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1.
Chuiyu Lu Bo Zhang Xin He Guoliang Cao Qingyan Sun Lingjia Yan Tao Qin Tianchen Li Zepeng Li 《Ground water》2021,59(1):90-99
MODFLOW is one of the most popular groundwater simulation tools available; however, the development of lake modules that can be coupled with MODFLOW is lacking apart from the LAK3 package. This study proposes a new approach for simulating lake - groundwater interaction under steady-state flow, referred to as the sloping lakebed method (SLM). In this new approach, discretization of the lakebed in the vertical direction is independent of the spatial discretization of the aquifer system, which can potentially solve the problem that the lake and groundwater are usually simulated at different scales. The lakebed is generalized by a slant at the bottom of each lake grid cell, which can be classified as fully submerged, dry, and partly submerged. The SLM method accounts for all lake sources and sinks, establishing a governing equation that can be solved using Newton's method. A benchmarking case study was conducted using a modified model setup in the LAK3 user manual. It was found that when there is a sufficient number of layers at the top of the groundwater model, SLM simulates an almost identical groundwater head as the LAK3-based model; when the number of layers decreases, SLM is unaffected while LAK3 may be at a risk of giving unrealistic results. Additionally, the SLM can reflect the relationship between the simulated lake surface area and lake water depth more accurately. Therefore, the SLM method is a promising alternative to the LAK3 package when simulating lake - groundwater interaction. 相似文献
2.
地面沉降主要由深层地下水开采造成,含水层的压缩释水是深层地下水开采量主要构成来源,同时随其压缩变形孔隙比减小造成储水系数、渗透系数的减小,对弱透水层非弹性释水量、越流补给量造成影响。地面沉降过程中的水文地质参数非线性变化及对承压含水层系统的反馈作用也成为水文地质领域的前沿问题。为对地下水开采量、沉降量、地质参数变化以及给水能力变化之间的关系做一个较为定量定性的探究,以含水层压缩过程中的物理机制为依据,并基于沧州地区深层承压含水层的地下水位变化过程和水文地质参数,采用数学手段构建储水系数和渗透系数变化的一维非线性沉降模型。模拟结果显示随承压水头下降,储水系数最高可减小77%,含水层系统的给水能力和储水能力会随压缩变形减小50%甚至更多。研究成果为深入认识水文地质参数与应力变化相关关系、科学评价承压含水层地下水储水调节能力有重要借鉴意义。 相似文献
3.
大型山丘平原交错区复杂的自然地理和人类活动特征增加了水文循环研究和水资源评价、管理的难度,地表水地下水耦合模型作为流域/区域水文循环模拟的重要工具,为解决这类大型区域诸多水文水资源问题提供了便利。针对目前地表水地下水耦合模型难以兼顾精度和效率的问题,论文提出了一种新型半松散耦合机制,将三维有限差分地下水流数值模型嵌入半分布式水文模型MODCYCLE,摒弃了目前流行的水文响应单元(HRU)与地下水网格单元空间和信息转换方式,通过建立子流域—网格单元的空间关联和地表水文—地下水流之间的实时信息交互,实现大型山丘平原交错区的地表水地下水耦合模拟。在三江平原构建了模型并开展应用研究。校验评估显示,模型达到了良好的模拟效果,具备了水文循环现状模拟和预测未来的能力。最后,利用该模型输出分析了三江平原2002—2014年的地表水地下水转化关系。结果表明,降水量和农业灌溉量的增加导致全区域土壤水蓄量年均增加6.51亿m3,但却使地表水和地下水储量分别减少0.99亿m3/a和3.03亿m3/a,降水量的增加并没有通过产流和入渗补给改善因用水急剧增加引起的地表水、地下水衰减的趋势;不同分区的降水入渗补给系数和基流指数差异显著,是多种自然和人为因素综合作用的结果。相关成果可为类似地区水文循环研究和水资源评价工作提供参考。 相似文献
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海岛(礁)、滩涂和水下地形DLG数据库是重要的测绘成果,为开展海洋综合调查工作提供了数据基础。然而,现有的三库测绘成果是分阶段采集的,数据精度和数据模型不一致,且存在大量重复采集的情况,最终成果也是分库存储的,这使其无法进行统一管理和更新。为此,本文对多源海洋基础空间要素数据的融合方法进行了研究,首先采用矢量数据匹配技术获取对应实体,然后通过本文提出的属性融合技术和基于中误差与对应点的几何信息融合技术对三库DLG数据进行融合,以实现三库数据的属性共享、几何精度的改进和数据冗余的减少。最后,我们还基于.NET和Arc GIS Engine组件开发了海洋基础空间要素数据融合系统,用于浙江省海岛(礁)、滩涂和水下地形基础空间要素数据的融合。 相似文献
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传统基于光谱信息的水体提取未能考虑水体形状、纹理、大小、相邻关系等问题,且存在同物异谱、异物同谱现象,导致水体提取精度较低。而传统基于分类提取水体方法设计特征过程较为繁琐,且不能挖掘深度信息特征。因此,本文提出改进的U-Net网络语义分割方法,借鉴经典U-Net网络的解编码结构对网络进行改进：① 将VGG网络用于收缩路径以提取特征;② 在扩张路径中对低维特征信息进行加强,将收缩特征金字塔上一层的特征图与下一层对应扩张路径上的特征图进行融合,以提高提取结果分割精度;③ 在分类后处理中引入条件随机场,以将分割结果精细化。在保持相同训练集、验证集和测试集的情况下,分别用SegNet、经典U-Net网络和改进的U-Net网络做对照试验。试验结果表明,改进的U-Net网络结构在IoU、精准率和Kappa系数指标上均高于SegNet和经典U-Net网络,与SegNet相比,3项指标分别提升了10.5%、12.3%和0.14,与经典U-Net网络结果相比,各个指标分别提升了5.8%、4.4%和0.05。改进的网络水体提取结果较为完整,对小目标水体能够准确提取。改进的U-Net网络能够有效地实现水体提取任务。 相似文献
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Xu Chengcheng Wu Chu Li Tianchen Lu Chuiyu He Xin Sun Qingyan Qin Tao Yan Lingjia 《Hydrogeology Journal》2022,30(6):1789-1800
