Abstract:In order to study evaluation methods on eutrophication of small landscape waters, we take 10 garden landscape waters of Shanghai into account. We use principle component analysis method to filter out the evaluation factors and determine the evaluation criteria. The GA-BP model of Matlab is used to evaluate totally 40 data sets, which contains the data of 10 gardens under four seasons. Our results demonstrate that it is consistent with that AHC-PCA. Five evaluation factors, including Chla, TP, TN, CODMn and SD, can be easily obtained, as a result, our model could be widely extended.
张维砚, 沈蓓雷, 童琰, 胡雪芹, 徐春燕, 由文辉, 薄芳芳. 基于GA-BP模型的景观小水体富营养化评价方法[J]. 中国环境科学, 2011, 31(4): 674-679.
ZHANG Wei-Yan, SHEN Bei-Lei, TONG Yan, HU Xue-Qin, XU Chun-Yan, YOU Wen-Hui, BAO Fang-Fang. Evaluation method of small landscape waters eutrophication based on the GA-BP model. CHINA ENVIRONMENTAL SCIENCECE, 2011, 31(4): 674-679.