地理科学 ›› 2017, Vol. 37 ›› Issue (8): 1251-1258.doi: 10.13249/j.cnki.sgs.2017.08.016
柯丽娜1,2(), 张一民1, 韩旭1, 王辉1,2, 王权明3, 王利1,2
收稿日期:
2016-09-02
修回日期:
2017-01-13
出版日期:
2017-08-15
发布日期:
2017-08-15
作者简介:
作者简介:柯丽娜(1978-),副教授,博士,主要研究方向为海洋资源开发与利用、遥感及地理信息系统应用研究。E-mail:
基金资助:
Lina Ke1,2(), Yimin Zhang1, Xu Han1, Hui Wang1,2, Quanming Wang3, Li Wang1,2
Received:
2016-09-02
Revised:
2017-01-13
Online:
2017-08-15
Published:
2017-08-15
Supported by:
摘要:
基于对立统一与质量互变定理的可变模糊评价方法引入海水水质综合评价,构建基于对立统一与质量互变定理的海洋环境质量可变模糊评价模型,首先分析可变模糊评价方法的原理和方法,然后结合GIS栅格数据在表达空间信息方面具有的独特优势,以栅格数据为基础,利用地理信息系统空间叠置分析、地理信息系统空间建模等计算,建立基于多源栅格数据的海水环境可变模糊综合评价模型,得到莱州湾2004~2010年海水环境空间分布图。实践证明,该模型应用于海水水质综合评价是完全可行的,为海洋环境领域的多目标综合评价与决策提供了新的思路与方法。
中图分类号:
柯丽娜, 张一民, 韩旭, 王辉, 王权明, 王利. 基于GIS建模的海水环境质量可变模糊识别评价[J]. 地理科学, 2017, 37(8): 1251-1258.
Lina Ke, Yimin Zhang, Xu Han, Hui Wang, Quanming Wang, Li Wang. Variable Fuzzy Recognition Model of Seawater Environmental Quality Based on GIS Modeling Technique[J]. SCIENTIA GEOGRAPHICA SINICA, 2017, 37(8): 1251-1258.
[1] |
孙才志, 于广华, 王泽宇, 等. 环渤海地区海域承载力测度与时空分异分析[J]. 地理科学, 2014, 34(5): 513-521.
doi: 10.4028/www.scientific.net/AMR.1049-1050.1753 |
[Sun Caizhi, Yu Guanghua,Wang Zeyu et al. Marine carrying capacity assessment and spatio-temporal analysis in the Bohai Sea Ring Area. Scientia Geographica Sinica, 2014, 34(5): 513-521.]
doi: 10.4028/www.scientific.net/AMR.1049-1050.1753 |
|
[2] |
Noan Fierer,Jennifer L.morse, Sean T. berthrong et al. Environmental controls on the landscape-scale biogeography of stream bacterial communities[J].Ecology, 2007,88(9):2162-2173.
doi: 10.1890/06-1746.1 |
[3] |
Li Tao, Cai Shuming,Yang Handong et al. Fuzzy comprehensive-quantifying assessment in analysis of water quality:a case study in Lake Honghu, China[J].Environmental Engineering Science,2009,26(2):451-458.
doi: 10.1089/ees.2007.0270 |
[4] | 章斌, 宋献方. 运用数理统计和模糊数学评价秦皇岛洋戴河平原的海水入侵程度[J]. 地理科学, 2013, 33(3): 342-348. |
[Zhang Bin, Song Xianfang.Seawater intrusion degree evaluation based on mathematical statistics and fuzzy mathematics in Qinhuangdao Yangdai River Plain. Scientia Geographica Sinica, 2013, 33(3): 342-348.] | |
[5] | 赵彦飞, 邹志红, 晓静. 改进的灰色相似关联度模型在水质评价中的应用[J]. 数学的实践与认识, 2015, 45(12): 154-159. |
[Zhao Yanfei, Zou Zhihong, Xiao Jing.Improved gray correlation similar model in water quality assessment. Mathematics in Practice and Theory, 2015, 45(12): 154-159.] | |
[6] | 安岩, 邹志红. 基于改进物元分析和对应分析的水质评价研究[J]. 数学的实践与认识, 2014, 44(13): 160-166. |
[An Yan, Zou Zhihong.Study on modified water quality assessment based on matter element and correspondence analysis. Mathematics in Practice and Theory, 2014, 44(13): 160-166.] | |
[7] |
Wu J, Guo Z H,Lu H Y et al. A case study on a hybrid wind speed forecasting method using BP neural network. Knowledge-Based Systems,2011, 24, 1048-1056.
doi: 10.1016/j.knosys.2011.04.019 |
[8] |
张颖, 李梅, 高倩倩. 基于ELMR-SVMR的海水水质预警模型研究[J]. 大连理工大学学报, 2016, 56(2): 185-192.
doi: 10.7511/dllgxb201602012 |
[Zhang Ying, Li Mei, Gao Qianqian.Research on forewarning model of seawater quality based on ELMR-SVMR. Journal of Dalian University of Technology, 2016, 56(2): 185-192.]
