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Marie Trydeman Knudsen Qiao Yu-Hui Luo Yan Niels Halberg 《Journal of Cleaner Production》2010,18(14):1431-1439
Growing global trade with organic products has increased the demand for environmental impact assessments during both production and transport. Environmental hotspots of organic soybeans produced in China and imported to Denmark were identified in a case study using a life cycle assessment approach. Furthermore, environmental impacts of organic and conventional soybeans at farm gate were compared in the case study. The total global warming potential (GWP) per ton organic soybeans imported to Denmark revealed that 51% came from transportation and 35% from the farm level. Comparing organic and conventional soybean at farm gate showed that GWP, non-renewable energy use, acidification and eutrophication was lower per ton organic soybeans, whereas land use was slightly higher. 相似文献
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Dedecker AP Goethals PL D'heygere T Gevrey M Lek S De Pauw N 《Environmental monitoring and assessment》2005,111(1-3):223-241
This study aimed at analysing the relationship between river characteristics and abundance of Gammarus pulex. To this end, four methods which can identify the relative contribution and/or the contribution profile of the input variables
in neural networks describing the habitat preferences of this species were compared: (i) the ‘PaD‘ (‘Partial Derivatives‘)
method consists of a calculation of the partial derivatives of the output in relation to the input variables; (ii) the ‘Weights‘method
is a computation using the connection weights of the backpropagation Artificial Neural Networks; (iii) the ‘Perturb‘method
analyses the effect of a perturbation of the input variables on the output variable; (iv) the ‘Profile‘ method is a successive
variation of one input variable while the others are kept constant at a fixed set of values. The dataset consisted of 179
samples, collected over a three-year period in the Zwalm river basin in Flanders, Belgium. Twenty-four environmental variables
as well as the log-transformed abundance of Gammarus pulex were used in this study. The different contribution methods gave similar results concerning the order of importance of the
input variables. Moreover, the stability of the methods was confirmed by gradually removing variables. Only in a limited number
of cases a shift in the relative importance of the remaining input variables could be observed. Nevertheless, differences
in sensitivity and stability of the methods were detected, probably as a result of the different calculation procedures. In
this respect, the ‘PaD‘method made a more severe discrimination between minor and major contributing environmental variables
in comparison to the ‘Weights‘, ‘Profile‘ and ‘Perturb‘ methods. From an ecological point of view, the input variables ‘Ammonium‘
and to a smaller extent ‘COD‘, were selected by these methods as dominant river characteristics for the prediction of the
abundance of Gammarus pulex in this study area. 相似文献