Adopting a spatially explicit perspective to study the mysterious fairy circles of Namibia

The mysterious ‘fairy circles’ are vegetation-free discs that cover vast areas along the pro-Namib Desert. Despite 30 yr of research their origin remains unknown. Here we adopt a novel approach that focuses on analysis of the spatial patterns of fairy circles obtained from representative 25-ha aerial images of north-west Namibia. We use spatial point pattern analysis to quantify different features of their spatial structures and then critically inspect existing hypotheses with respect to their ability to generate the observed circle patterns. Our working hypothesis is that fairy circles are a self-organized vegetation pattern. Finally, we test if an existing partial-differential-equation model, that was designed to describe vegetation pattern formation, is able to reproduce the characteristic features of the observed fairy circle patterns. The model is based on key-processes in arid areas such as plant competition for water and local resource-biomass feedbacks. The fairy circles showed at all three study areas the same regular spatial distribution patterns, characterized by Voronoi cells with mostly six corners, negative correlations in their size up to a distance of 13 m, and remarkable homogeneity over large spatial scales. These results cast doubts on abiotic gas-leakage along geological lines or social insects as causal agents of their origin. However, our mathematical model was able to generate spatial patterns that agreed quantitatively in all of these features with the observed patterns. This supports the hypothesis that fairy circles are self-organized vegetation patterns that emerge from positive biomass-water feedbacks involving water transport by extended root systems and soil-water diffusion. Future research should search for mechanisms that explain how the different hypotheses can generate the patterns observed here and test the ability of self-organization to match the birth- and death dynamics of fairy circles and their regional patterns in the density and size with respect to environmental gradients.

[1]  The spatial distribution of nests of the harvester ant Messor barbarus in dryland cereals , 2014, Insectes Sociaux.

[2]  T. Lammogliaa,et al.  CHARACTERIZATION OF HYDROCARBON MICROSEEPAGES IN THE TUCANO BASIN , ( BRAZIL ) THROUGH HYPERSPECTRAL CLASSIFICATION AND NEURAL NETWORK ANALYSIS OF ADVANCED SPACEBORNE THERMAL EMISSION AND REFLECTION RADIOMETER ( ASTER ) DATA , 2008 .

[3]  A. Danin,et al.  Circular arrangement of Stipagrostis ciliata clumps in the Negev, Israel and near Gokaeb, Namibia , 1995 .

[4]  M. V. Rooyen,et al.  Evidence for a geochemical origin of the mysterious circles in the Pro-Namib desert , 2011 .

[5]  S. Hubbell,et al.  A systematic comparison of summary characteristics for quantifying point patterns in ecology , 2013 .

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

[7]  Eliot J. B. McIntire,et al.  Beyond description: the active and effective way to infer processes from spatial patterns. , 2009, Ecology.

[8]  Walter R. Tschinkel,et al.  The Life Cycle and Life Span of Namibian Fairy Circles , 2012, PloS one.

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

[10]  M. Cross,et al.  Pattern formation outside of equilibrium , 1993 .

[11]  B. Cole,et al.  Spatial distribution of Pogonomyrmex occidentalis : Recruitment, mortality and overdispersion , 1995 .

[12]  Yves Roisin,et al.  Are the spatio‐temporal dynamics of soil‐feeding termite colonies shaped by intra‐specific competition? , 2011 .

[13]  Guy Theraulaz,et al.  The formation of spatial patterns in social insects: from simple behaviours to complex structures , 2003, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[14]  V. Ross-Gillespie,et al.  Ants and the enigmatic Namibian fairy circles – cause and effect? , 2012 .

[15]  Norbert Juergens,et al.  The Biological Underpinnings of Namib Desert Fairy Circles , 2013, Science.

[16]  T. McGlynn,et al.  The ecology of nest movement in social insects. , 2012, Annual review of entomology.

[17]  Jerry Patrick Corum USING PATTERN ORIENTED MODELING TO DESIGN AND VALIDATE SPATIAL MODELS: A CASE STUDY IN AGENT-BASED MODELING , 2014 .

[18]  Stephan Getzin,et al.  Assessing biodiversity in forests using very high‐resolution images and unmanned aerial vehicles , 2012 .

