African plant diversity and climate change

International goals have been set to protect global plant diversity and limit ecosystem damage due to climate change, but large-scale effects of changing climate on species distributions have yet to be fully considered in conservation efforts. For sub-Saharan Africa we study the shifts in climatically suitable areas for 5197 African plant species under future climate models for the years 2025, 2055, and 2085 generated by the Hadley Center’s third generation coupled ocean-atmosphere General Circulation Model. We use three species distribution models, a “Box model,” a simple genetic algorithm, and a Bayes-based genetic algorithm. The results show major shifts in areas suitable for most species with large geographical changes in species composition. The areas of suitable climate for 81%–97% of the 5197 African plant species are projected to decrease in size and/or shift in location, many to higher altitudes, and 25%–42% are projected to lose all of their area by 2085. In particular, the models indicate dramatic change in the Guineo-Congolian forests, mirroring proposed ecological dynamics in the past. Although these models are preliminary and may overestimate potential extinctions, they suggest that efforts to protect African plant diversity should take future climate-forced distribution changes into account.

[1]  F. Woodward,et al.  The global distribution of ecosystems in a world without fire. , 2004, The New phytologist.

[2]  W. Barthlott,et al.  A numerical re-evaluation of the sub-Saharan phytochoria of mainland Africa. , 2005 .

[3]  Jon C. Lovett,et al.  Africa's hotspots of biodiversity redefined , 2004 .

[4]  C. Fontaine,et al.  Genetic diversity of the shea tree (Vitellaria paradoxa C.F. Gaertn), detected by RAPD and chloroplast microsatellite markers , 2004, Heredity.

[5]  J. Lovett Recent Developments , 2004, Journal of African Law.

[6]  Gideon F. Smith,et al.  Selecting important plant areas in southern Africa , 2004 .

[7]  O. Phillips,et al.  Biodiversity conservation: Uncertainty in predictions of extinction risk/Effects of changes in climate and land use/Climate change and extinction risk (reply) , 2004, Nature.

[8]  O. Phillips,et al.  Extinction risk from climate change , 2004, Nature.

[9]  D. Taylor,et al.  Environmental change and rain forests on the Sunda shelf of Southeast Asia: drought, fire and the biological cooling of biodiversity hotspots , 1999, Biodiversity & Conservation.

[10]  J. Lovett,et al.  Patterns of plant diversity in Africa south of the Sahara and their implications for conservation management , 2004, Biodiversity & Conservation.

[11]  T. Dawson,et al.  Predicting the impacts of climate change on the distribution of species: are bioclimate envelope models useful? , 2003 .

[12]  Jon C. Lovett,et al.  Can we predict centres of plant species richness and rarity from environmental variables in sub‐Saharan Africa? , 2003 .

[13]  M. Cochrane Fire science for rainforests , 2003, Nature.

[14]  G. F. Midgleya,et al.  Developing regional and species-level assessments of climate change impacts on biodiversity in the Cape Floristic Region , 2003 .

[15]  A conservation plan for a global biodiversity hotspot — the Cape Floristic Region , South Africa , 2003 .

[16]  L. Hannah,et al.  Climate change‐integrated conservation strategies , 2002 .

[17]  T. Dawson,et al.  SPECIES: A Spatial Evaluation of Climate Impact on the Envelope of Species , 2002 .

[18]  David R. B. Stockwell,et al.  Future projections for Mexican faunas under global climate change scenarios , 2002, Nature.

[19]  F. Woodward,et al.  Conservation of Biodiversity in a Changing Climate , 2002, Conservation biology : the journal of the Society for Conservation Biology.

[20]  D. Ockwell,et al.  Continental scale patterns of biodiversity: can higher taxa accurately predict African plant distributions? , 2002 .

[21]  David R. B. Stockwell,et al.  Effects of sample size on accuracy of species distribution models , 2002 .

[22]  S. Manel,et al.  Evaluating presence-absence models in ecology: the need to account for prevalence , 2001 .

[23]  E. Box,et al.  Implications of Climatic Warming for Conservation of Native Trees and Shrubs in Florida , 2001 .

[24]  J. Maley Elaeis guineensis Jacq. (oil palm) fluctuations in central Africa during the late Holocene: climate or human driving forces for this pioneering species? , 2001 .

[25]  W. Barthlott,et al.  Patterns of African Vascular Plant Diversity: A GIS Based Analysis , 2001 .

[26]  Simon Ferrier,et al.  Evaluating the predictive performance of habitat models developed using logistic regression , 2000 .

[27]  R. Mittermeier,et al.  Biodiversity hotspots for conservation priorities , 2000, Nature.

[28]  J. Dransfield,et al.  The Tropical Flora Remains Undercollected , 2000 .

[29]  G. Clarke,et al.  Coastal forests of eastern Africa , 2000 .

[30]  C. Potter,et al.  Large-scale impoverishment of Amazonian forests by logging and fire , 1999, Nature.

[31]  J. Nichol Geomorphological Evidence and Pleistocene Refugia in Africa , 1999 .

[32]  E. Box,et al.  Predicted Effects of Climatic Change on Distribution of Ecologically Important Native Tree and Shrub Species in Florida , 1999 .

[33]  Wilhelm Barthlott,et al.  Terminological and methodological aspects of the mapping and analysis of the global biodiversity , 1999 .

[34]  N. Stephenson,et al.  Actual evapotranspiration and deficit: biologically meaningful correlates of vegetation distribution across spatial scales , 1998 .

[35]  M. Bird,et al.  A million-year record of fire in sub-Saharan Africa , 1998, Nature.

[36]  D. Ong The Convention on International Trade in Endangered Species (CITES, 1973): implications of recent developments in international and EC environmental law , 1998 .

[37]  J. Maley,et al.  Vegetation dynamics, palaeoenvironments and climatic changes in the forests of western Cameroon during the last 28,000 years B.P. , 1998 .

[38]  Paul H. Williams,et al.  Promise and problems in applying quantitative complementary areas for representing the diversity of some Neotropical plants (families Dichapetalaceae, Lecythidaceae, Caryocaraceae, Chrysobalanaceae and Proteaceae) , 1996 .

[39]  J. Maley The African rain forest : main characteristics of changes in vegetation and climate from the Upper Cretaceous to the Quaternary , 1996 .

[40]  W. Cramer,et al.  Special Paper: Modelling Present and Potential Future Ranges of Some European Higher Plants Using Climate Response Surfaces , 1995 .

[41]  Hsin-I Wu,et al.  A model comparison for daylength as a function of latitude and day of year , 1995 .

[42]  M. Fournier,et al.  Tropical forest changes during the late quaternary in African and South American lowlands , 1993 .

[43]  Richard J. Aspinall,et al.  An inductive modelling procedure based on Bayes' theorem for analysis of pattern in spatial data , 1992, Int. J. Geogr. Inf. Sci..

[44]  W. Cramer,et al.  A global biome model based on plant physiology and dominance, soil properties and climate , 1992 .

[45]  J. Maley The African rain forest vegetation and palaeoenvironments during late quaternary , 1991 .