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1.
基于地面实测光谱的太湖水体富营养化水平估算   总被引:5,自引:1,他引:5  
富营养化指数是评价水体污染情况的一个重要的综合性指标.通过对高光谱遥感数据和水体富营养化指数的分析,确立了反演水体富营养化水平的高光谱敏感波段,进而用选择的敏感波段和波段组合来建立模型.通过对几个模型的比较,选出了较为理想的估算模型.最后对模型进行精度分析,认为该模型具有一定的可靠性和实用性.从而确定了直接由高光谱遥感数据监测水体富营养化水平的可能性,为实现由高光谱遥感数据开展大范围的水质调查奠定了一定的理论基础.  相似文献   

2.
CE-QUAL-W2模型在福建山仔水库的应用   总被引:2,自引:1,他引:1       下载免费PDF全文
利用二维横向平均模型CE-QUAL-W2对山仔水库进行水力学和水质模拟,运用半年野外采样监测和室内实验分析数据校正模型主要参数并进行验证.选取2006年4月7日至6月7日的模型输出模拟结果,进一步运用李祚泳修正的营养状态指数法结合层次分析法对山仔水库出水水质进行富营养化评价,评价结果表明:山仔水库存在富营养化状况,其中5月12日营养状态指数最高,接近80;第一次大规模水华爆发从4月29日持续到6月初.通过设定三种情景(原始流量、降低水位、增加出流量)进行模拟分析表明,降低水位以及增加出流量都有利于改善对山仔水库下游取水口水质.  相似文献   

3.
环境一号星座的A星(HJ-1A)上搭载了超光谱成像仪(HSI),它是具有高光谱分辨率的全新国产遥感数据源,为水质遥感特别是内陆水质遥感提供了新的高光谱数据.但HSI影像的处理方法尚不完善,在广泛应用于水质遥感前对其进行质量研究和评价非常必要.本文针对HSI数据在巢湖水质监测应用方面的适宜性,对信噪比和数据真实性、倾斜条...  相似文献   

4.
太湖水体3种典型水质参数的高光谱遥感反演   总被引:7,自引:3,他引:4  
张兵  申茜  李俊生  张浩  吴迪 《湖泊科学》2009,21(2):182-192
以富营养化污染严重的太湖为研究区,设计并实施了2次太湖航空遥感综合实验,获取了太湖7条航带、冬夏两个时相的航空高光谱遥感图像;通过6次太湖地面试验,采集了多时相的太湖水体固有光学量和表观光学量数据,分析了它们的空间分布规律,建立了单化固有光学量数据库;面向叶绿素、悬浮物和黄色物质3种典型水质参数,发展了基于生物光学模型和单位固有光学量数据库的水质参数反演分析方法;利用航空高光谱遥感器Will图像和航天高光谱遥感器CHRIS图像对这些方法进行了检验,获得了较好的水质参数图像反演结果.  相似文献   

5.
随着经济社会的快速发展和进步,我国湖库水体富营养化情况越来越严重.卫星遥感在水体营养状态监测方面具有重要潜力,但基于卫星遥感的全国范围内湖库水体营养状态监测和分析方面还鲜有研究.本文基于2018夏季的MODIS卫星遥感数据生产FUI指数产品,构建基于FUI水色指数的湖库营养状态评价方法,监测全国范围内144个重点湖库水体的营养状态等级.结果表明:贫营养、中营养、富营养的湖库比例分别为16%、24%、60%;营养状态在空间上分布不均匀,总体上呈现东高西低的现象;东北山地与平原和东部平原湖区以富营养状态水体为主;西部湖库水体以贫到中营养状态为主,尤其是青藏高原湖区贫营养比例比较高;海拔和地表温度等自然因素与工业点源和农业面源污染等人为因素是湖库营养状态的重要影响因素.  相似文献   