[19]  P. Stoll,et al.  Pattern and process: competition causes regular spacing of individuals within plant populations , 2005 .

[20]  D. Stoyan,et al.  Statistical Analysis and Modelling of Spatial Point Patterns , 2008 .

[21]  R. Feagin,et al.  Spatial Patterns of Grass Seedling Recruitment Imply Predation and Facilitation by Harvester Ants , 2010, Environmental entomology.

[22]  E. Meron,et al.  A mathematical model of plants as ecosystem engineers. , 2007, Journal of theoretical biology.

[23]  Stephan Getzin,et al.  The fairy circles of Kaokoland (North-West Namibia) - origin, distribution, and characteristics , 2000 .

[24]  J. Platt Strong Inference: Certain systematic methods of scientific thinking may produce much more rapid progress than others. , 1964, Science.

[25]  Thorsten Wiegand,et al.  Heterogeneity influences spatial patterns and demographics in forest stands , 2008 .

[26]  Brenda Beitler Bowen,et al.  Reflectance spectroscopic mapping of diagenetic heterogeneities and fluid-flow pathways in the Jurassic Navajo Sandstone , 2007 .

[27]  Uta Berger,et al.  Pattern-Oriented Modeling of Agent-Based Complex Systems: Lessons from Ecology , 2005, Science.

[28]  W. Harbert,et al.  Analysis of light hydrocarbons in soil gases, Lost River region, West Virginia: Relation to stratigraphy and geological structures , 2006 .

[29]  E. Meron,et al.  Emerged or imposed: a theory on the role of physical templates and self-organisation for vegetation patchiness. , 2013, Ecology letters.

[30]  C. Freitas,et al.  Terrain characteristics of a tonal anomaly remotely detected in an area of hydrocarbon microseepage, Tucano Basin, north-eastern Brazil , 2002 .

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

[32]  J. Detling,et al.  Interactive disturbance effects of two disparate ecosystem engineers in North American shortgrass steppe , 2008, Oecologia.

[33]  N. van Rooyen,et al.  Mysterious circles in the Namib Desert. , 2008 .

[34]  E. Meron,et al.  Ecosystem engineers: from pattern formation to habitat creation. , 2004, Physical review letters.

[35]  N. van Rooyen,et al.  Mysterious circles in the Namib Desert: review of hypotheses on their origin , 2004 .

[36]  C. Crawford Biology of Desert Invertebrates , 1981, Springer Berlin Heidelberg.

[37]  D. Sumpter The principles of collective animal behaviour , 2006, Philosophical Transactions of the Royal Society B: Biological Sciences.

[38]  Origin of the enigmatic, circular, barren patches ('Fairy Rings') of the pro-Namib. , 2001 .

[39]  René Lefever,et al.  Short range co-operativity competing with long range inhibition explains vegetation patterns , 1999 .

[40]  Gregory P. Asner,et al.  Spatial variability and abiotic determinants of termite mounds throughout a savanna catchment , 2014 .

[41]  S. Wich,et al.  Dawn of Drone Ecology: Low-Cost Autonomous Aerial Vehicles for Conservation , 2012 .

[42]  Michael D. Cramer,et al.  Are Namibian “Fairy Circles” the Consequence of Self-Organizing Spatial Vegetation Patterning? , 2013, PloS one.

[43]  E. Meron,et al.  Diversity of vegetation patterns and desertification. , 2001, Physical review letters.

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

[45]  L. Zou,et al.  Remote sensing interpretation of areas with hydrocarbon microseepage in northeast China using Landsat-7/ETM+ data processing techniques , 2011 .

[46]  Volker Grimm,et al.  Using pattern-oriented modeling for revealing hidden information: a key for reconciling ecological theory and application , 2003 .

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

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

[49]  Mustapha Tlidi,et al.  On Vegetation Clustering, Localized Bare Soil Spots and Fairy Circles , 2008 .

[50]  J. Wiens,et al.  The distribution of ant colonies in a semiarid landscape : implications for community and ecosystem processes , 1996 .

[51]  J. Platt Strong Inference , 2007 .