars Eklundh,et al.  Vegetation index trends for the African Sahel 1982–1999 , 2003 .

[4]  Martin Brandt,et al.  Assessing woody vegetation trends in Sahelian drylands using MODIS based seasonal metrics , 2016 .

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

[6]  Anne Mette Lykke,et al.  Woody vegetation change in Sahelian West Africa: evidence from local knowledge , 2006 .

[7]  Lara Prihodko,et al.  On regreening and degradation in Sahelian watersheds , 2015, Proceedings of the National Academy of Sciences.

[8]  Rasmus Fensholt,et al.  Greenness in semi-arid areas across the globe 1981–2007 — an Earth Observing Satellite based analysis of trends and drivers , 2012 .

[9]  J. Evans,et al.  Discrimination between climate and human-induced dryland degradation. , 2004 .

[10]  J. Reynolds,et al.  Impacts of shrub encroachment on ecosystem structure and functioning: towards a global synthesis. , 2011, Ecology letters.

[11]  P. Hiernaux,et al.  Sahelian rangeland response to changes in rainfall over two decades in the Gourma region, Mali , 2009 .

[12]  Martin Brandt,et al.  Remote sensing of vegetation dynamics in drylands: Evaluating vegetation optical depth (VOD) using AVHRR NDVI and in situ green biomass data over West African Sahel , 2016 .

[13]  Philippe Ciais,et al.  Rain-Use-Efficiency: What it Tells us about the Conflicting Sahel Greening and Sahelian Paradox , 2014, Remote. Sens..

[14]  H. Akaike A new look at the statistical model identification , 1974 .

[15]  Peter J. Webster,et al.  A physical basis for the interannual variability of rainfall in the Sahel , 2007 .

[16]  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..

[17]  M. Schaepman,et al.  Proxy global assessment of land degradation , 2008 .

[18]  S. Nicholson The West African Sahel: A Review of Recent Studies on the Rainfall Regime and Its Interannual Variability , 2013 .

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

[20]  J. Charney,et al.  Drought in the Sahara: A Biogeophysical Feedback Mechanism , 1975, Science.

[21]  Konrad J Wessels Comments on Proxy global assessment of land degradation by Bai et al. (2008) , 2009 .

[22]  D. L. Seen,et al.  Driving forces of recent vegetation changes in the Sahel: Lessons learned from regional and local level analyses , 2017 .

[23]  Pierre Defourny,et al.  A global NDVI and EVI reference data set for land-surface phenology using 13 years of daily SPOT-VEGETATION observations , 2014 .

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

[25]  David P. Roy,et al.  Generating a long-term land data record from the AVHRR and MODIS Instruments , 2007, 2007 IEEE International Geoscience and Remote Sensing Symposium.

[26]  C. Tucker,et al.  Analysis of Sahelian vegetation dynamics using NOAA-AVHRR NDVI data from 1981–2003 , 2005 .

[27]  A. Watkinson,et al.  Dynamics of shrub encroachment in an African savanna: relative influences of fire, herbivory, rainfall and density dependence , 2001 .

[28]  Martin Brandt,et al.  Ground‐ and satellite‐based evidence of the biophysical mechanisms behind the greening Sahel , 2015, Global change biology.

[29]  W. Parton,et al.  Primary Production of the Central Grassland Region of the United States , 1988 .

[30]  Martin Brandt,et al.  Mapping gains and losses in woody vegetation across global tropical drylands , 2017, Global change biology.

[31]  J. Charney Dynamics of deserts and drought in the Sahel , 1975 .

[32]  Niall P. Hanan Agroforestry in the Sahel , 2018, Nature Geoscience.

[33]  D. Tongway,et al.  VEGETATION PATCHES AND RUNOFF–EROSION AS INTERACTING ECOHYDROLOGICAL PROCESSES IN SEMIARID LANDSCAPES , 2005 .

[34]  Compton J. Tucker,et al.  Mean and inter-year variation of growing-season normalized difference vegetation index for the Sahel 1981-1989 , 1991 .

[35]  Frédéric Baup,et al.  Woody plant population dynamics in response to climate changes from 1984 to 2006 in Sahel (Gourma, Mali) , 2009 .

[36]  Martin Brandt,et al.  Local Vegetation Trends in the Sahel of Mali and Senegal Using Long Time Series FAPAR Satellite Products and Field Measurement (1982-2010) , 2014, Remote. Sens..

[37]  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 .

[38]  Martin Brandt,et al.  Human population growth offsets climate-driven increase in woody vegetation in sub-Saharan Africa , 2017, Nature Ecology &Evolution.

[39]  C. Tucker,et al.  Desertification, Drought, and Surface Vegetation: An Example from the West African Sahel , 1998 .

[40]  Edwin W. Pak,et al.  An extended AVHRR 8‐km NDVI dataset compatible with MODIS and SPOT vegetation NDVI data , 2005 .

[41]  J. Michaelsen,et al.  The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes , 2015, Scientific Data.

[42]  Ricardo O. Russo,et al.  Agrosilvopastoral Systems: A Practical Approach Toward Sustainable Agriculture , 1996 .

[43]  Martin Brandt,et al.  Fodder Biomass Monitoring in Sahelian Rangelands Using Phenological Metrics from FAPAR Time Series , 2015, Remote. Sens..