植物生态学报 ›› 2015, Vol. 39 ›› Issue (9): 932-940.DOI: 10.17521/cjpe.2015.0090
所属专题: 生态系统结构与功能
• • 上一篇
收稿日期:
2015-02-03
接受日期:
2015-07-23
出版日期:
2015-09-03
发布日期:
2015-09-23
通讯作者:
唐海萍
作者简介:
*作者简介: E-mail:
基金资助:
TANG Hai-Ping*(), CHEN Jiao, XUE Hai-Li
Received:
2015-02-03
Accepted:
2015-07-23
Online:
2015-09-03
Published:
2015-09-23
Contact:
Hai-Ping TANG
About author:
# Co-first authors
摘要:
生态阈值概念是20世纪70年代提出的, 主要指生态系统的几个稳态之间突然改变的点或区域。在阐明生态系统结构与功能的关系、构建区域可持续发展范式以及服务于生态系统管理和生态红线的划定中, 生态阈值的检测和量化有着重要的理论和实践意义。该文首先梳理了前人关于生态阈值的概念、类型的一些提法, 从预警研究角度提出可以从两个层次理解生态阈值概念: 生态阈值点是系统从量变到质变的转折点, 类似于红色界限; 而生态阈值带可以理解为量变过程中不同稳态之间的转换区域, 类似于黄色与橙色预警边界带。黄色生态阈值表示生态系统可通过自身的调节能力重新达到稳定状态; 橙色生态阈值表示需要排除干扰因子使得生态系统重新达到平衡; 而红色生态阈值为关键阈值点, 超过此阈值, 生态系统将发生不可逆的退化甚至崩溃。该文还总结了目前确定生态阈值的主要方法, 主要是基于野外观测数据的统计分析与模型模拟方法。最后, 基于生态系统服务、生物多样性保护与生态系统管理等几个当今生态学热点研究领域, 简单总结归纳了生态阈值的研究现状, 并提出生态阈值未来的3个研究难点和方向: 1)开展针对生态阈值检测和量化的研究; 2)关注生态阈值的尺度效应并加强野外观测; 3)发挥生态阈值的预警作用, 指导“生态红线”的划定和生态系统管理。
唐海萍, 陈姣, 薛海丽. 生态阈值: 概念、方法与研究展望. 植物生态学报, 2015, 39(9): 932-940. DOI: 10.17521/cjpe.2015.0090
TANG Hai-Ping,CHEN Jiao,XUE Hai-Li. Ecological thresholds: Concept, Methods and research outlooks. Chinese Journal of Plant Ecology, 2015, 39(9): 932-940. DOI: 10.17521/cjpe.2015.0090
图1 1973年1月-2015年6月发表的有关生态阈值的论文(来自Web of Science数据库检索)。图中重要文献指引用频次>30次的文献。
Fig. 1 Literature on ecological thresholds published during 1973.1-2015.6 (Resource: Web of Science). Important literature are those with citation frequency of more than 30 times.
