生物多样性 ›› 2010, Vol. 18 ›› Issue (3): 283-291. DOI: 10.3724/SP.J.1003.2010.283
曹铭昌1,2, 刘高焕2,*(), 单凯3, 侯银蓄4, 王明春5, 李东来6, 申文明7
收稿日期:
2009-09-25
接受日期:
2010-05-20
出版日期:
2010-05-20
发布日期:
2012-02-08
通讯作者:
刘高焕
作者简介:
E-mail: liugh@lreis.ac.cn基金资助:
Mingchang Cao1,2, Gaohuan Liu2,*(), Kai Shan3, Yinxu Hou4, Mingchun Wang5, Donglai Li6, Wenming Shen7
Received:
2009-09-25
Accepted:
2010-05-20
Online:
2010-05-20
Published:
2012-02-08
Contact:
Gaohuan Liu
摘要:
尺度是生态学中的一个核心问题, 基于多尺度更能抓住物种–环境之间关系。生境适宜性模型可以定量并多尺度研究物种-环境关系, 被广泛应用于野生动物生境适宜性评价中。本文以丹顶鹤(Grus japonensis)为研究对象, 以其迁徙和越冬的重要地区——黄河三角洲自然保护区为研究区域, 应用二项逻辑斯谛回归模型, 并结合地理信息系统和遥感技术, 在10-1,500 ha之间, 通过变换空间尺度大小构建了10个空间尺度下丹顶鹤生境适宜性模型。通过检测尺度对模型构建的影响, 选择最佳模型开展丹顶鹤生境适宜性分析和评价。尺度影响分析结果表明: 环境因子的拟合能力和模型的预测精度均存在尺度效应, 空间尺度为50 ha时的单尺度模型为最佳单尺度模型, 多尺度模型优于所有单尺度模型。模型分析结果表明: 丹顶鹤适宜生境占保护区总面积的25%以上, 且大部分适宜生境分布在自然保护区南部,自然保护区北部由于缺乏淡水来源, 适宜生境较少。为有效保护丹顶鹤生境, 建议加强保护区湿地生境监测、评价和规划, 以及对人为干扰活动进行监督和管理。
曹铭昌, 刘高焕, 单凯, 侯银蓄, 王明春, 李东来, 申文明 (2010) 基于多尺度的丹顶鹤生境适宜性评价——以黄河三角洲自然保护区为例. 生物多样性, 18, 283-291. DOI: 10.3724/SP.J.1003.2010.283.
Mingchang Cao, Gaohuan Liu, Kai Shan, Yinxu Hou, Mingchun Wang, Donglai Li, Wenming Shen (2010) A multi-scale assessment of habitat suitability of red-crowned crane at the Yellow River Delta Nature Reserve, Shandong, China. Biodiversity Science, 18, 283-291. DOI: 10.3724/SP.J.1003.2010.283.
图2 不同尺度各环境因子RN2值比较
Fig. 2 The RN2 value of 10 environmental variables across a serial of spatial scales. STP: Percentage of seabilite tidal flat; WSP: Percentage of water sources; WSD: The distance to water sources; RDD: Road density; RMP: Percentage of reed marsh; SPP: Percentage of salt pan; FPP: Percentage of shrimp pond; BTP: Percentage of bare tidal flat; OWD: Oil well density; DBD: The distance to disturbances. 1: 10 ha; 2: 50 ha; 3: 100 ha; 4: 200 ha; 5: 350 ha; 6: 500 ha ;7: 750 ha; 8: 1,000 ha; 9: 1,250 ha; 10: 1,500 ha
图3 单尺度与多尺度模型拟合和预测能力比较
Fig. 3 Fitting ability and prediction accuracy of singe-scale models and the multi-scale model. 1: 10 ha; 2: 50 ha; 3: 100 ha; 4: 200 ha; 5: 350 ha; 6: 500 ha; 7: 750 ha; 8: 1,000 ha; 9: 1,250 ha; 10: 1,500 ha; 11: 多尺度 multi-scale
适宜生境面积 Suitable habitat area (ha) | 面积百分比 % of suitable habitat area | 斑块数(块) Number of patch | 平均斑块面积 Mean patch area (ha) | |
---|---|---|---|---|
50 ha | 29,232 | 25 | 27 | 1,083 |
多尺度 Multi-scale | 34,311 | 30 | 12 | 2,859 |
表1 保护区丹顶鹤适宜生境景观指数比较
Table 1 Suitable habitat of red-crowned crane in Yellow River Delta Nature Reserve
适宜生境面积 Suitable habitat area (ha) | 面积百分比 % of suitable habitat area | 斑块数(块) Number of patch | 平均斑块面积 Mean patch area (ha) | |
---|---|---|---|---|
50 ha | 29,232 | 25 | 27 | 1,083 |
多尺度 Multi-scale | 34,311 | 30 | 12 | 2,859 |
[1] | Anderson DR, Burnham KP, White GC (1998) Comparison of Akaike information criterion and consistent Akaike information criterion for model selection and statistical inference from capture-recapture studies. Journal of Applied Statistics, 25, 263-282. |
[2] | Araujo MB, Densham PJ, Williams PH (2004) Representing species in reserves from patterns of assemblage diversity. Journal of Biogeography, 31, 1037-1050. |
[3] | Bissonette JA (1997) Scale-sensitive ecological properities: historical context, current meaning. In: Wildlife and Landscape Ecology: Effects of Pattern and Scale (ed. Bissonette JA), pp.3-31. Springer-Verlag, New York. |
[4] | Cao MC, Liu GH (2008) Habitat change of red-crowned crane in Yellow River Delta Nature Reserve. Journal of Forest Research, 19, 141-147. |
