Analysis on relationship between mosquito larvae breeding and river water environment in Shanghai
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摘要: 为探究影响河道蚊虫孳生的水环境因素,2012年7月至2013年7月,对上海市7条河道进行蚊幼采集及水质分析,采用模糊聚类法评价河道水质,对蚊幼密度与水质的耦联关系进行相关性分析.结果表明,7条河道中有3条阳性河道,优势蚊种为淡色库蚊.城市河道水体蚊幼孳生的季节为春末夏初,5月蚊幼密度最大.河道蚊幼密度与水中溶解态磷酸盐(DP)呈显著正相关关系(p < 0.01),当河道水体中叶绿素a(Chla)浓度小于80 mg/m3时,蚊幼密度随着Chla浓度的增加而显著增加(p < 0.05).在合适的水环境背景下,缓流型河道可成为蚊虫潜在的孳生地.Abstract: Monthly data on water quality and larval density were obtained from 7 rivers in Shanghai from July 2012 to July 2013, in order to determine the effects of river water environment on the distribution and abundance of immature mosquitoes. Fuzzy clustering method was used for evaluation of river water quality. Correlation analysis of larval density and water quality was implemented. Results showed that 3 rivers were considered as positive rivers from total 7 rivers. Culex pipiens pallens was the predominant species in the studied regions. High incidence of larvae from urban rivers appeared in late spring-early summer and larval density reached a peak in May. Larval density was positively significant with dissolved phosphate (DP) (p < 0.01). Moreover, larval density increased significantly with the increase of Chla concentration (p < 0.05) when the concentration of chlorophylla (Chla) was lower than 80 mg/m3. Slow-flowing river might be a potential habitat for some mosquito species under the appropriate conditions of water environment.
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Key words:
- river water environment /
- cluster analysis /
- mosquito larvae /
- relationship
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表 1 城市河道水质参数
Tab. 1 water quality parameters of the study rivers
河道 pH WT/℃ DO/(mg$\cdot $L$^{-1})$ SD/cm NH$_{4}^{+}$-N/(mg$\cdot $L$^{-1})$ DP/(mg$\cdot $L$^{-1})$ COD$_{\rm Cr }$/(mg$\cdot $L$^{-1})$ Chla/(mg$\cdot $m$^{-3})$ 丽娃河 8.14$\pm $0.63 23.75$\pm $5.30 8.37$\pm $5.71 79.16$\pm $15.27 0.56$\pm $1.37 0.14$\pm $0.16 14.14$\pm $6.85 10.69$\pm $4.56 梦清园 7.60$\pm $0.46 24.22$\pm $5.20 3.85$\pm $3.50 35.33$\pm $13.64 3.82$\pm $2.17 0.38$\pm $0.20 29.17$\pm $9.75 23.07$\pm $20.37 工业河 8.25$\pm $0.52 24.37$\pm $6.77 6.52$\pm $7.02 36.43$\pm $9.66 8.31$\pm $2.66 0.71$\pm $0.21 46.47$\pm $18.45 88.93$\pm $66.25 桃浦河 7.73$\pm $0.25 25.78$\pm $5.61 2.32$\pm $2.42 33.64$\pm $5.68 6.95$\pm $1.92 0.45$\pm $0.11 29.21$\pm $6.50 30.01$\pm $21.77 长浜 8.89$\pm $0.81 24.56$\pm $6.34 13.88$\pm $6.23 25.33$\pm $11.21 4.31$\pm $2.82 0.39$\pm $0.25 37.51$\pm $8.99 111.62$\pm $71.04 江河 7.76$\pm $0.14 23.04$\pm $5.86 1.69$\pm $1.57 38.74$\pm $14.86 6.40$\pm $1.83 0.58$\pm $0.24 39.17$\pm $9.71 46.96 樱桃河 7.84$\pm $0.53 24.34$\pm $5.63 5.30$\pm $3.38 39.83$\pm $12.59 0.90$\pm $0.46 0.17$\pm $0.06 18.91$\pm $9.58 11.58$\pm $4.80 表 2 河道水质参数与蚊幼密度的相关系数矩阵($N=70$)
Tab. 2 Correlation matrix of larval density and water quality parameters of rivers ($N=70$)
LD pH WT DO SD NH$_{4}^{+}$-N DP COD$_{\rm Cr}$ Chla LD 1 pH $-$0.09 1 WT 0.127 $-$0.184 1 DO $-$0.217 0.846$^{\ast \ast }$ 0.016 1 SD 0.051 $-$0.075 $-$0.116 $-$0.013 1 NH$_{4}^{+}-$N 0.206 $-$0.078 $-$0.022 $-$0.247$^{\ast }$ $-$0.467$^{\ast \ast }$ 1 DP 0.416$^{\ast \ast }$ $-$0.069 0.124 $-$0.232 $-$0.374$^{\ast \ast}$ 0.855$^{\ast \ast }$ 1 COD$_{\rm Cr}$ 0.095 0.137 0.033 0.017 $-$0.506$^{\ast \ast }$ 0.647$^{\ast \ast }$ 0.556$^{\ast \ast }$ 1 Chla 0.119 0.539$^{\ast \ast }$ 0.02 0.464$^{\ast \ast }$ $-$0.389$^{\ast \ast }$ 0.281$^{\ast }$ 0.243$^{\ast }$ 0.570$^{\ast \ast }$ 1 注:*表示在0.05水平(双侧)上显著相关, **表示在0.01水平(双侧)上显著相关 表 3 蚊幼孳生高峰期河道水质与蚊幼密度的相关系数矩阵($N=7$)