概念 Concept | 文献 Reference |
---|---|
系统两个稳定状态之间的断点代表了生态系统阈值 The breakpoints between alternative stable states | May, 1977 |
阈值是两个不同的生态状态之间的时空边界; 牧区管理者没有实质干预的在实践时间尺度上不可逆的初始跨越边界 The boundaries in space and time between two different ecological states, initial shift across the boundary is not reversible on a practical time scale without substantial intervention by the range manager | Friedel, 1991 |
生态阈值是生态的不连续性, 暗示系统从一个稳态跃入另一个稳态时独立变量的关键值 The critical values of the independent variable around which the system flips from one stable state to another. | Muradian, 2001 |
阈值是环境条件的小变化产生(系统功能等)实质性改进的一些区域 The zones at which small changes in environmental conditions produce substantial improvements | Bestelmeyer et al., 2004 |
定义生态阈值为系统中当跨越两个可选状态时引起系统“快速移动”到一个不同的状态时的分歧点 A bifurcation point between alternate states which when passed causes a system to “flip” to a different state | Meyers & Walker, 2003 |
生态阈值代表了生态过程或参数发生突变的一个点, 此突变点响应于一个驱动力的相对较小的变化 The point at which an ecological process or parameter changes abruptly in response to relatively small changes in a driving force | Larsen & Alp, 2015 |
表1 生态阈值概念
Table 1 The concepts of ecological thresholds
概念 Concept | 文献 Reference |
---|---|
系统两个稳定状态之间的断点代表了生态系统阈值 The breakpoints between alternative stable states | May, 1977 |
阈值是两个不同的生态状态之间的时空边界; 牧区管理者没有实质干预的在实践时间尺度上不可逆的初始跨越边界 The boundaries in space and time between two different ecological states, initial shift across the boundary is not reversible on a practical time scale without substantial intervention by the range manager | Friedel, 1991 |
生态阈值是生态的不连续性, 暗示系统从一个稳态跃入另一个稳态时独立变量的关键值 The critical values of the independent variable around which the system flips from one stable state to another. | Muradian, 2001 |
阈值是环境条件的小变化产生(系统功能等)实质性改进的一些区域 The zones at which small changes in environmental conditions produce substantial improvements | Bestelmeyer et al., 2004 |
定义生态阈值为系统中当跨越两个可选状态时引起系统“快速移动”到一个不同的状态时的分歧点 A bifurcation point between alternate states which when passed causes a system to “flip” to a different state | Meyers & Walker, 2003 |
生态阈值代表了生态过程或参数发生突变的一个点, 此突变点响应于一个驱动力的相对较小的变化 The point at which an ecological process or parameter changes abruptly in response to relatively small changes in a driving force | Larsen & Alp, 2015 |
术语 Term | 定义 Definition | 文献 Reference |
---|---|---|
弹性或恢复力 Resilience | 系统持久性的度量, 以及吸纳变化和干扰后维持同样的种群或状态变量之间关系的能力; A measure of the persistence of system and their ability to absorb change and disturbance and to still maintain the same relationship between populations or state variables | Holling, 1973 |
非线性变化 Non-linear responses | 非线性变化是阈值的重要原理 Ecosystem reflects different types of nonlinearities | Rial et al., 2004 |
触发因子 Triggers | 触发因子经常引起生态系统格局或空间结构发生初始变化 Triggers often initiate changes in the pattern or spatial structure of ecosystem | Bowker et al., 2014 |
稳态转换 Regime shift | 生态系统稳态转换意味着生态系统服务的转变以及随后对人类社会的影响 Regime shifts imply shifts in ecosystem services and consequent impacts on human societies | Folke et al., 2004 |
临界点 Tipping points | (1)复杂系统的临界点可能隐含非必要崩溃的风险, 同时也是积极改变的机会 Tipping points in complex systems may imply risks of unwanted collapse, but also opportunities for positive change (2)指示阈值出现拐点或者迫在眉睫就要出现 Indicate that thresholds crossing has occurred or is imminent | Scheffer et al., 2012 Bowker et al., 2014 |
多稳态 alternative stable states (multiple stable states) | 描述这种现象, 即系统能展示从一种稳态到另一种稳态发生的重大变化 describe the phenomenon whereby systems can exhibit a big change from one kind of regime to another | Walker & Meyers, 2004 |
