Multistability of model and real dryland ecosystems through spatial self-organization

被引:77
作者
Bastiaansen, Robbin [1 ]
Jaibi, Olfa [1 ]
Deblauwe, Vincent [2 ,3 ]
Eppinga, Maarten B. [4 ]
Siteur, Koen [5 ,6 ,7 ,8 ]
Siero, Eric [9 ]
Mermoz, Phane [10 ]
Bouvet, Alexandre [10 ]
Doelman, Arjen [1 ]
Rietkerk, Max [4 ]
机构
[1] Leiden Univ, Math Inst, NL-2300 RA Leiden, Netherlands
[2] Int Inst Trop Agr, BP 2008 Messa, Yaounde, Cameroon
[3] Univ Calif Los Angeles, Inst Environm & Sustainabil, Ctr Trop Res, Los Angeles, CA 90095 USA
[4] Univ Utrecht, Copernicus Inst, Dept Environm Sci, NL-3508 TC Utrecht, Netherlands
[5] Royal Netherlands Inst Sea Res, Dept Estuarine & Delta Syst, NL-4401 NT Yerseke, Netherlands
[6] Univ Utrecht, NL-4401 NT Yerseke, Netherlands
[7] East China Normal Univ, Shanghai Key Lab Urban Ecol Proc & Ecorestorat, Sch Ecol & Environm Sci, Shanghai 200241, Peoples R China
[8] East China Normal Univ, Sch Ecol & Environm Sci, Ctr Global Change & Ecol Forecasting, Shanghai 200241, Peoples R China
[9] Carl von Ossietzky Univ Oldenburg, Inst Math, D-26111 Oldenburg, Germany
[10] Univ Toulouse III Paul Sabatier, Ctr Etud Spatiales Biosphere, Ctr Natl Etud Spatiales, CNR,Inst Rech Dev, F-31401 Toulouse, France
基金
中国国家自然科学基金; 欧盟地平线“2020”;
关键词
vegetation patterns; spatial self-organization; Busse balloon; arid ecosystems; ecosystem resilience; GRAY-SCOTT MODEL; SEMIARID ENVIRONMENTS; BANDED VEGETATION; PATTERN-FORMATION; CRITICAL TRANSITIONS; KLAUSMEIER MODEL; GRAZING SYSTEMS; ECOLOGY; STABILITY; DYNAMICS;
D O I
10.1073/pnas.1804771115
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Spatial self-organization of dryland vegetation constitutes one of the most promising indicators for an ecosystem's proximity to desertification. This insight is based on studies of reaction- diffusion models that reproduce visual characteristics of vegetation patterns observed on aerial photographs. However, until now, the development of reliable early warning systems has been hampered by the lack of more in-depth comparisons between model predictions and real ecosystem patterns. In this paper, we combined topographical data, (remotely sensed) optical data, and in situ biomass measurements from two sites in Somalia to generate a multilevel description of dryland vegetation patterns. We performed an in-depth comparison between these observed vegetation pattern characteristics and predictions made by the extended-Klausmeier model for dryland vegetation patterning. Consistent with model predictions, we found that for a given topography, there is multistability of ecosystem states with different pattern wavenumbers. Furthermore, observations corroborated model predictions regarding the relationships between pattern wavenumber, total biomass, and maximum biomass. In contrast, model predictions regarding the role of slope angles were not corroborated by the empirical data, suggesting that inclusion of small-scale topographical heterogeneity is a promising avenue for future model development. Our findings suggest that patterned dryland ecosystems may be more resilient to environmental change than previously anticipated, but this enhanced resilience crucially depends on the adaptive capacity of vegetation patterns.
引用
收藏
页码:11256 / 11261
页数:6
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