6.
基于实测光谱数据的太湖水华和水生高等植物识别   总被引:5,自引:2,他引:3  
水华和水生高等植物的识别对于内陆水质遥感监测至关重要,其分布状况既可以用于表征水牛植物的分布状况,从而间接反映水质分布状况,又可以进一步利用非水华和水草的水体遥感数据进行水质参数反演.然而,常用的多光谱遥感数据很难精确识别水华和水草,只有高光谱遥感数据才能够捕捉水华、水草和水体细致的光谱差异,从而对水华和水草进行精确识别.但是目前还缺乏基于高光谱遥感数据的水华和水草识别的系统性研究.以太湖为研究区,于2006年7月和10月开展了2次水面光谱测量实验,获取了水华、浮叶植物、沉水植物和水体的反射率光谱.在光谱分析的基础上,首先建它了4种光谱指数,进而利用这4种光谱指数建立了水华、浮叶植物、沉水植物和水体的判别公式,并利用2006年10月水面实验测量的光谱数据训练得到了判别公式中的阈值.通过2006年7月水面实验测量的光谱数据的检验,证明提出的判别公式能够很好的识别水华和水草,获得了较高的识别精度.  相似文献   

7.
王芳  青松  刘楠  郝艳玲  包玉海 《湖泊科学》2022,34(4):1150-1163
湖泊富营养化已经成为水资源领域的研究焦点,是水环境领域面临的长期严峻挑战.为探明干旱半干旱区域湖泊营养状态,以典型岱海水体为例,利用2019—2020年6次野外实测数据为基础,针对Sentinel_2A和Landsat_8 OLI遥感数据,基于营养状态指数TSISDD与色度角之间的相关关系,建立了岱海水体营养状态评估模型,并利用1986—2020年遥感影像数据,得到了长时间序列的水体营养状态.结果表明:(1)本文建立的营养状态评估模型,根据精度检验结果显示模型精度较好,决定系数(R2)为0.74,均方根误差(RMSE)为3.66,平均绝对百分比误差(MAPE)为4.84%.(2)将算法应用到时间序列MSI、TM、ETM+和OLI数据,得到了岱海水体1986—2020年的营养状态动态特征.结果表明,岱海水体面积逐年减少,且多数时间处在轻度富营养化状态.水体富营养化现象大体上从边缘逐渐向湖中心趋于缓和,离岸边越近富营养化现象越严重,通常趋向湖中心以中营养为主,整体上贫营养化现象极少.(3)岱海营养状态时空变化与气温、风速和降水量等气候因子的相关性并不显著,对其解释率为13%.气候因子对营养状态的月变化影响显著,对其解释率为93%.  相似文献   

8.
湖北长湖富营养化状况及时空变化(2012-2013年)   总被引:4,自引:1,他引:3  
为评估长湖水体富营养化程度,2012-2013年分4个季度对全湖区20个采样点的物理、化学和生物要素进行监测,在评价水质现状的基础上采用综合营养状况指数法和浮游植物细胞丰度指数法综合评价水体营养状况,并应用典型相关分析(CCA)方法揭示水体富营养化状况与湖泊理化要素之间的典型相关性.结果显示:4个季节长湖全湖区的水质均处于地表水IV类~劣V类水标准;综合营养状态指数值在49.54~82.55之间,浮游植物细胞丰度在2.88×106~61.73×106cells/L之间,均显示其处于富营养化状态;长湖富营养化状况的分布呈现一定的时空差异性;CCA分析显示,长湖理化要素变量可解释68.6%的水体富营养化状况变量的变异,影响其富营养化状况的主要理化因素有水体总磷、总氮、溶解氧、亚硝态氮、硝态氮浓度,水深和沉积物总磷、总氮含量.长湖水体富营养化主要是由于外源的磷污染,其次是氮污染,富营养化最严重的夏、秋季浮游植物的生长主要受氮营养限制,而冬、春季则部分受磷营养限制,部分属于过渡类型.因此,建议大力削减围网/围栏养殖量,同时考虑结合水生植物栽种等生态工程建设措施以降低长湖水体发生严重富营养化的风险,并进一步改善长湖的水质现状.  相似文献   