断点 Breakpoint | 多稳态之间的过渡点 transition point to alternative stable states | May, 1977 |
不连续性 Discontinuities | 通过这些断点或不连续性识别生态阈值和描述多稳态之间的转换过程 Identifying ecological thresholds and describing processes of transition to alternative stable states once these breakpoints or discontinuities | Muradian, 2001 |
表2 几个与生态阈值有关的术语
Table 2 Several terms related to ecological thresholds
术语 Term | 定义 Definition | 文献 Reference |
---|---|---|
弹性或恢复力 Resilience | 系统持久性的度量, 以及吸纳变化和干扰后维持同样的种群或状态变量之间关系的能力; A measure of the persistence of system and their ability to absorb change and disturbance and to still maintain the same relationship between populations or state variables | Holling, 1973 |
非线性变化 Non-linear responses | 非线性变化是阈值的重要原理 Ecosystem reflects different types of nonlinearities | Rial et al., 2004 |
触发因子 Triggers | 触发因子经常引起生态系统格局或空间结构发生初始变化 Triggers often initiate changes in the pattern or spatial structure of ecosystem | Bowker et al., 2014 |
稳态转换 Regime shift | 生态系统稳态转换意味着生态系统服务的转变以及随后对人类社会的影响 Regime shifts imply shifts in ecosystem services and consequent impacts on human societies | Folke et al., 2004 |
临界点 Tipping points | (1)复杂系统的临界点可能隐含非必要崩溃的风险, 同时也是积极改变的机会 Tipping points in complex systems may imply risks of unwanted collapse, but also opportunities for positive change (2)指示阈值出现拐点或者迫在眉睫就要出现 Indicate that thresholds crossing has occurred or is imminent | Scheffer et al., 2012 Bowker et al., 2014 |
多稳态 alternative stable states (multiple stable states) | 描述这种现象, 即系统能展示从一种稳态到另一种稳态发生的重大变化 describe the phenomenon whereby systems can exhibit a big change from one kind of regime to another | Walker & Meyers, 2004 |
断点 Breakpoint | 多稳态之间的过渡点 transition point to alternative stable states | May, 1977 |
不连续性 Discontinuities | 通过这些断点或不连续性识别生态阈值和描述多稳态之间的转换过程 Identifying ecological thresholds and describing processes of transition to alternative stable states once these breakpoints or discontinuities | Muradian, 2001 |
[1] | Armitage D, Béné C, Charles AT, Johnson D, Allison EH (2012). The interplay of well-being and resilience in applying a social-ecological perspective.Ecology and Society, 17, 15. |
[2] | Bai YF, Wu JG, Clark CM, Naeem S, Pan QM, Huang JH, Zhang LX, Han XG (2010). Tradeoffs and thresholds in the effects of nitrogen addition on biodiversity and ecosystem functioning: Evidence from Inner Mongolia grasslands.Global Change Biology, 16, 358-372. |
[3] | Banks-Leite C, Pardini R, Tambosi LR, Pearse WD, Bueno AA, Bruscagin RT, Condez TH, Dixo M, Igari AT, Martensen AC, Metzger JP (2014). Using ecological thresholds to evaluate the costs and benefits of set-asides in a biodiversity hotspot.Science, 345, 1041-1045. |
[4] | Barney GO (2002). The Global 2000 Report to the President and the Threshold 21 model: Influences of Dana meadows and system dynamics.System Dynamics Review, 18, 123-136. |
[5] | Bestelmeyer BT (2006). Threshold concepts and their use in rangeland management and restoration: The good, the bad, and the insidious.Restoration Ecology, 14, 325-329. |
[6] | Bestelmeyer BT, Herrick JE, Brown JR, Trujillo DA, Havstad KM (2004). Land management in the American southwest: A state-and-transition approach to ecosystem complexity.Environmental Management, 34, 38-51. |
[7] | Borenstein M, Hedges LV, Higgins JPT, Rothstein HR (2011). Introduction to Meta-Analysis. 2nd edn. John Wiley & Sons, New York. |