The widely used groundwater flow model MODFLOW offers a range of software packages to simulate the interaction between streams and groundwater in aquifer systems. However, these existing packages lack a general method to address the chaotic simulation sequences of stream segments and require these segments to be ordered by modelers as input to the code. Therefore, it is challenging to simulate a stream network divided into a large number of segments such as a canal irrigation system. In this study, the Streamflow Automatic Routing (SAR) package was developed, and an effective method is proposed to automatically determine the segment simulation sequence. The stream segment order in the SAR input file is arbitrary, which allows modifications of the stream network by removing segments directly and adding segments at the end of the segment group. This mainly includes two processes: scanning all the outlet channels of the water system and calling the recursive algorithm for each outlet channel of the water system. The SAR package was tested using a hypothetical stream–aquifer system and applied to a complex flow field in Aiding Lake of Turpan Basin, China. In the results, a close fitting between the simulation and observations shows that the SAR package precisely simulated the exchange flux between the steams and aquifer. The SAR package can significantly improve the efficiency of simulations in a complex stream network, and it can be widely used as a subroutine package of MODFLOW in agricultural irrigation areas where rivers and canals are interlaced.
相似文献8.
Object matching facilitates spatial data integration, updating, evaluation, and management. However, data to be matched often originate from different sources and present problems with regard to positional discrepancies and different levels of detail. To resolve these problems, this article designs an iterative matching framework that effectively combines the advantages of the contextual information and an artificial neural network. The proposed method can correctly aggregate one‐to‐many (1:N) and many‐to‐many (M:N) potential matching pairs using contextual information in the presence of positional discrepancies and a high spatial distribution density. This method iteratively detects new landmark pairs (matched pairs), based on the prior landmark pairs as references, until all landmark pairs are obtained. Our approach has been experimentally validated using two topographic datasets at 1:50 and 1:10k. It outperformed a method based on a back‐propagation neural network. The precision increased by 4.5% and the recall increased by 21.6%, respectively. 相似文献
9.
针对多尺度匹配中同名实体位置偏差较大,无法直接通过面积重叠法获得候选匹配的问题,本文提出了一种基于最小外包矩形（MBR）组合优化算法的多尺度面实体匹配方法。本文方法的基本思想是通过MBR组合优化和简要的形状特征来筛选1∶1、1∶N和M∶N候选匹配,然后构建多因子人工神经网络模型来评估候选匹配。试验选取浙江省舟山市1∶2000岛礁基础数据和1∶10 000陆地基础数据中的居民地与设施面进行匹配算法的验证。结果表明,本文方法相对于基于面积重叠-神经网络的匹配方法表现出显著的优势,对存在位置偏移的匹配数据准确率和召回率分别达到了达到96.5%,达到89.0%,且能够识别所有匹配类型。 相似文献
10.
Comparative analysis of microwave brightness temperature data in Northeast China using AMSR-E and MWRI products 总被引：1，自引：1，他引：0
With such significant advantages as all-day observation, penetrability and all-weather coverage, passive microwave remote
sensing technique has been widely applied in the research of global environmental change. As the satellite-based passive microwave
remote sensor, the Advanced Microwave Scanning Radiometer-Earth Observing System (AMSR-E) loaded on NASA’s (National Aeronautics
and Space Administration of USA) Aqua satellite has been popularly used in the field of microwave observation. The Microwave
Radiation Imager (MWRI) loaded on the Chinese FengYun-3A (FY-3A) satellite is an AMSR-E-like conical scanning microwave sensor,
but there are few reports about MWRI data. This paper firstly proposed an optimal spatial position matching algorithm from
rough to exact for the position matching between AMSR-E and MWRI data, then taking Northeast China as an example, comparatively
analyzed the microwave brightness temperature data derived from AMSR-E and MWRI. The results show that when the antenna footprints
of the two sensors are filled with either full water, or full land, or mixed land and water with approximate proportion, the
errors of brightness temperature between AMSR-E and MWRI are usually in the range from −10 K to +10 K. In general, the residual
values of brightness temperature between the two microwave sensors with the same spatial resolution are in the range of ±3
K. Because the spatial resolution of AMSR-E is three times as high as that of MWRI, the results indicate that the quality
of MWRI data is better. The research can provide useful information for the MWRI data application and microwave unmixing method
in the future. 相似文献