doi: 10.7511/dllgxb201602012 |
|
[9] | 刘新颜, 曹晓仪, 董治宝. 基于T-S模糊神经网络模型的榆林市土壤风蚀危险度评价[J]. 地理科学, 2013, 33(6): 741-747. |
[Liu Xinyan, Cao Xiaoyi, Dong Zhibao.Soil wind erosion risk assessment in Yulin City using T-S fuzzy neural network model. Scientia Geographica Sinica, 2013, 33(6): 741-747.] | |
[10] |
舒帮荣, 黄琪, 刘友兆, 等. 基于变权的城镇用地扩展生态适宜性空间模糊评价——以江苏省太仓市为例[J]. 自然资源学报, 2012, 27(3): 402-412.
doi: 10.11849/zrzyxb.2012.03.006 |
[Shu Bangrong, Huang Qi,Liu Youzhao et al. Spatial fuzzy assessment of ecological suitability for urban land expansion based on variable weights:a case study of Taicang. Journal of Natural Resources, 2012, 27(3): 402-412.]
doi: 10.11849/zrzyxb.2012.03.006 |
|
[11] |
柯丽娜, 王权明, 孙新国, 等. 基于可变模糊识别模型的海水环境质量评价研究[J]. 生态学报, 2013, 33(6): 1889-1899.
doi: 10.5846/stxb201208251203 |
[Ke Lina, Wang Quanming,Sun Xinguo et al. The seawater environment quality evaluation research base on variable fuzzy pattern recognition model. Acta Ecologica Sinica, 2013, 33(6): 1889-1899.]
doi: 10.5846/stxb201208251203 |
|
[12] | 陈守煜. 可变模糊集理论与模型及其应用[M]. 大连: 大连理工大学出版社, 2009. |
[Chen Shouyu.Theory and model of variable fuzzy Sets and its application. Dalian: Dalian University of Technology Press, 2009.] | |
[13] |
陈守煜. 可变集—可变模糊集的发展及其在水资源系统中的应用[J]. 数学的实践与认识, 2012, 42(1): 92-101.
doi: 10.3969/j.issn.1000-0984.2012.01.013 |
[Chen Shouyu.Variable sets: the development of variable fuzzy sets and the applications in assessment of water resource. Mathematics in Practice and Theory, 2012, 42(1): 92-101.]
doi: 10.3969/j.issn.1000-0984.2012.01.013 |
|
[14] | 陈守煜, 王子茹. 基于对立统一与质量互变定理的水资源系统可变模糊评价新方法[J]. 水利学报, 2011, 42(3): 253-261. |
[Chen Shouyu,Wang ziru. Water resource systems'variable fuzzy sets evaluation new method based on the opposites unity and quantity-quality exchange theorem. Shuili Xuebao, 2011, 42(3): 253-261.] | |
[15] | 郑德凤, 臧正, 孙才志, 等. 基于水资源耦合价值的绿色水价模型及其应用——以下辽河平原为例[J]. 自然资源学报, 2014, 29(7): 1235-1245. |
[Zheng Defeng, Zang Zheng,Sun Caizhi et al. Model of green water price based on coupling values of water resources and its application in lower Liaohe River Plain. Journal of Natural Resources, 2014, 29(7): 1235-1245.] | |
[16] |
于广华, 孙才志. 环渤海沿海地区土地承载力时空分异特征[J]. 生态学报, 2015, 35(14): 4860-4870.
doi: 10.5846/stxb201311302853 |
[Yu Guanghua, Sun Caizhi.Land carrying capacity spatiotemporal differentiation in the Bohai Sea Coastal Areas. Acta Ecologica Sinica, 2015, 35(14): 4860-4870.]
doi: 10.5846/stxb201311302853 |
|
[17] |
李喆, 李永树, 卓云. 一种基于GIS的预报降雨栅格动态生成方法初探[J]. 地理科学, 2014, 36(4): 757-761.
doi: 10.1111/ecc.12122 |
[Li Zhe, Li Yongshu, Zhuo Yun.A grid dynamically generated method and preliminary inquiry for rainfall forecast based on GIS. Scientia Geographica Sinica, 2014, 36(4): 757-761.]
doi: 10.1111/ecc.12122 |
|
[18] |
白燕, 廖顺宝, 孙九林. 栅格化属性精度损失的评估方法及其尺度效应分析——以四川省1:25万土地覆被数据为例[J]. 地理学报, 2011, 66(5): 709-717.
doi: 10.11821/xb201105013 |
[Bai Yan, Liao Shunbao, Sun Jiulin.Evaluating methods and scale effects of attribute information loss in rasterization:a case study of 1:250 000 land cover data of Sichuan. Acta Geographica Sinica, 2011, 66(5): 709-717.]
doi: 10.11821/xb201105013 |
|
[19] |
蔡青, 曾光明, 石林, 等. 基于栅格数据和图论算法的生态廊道识别[J]. 地理研究, 2012, 31(8): 1523-1534.
