利用BDS与无人船进行污染源分析及处理     

姜沣珊  岳中杨  程俊颖  赵泽阳 《测绘通报》2020,(2):155-159

在大数据的背景下，充分利用北斗卫星导航系统（BDS）的定位功能，以无人船作为用户端，在水质数据采集和污染源位置的问题中积极探索新的实践方案，迅速、准确地找到污染源，减少河流污染物污染的时间，且无人船上装有净化模块，在发现污染时可作简易处理。在无人船上安装水质分析仪，水质分析仪的传输模块中安装经给防水处理的北斗卫星定位芯片和WiFi数据传输器，进而对河流的污染物种类及浓度进行分析，并采用大数据的计算方法，计算出污染源位置，向云平台反映污染源位置分析结果与污染物处理方法。通过BDS，将数据按照位置区域划分，并将能到达污染源的最短路径发送到处理人的移动设备上。本文通过对基于BDS定位的水质污染监测可视化系统进行分析，以期迅速找出污染源，减少水质污染现象的发生。  相似文献   

Feeding intensity and molecular prey identification of the mantis shrimp,Oratosquilla oratoria (De Haan, 1844), in the Tianjin coastal zone of Bohai Bay     

Qi-Kang Bo  Yun-Zhao Lu  Hui-Jing Mi  Yan-Guang Yu  De-Xian Gu  Hong-Zheng You  Shuang Hao 《Marine Ecology》2020,41(4):e12594

Bohai Bay, a representative semi-enclosed bay of China, has been severely impacted in recent decades by rapid human development. Although the mantis shrimp Oratosquilla oratoria plays an important role in the Bohai Bay ecosystem and fishery, its feeding ecology and the impact of habitat changes on its feeding habits are poorly known. In this study, we sought to identify its feeding strategy through the separation of stomach contents, and to describe its trophic ecology during maturation in the Tianjin coastal zone of Bohai Bay by the DNA barcoding method using a fragment (about 690 bp) of the mitochondrial cytochrome oxidase I (CO I) gene. A total of 594 specimens were collected from March to July 2018, and 347 (58.42%) stomachs were found to have food remains. More than half of the O. oratoria individuals had poor feeding activity, and the degree of feeding of females was higher than that of males, but there was no significant difference in the visual fullness index and the fullness weight index (FWI) between sexes for each month. In addition, the feeding activity of O. oratoria was consistent across the months, suggesting in artificial breeding programs it is not worried too much about the accessional diet supplied to the female bloodstocks except maintaining their normal food. A total of 167 retrieved prey items yielded 187 readable sequences; 86.63% of these sequences could be assigned to the species level. Consequently, 25 different prey taxa covering all readable sequences were identified, showing O. oratoria is a generalist predator. In terms of percent composition by frequency of occurrences (%N), crustaceans and fishes accounted for the same and highest percentage (35.83%) in the mantis shrimp diet, followed by mollusks (24.59%) and the remaining marine organisms (3.73%) including Polychaeta (2.67%), Sagittoidea (0.53%), and Chromadorea (0.53%). The result shows the benthic fish Oxudercidae (family) appears to be an especially important food supply for O. oratoria during maturation. The degree of cannibalism decreased with an increase in diet species and the frequencies of cannibalism in this study was noticeably higher than that in previous studies, suggesting that cannibalism may be a significant feeding strategy in the mantis shrimp O. oratoria in the Tianjin coastal zone of Bohai Bay, and because of the frequently cannibalistic behavior, the high stocking density of broodstocks should be avoided.  相似文献   