[8] | Bowker MA, Miller ME, Garman SL, Belote T (2014). Applying threshold concepts to conservation management of dryland ecosystems: Case studies on the Colorado Plateau. In: Guntenspergen GR ed. Application of Threshold Concepts in Natural Resource Decision Making. Springer, New York. 101-130. |
[9] | Briske DD, Fuhlendorf SD, Smeins FE (2005). State-and- transition models, thresholds, and rangeland health: A synthesis of ecological concepts and perspectives.Rangeland Ecology & Management, 58, 1-10. |
[10] | Cramer W, Bondeau A, Woodward FI, Prentice IC, Betts RA, Brovkin V, Cox PM, Fisher V, Foley JA, Friend AD, Kucharik C, Lomas MR, Ramankutty N, Sitch S, Smith B, White A, Young-Molling C (2001). Global response of terrestrial ecosystem structure and function to CO2 and climate change: Results from six dynamic global vegetation models.Global Change Biology, 7, 357-373. |
[11] | Cramer W, Kicklighter DW, Bondeau A, Moore B III, Churkina G, Nemry B, Ruimy A, Schloss AL, The Participants of the Potsdam NPP Model Intercomparison (1999). Comparing global models of terrestrial net primary productivity (NPP): Overview and key results.Global Change Biology, 5, 1-15. |
[12] | DeAngelis DL, Waterhouse JC (1987). Equilibrium and nonequilibrium concepts in ecological models.Ecological Monographs, 57, 1-21. |
[13] | Ficetola GF, Denoël M (2009). Ecological thresholds: An assessment of Methods to identify abrupt changes in species-habitat relationships.Ecography, 32, 1075-1084. |
[14] | Folke C, Carpenter S, Walker B, Scheffer M, Elmqvist T, Gunderson L, Holling CS (2004). Regime shifts, resilience, and biodiversity in ecosystem management.Annual Review of Ecology, Evolution, and Systematics, 35, 557-581. |
[15] | Friedel MH (1991). Range condition assessment and the concept of thresholds: A viewpoint.Journal of Range Management, 44, 422-426. |
[16] | Fu BJ, Liu Y (2014). Global ecosystem observation and research programs: Evolution and insights for future development.Progress in Geography, 33, 893-902.(in Chinese with English abstract) |
[傅伯杰, 刘宇 (2014). 国际生态系统观测研究计划及启示. 地理科学进展, 33, 893-902.] | |
[17] | Fu BJ, Zhang LW (2014). Land-use change and ecosystem services: Concepts, Methods and progress.Progress in Geography, 33, 441-446.(in Chinese with English abstract) |
[傅伯杰, 张立伟. (2014). 土地利用变化与生态系统服务: 概念、方法与进展. 地理科学进展, 33, 441-446.] | |
[18] | Future Earth (2013). Future Earth initial design: Report of the transition team. Paris, FRA: International Council for Science (ICSU). . Cited: 2014-12-26. |
[19] | Gao Y, Zhu XJ, Yu GR, He NP, Wang QF, Tian J (2014). Water use efficiency threshold for terrestrial ecosystem carbon sequestration in China under afforestation. Agricultural and Forest Meteorology, 195-196, 32-37. |
[20] | Groffman PM, Baron JS, Blett T, Gold AJ, Goodman I, Gunderson LH, Levinson BM, Palmer MA, Paerl HW, Peterson GD, Poff NL, Rejeski DW, Reynolds JF, Turner MG, Weathers KC, Wiens J (2006). Ecological thresholds: The key to successful environmental management or an important concept with no practical application.Ecosystems, 9, 1-13. |
[21] | Holling CS (1973). Resilience and stability of ecological systems.Annual Review of Ecology and Systematics, 4, 1-23. |
[22] | Huggett AJ (2005). The concept and utility of “ecological thresholds” in biodiversity conservation.Biological Conservation, 124, 301-310. |