[5] | Coreau A, Martin JL (2007) Multi-scale study of bird species distribution and of their response to vegetation change: a Mediterranean example. Landscape Ecology, 22, 747-764. |
[6] | Cushman SA, McGarigal K (2002) Hierarchical, multi-scale decomposition of species-environment relationships. Landscape Ecology, 17, 637-646. |
[7] | Fielding AH, Haworth PF (1995) Testing the generality of bird-habitat models. Conservation Biology, 9, 1446-1481. |
[8] | Graf RF, Bollmann K, Suter W, Bugmann H (2005) The importance of spatial scale in habitat models: capercaillie in the Swiss Alps. Landscape Ecology, 20, 703-717. |
[9] | Grand J, Cushman SA (2003) A multi-scale analysis of species-environment relationships: breeding birds in a pitch pine-scrub oak ( Pinus rigida-Quercus ilicifolia) community. Biological Conservation, 112, 307-317. |
[10] | Guisan A, Theurillat JP, Kienast F (1998) Predicting the potential distribution of plant species in an alpine environment. Journal of Vegetation Science, 9, 65-74. |
[11] | Guisan A, Zimmermann NE (2000) Predictive habitat distribution models in ecology. Ecological Modelling, 135, 147-186. |
[12] | Holland JD, Bert DG, Fahrig L (2004) Determining the spatial scale of species’ response to habitat. BioScience, 54, 227-233. |
[13] | International Union for Conservation of Nature and Natural Resources (IUCN) (2007) IUCN Red List of Threatened Species. http://www.iucn.org/themes/ssc/redlist.html. |
[14] | Levin SA (1992) The problem of pattern and scale in ecology. Ecology, 73, 1943-1967. |
[15] | Li F (李枫), Yang HJ (杨红军), Zhang HH (张洪海), Gao ZX (高中信) (1999) The nest-site selection by red-crowned crane in the Zhalong wetland. Journal of Northeast Forestry University (东北林业大学学报), 27, 57-60. (in Chinese with English abstract) |
[16] | Li FM (李方满), Li PX (李佩珣) (1998) A comparative study on territories of white-naped crane and red-crowned crane. Acta Zoologica Sinica (动物学报), 44, 109-111. (in Chinese with English abstract) |
[17] | Li WJ (李文军), Wang ZJ (王子健) (2000) A wintering habitat model for red crown crane. Chinese Journal of Applied Ecology (应用生态学报), 11, 839-842. (in Chinese with English abstract) |
[18] | Liu ZS (刘振生), Wu JP (吴建平), Li XM (李晓民), Teng LW (滕丽微), Wang XM (王晓明), Guo WL (郭文利), Qi Z (齐智), Yao HW (姚宏伟), Qiu FC (仇福臣) (2001) Behavior of red-crowned crane during breeding season in Zhalong Nature Reserve. Journal of Northeast Forestry University (东北林业大学学报), 29, 92-95. (in Chinese with English abstract) |
[19] | Manning AD, Lindenmayer DB, Barry SC, Nix HA (2006) Multi-scale site and landscape effects on the vulnerable superb parrot of south-eastern Australia during the breeding season. Landscape Ecology, 21, 1119-1133. |
[20] | McCullagh P, Nelder JA (1989) Generalized Linear Models, 2nd edn. Chapman & Hall, London. |
[21] | Menard S (2002) Applied Logistic Regression Analysis. Sage Publications, London. |
[22] | Monserud RA, Leemans R (1992) Comparing global vegetation maps with the Kappa-statistic. Ecological Modelling, 62, 275-293. |
[23] | Negelkerke NJD (1991) A note on a general definition of the coefficient of determination. Biometrika, 78, 691-692. |
[24] | Pearce J, Ferrier S (2001) The practical value of modelling relative abundance of species for regional conservation planning: a case study. Biological Conservation, 98, 33-43. |
[25] | Pearson RG, Dawson TP (2003) Predicting the impacts of climate change on the distribution of species: are bioclimate envelope models useful? Global Ecology and Biogeography, 12, 361-371. |
