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基于GIS构建土壤湿度同化数据系统的研究

n integrated GIS application system for soil moisture data assimilation

中文摘要英文摘要

为了分析处理海量的土壤湿度同化数据,本文构建了一个土壤湿度同化数据的综合分析系统。该系统集成C#, IDL, ArcSDE, VS 2010 和 SQL Server 2008 等技术,提供面向陆面数据同化的图形可视化和分析管理工具。在 GIS 开发环境的支持下,该系统不仅能够提高多种数据的存取效率,而且能高效地处理、分析、显示海量数据。因此,在同一系统中同时实现土壤湿度同化数据的分析和 GIS 强大的空间分析功能不但满足地表同化系统数据对数据表达的要求,而且对土壤湿度同化产品业务的推行提供了强大的技术支持。本文主要研究成果如下:首先,基于对多维数据格式 NETCDF 的研究,本文构建了一个基于该数据存储模型的土壤湿度数据库。成功地实现了一种结合 NETCDF 数据模型与 GIS 数据模型的方法;其次,该系统成功地处理和显示陆面过程模型的大气强迫数据和地表观测数据,实现了对地表同化系统的可视化分析和多源数据管理;最后,土壤湿度同化数据综合分析系统评估土壤湿度同化结果及土壤湿度模式模拟结果,分析土壤湿度同化结果的影响因子。

he gaps in knowledge and existing challenges in precisely describing the land surface process make it critical to represent the massive soil moisture data visually and mine the data for further research.This article introduces a comprehensive soil moisture assimilation data analysis system, which is instructed by tools of C#, IDL, ArcSDE, Visual Studio 2008 and SQL Server 2005. The system provides integrated service, management of efficient graphics visualization and analysis of land surface data assimilation. The system is not only able to improve the efficiency of data assimilation management, but also comprehensively integrate the data processing and analysis tools into GIS development environment. So analyzing the soil moisture assimilation data and accomplishing GIS spatial analysis can be realized in the same system. This system provides basic GIS map functions, massive data process and soil moisture products analysis etc. Besides,it takes full advantage of a spatial data engine called ArcSDE to effeciently manage, retrieve and store all kinds of data. In the system, characteristics of temporal and spatial pattern of soil moiture will be plotted. By analyzing the soil moisture impact factors, it is possible to acquire the correlation coefficients between soil moisture value and its every single impact factor. Daily and monthly comparative analysis of soil moisture products among observations, simulation results and assimilations can be made in this system to display the different trends of these products. Furthermore, soil moisture map production function is realized for business application.

沈润平、王迪

环境科学技术现状自然地理学工程设计、工程测绘

地图学与地理信息系统土壤湿度陆面过程

soil moistureland surface data assimilationGIS

沈润平,王迪.基于GIS构建土壤湿度同化数据系统的研究[EB/OL].(2014-07-23)[2025-08-18].http://www.paper.edu.cn/releasepaper/content/201407-279.点此复制

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