[23] | Kates RW, Clark WC, Corell R, Hall JM, Jaeger CC, Lowe I, McCarthy JJ, Schellnhuber HJ, Bolin B, Dickson NM, Faucheux S, Gallopin GC, Grübler A, Huntley B, Jäger J, Jodha NS, Kasperson RE, Mabogunje A, Matson P, Mooney H, Moore B III, O’Riordan T, Svedin U (2001). Environment and development: Sustainability science.Science, 292, 641-642. |
[24] | Larsen S, Alp M (2015). Ecological thresholds and riparian wetlands: An overview for environmental managers.Limnology, 16, 1-9. |
[25] | Laycock WA (1991). Stable states and thresholds of range condition on north American rangelands: A viewpoint.Journal of Range Management, 44, 427-433. |
[26] | Li H, Cai YL (2010). The threshold of eco-security based on system dynamics and application: A case study of Chongming Island.Acta Ecologica Sinica, 30, 3654-3664.(in Chinese with English abstract) |
[李华, 蔡永立 (2010). 基于SD的生态安全指标阈值的确定及应用——以上海崇明岛为例. 生态学报, 30, 3654-3664.] | |
[27] | Li XL, Perry GLW, Brierley G, Sun HQ, Li CH, Lu GX (2014). Quantitative assessment of degradation classifications for degraded alpine meadows (Heitutan), Sanjiangyuan, Western China.Land Degradation & Development, 25, 417-427. |
[28] | Lindenmayer DB, Luck G (2005). Synthesis: Thresholds in conservation and management.Biological Conservation, 124, 351-354. |
[29] | Mace G (2013). Global change: Ecology must evolve.Nature, 503, 191-192. |
[30] | Martin J, Runge MC, Nichols JD, Lubow BC, Kendall WL (2009). Structured decision making as a conceptual framework to identify thresholds for conservation and management.Ecological Applications, 19, 1079-1090. |
[31] | May RM (1973). Stability and Complexity in Model Ecosystems. Princeton University Press, Princeton , USA. |
[32] | May RM (1977). Thresholds and breakpoints in ecosystems with a multiplicity of stable states.Nature, 269, 471-477. |
[33] | Meyers J, Walker BH (2003). Thresholds and alternate states in ecological and social-ecological systems: Thresholds database. Resilience Alliance. . Cited: 2014-12-26. |
[34] | Millennium Ecosystem Assessment (2005). Ecosystems and Human Well-Being. 2nd edn. Island Press, Washington, DC. |
[35] | Muradian R (2001). Ecological thresholds: A survey.Ecological Economics, 38, 7-24. |
[36] | Perrings C, Walker B (1997). Biodiversity, resilience and the control of ecological-economic systems: The case of fire-driven rangelands.Ecological Economics, 22, 73-83. |
[37] | Qian SS (2014). Ecological threshold and environmental management: A note on statistical Methods for detecting thresholds.Ecological Indicators, 38, 192-197. |
[38] | Qian SS, Cuffney TF (2012). To threshold or not to threshold? That’s the question.Ecological Indicators, 15, 1-9. |
[39] | Rial JA, Pielke RA, Beniston M, Claussen M, Canadell J, Cox P, Held H, de Noblet-Ducoudré N, Prinn R, Reynolds JF, Salas JD (2004). Nonlinearities, feedbacks and critical thresholds within the Earth’s climate system.Climatic Change, 65, 11-38. |
[40] | Ruppert JC, Holm A, Miehe S, Muldavin E, Snyman HA, Wesche K, Linstadter A (2012). Meta-analysis of ANPP and rain-use efficiency confirms indicative value for degradation and supports non-linear response along precipitation gradients in drylands.Journal of Vegetation Science, 23, 1035-1050. |
[41] | Sasaki T, Okayasu T, Jamsran U, Takeuchi K (2008). Threshold changes in vegetation along a grazing gradient in Mongolian rangelands.Journal of Ecology, 96, 145-154. |
[42] | Scheffer M, Bascompte J, Brock WA, Brovkin V, Carpenter SR, Dakos V, Held H, van Nes EH, Rietkerk M, Sugihara G (2009). Early-warning signals for critical transitions.Nature, 461, 53-59. |
