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Ton Snelder Anthony Lehmann Nicolas Lamouroux John Leathwick Karin Allenbach 《Environmental management》2009,44(4):658-670
Numerical clustering has frequently been used to define hierarchically organized ecological regionalizations, but there has
been little robust evaluation of their performance (i.e., the degree to which regions discriminate areas with similar ecological
character). In this study we investigated the effect of the weighting and treatment of input variables on the performance
of regionalizations defined by agglomerative clustering across a range of hierarchical levels. For this purpose, we developed
three ecological regionalizations of Switzerland of increasing complexity using agglomerative clustering. Environmental data
for our analysis were drawn from a 400 m grid and consisted of estimates of 11 environmental variables for each grid cell
describing climate, topography and lithology. Regionalization 1 was defined from the environmental variables which were given
equal weights. We used the same variables in Regionalization 2 but weighted and transformed them on the basis of a dissimilarity
model that was fitted to land cover composition data derived for a random sample of cells from interpretation of aerial photographs.
Regionalization 3 was a further two-stage development of Regionalization 2 where specific classifications, also weighted and
transformed using dissimilarity models, were applied to 25 small scale “sub-domains” defined by Regionalization 2. Performance
was assessed in terms of the discrimination of land cover composition for an independent set of sites using classification
strength (CS), which measured the similarity of land cover composition within classes and the dissimilarity between classes.
Regionalization 2 performed significantly better than Regionalization 1, but the largest gains in performance, compared to
Regionalization 1, occurred at coarse hierarchical levels (i.e., CS did not increase significantly beyond the 25-region level).
Regionalization 3 performed better than Regionalization 2 beyond the 25-region level and CS values continued to increase to
the 95-region level. The results show that the performance of regionalizations defined by agglomerative clustering are sensitive
to variable weighting and transformation. We conclude that large gains in performance can be achieved by training classifications
using dissimilarity models. However, these gains are restricted to a narrow range of hierarchical levels because agglomerative
clustering is unable to represent the variation in importance of variables at different spatial scales. We suggest that further
advances in the numerical definition of hierarchically organized ecological regionalizations will be possible with techniques
developed in the field of statistical modeling of the distribution of community composition. 相似文献
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人工养殖鳝鱼有着非常广阔的前途,利用生态工程技术对鳝鱼进行生态养殖是提高养鳝成功率的有效途径之一。河南省贫困地区发展鳝鱼生产有着独特的资源优势和经济优势,因地制宜地进行鳝鱼生态工程建设对贫困地区脱贫致富和发展河南省鳝鱼生产有着重要的意义。 相似文献
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湿地是地球上具有多功能的独特生态系统,是自然界最富生物多样性的生态景观和人类最重要的生存环境之一。内陆干旱区的湿地则因其所处地理环境的特殊性更具有巨大保护价值。艾比湖湿地在我国内陆荒漠自然生态系统中具有一定典型性。其生态系统极不稳定,具有很强的敏感性和脆弱性。人类社会经济的迅猛发展,引起一系列以土地荒漠化为代表的生态逆向演替,严重的水土流失和锐减的生物多样性使其不可更新资源的能值投入远远超过其可更新资源,同时,肆虐的盐尘严重危害着天山北坡经济带甚至更远地区工、农、牧业生产和人们的生活环境。从能值角度评价环境的贡献,注重其生态效应,以期引起人们警醒,加强湿地资源的保护和管理,维护其可持续发展。 相似文献
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淤地坝在生态建设中的重要作用 总被引:2,自引:0,他引:2
淤地坝在黄土高原地区促进生态建设与修复功能上具有重要的作用。它可拦泥蓄水,增加良田,减少江河泥沙;还能改善农业生产条件,防洪减灾,进一步优化土地利用结构,促进农村经济发展。 相似文献
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An Ecological Integrity Index for Littoral Wetlands in Agricultural Catchments of Semiarid Mediterranean Regions 总被引:1,自引:0,他引:1
The main goal of the present study was to develop an ecological integrity index for littoral wetland management and conservation in semiarid Mediterranean areas that have been highly impacted by agriculture, including the selection of pressure and state indicators at landscape and wetlands scales that reflect the status, condition, and trends of wetlands ecosystems. We used a causality framework based on the relationship between pressure of anthropogenic activities and the ecological state of wetlands and their catchments, integrating environmental, biologic, economic, and social issues. From the application of 51 indicators in 7 littoral wetlands in the southeastern Iberian Peninsula, we selected 12 indicators (5 at catchment scale and 7 at wetland scale) to constitute the ecological integrity index proposed. The potential nitrogen export per area at catchment scale and the potential relative nitrogen export from the area surrounding the wetlands were the best pressure single predictors of state indicators with a causal relationship with environmental meaning. Wetlands in catchments with more agriculture had less ecological integrity than those in less impacted areas. A wide riparian zone in some wetlands acts as a buffer area, diminishing the effects of intensive agriculture. The index of ecological integrity developed here has a number of essential characteristics that make it a useful tool for ecosystem managers and decision-makers. The index can be used to (1) assess and control ecological integrity, (2) diagnose probable causes of ecological impairment, (3) establish criteria for protecting and restoring wetland ecosystems, and (4) integrate catchment management.