长江口表层沉积物中正构烷烃的高分辨分布特征及有机碳来源解析     

王春禹  姚鹏  赵彬 《海洋学报》2020,42(10):1-13

于2014年3月对长江口及邻近海域的表层沉积物进行了高分辨率采样，分析了沉积物粒级组成、比表面积、总有机碳含量及其稳定碳同位素组成(δ13C)、正构烷烃及其相关分子指标，讨论了此区域沉积有机碳和正构烷烃的高分辨分布特征，并结合基于主成分分析?蒙特卡洛模拟的三端元混合模型，对沉积有机碳的来源进行了定量解析。结果表明，长江口及其邻近海域表层沉积物中总有机碳含量为0.45%±0.16%，近岸泥质区总有机碳含量较高，外海砂质区含量较低。总正构烷烃(C₁₄?C₃₅)的绝对含量和相对于总有机碳的含量分别为(1.42±0.73) μg/g和(0.34±0.21) mg/g。泥质区以长链正构烷烃占优势，具有较强的奇碳优势；砂质区以短链正构烷烃占优势，且具有一定的偶碳优势。长江输入、老黄河口输入、闽浙沿岸小型河流输入和水动力分选等因素制约了正构烷烃的输运和分布特征。模型结果显示此区域沉积有机碳来自海源、土壤和高等植物的混合输入，其中以海源为主，其贡献为42.70%±18.18%，由陆地向外海贡献逐渐升高，其次是土壤和高等植物，其贡献分别为28.99%±15.37%和28.31%±17.12%。在水动力分选作用的影响下，两种陆源有机碳在入海之后的输运过程中存在明显的分异，土壤有机碳主要与细颗粒物结合，并沿闽浙沿岸向南输运，而高等植物来源有机碳则在长江口存在东北方向的输运。  相似文献   

基于MODIS资料的2000-2004年江河源区陆地植被净初级生产力分析   总被引：18，自引：2，他引：16  

郭晓寅  何勇  沈永平  冯丁 《冰川冻土》2006,28(4):512-518

基于EOS/MODIS卫星遥感资料的分析表明,2000-2004年江河源地区陆地植被平均年NPP为82.04 gC.m-2,相当于同期全国陆地植被年NPP的23%,其中2001年的年NPP最小,只有78.04gC.m-2,2002年最大,为85.44 gC.m-2.根据年NPP分布显示,黄河源区的植被生长状况要好于长江源区,其中在黄河源东南部陆地植被的年NPP>250 gC.m-2,为江河源区植被年生长最大的区域;该地区的植被年NPP最小值的区域分布在长江源的西北部地区,年NPP大部分<50 gC.m-2.江河源地区植被的年NPP表现为显著的年际变化特征,不同地区年NPP的变化特征各不相同;高寒草甸的年NPP为该地区所有陆地植被年NPP中最大,其5 a平均值为89.38 gC.m-2,其次为高寒草原和灌木及草本植被;由于地处高寒地区,温度成为影响该地区陆地植被净初级生产力的主要因素.  相似文献   

Distinguishing the Regional Atmospheric Controls on Precipitation Isotopic Variability in the Central-Southeast Portion of Brazil     

Vinícius dos SANTOS  Peter MARSHALL FLEMING  Luís HENRIQUE MANCINI  Stela DALVA SANTOS COTA  Graziele Beatriz de LIMA  Rafaela RODRIGUES GOMES  Roberto Eduardo KIRCHHEIM  Ricardo SANCHéZ-MURILLO  Didier GASTMANS 《大气科学进展》2022,39(10):1693-1708

Precipitation isotope ratios (O and H) record the history of water phase transitions and fractionation processes during moisture transport and rainfall formation. Here, we evaluated the isotopic composition of precipitation over the central-southeastern region of Brazil at different timescales. Monthly isotopic compositions were associated with classical effects (rainfall amount, seasonality, and continentality), demonstrating the importance of vapor recirculation processes and different regional atmospheric systems (South American Convergence Zone-SACZ and Cold Fronts-CF). While moisture recycling and regional atmospheric processes may also be observed on a daily timescale, classical effects such as the amount effect were not strongly correlated (δ¹⁸O-precipitation rate r ≤ –0.37). Daily variability revealed specific climatic features, such as δ¹⁸O depleted values (~ –6‰ to –8‰) during the wet season were associated with strong convective activity and large moisture availability. Daily isotopic analysis revealed the role of different moisture sources and transport effects. Isotope ratios combined with d-excess explain how atmospheric recirculation processes interact with convective activity during rainfall formation processes. Our findings provide a new understanding of rainfall sampling timescales and highlight the importance of water isotopes to decipher key hydrometeorological processes in a complex spatial and temporal context in central-southeastern Brazil.  相似文献   

