Using wavelength and slope to infer the historical origin of semiarid vegetation bands

Significance Self-organized vegetation patterns are a characteristic feature of semiarid regions. On gentle slopes banded patterns (stripes) are typical, and their wavelength is probably the most accessible statistic for patterned vegetation. Recent data show that on steeper slopes wavelengths are usually shorter, contradicting previous predictions of mathematical models. I resolve this “contradiction” by a detailed theoretical study of pattern generation. Moreover I show that the wavelength–slope relationship has a wholly unexpected predictive power, enabling one to infer whether the patterns arose from degradation of uniform vegetation or colonization of bare ground. When combined with climate records, this gives valuable insights into the historical origin of the patterns. Landscape-scale patterns of vegetation occur worldwide at interfaces between semiarid and arid climates. They are important as potential indicators of climate change and imminent regime shifts and are widely thought to arise from positive feedback between vegetation and infiltration of rainwater. On gentle slopes the typical pattern form is bands (stripes), oriented parallel to the contours, and their wavelength is probably the most accessible statistic for vegetation patterns. Recent field studies have found an inverse correlation between pattern wavelength and slope, in apparent contradiction with the predictions of mathematical models. Here I show that this “contradiction” is based on a flawed approach to calculating the wavelength in models. When pattern generation is considered in detail, the theory is fully consistent with empirical results. For realistic parameters, degradation of uniform vegetation generates patterns whose wavelength increases with slope, whereas colonization of bare ground gives the opposite trend. Therefore, the empirical finding of an inverse relationship can be used, in conjunction with climate records, to infer the historical origin of the patterns. Specifically, for the African Sahel my results suggest that banded vegetation originated by the colonization of bare ground during circa 1760–1790 or since circa 1850.

[1]  J. Sherratt,et al.  VEGETATION PATTERNS AND DESERTIFICATION WAVES IN SEMI-ARID ENVIRONMENTS: MATHEMATICAL MODELS BASED ON LOCAL FACILITATION IN PLANTS , 2012 .

[2]  Edmund J. Crampin,et al.  Mode Transitions in a Model Reaction–Diffusion System Driven by Domain Growth and Noise , 2006, Bulletin of mathematical biology.

[3]  Nicolas Barbier,et al.  Deeply gapped vegetation patterns: on crown/root allometry, criticality and desertification. , 2009, Journal of theoretical biology.

[4]  Jon D. Pelletier,et al.  How do vegetation bands form in dry lands? Insights from numerical modeling and field studies in southern Nevada, USA , 2012 .

[5]  J. Maley Mecanisme des changements climatiques aux basses latitudes , 1973 .

[6]  P. B. Mitchell,et al.  Vegetation arcs and litter dams: Similarities and differences , 1999 .

[7]  C. Klausmeier,et al.  Regular and irregular patterns in semiarid vegetation , 1999, Science.

[8]  S. Nicholson Saharan climates in historic times. , 1980 .

[9]  J. Iliffe Africans: The History of a Continent , 1995 .

[10]  M. Rietkerk,et al.  Complexity and coexistence in a simple spatial model for arid savanna ecosystems , 2013, Theoretical Ecology.

[11]  F. A. Davidson,et al.  Reversing invasion in bistable systems , 2012, Journal of mathematical biology.

[12]  Sonia Kéfi,et al.  Bistability and regular spatial patterns in arid ecosystems , 2010, Theoretical Ecology.

[13]  J. Sherratt,et al.  Pattern selection and hysteresis in the Rietkerk model for banded vegetation in semi-arid environments , 2014, Journal of The Royal Society Interface.

[14]  James Sneyd,et al.  Existence and Stability of Traveling Waves in Buffered Systems , 2005, SIAM J. Appl. Math..

[15]  H. Olff,et al.  Multiscale soil and vegetation patchiness along a gradient of herbivore impact in a semi-arid grazing system in West Africa , 2000, Plant Ecology.

[16]  Jonathan A. Sherratt,et al.  An Analysis of Vegetation Stripe Formation in Semi-Arid Landscapes , 2005, Journal of mathematical biology.

[17]  J. Sherratt History-dependent patterns of whole ecosystems , 2013 .

[18]  Gregory S. Okin,et al.  Modeling emergent patterns of dynamic desert ecosystems , 2014 .

[19]  J. Bogaert,et al.  Determinants and dynamics of banded vegetation pattern migration in arid climates , 2012 .

[20]  L. Kumar,et al.  Self‐Organization of Vegetation in Arid Ecosystems , 2002, The American Naturalist.

[21]  Geertje Hek,et al.  Rise and Fall of Periodic Patterns for a Generalized Klausmeier–Gray–Scott Model , 2013, J. Nonlinear Sci..