9.
基于2011—2020年乌梁素海水质监测数据,将综合营养指数法、PCA排序法和ArcGIS克里金插值法有机结合,综合评价2011—2020年乌梁素海水体富营养化程度年际时空变化特征,厘清引起水体富营养化发生变化的关键性驱动因子。研究结果表明:(1)乌梁素海水体总磷和总氮的峰值出现在平水期,氨氮的峰值在枯水期,CODMn的峰值在丰水期,水质整体以地表Ⅲ类水为主。(2)2011—2020年湖体水质经历了由轻度富营养-中营养-轻度富营养-中营养的变化过程,综合营养状态指数在60~70(中度富营养)的湖区面积占比由21.49%逐渐消失,综合营养状态指数在30~50(中营养)的湖区面积占比由23.84%扩增到44.87%。(3)乌梁素海生态补水量与总氮、总磷、CODMn和综合营养状态指数呈负相关,是影响湖泊水体营养化的另一个关键性驱动因子。  相似文献   

10.
三峡水库典型支流上游区和回水区营养状态分析   总被引:10,自引:3,他引:7       下载免费PDF全文
张晟  宋丹  张可  曾凡海  李斗果 《湖泊科学》2010,22(2):201-207
2006年3、5、8月,对三峡水库成库后5条支流的上游区和回水区水质参数及营养因子分布进行了初步研究.研究结果表明,支流高锰酸盐指数范围在1.00-2.50mg/L、COD范围为6.00-26.5mg/L,上游区与回水区有机物含量差异不大,支流目前未受到有机物污染影响.NH_4~+-N范围为0.039-0.367mg/L,各支流含量均为丰水期最大.TN范围在0.58-1.67mg/L,TP范围在0.005-0.133mg/L,支流回水区TN和TP含量均远高于水体发生富营养化的最低限制值,水体存在发生富营养化的风险.大多支流N/P比值处于适宜藻类生长范围.Chl.a浓度范围为0.94-28.9mg/m~3,各支流回水区Chl.a浓度均为5月最大河流回水区Chl.a浓度高于上游区,上游区、回水区Chl.a含量有显著差异.选用修正的Carlson营养状态指数(Trophic State Index)TSI_M法,评价了支流水体营养状态,TSI_M指数范围在36.0-64.2,上游区除龙河、澎溪河5月达到富营养水平外,其余支流均为贫-中营养水平.回水区各支流均达到中-富营养水平.支流回水区营养状态指数均高于上游区,但各支流增加幅度不同.支流回水区水体营养状态明显受三峡水库蓄水水体流速减缓的影响.Chl.a与COD(n=15,P0.01)呈极显著正相关,与其它营养因子无明显相关关系.三峡水库完工后,支流回水区水体流速减缓,富营养化趋势可能加重.  相似文献   

11.
鄱阳湖富营养化调查与评价   总被引:6,自引:6,他引:6  
吕兰军 《湖泊科学》1996,8(3):241-247
为了较全面了了解鄱阳湖水体的富营养化现状,于1992年5月16日-6月30日和1993年1月5日-2月4日在各河入湖口,湖区,候鸟保护区及长江九江大桥断面进行了调查。  相似文献   

12.
The sedimentary environment change, trophic evolution and heavy metals pollution history of the northern Taihu Lake in the last 100 years are studied according to the sedimentary geo-chemical proxies of the core sediments, such as grain size, nutrients, heavy metals, diatom, etc. The nutrients in the sediments depended mainly on the lake internal circulation and the heavy metals were from natural geogenic sources before the 1920s, which were not influenced by human activities generally, and grain size was one of the key factors influencing heavy metals content in the sediments. The alternation of manner and strength of human activities in Taihu Lake catchment before and after the 1920s made the lake sediments coarser, and hence heavy metals and TP content decreased contrasted with that before the 1920s. TP content in sediments and water increased from the 1950s to late 1970s due to anthropogenic pollutants discharge, and the lake belonging to mesotrophic state. TN and TOC content and C/N ratio increased due to the increasing external pollutants into Taihu Lake by human activities, TP content also increased obviously in water and sediments, and the diatom association was dominated by eutrophic species since the late 1970s, indicating the eutrophication state of Taihu Lake in this period. Meanwhile the increasing in heavy metals content, such as Cu, Mn, Ni, Pb and Zn, and their proportion of valid fractions in the sediments indicates that they all result from human pollutants since the late 1970s. The heavy metals in the surface sediments have certain potential biological toxicity due to the higher SEM/AVS ratio.  相似文献   