doi: 10.11821/yj2012080016 |
[Cai Qing, Zeng Guangming,Dan Lin et al. Identifying ecological corridors using shortest path algorithm based on raster data. Geographical Research, 2012, 31(8): 1523-1534.]
doi: 10.11821/yj2012080016 |
|
[20] | 汤国安, 杨昕. ArcGIS地理信息系统空间分析实验教程[M]. 第2版. 北京: 科学出版社, 2012 . [Tang Guoan, Yang Xin. ArcGIS experimental course for spatial analysis. 2nd ed. Beijing: Science Press, 2012.] |
[21] |
石志华, 刘梦云, 常庆瑞, 等. 基于优化参数的陕西省气温,降水栅格化方法分析[J]. 自然资源学报, 2015, 30(7): 1141-1152.
doi: 10.11849/zrzyxb.2015.07.007 |
[Shi Zhihua, Liu Mengyun,Chang Qingrui et al. Comparison of temperature and precipitation rasterization methods based on optimized parameters in Shaanxi Province. Journal of Natural Resources, 2015, 30(7): 1141-1152.]
doi: 10.11849/zrzyxb.2015.07.007 |
|
[22] | 张雪, 张龙军, 侯中里, 等. 1980-2008年莱州湾主要污染物的时空变化[J]. 中国海洋大学学报:自然科学版, 2012, 42(11): 91-98. |
[Zhang Xue, Zhang Longjun,Hou Zhongli et al. Spatio-Temporal variability of principal pollutants in laizhou bay from 1980 to 2008. Periodical of Ocean University of China, 2012, 42(11): 91-98.] | |
[23] |
杨建强, 朱永贵, 宋文鹏, 等. 基于生境质量和生态响应的莱州湾生态环境质量评价[J]. 生态学报, 2014, 34(1): 105-114.
doi: 10.5846/stxb201304280850 |
[Yang Jianqiang, Zhu Yonggui,Song Wenpeng et al. The eco-environmental evaluation based on habitat quality and ecological response of Laizhou Bay. Acta Ecologica Sinica, 2014, 34(1): 105-114.]
doi: 10.5846/stxb201304280850 |
|
[24] |
李岩, 李克强, 王修林, 等. 近海污染物总量控制水质监测体系构建方法——以莱州湾为例[J]. 中国海洋大学学报:自然科学版, 2015, 45(11): 69-74.
doi: 10.16441/j.cnki.hdxb.20140372 |
[Li Yan, Li Keqiang,Wang Xiulin et al. Method of construction of water quality monitoring system for pollutants total load control management in coastal area:a case study in laizhou bay. Periodical of Ocean University of China, 2015, 45(11): 69-74.]
doi: 10.16441/j.cnki.hdxb.20140372 |
|
[25] |
李广楼, 崔毅, 陈碧鹃, 等. 秋季莱州湾及附近水域营养现状与评价[J]. 海洋环境科学, 2007, 26(1): 45-48.
doi: 10.3969/j.issn.1007-6336.2007.01.011 |
[Li Guanglou, Cui Yi,Chen Bijuan et al. Status and evaluation on nutrients in Laizhou Bay in Autumn. Marine Environment Science, 2007, 26(1): 45-48.]
doi: 10.3969/j.issn.1007-6336.2007.01.011 |
|
[26] |
蒋会超,陈海刚,宋秀凯,等.莱州湾金城海域浮游动物群落结构及与环境因子的关系[J].生态学报,2015,35(22):7308-7319.
doi: 10.5846/stxb201403260565 |
[Jiang Huichao, Chen Haigang,Song Xiukai et al. Zooplankton community structure in Jincheng area of Lizhou Bay and its relationship with environmental factors. Acta Ecologica Sinica, 2015, 35(22): 7308-7319.]
doi: 10.5846/stxb201403260565 |
|
[27] | 陈萍,王兴玲,陈晓玲.基于栅格的鄱阳湖生态经济区洪灾脆弱性评价[J].地理科学,2012,32(8):958-964. |
[Chen Ping, Wang Xingling, Chen Xiaoling.Flood vulnerability assessment of Poyang Lake economical ecological zone at raster level. Scientia Geographica Sinica, 2012, 32(8): 958-964.] | |
[28] | 杨雪,张文忠.基于栅格的区域人居自然和人文环境质量综合评价—以京津冀地区为例[J].地理学报, 2016, 71(12): 2141-2154. |
[Yang Xue, Zhang Wenzhong.Combining natural and human elements to evaluate regional human settlements quality based on raster data: A case study in Beijing-Tianjin-Hebei region. Acta Geographica Sinica, 2016,71(12):2141-2154.] | |
[29] |
秦承志,呼雪梅.栅格数字地形分析中的尺度问题研究方法[J].地理研究,2014,33(2):270-283.
doi: 10.11821/dlyj201402007 |
[Qin Chengzhi, Hu Xuemei.Review on scale-related researches in grid-based digital terrain analysis. Geographical Research,2014,33(2):270-283.]
doi: 10.11821/dlyj201402007 |
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