[43] | Scheffer M, Carpenter SR, Lenton TM, Bascompte J, Brock W, Dakos V, van de Koppel J, van de Leemput IA, Levin SA, van Nes EH, Pascual M, Vandermeer J (2012). Anticipating critical transitions.Science, 338, 344-348. |
[44] | Smith AJ, Tran CP (2010). A weight-of-evidence approach to define nutrient criteria protective of aquatic life in large rivers.Journal of the North American Benthological Society, 29, 875-891. |
[45] | Suding KN, Gross KL, Houseman GR (2004). Alternative states and positive feedbacks in restoration ecology.Trends in Ecology & Evolution, 19, 46-53. |
[46] | Suding KN, Hobbs RJ (2009). Threshold models in restoration and conservation: A developing framework.Trends in Ecology & Evolution, 24, 271-279. |
[47] | Swift TL, Hannon SJ (2010). Critical thresholds associated with habitat loss: A review of the concepts, evidence, and applications.Biological Reviews, 85, 35-53. |
[48] | Toms JD, Lesperance ML (2003). Piecewise regression: A tool for identifying ecological thresholds.Ecology, 84, 2034-2041. |
[49] | Twidwell D, Fuhlendorf SD, Taylor CA, Rogers WE (2013). Refining thresholds in coupled fire-vegetation models to improve management of encroaching woody plants in grasslands.Journal of Applied Ecology, 50, 603-613. |
[50] | Walker B, Meyers JA (2004). Thresholds in ecological and social-ecological systems: A developing database.Ecology and Society, 9, 3. |
[51] | Wang C, Wang X, Liu D, Wu H, Lü X, Fang Y, Cheng W, Luo W, Jiang P, Shi J, Yin H, Zhou J, Han X, Bai E (2014). Aridity threshold in controlling ecosystem nitrogen cycling in arid and semi-arid grasslands.Nature Communications, 5, 4799. |
[52] | Wang YH, Zhou GS, Jia BR (2008). Modeling SOC and NPP responses of meadow steppe to different grazing intensities in northeast China.Ecological Modelling, 217, 72-78. |
[53] | Wu DH, Yu HY, Wu HY, Zhou B, Wang BX (2010). Estimation of river nutrients thresholds based on benthic macroinvertebrate assemblages: A case study in the upper reaches of Xitiao Stream in Zhejiang, China.Chinese Journal of Applied Ecology, 21, 483-488.(in Chinese with English abstract) |
[吴东浩, 于海燕, 吴海燕, 周斌, 王备新 (2010). 基于大型底栖无脊椎动物确定河流营养盐浓度阈值——以西苕溪上游流域为例. 应用生态学报, 21, 483-488.] | |
[54] | Zhang MJ, Guan DJ, Su WC (2015). Scenarios simulation and indices thresholds determination of ecological security in three gorges reservoir based on system dynamics.Acta Ecologica Sinica, 35, 4880-4890.(in Chinese with English abstract) |
[张梦婕, 官冬杰, 苏维词 (2015). 基于系统动力学的重庆三峡库区生态安全情景模拟及指标阈值确定. 生态学报, 35, 4880-4890.] | |
[55] | Zhang YF, Ren ZY (2006). Discussion of the ways to quantificational evaluation and threshold value of regional ecological security.Journal of Arid Land Resources and Environment, 20(2), 11-16.(in Chinese with English abstract) |
[张艳芳, 任志远 (2006). 区域生态安全定量评价与阈值确定的方法探讨. 干旱区资源与环境, 20(2), 11-16.] | |
[56] | Zhao HX, Wu SH, Jiang LG (2007). Review on recent advances in ecological threshold research.Acta Ecologica Sinica, 27, 338-345.(in Chinese with English abstract) |
[赵慧霞, 吴绍洪, 姜鲁光 (2007). 生态阈值研究进展. 生态学报, 27, 338-345.] | |
[57] | Zhao YL, Tang HP, Chen H, Qin XY, Li XY (2004). Connotation and application of ecosystem management.Geography and Geo-Information Science, 20(6), 94-98.(in Chinese with English abstract) |
[赵云龙, 唐海萍, 陈海, 秦向阳, 李新宇 (2004). 生态系统管理的内涵与应用. 地理与地理信息科学, 20(6), 94-98.] |
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