13.
The sedimentary environment change, trophic evolution and heavy metals pollution history of the northern Taihu Lake in the last 100 years are studied according to the sedimentary geochemical proxies of the core sediments, such as grain size, nutrients, heavy metals, diatom, etc. The nutrients in the sediments depended mainly on the lake internal circulation and the heavy metals were from natural geogenic sources before the 1920s, which were not influenced by human activities generally, and grain size was one of the key factors influencing heavy metals content in the sediments. The alternation of manner and strength of human activities in Taihu Lake catchment before and after the 1920s made the lake sediments coarser, and hence heavy metals and TP content decreased contrasted with that before the 1920s. TP content in sediments and water increased from the 1950s to late 1970s due to anthropogenic pollutants discharge, and the lake belonging to mesotrophic state. TN and TOC content and C/N ratio increased due to the increasing external pollutants into Taihu Lake by human activities, TP content also increased obviously in water and sediments, and the diatom association was dominated by eutrophic species since the late 1970s, indicating the eutrophication state of Taihu Lake in this period. Meanwhile the increasing in heavy metals content, such as Cu, Mn, Ni, Pb and Zn, and their proportion of valid fractions in the sediments indicates that they all result from human pollutants since the late 1970s. The heavy metals in the surface sediments have certain potential biological toxicity due to the higher SEM/AVS ratio.  相似文献   

14.
原生动物纤毛虫对太湖梅梁湾水质富营养化的响应   总被引:12,自引:0,他引:12  
蔡后建 《湖泊科学》1998,10(3):43-48
1993年4月-1994年1月研究了太湖梅梁湾湖区纤毛虫的群落分布,共检出7目19属,根据TSI指标,该湖区可分为富营养型和中营养型水域,在富营养型水域中分布着特有的纤毛虫种类。  相似文献   

15.
基于2010-2019年洪泽湖湖体水质逐月监测数据,筛选出影响湖体水质的主要污染物指标为总氮(TN)和总磷(TP);选取洪泽湖周边25条主要入湖河流和2条出湖河流在2019年10月2020年9月的监测数据,探讨河流外源性输入对不同湖体区域氮磷的影响及其水期变化规律.结果发现:①湖体TN、TP浓度长期居高不下,年均浓度范围分别在1.39~1.86、0.080~0.171 mg/L波动.主要入湖河流TN、TP时空平均浓度(1.92~5.70和0.114~0.181 mg/L),均高于同区域湖体(1.15~1.46和0.088~0.101 mg/L),其中北部入湖河流肖河、马化河和五河与临近湖区TN、TP浓度呈现显著正相关,是影响北部湖体TN、TP浓度的主要河流;南部入湖河流维桥河和高桥河是临近湖区非极端降雨期TN、TP的主要来源.②调水工程对湖体及入湖河流TN、TP浓度分布影响显著,调水期湖体沿调水方向TP浓度逐渐上升,TN浓度则呈现先降后升的趋势,南部入湖河流维桥河和高桥河TN浓度达到水期峰值,分别为10.69和9.90 mg/L.③极端降雨期入湖河流的TN、TP浓度显著高于其它水期,由于湖体对TN、TP的富集作用不同,TP浓度呈现中间高,四周低,而TN浓度呈现沿洪水流向逐渐降低的规律.  相似文献   