Identification of Convective and Stratiform Clouds Based on the Improved DBSCAN Clustering Algorithm     

Yuanyuan ZUO  Zhiqun HU  Shujie YUAN  Jiafeng ZHENG  Xiaoyan YIN  Boyong LI 《大气科学进展》2022,39(12):2203-2212

A convective and stratiform cloud classification method for weather radar is proposed based on the density-based spatial clustering of applications with noise (DBSCAN) algorithm. To identify convective and stratiform clouds in different developmental phases, two-dimensional (2D) and three-dimensional (3D) models are proposed by applying reflectivity factors at 0.5° and at 0.5°, 1.5°, and 2.4° elevation angles, respectively. According to the thresholds of the algorithm, which include echo intensity, the echo top height of 35 dBZ (ET), density threshold, and ε neighborhood, cloud clusters can be marked into four types: deep-convective cloud (DCC), shallow-convective cloud (SCC), hybrid convective-stratiform cloud (HCS), and stratiform cloud (SFC) types. Each cloud cluster type is further identified as a core area and boundary area, which can provide more abundant cloud structure information. The algorithm is verified using the volume scan data observed with new-generation S-band weather radars in Nanjing, Xuzhou, and Qingdao. The results show that cloud clusters can be intuitively identified as core and boundary points, which change in area continuously during the process of convective evolution, by the improved DBSCAN algorithm. Therefore, the occurrence and disappearance of convective weather can be estimated in advance by observing the changes of the classification. Because density thresholds are different and multiple elevations are utilized in the 3D model, the identified echo types and areas are dissimilar between the 2D and 3D models. The 3D model identifies larger convective and stratiform clouds than the 2D model. However, the developing convective clouds of small areas at lower heights cannot be identified with the 3D model because they are covered by thick stratiform clouds. In addition, the 3D model can avoid the influence of the melting layer and better suggest convective clouds in the developmental stage.  相似文献   

鲁东地区地热资源分布规律及勘查定井方法探讨   总被引：1，自引：1，他引：0       下载免费PDF全文

崔煜烽  张杰  殷焘  史猛  毕建新 《中国地质调查》2018,5(2):86-92

鲁东地区具有丰富的地热资源,在地热勘查、开发和利用中,对地热勘查定井方法的选择至关重要。在介绍鲁东地区地热资源分布特征和赋存规律的基础上,结合鲁东地区地热勘查及施工的经验和教训,针对不同的地热地质条件,分别采用天然电场选频、瞬变电磁法(TEM)测深、可控源音频大地电磁测深(CSAMT)、电磁测深和自然放射能测深等方法对鲁东地区典型地热勘查区进行地热井位确定,并对勘查定井方法效果进行对比。结果表明: 鲁东地热资源主要分布在NE向、NNE向及NW向断裂交汇带附近,为断裂控制的深循环对流型带状地热资源,热储分布主要受断裂控制,勘查定井宜选择在2条或多条断裂的交汇处; 天然电场选频、瞬变电磁法测深对于浅部地层和断裂具有较好的反映; 可控源音频大地电磁测深对断裂深部发育特征反映明显,为鲁东地热勘查定井较适宜的方法; 地热勘查定井宜采用2种以上的勘查方法,避免在物探施工过程中受外在因素的影响。  相似文献   

