海洋学报(中文版)
海洋學報(中文版)
해양학보(중문판)
ACTA OCEANOLOGICA SINICA
2013年
6期
204-209
,共6页
张莹%付东洋%潘德炉%王迪峰%刘大召%丁又专
張瑩%付東洋%潘德爐%王迪峰%劉大召%丁又專
장형%부동양%반덕로%왕적봉%류대소%정우전
逐步判别分析法%水质指标筛选%海洋水质评价%粤西海域
逐步判彆分析法%水質指標篩選%海洋水質評價%粵西海域
축보판별분석법%수질지표사선%해양수질평개%월서해역
stepwise discriminant analysis method%filtration of water quality indicators%marine water quality eval-uation%waters of West Guangdong Provmce,China
针对粤西海域海洋水质评价这一问题,依照GB 3097-1997《国家海水水质标准》建立一个由400个站位组成、每个站位包含13个水质指标信息的假设随机样本,利用逐步判别分析法,在随机样本的13个水质指标中按其对水质分类判别能力的大小进行筛选,最终选出化学需氧量、石油类、镉、总磷、总氮这5个具有显著判别能力的指标,并利用这5个指标建立判别函数及水质分类图版,进而克服水质指标数据引入过多对水质评价模型的不利影响。利用上述水质分类图版对粤西海域2010年40个站位的水质状况进行了评价,对比海洋与渔业环境监测站的水质分类结果,其正确率为95%,说明该水质分类图版具有良好的实际应用效果,可作为解决利用多水质指标信息综合评价海洋水质这一问题的有效方法。
針對粵西海域海洋水質評價這一問題,依照GB 3097-1997《國傢海水水質標準》建立一箇由400箇站位組成、每箇站位包含13箇水質指標信息的假設隨機樣本,利用逐步判彆分析法,在隨機樣本的13箇水質指標中按其對水質分類判彆能力的大小進行篩選,最終選齣化學需氧量、石油類、鎘、總燐、總氮這5箇具有顯著判彆能力的指標,併利用這5箇指標建立判彆函數及水質分類圖版,進而剋服水質指標數據引入過多對水質評價模型的不利影響。利用上述水質分類圖版對粵西海域2010年40箇站位的水質狀況進行瞭評價,對比海洋與漁業環境鑑測站的水質分類結果,其正確率為95%,說明該水質分類圖版具有良好的實際應用效果,可作為解決利用多水質指標信息綜閤評價海洋水質這一問題的有效方法。
침대월서해역해양수질평개저일문제,의조GB 3097-1997《국가해수수질표준》건립일개유400개참위조성、매개참위포함13개수질지표신식적가설수궤양본,이용축보판별분석법,재수궤양본적13개수질지표중안기대수질분류판별능력적대소진행사선,최종선출화학수양량、석유류、력、총린、총담저5개구유현저판별능력적지표,병이용저5개지표건립판별함수급수질분류도판,진이극복수질지표수거인입과다대수질평개모형적불리영향。이용상술수질분류도판대월서해역2010년40개참위적수질상황진행료평개,대비해양여어업배경감측참적수질분류결과,기정학솔위95%,설명해수질분류도판구유량호적실제응용효과,가작위해결이용다수질지표신식종합평개해양수질저일문제적유효방법。
To evaluate the marine water quality of West Guangdong Prcvince ,China ,an assumptive random sample comprising 400 stations (at each station there are 13 water quality indicators ) is established according to the Na-tional Water Quality Standards (GB 3097-1997) .The 13 indexes are filtered with a stepwise discriminant analysis method in terms of their water quality discriminant ability .Five indicators with distinguishing discriminant ability are picked out .T hey are a chemical oxygen demand ,oil ,cadmium content ,total phosphorus and total nitrogen .A discriminant function and a water quality classification plate are thereafter established with these five indicators . The method avoides introducing too many indicators to have adverse impact on the water quality evaluation model . T he above w ater quality classification plate is applied to evaluating the marine w ater quality of 40 stations in West Guangdong Province in 2010 .Compared with the result provided by Zhanjiang Oceanic and Fishery Environmental Monitoring Station ,it is found that the matching rate of 40 stations in this area is 95% .It indicates that the plate has a good application effect .It can be used as an effective way to evaluate the marine water quality by using multi-indicators .