[22]  S. Stokes,et al.  Optical dating of aeolian dynamism on the West African Sahelian margin , 2004 .

[23]  G. Lord,et al.  Nonlinear dynamics and pattern bifurcations in a model for vegetation stripes in semi-arid environments. , 2007, Theoretical population biology.

[24]  E. Gilada,et al.  A mathematical model of plants as ecosystem engineers , 2007 .

[25]  D. Tongway,et al.  Theories on the Origins, Maintenance, Dynamics, and Functioning of Banded Landscapes , 2001 .

[26]  J. Seghieri,et al.  Vegetation Dynamics: Recruitment and Regeneration in Two-Phase Mosaics , 2001 .

[27]  Nicolas Barbier,et al.  Environmental modulation of self‐organized periodic vegetation patterns in Sudan , 2011 .

[28]  Sonia Kéfi,et al.  Dispersal strategies and spatial organization of vegetation in arid ecosystems , 2008 .

[29]  Jean Poesen,et al.  Soil and water components of banded vegetation patterns , 1999 .

[30]  T. Shaw The Sahara and the Nile: Quaternary Environments and Prehistoric Occupation in Northern Africa , 1980 .

[31]  S. Carpenter,et al.  Catastrophic shifts in ecosystems , 2001, Nature.

[32]  N. Ursino The influence of soil properties on the formation of unstable vegetation patterns on hillsides of semiarid catchments , 2005 .

[33]  R. Callaway,et al.  Positive interactions among plants , 1995, The Botanical Review.

[34]  T. Thurow,et al.  Fragmentation and changes in hydrologic function of tiger bush landscapes, south‐west Niger , 2000 .

[35]  Jack D. Dockery,et al.  Existence and Stability of Traveling Wave Solutions for a Population Genetic Model via Singular Perturbations , 1994, SIAM J. Appl. Math..

[36]  M. Bierkens,et al.  How will increases in rainfall intensity affect semiarid ecosystems? , 2014 .

[37]  J. Quinton,et al.  Patch vegetation and water redistribution above and below ground in south‐east Spain , 2012 .

[38]  Nicolas Barbier,et al.  The global biogeography of semi‐arid periodic vegetation patterns , 2008 .

[39]  E. Meron,et al.  Gradual regime shifts in spatially extended ecosystems , 2012, Theoretical Ecology.

[40]  Kevin J. Painter,et al.  Cryptic Patterning of Avian Skin Confers a Developmental Facility for Loss of Neck Feathering , 2011, PLoS biology.

[41]  J. Overpeck,et al.  Atlantic Forcing of Persistent Drought in West Africa , 2009, Science.

[42]  Yuval R. Zelnik,et al.  Regime shifts in models of dryland vegetation , 2013, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[43]  Ehud Meron,et al.  Pattern-formation approach to modelling spatially extended ecosystems , 2012 .

[44]  James P. Keener,et al.  Mathematical physiology , 1998 .

[45]  S. Nicholson,et al.  A Two-Century Precipitation Dataset for the Continent of Africa , 2012 .

[46]  Sharon E. Nicholson,et al.  The Methodology of Historical Climate Reconstruction and its Application to Africa , 1979, The Journal of African History.

[47]  K. Daniels,et al.  Local properties of patterned vegetation: quantifying endogenous and exogenous effects , 2013, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[48]  Nicolas Barbier,et al.  Self‐organized vegetation patterning as a fingerprint of climate and human impact on semi‐arid ecosystems , 2006 .

[49]  David J. Wollkind,et al.  A Nonlinear Stability Analysis of Vegetative Turing Pattern Formation for an Interaction–Diffusion Plant-Surface Water Model System in an Arid Flat Environment , 2012, Bulletin of mathematical biology.

[50]  Nicolas Barbier,et al.  Spatial decoupling of facilitation and competition at the origin of gapped vegetation patterns. , 2008, Ecology.

[51]  Sonia Kéfi,et al.  Local facilitation, bistability and transitions in arid ecosystems. , 2007, Theoretical population biology.

[52]  J. McLeod,et al.  The approach of solutions of nonlinear diffusion equations to travelling front solutions , 1977 .

[53]  S. Galle,et al.  Water balance in a banded vegetation pattern: A case study of tiger bush in western Niger , 1999 .

[54]  Jonathan Nathan,et al.  Periodic versus scale-free patterns in dryland vegetation , 2010, Proceedings of the Royal Society B: Biological Sciences.

[55]  R. Bras,et al.  On the dynamics of soil moisture, vegetation, and erosion: Implications of climate variability and change , 2006 .

[56]  Maarten B. Eppinga,et al.  Beyond Turing: The response of patterned ecosystems to environmental change , 2014 .

[57]  S. Nicholson Climatic variations in the Sahel and other African regions during the past five centuries , 1978 .