1961—2016年我国区域性暴雨过程的客观识别及其气候特征     

叶殿秀  王遵娅  高荣  王荣  肖潺 《气候变化研究进展》2019,15(6):575-583

利用全国2287个气象观测站1961—2016年逐日降水资料,基于对暴雨区进行连续追踪的思路,采用暴雨相邻站点数和暴雨区中心距离确定了中国区域性暴雨过程的客观识别方法;根据区域性暴雨过程的平均强度、持续时间和平均范围构建了区域性暴雨过程的综合强度评估模型。利用该客观方法对1961—2016年中国的区域性暴雨过程进行识别,并分析其气候和气候变化特征。结果显示：我国区域性暴雨过程年均38.5次;区域性暴雨过程一年各月均可出现,但主要出现在4—9月,其中7、8月发生最为频繁,6月区域性暴雨过程持续时间长、范围广、综合强度强,这与长江中下游地区梅雨现象有关。一年中,区域性暴雨过程首次出现日期平均为3月6日,末次出现日期平均为11月14日;1961—2016年,我国年区域性暴雨过程首次出现日期呈明显提前、末次日期呈显著推后、暴雨期呈显著延长的变化趋势;年发生总频次呈微弱增多,较强区域性暴雨过程次数呈明显增加趋势;区域性暴雨过程的覆盖范围和综合强度均呈显著增大趋势。南方型区域暴雨过程变化趋势与全国的基本一致;北方型首次日期呈提前、末次日期呈推后趋势,发生频次有微弱减少趋势,覆盖范围、持续时间、综合强度均无明显变化趋势。  相似文献   

基于岩石图像深度学习的岩性自动识别与分类方法   总被引：8，自引：3，他引：5  

张野  李明超  韩帅 《岩石学报》2018,34(2):333-342

岩石岩性的识别与分类对于地质分析极为重要,采用机器学习的方法建立识别模型进行自动分类是一条新的途径。基于Inception-v3深度卷积神经网络模型,建立了岩石图像集分析的深度学习迁移模型,运用迁移学习方法实现了岩石岩性的自动识别与分类。采用此方法对所采集的173张花岗岩图像、152张千枚岩图像和246张角砾岩图像进行了学习和识别分类研究,通过训练学习建立岩石图像深度学习迁移模型,并分别采用训练集和测试集中的岩石图像对模型进行了检验分析。对于训练集中的岩石图像,每组岩石分别用3张图像测试,三种岩石的岩性分类均正确,且分类概率值均达到90%以上,显示了模型良好的鲁棒性;对于测试集中的岩石图像,每组岩石分别采用9张图像进行识别分析,三种岩石的岩性分类均正确,并且千枚岩组图像分类概率均高于90%,但是花岗岩组2张图像和角砾岩组的1张图像分类概率值不足70%,概率值较其他岩石图像低,推测其原因是训练集中相同模式的岩石图像较少,导致模型的泛化能力减小。为了提高识别精确度,对准确率较低的岩石图像进行截取,分别取其中的3张图像加入训练集进行再训练,增加与测试图像具有相同模式的训练样本;在新的模型中,对3张图像进行二次检验,测试概率值均达到85%以上,说明在数据足够的状况下模型具有良好的学习能力。与传统的机器学习方法相比,所提出的岩石图像深度学习方法具有以下优点:第一,模型通过搜索图像像素点提取物体特征,不需要手动提取待分类物体特征;第二,对于图像像素大小,成像距离及光照要求低;第三,采用适当的训练集可获得较好的识别分类效果,并具有良好鲁棒性和泛化能力。  相似文献   

典型矿区尾矿库特征污染物识别研究          下载免费PDF全文

任鸿飞  杨家林  马彤真 《探矿工程》2018,45(10):115-118

通过对典型尾矿库土壤样品分析,利用重金属超标率、植物体BCF、污染因子的权重值筛选等通进行典型污染物识别,为开展尾矿库污染治理工作提供依据。  相似文献