Tab. 3 Correlation matrix of larval density with water quality during the mosquito}} \centerline{breeding peak ($N=7$)
LD pH WT DO SD NH$_{4}^{+}$-N DP COD$_{\rm Cr}$ Chla LD 1 pH $-$0.064 1 WT $-$0.531 0.458 1 DO $-$0.447 0.865$^{\ast }$ 0.479 1 SD $-$0.057 0.017 $-$0.594 0.089 1 NH$_{4}^{+}$-N 0.341 0.325 0.536 0.072 $-$0.808$^{\ast }$ 1 DP 0.536 0.214 0.213 0.013 $-$0.712 0.909$^{\ast \ast }$ 1 COD$_{\rm Cr}$ 0.186 0.646 0.702 0.350 $-$0.611 0.890$^{\ast \ast }$ 0.683 1 Chla 0.804$^{\ast }$ 0.361 $-$0.083 0.007 $-$0.377 0.738 0.865$^{\ast }$ 0.620 1 注: *表示在0.05水平(双侧)上显著相关, **表示在0.01水平(双侧)上显著相关 -
[1] CHANG H. Spatial analysis of water quality trends in the Han River basin, South Korea[J]. Water Research, 2008, 42(13):3285-3304. doi: 10.1016/j.watres.2008.04.006 [2] EVERARD M, MOGGRIDGE H L. Rediscovering the value of urban rivers[J]. Urban Ecosystem, 2012, 15(2):293-314. doi: 10.1007/s11252-011-0174-7 [3] SHORT A G. Governing change:Land-use change and the prevention of nonpoint source pollution in the north coastal basin of California[J]. Environmental Management, 2013, 51(1):108-125. doi: 10.1007/s00267-011-9729-x [4] WANG X, LI J Q, LI Y X, et al. Is urban development an urban river killer? A case study of Yongding Diversion Channel in Beijing, China[J]. Journal of Environmental Sciences, 2014, 26(6):1232-1237. doi: 10.1016/S1001-0742(13)60593-8 [5] HWANG S J, LEE S W, YOO B. Ecological conservation and the restoration of freshwater environments in Korea[J]. Paddy and Water Environment, 2014, 12(1):1-5. doi: 10.1007/s10333-012-0353-z [6] VYMAZAL J. Emergent plants used in free water surface constructed wetlands:A review[J]. Ecological Engineering, 2013, 61(19):582-592. http://www.sciencedirect.com/science/article/pii/S0925857413002243 [7] SCHAFFNER F, MEDLOCK J M, VAN B W. Public health significance of invasive mosquitoes in Europe[J]. Clinical Microbiology Infection, 2013, 19(8):685-692. doi: 10.1111/1469-0691.12189 [8] BECKER N, PETRIC D, ZGOMBA M, et al. Mosquitoes and Their Control[M]. New York:Kluwer Academic/Plenum Publishers, 2010. [9] MWANGANGI J M, MBOGO C M, ORINDI B O, et al. Shifts in malaria vector species composition and transmission dynamics along the Kenyan coast over the past 20 years[J]. Malaria Journal, 2013, 12(1):1-9. doi: 10.1186/1475-2875-12-1 [10] NSA D, NANTHASANE V, RAZAK S, et al. Relationship between Aedes aegypti production and occurrence of Escherichia coli in domestic water storage containers in rural and suburban villages in Thailand and Laos[J]. Acta Tropical, 2013, 126(3):177-185. doi: 10.1016/j.actatropica.2013.02.023 [11] SAVAGE H, MILLER B. House mosquitoes of the U.S.A., Culex pipiens complex[J]. Wing Beats, 1995(6):8-9. https://www.researchgate.net/publication/286295128_House_mosquitoes_of_the_USA_Culex_pipiens_complex [12] WALTON W E, POPKO D A, DAM A R V, et al. Width of planting beds for emergent vegetation influences mosquito production from a constructed wetland in California (USA)[J]. Ecological Engineering, 2012, 42(3):150-159. http://www.sciencedirect.com/science/article/pii/S0925857412000638 [13] MA M H, HUANG M S, LENG P E. Abundance and distribution of immature mosquitoes in urban rivers proximate to their larval habitats[J]. Acta Tropical, 2016, 163:121-129 doi: 10.1016/j.actatropica.2016.08.010 [14] MUTURI E J, MWANGANGI J, SHILILU J, et al. Environmental factors associated with the distribution of Anopheles arabiensis and Culex quinquefasciatus in a rice agro-ecosystem