16.
氮、磷浓度是制约湖泊营养状态和生产力水平的重要环境因子,而氮磷化学计量比是湖泊生态系统的主要指标,因此,判识氮磷比变化趋势及其驱动力对湖泊生态恢复具有重要意义.研究基于19882018年连续观测数据,分析了滇池氮磷浓度和氮磷摩尔比(简称氮磷比)的时空分布演变特征;采用多元线性回归模型分别对滇池草海和外海氮磷比驱动效应进行定量解析,筛选出影响湖体氮磷比变化的潜在驱动因子.结果表明:①19882018年滇池氮磷比呈现显著的线性上升趋势,其中草海和外海氮磷比分别上升1.3和0.7 a^-1.②草海和外海分别在2008年和2004年发生了氮磷比上升突变,突变前上升归因于总氮浓度快速增加,突变后则是由于总磷浓度下降较快.③滇池的氮磷浓度变化主要是受流域氮磷输入负荷、跨流域调水、流域氮磷削减、风速和水位的综合影响,但受控因子在不同区域可能存在差异.④气温是滇池氮磷比变化的主要驱动因子,流域人为氮磷输入差异是滇池氮磷比变化的次要驱动因子.  相似文献   

17.
雷瑾  史小丽  张民  李胜男  陈开宁  杨州 《湖泊科学》2019,31(6):1559-1569
超微真核藻个体微小、比表面积大,具有高效的碳吸收速率,对水体初级生产力具有重要的贡献.目前对淡水超微真核藻的认知还非常有限.于2017年5月对白洋淀进行采样调查,结合流式细胞术和高通量测序技术探究了白洋淀超微真核藻群落结构的空间分布特征及关键环境影响因子.结果表明,白洋淀超微真核藻的平均丰度为7.59×104cells/ml,且随着营养水平的升高呈现先增加后降低的变化趋势.回归分析表明,超微真核藻丰度在中营养水平水域主要受溶解性总磷和TN/TP影响,在富营养水域主要与盐度有关.测序比对结果表明在纲水平上白洋淀超微真核藻主要以绿藻纲Chlorophyceae、硅藻纲Bacillariophyceae、中心硅藻纲Coscinodiscophyceae、金藻纲Chrysophyceae为主,不同区域差异不大.但在操作分类单元(Operation Taxonomy Units,OTU)水平上,超微真核藻群落结构在白洋淀不同营养状态湖区存在显著差异,中营养水域主要类群为栅列藻科Scenedesmaceae,近囊胞藻属Paraphysomona sp.,定鞭藻纲Haptophyceae和甲藻纲Dinophyceae为主,而富营养水域主要类群为红球藻科Haematococcaceae,金藻纲的Chromulinale sp.和Chrysophycea sp..Bioenv分析表明,对超微真核藻群落组成影响最大的环境因子是溶解性总氮、溶解性总磷、TN/TP、硝态氮、溶解氧.本研究表明超微真核藻的群落结构存在较明显的环境异质性,对白洋淀水体富营养化状态有很好的指示.  相似文献   

18.
基于1988-2013年的洱海流域社会经济统计数据与湖内水质历史监测数据,分析了社会经济指标和富营养化指标的逐年变化趋势,并借助Change-point Analyzer对指标进行了拐点分析.结果显示:过去25年洱海水体呈明显富营养化趋势,主要富营养化指标均出现过1次恶化拐点,总磷出现时间最早(1996年),其次是高锰酸盐指数(1999年),总氮、叶绿素a、透明度和综合营养状态指数则集中在2002-2003年期间出现拐点,叶绿素a浓度上升10余倍,透明度相应下降了近50%.流域主要社会经济指标出现了2~3次增长拐点,首次拐点集中出现在1994-1999年期间,明显早于富营养化指标恶化拐点出现时间.多元回归分析显示洱海总磷浓度受流域农作物种植业发展影响最大,其他水质指标则主要受流域畜牧业的影响.  相似文献   