[26] | Peterson AT, Papes M, Kluza DA (2003) Predicting the potential invasive distributions of four alien plant species in North America. Weed Science, 51, 863-868. |
[27] | Peterson AT, Vieglais DA (2001) Predicting species invasions using ecological niche modeling: new approaches from bioinformatics attack a pressing problem. BioScience, 51, 363-371. |
[28] | Seoane J, Justribo JH, Garcia F, Retamar J, Rabadan C, Atienza JC (2006) Habitat-suitability modelling to assess the effects of land-use changes on Dupont’s larkChersophilus duponti: a case study in the Layna Important Bird Area. Biological Conservation, 128, 241-252. |
[29] | Shu Y (舒莹), Hu YM (胡远满), Guo DF (郭笃发), Shan K (单凯), Zhu SY (朱书玉), Wang LD (王立东) (2004) The change of habitat suitable for the red-crowned crane in Yellow River Delta. Chinese Journal of Zoology (动物学杂志), 39(3),33-41. (in Chinese with English abstract) |
[30] | Shu Y (舒莹), Hu YM (胡远满), Leng WF (冷文芳), Zhu SY (朱书玉), Shan K (单凯) (2006) The habitat selection of red-crowned crane at autumn and winter in Yellow River Delta. Chinese Journal of Ecology (生态学杂志), 25, 954-958. (in Chinese with English abstract) |
[31] | Store R, Jokimaki JA (2003) GIS-based multi-scale approach to habitat suitability modeling. Ecological Modelling, 169, 1-15. |
[32] | Store R, Kangas J (2001) Integrating spatial multi-criteria evaluation and expert knowledge for GIS-based habitat suitability modelling. Landscape and Urban Planning, 55, 79-93. |
[33] |
Swets KA (1988) Measuring the accuracy of diagnostic systems. Science, 240, 1285-1293.
DOI URL PMID |
[34] | Thompson CM, McGarigal K (2002) The influence of research scale on bald eagle habitat selection along the lower Hudson River, New York (USA). Landscape Ecology, 17, 69-86. |
[35] | Thuiller W (2003) BIOMOD—optimizing predictions of species distributions and projecting potential future shifts under global change. Global Change Biology, 9, 1353-1362. |
[36] | Thuiller W (2004) Patterns and uncertainties of species’ range shifts under climate change. Global Change Biology, 10, 2020-2027. |
[37] | Wan DM (万冬梅), Gao W (高玮), Wang QY (王秋雨) (2002) Effects of habitat fragmentation on nesting site selection of red-crowned crane. Chinese Journal of Applied Ecology (应用生态学报), 13, 581-584. (in Chinese with English abstract) |
[38] | Wiens JA (1989) Spatial scaling in ecology. Functional Ecology, 3, 401-408. |
[39] | Wu JP (吴建平), Liu ZS (刘振生), Li XM (李晓民), Teng LW (滕丽微), Qiu FC (仇福臣), Wang XM (王晓明), Qi Z (齐智), Yao HW (姚宏伟), Guo WL (郭文利) (2002) Breeding behavior of red-crowned crane in Zhalong Reserve. Chinese Journal of Zoology (动物学杂志), 37(5),42-46. (in Chinese with English abstract) |
[40] | Xiao DN (肖笃宁), Hu YM (胡远满), Li XZ (李秀珍) (2001) Landscape Ecology for Delta Wetland Surrounding Bohai (环渤海三角洲湿地的景观生态学研究), pp.106-107. Science Press, Beiing. (in Chinese) |
[41] | Zaniewski AE, Lehmann A, Overton JMC (2002) Predicting species spatial distributions using presence-only data: a case study of native New Zealand ferns. Ecological Modelling, 157, 261-280. |
[42] | Zhao YM (赵延茂), Song CS (宋朝枢) (1995) Scientific Survey of the Yellow River Delta Nature Reserve (黄河三角洲自然保护区科学考察集) China Forestry Publishing House Beijing. (in Chinese) |
[43] | Zou HF (邹红菲), Wu JM (吴建明), Ma JZ (马建章) (2003) The nest-site selection of red-crowned crane in Zhalong Nature Reserve after burning and irrigating. Journal of Northeast Normal University (东北师范大学学报自然科学版), 35, 54-59. (in Chinese with English abstract) |
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