Published online 相似文献
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本文主要阐述了自然生态系统中,火对野生动物的直接影响及其通过改变动物的栖息环境、食物组成等因素给动物带来或可能带来的间接影响。强调火烧给动物生物多样性带来的威胁。最后探讨了人类控制火因子为人类服务的问题。 相似文献
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We evaluated a simple bioassessment method based on a priori river typology to predict benthic macroinvertebrate fauna in
riffle sites of rivers in the absence of human influence. Our approach predicted taxon lists specific to four river types
differing in catchment area with a method analogous to the site-specific RIVPACS-type models. The reference sites grouped
in accordance with their type in NMS ordination, indicating that the typology efficiently accounted for natural variation
in macroinvertebrate assemblages. Compared with a null model, typology greatly increased the precision of prediction and sensitivity
to detect human impairment and strengthened the correlation of the ratio of observed-to-expected number of predicted taxa
(O/E) with the measured stressor variables. The performance of the typology-based approach was equal to that of a RIVPACS-type
predictive model that we developed. Exclusion of rarest taxa with low occurrence probabilities improved the performance of
both approaches by all criteria. With an increasing inclusion threshold of occurrence probability, especially the predictive
model sensitivity first increased but then decreased. Many common taxa with intermediate type-specific occurrence probabilities
were consistently missing from impacted sites, a result suggesting that these taxa may be especially important in detecting
human disturbances. We conclude that if a typology-based approach such as that suggested by the European Union’s Water Framework
Directive is required, the O/E ratio of type-specific taxa can be a useful metric for assessment of the status of riffle macroinvertebrate
communities. Successful application of the approach, however, requires biologically meaningful river types with a sufficient
pool of reference sites for each type. 相似文献
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人口是人口,资源与环境系统中最根本的主导因素,人口增长过快,将直接加大对资源与环境的压力,并影响人口素质的提高,根据我国人口庞大的基数,过快的增长速度,独特的人口结构和较低的文化素质现状,对生态环境造成的压力进行了系统分析,进而提出了控制人口增长,改善生态环境和全面发展国发经济的对策,以保证跨世纪人口,资源,环境呈现协调,持续,健康的发展趋势。 相似文献
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David K. Rowe Stephanie Parkyn John Quinn Kevin Collier Chris Hatton Michael K. Joy John Maxted Stephen Moore 《Environmental management》2009,43(6):1287-1300
A method was developed to score the ecological condition of first- to third-order stream reaches in the Auckland region of
New Zealand based on the performance of their key ecological functions. Such a method is required by consultants and resource
managers to quantify the reduction in ecological condition of a modified stream reach relative to its unmodified state. This
is a fundamental precursor for the determination of fair environmental compensation for achieving no-net-loss in overall stream
ecological value. Field testing and subsequent use of the method indicated that it provides a useful measure of ecological
condition related to the performance of stream ecological functions. It is relatively simple to apply compared to a full ecological
study, is quick to use, and allows identification of the degree of impairment of each of the key ecological functions. The
scoring system was designed so that future improvements in the measurement of stream functions can be incorporated into it.
Although the methodology was specifically designed for Auckland streams, the principles can be readily adapted to other regions
and stream types. 相似文献
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Effect of Land-Use Patterns on Total Nitrogen Concentration in the Upstream Regions of the Haihe River Basin, China 总被引:3,自引:0,他引:3
Nutrient loading into rivers is generally increased by human-induced land-use changes and can lead to increased surface water pollution. Understanding the extent to which land-use patterns influence nutrient loading is critical to the development of best-management practices aimed at water-quality improvement. In this study, we investigated total nitrogen (total N) concentration as a function of land-use patterns and compared the relative significance of the identified land-use variables for 26 upstream watersheds of the Haihe River basin. Seven land-use intensity and nine landscape complexity variables were selected to form the land-use pattern metrics on the landscape scale. After analyzing the significance of the land-use pattern metrics, we obtained five dominant principal components: human-induced land-use intensity, landscape patch-area complexity, area-weighted landscape patch-shape complexity, forest and grassland area, and landscape patch-shape complexity. A linear regression model with a stepwise selection protocol was used to identify an optimal set of land-use pattern predictors. The resulting contributions to the total N concentration were 50% (human-induced land-use intensity), 23.13% (landscape patch-shape complexity), 14.38% (forest and grassland area), and 12.50% (landscape patch-area complexity), respectively. The regression model using land-use measurements can explain 87% of total N variability in the upstream regions of Haihe River. The results indicated that human-related land-use factors, such as residential areas, population, and road density, had the most significant effect on N concentration. The agricultural area (30.1% of the study region) was not found to be significantly correlated with total N concentration due to little irrigative farmland and rainfall. Results of the study could help us understand the implications of potential land-use changes that often occur as a result of the rapid development in China. 相似文献
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