19.
The evolutions of diatom floras and the total phosphorous (TP) concentrations in the historical period were reconstructed for two lakes, Longgan and Taibai in the middle Yangtze River, based on high resolutional fossil diatom study from two sediment cores and an established regional diatom-TP transfer function. The TP concentration in Longgan Lake changed slightly in the range of 36–62 μg/L and kept its middle trophic level in the past 200 years. The changes of diatom assemblages reflect a macrophyte-dominated history of the lake. During the nineteenth century, the lake TP concentration increased comparatively, corresponding to the increase in abundance of benthic diatoms. The progressive increase of epiphytic diatoms since the onset of the twentieth century indicates the development of aquatic plants, coinciding with the twice drops of water TP level. The TP concentration in Taibai Lake kept a stable status about 50 μg/L before 1953 AD, while diatoms dominated by facultative planktonic Aulacoseira granulata shifted quickly to epiphytic diatom species, indicating a rapid expansion of aquatic vegetation. During 1953–1970 AD, the coverage of aquatic plants decreased greatly inferred by the low abundance of epiphytic diatoms as well as declined planktonic types, and the reconstructed TP concentration shows an obvious rising trend firstly, suggesting the beginning of the lake eutrophication. The lake was in the eutrophic condition after 1970, coinciding with the successive increase of planktonic diatoms. The comparison of the two lakes suggests the internal adjustment and purification function of aquatic plants for nutrients in water. The discrepancy of TP trends in the two lakes after 1960 reflects two different patterns of lake environmental response to human disturbance. Sediments in Taibai Lake clearly recorded the process of lake ecological transformation from the macrophyte-dominated stage to the algae-dominated stage. The limits of TP concentration (68–118 μg/L) in the transitional state can be considered as the critical value between the two stable ecosystems. Further work will be necessary to provide more evidence from the sediments in more eutrophic lakes for the primary inference. The reconstructive TP level and the inference of aquatic plants from fossil diatoms in different lakes, as well as their comparison provide a scientific basis for ecological restoration of eutrophic lakes in research regions.  相似文献   

20.
The evolutions of diatom floras and the total phosphorous (TP) concentrations in the historical period were reconstructed for two lakes, Longgan and Taibai in the middle Yangtze River,based on high resolutional fossil diatom study from two sediment cores and an established regional diatom-TP transfer function. The TP concentration in Longgan Lake changed slightly in the range of 36-62 μg/L and kept its middle trophic level in the past 200 years. The changes of diatom assemblages reflect a macrophyte-dominated history of the lake. During the nineteenth century, the lake TP concentration increased comparatively, corresponding to the increase in abundance of benthic diatoms. The progressive increase of epiphytic diatoms since the onset of the twentieth century indicates the development of aquatic plants, coinciding with the twice drops of water TP level. The TP concentration in Taibai Lake kept a stable status about 50 μg/L before 1953 AD, while diatoms dominated by facultative planktonic Aulacoseira granulata shifted quickly to epiphytic diatom species, indicating a rapid expansion of aquatic vegetation. During 1953-1970 AD, the coverage of aquatic plants decreased greatly inferred by the low abundance of epiphytic diatoms as well as declined planktonic types, and the reconstructed TP concentration shows an obvious rising trend firstly, suggesting the beginning of the lake eutrophication. The lake was in the eutrophic condition after 1970, coinciding with the successive increase of planktonic diatoms. The comparison of the two lakes suggests the internal adjustment and purification function of aquatic plants for nutrients in water. The discrepancy of TP trends in the two lakes after 1960 reflects two different patterns of lake environmental response to human disturbance. Sediments in Taibai Lake clearly recorded the process of lake ecological transformation from the macrophyte-dominated stage to the algae-dominated stage. The limits of TP concentration (68-118 μg/L) in the transitional state can be considered as the critical value between the two stable ecosystems. Further work will be necessary to provide more evidence from the sediments in more eutrophic lakes for the primary inference. The reconstructive TP level and the inference of aquatic plants from fossil diatoms in different lakes, as well as their comparison provide a scientific basis for ecological restoration of eutrophic lakes in research regions.  相似文献   

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