in Mwea, Kenya[J]. Journal of Vector Ecology, 2008, 33(1):56-63. doi: 10.3376/1081-1710(2008)33[56:EFAWTD]2.0.CO;2 [15] LAGHMICH A, LADRIERE L, MALAISSE-LAGAE F, et al. Long term impacts of combined sewer overflow remediation on water quality and population dynamics of Culex quinquefasciatus, the main urban West Nile virus vector in Atlanta, GA[J]. Environmental Research, 2014, 129(2):20-26. http://europepmc.org/abstract/MED/24528998 [16] GARDNER A M, ANDERSON T K, HAMER G L, et al. Terrestrial vegetation and aquatic chemistry influence larval mosquito abundance in catch basins, Chicago, USA[J]. Parasites & Vectors, 2013, 6(1):1-11. http://d.wanfangdata.com.cn/OAPaper/oai_pubmedcentral.nih.gov_3549783 [17] VANLALRUIA K, SENTHILKUMAR N, GURUSUBRAMANIAN G. Diversity and abundance of mosquito species in relation to their larval habitats in Mizoram, North Eastern Himalayan region[J]. Acta Tropica, 2014, 137(3):1-18. http://www.ncbi.nlm.nih.gov/pubmed/24795213 [18] SCBRANDOUR J, WILLISON J, THUILLER W, et al. Environmental drivers for Coquillettidia mosquito habitat selection:A method to highlight key field factors[J]. Hydrobiologia, 2010, 652(1):377-388. doi: 10.1007/s10750-010-0372-y [19] SOLEIMANI-AHMADI M, VATANDOOST H, ZARE M. Characterization of larval habitats for anopheline mosquitoes in a malarious area under elimination program in the southeast of Iran[J]. Asian Pacific Journal of Tropical Biomedicine, 2014, 4(z1):S73-S80. http://europepmc.org/articles/PMC4025279 [20] 马明海, 黄民生, 胡伟, 等.上海市6条中小河道水质月动态评价及解析[J].华东师范大学学报(自然科学版), 2015(2):30-39. http://xblk.ecnu.edu.cn/CN/abstract/abstract25123.shtml [21] BECKER N. Influence of climate change on mosquito development and mosquito-borne diseases in Europe[J]. Parasitology Research, 2008, 103(S1):19-28. doi: 10.1007/s00436-008-1210-2 [22] KWEKA E J, ZHOU G, THOMAS M, et al. Predation efficiency of Anopheles gambiae larvae by aquatic predators in western Kenya highlands[J]. Parasit Vectors, 2011, 4(1):1-7. doi: 10.1186/1756-3305-4-1 [23] 张海春, 胡雄星, 韩中豪.黄浦江水系水质变化及原因分析[J].中国环境监测, 2013, 29(4):55-59. http://d.wanfangdata.com.cn/Periodical/zghjjc201304012 [24] REICHARD M, WATTERS B R, WILDEKAMP R H, et al. Potential negative impacts and low effectiveness in the use of African annual killifish in the biocontrol of aquatic mosquito larvae in temporary water bodies[J]. Parasites & Vectors, 2010, 3(1):1-6. http://d.wanfangdata.com.cn/OAPaper/oai_pubmedcentral.nih.gov_2945331 [25] 徐承龙, 姜志宽.蚊虫防治(六)-蚊虫调查与灭效考核[J].中华卫生杀虫药械, 2007, 13(3):220-223. http://d.wanfangdata.com.cn/Periodical/zhwsscyx200703024 [26] 高强, 周毅彬, 冷培恩, 等.不同环境与昼夜时段成蚊密度的季节变化趋势研究[J].中华卫生杀虫药械, 2014, 20(6):520-523. http://kns.cnki.net/KCMS/detail/detail.aspx?filename=wssc201406005&dbname=CJFD&dbcode=CJFQ [27] 郝延玉, 于瑞洪.污水沟蚊幼分布调查研究[J].中华卫生杀虫药械, 2002, 8(2):36-37. http://d.wanfangdata.com.cn/Periodical/zhwsscyx200202016 [28] 邓天福, 莫建初.糖和维生素对淡色库蚊及白纹伊蚊产卵选择的影响[J].中国媒介生物学及控制杂志, 2011, 22(2):114-116. http://d.wanfangdata.com.cn/Periodical/zgmjswxjkzzz201102005 [29] KNIGHT R L, WALTON W E, O'MEARA G F, et al. Strategies for effective mosquito control in constructed treatment wetlands[J]. Ecological Engineering, 2003, 21(5):211-232. http://www.sciencedirect.com/science/article/pii/S0925857403001058 [30] SMITH K E. Characterization of pH and ion regulatory proteins in larval mosquitoes[D]. Florida:The graduate school of the university of florida, 2009. https://core.ac.uk/display/32830181 [31] 张世萍, 杨洲, 聂刘明, 等.影响库蚊幼虫摄食鱼腥藻的因素[J].水生生物学报, 2002, 26(1):39-44. http://d.wanfangdata.com.cn/Periodical/ssswxb200201007