多分辨率空間數(shù)據(jù)的索引和應(yīng)用
本文選題:多分辨率 + 空間索引。 參考:《華中科技大學(xué)》2013年碩士論文
【摘要】:隨著電子地圖等領(lǐng)域的飛速發(fā)展,地理信息和空間數(shù)據(jù)在人類生活中發(fā)揮的作用越來越大,空間數(shù)據(jù)在油田的信息化建設(shè)中的作用也越來越大,但是針對油田空間數(shù)據(jù)多分辨率特征的研究卻很少,適用于含油氣盆地構(gòu)造的空間數(shù)據(jù)索引的研究,具有深遠(yuǎn)的現(xiàn)實(shí)意義。 在空間索引技術(shù)的研究過程中出現(xiàn)了大量的空間索引結(jié)構(gòu),比如R樹及其變種、四叉樹等。但是R樹及其變種并不支持多分辨率特性,四叉樹對多分辨率的支持也存在很大的局限性,針對這些索引結(jié)構(gòu)的適用性和索引算法在多分辨率中應(yīng)用的缺點(diǎn),再結(jié)合含油氣盆地構(gòu)造中空間數(shù)據(jù)多分辨率的特征,提出了支持多分辨率特征的空間數(shù)據(jù)索引結(jié)構(gòu)層次R樹(Hierarchical R-tree,HR-樹)。在生成HR-樹時,針對有些空間對象沒有完整的層次關(guān)系,無法找到直接父親的情況,將空間聚類應(yīng)用到HR-樹的生成過程中,通過空間聚類,為沒有完整層次關(guān)系的空間對象生成的父親,從而將這些空間對象加入到HR-樹中。接著,對于生成的HR-樹給出了基于多分辨率的查詢算法和插入算法。然后,結(jié)合吐哈油田中含油氣盆地構(gòu)造的實(shí)際情況,將HR-樹應(yīng)用到其等級劃分中,利用HR-樹的優(yōu)點(diǎn),,實(shí)現(xiàn)了多分辨率圖形的展示、不同年份邊界圖形的對比以及層次邊界的對比功能,取得了很好的效果。 最后,對實(shí)驗(yàn)所用的環(huán)境進(jìn)行了介紹,并對實(shí)驗(yàn)結(jié)果進(jìn)行了分析,總結(jié)了論文所做的工作和取得的成果,并對未來的發(fā)展方向做出了展望。
[Abstract]:With the rapid development of electronic map and other fields, geographical information and spatial data play a more and more important role in human life, and spatial data play a more and more important role in the information construction of oil fields. However, there are few researches on the multi-resolution characteristics of oilfield spatial data, which is suitable for the spatial data index of oil-bearing basin structure, which has far-reaching practical significance. A large number of spatial index structures appear in the research process of spatial index technology, such as R-tree and its variety, quadtree and so on. However, R-tree and its varieties do not support multi-resolution, and the support of quadtree for multi-resolution also has great limitations, aiming at the applicability of these index structures and the shortcomings of index algorithm in multi-resolution. Combined with the multi-resolution feature of spatial data in petroliferous basin structure, a hierarchical R-tree (hierarchical R-tree) is proposed to support the multi-resolution feature of spatial data. In order to solve the problem that some spatial objects do not have a complete hierarchical relation and can not find the direct father, the spatial clustering is applied to the process of generating HR-tree, and the spatial clustering is applied to the generation of HR-tree. The parent generated for spatial objects that do not have a complete hierarchical relationship, thereby adding these spatial objects to the HR- tree. Then, the query algorithm and insert algorithm based on multi-resolution are given for the generated HR-tree. Then, according to the actual situation of oil-bearing basins in Turpan-Hami Oilfield, HR-tree is applied to its classification, and the display of multi-resolution graph is realized by using the advantages of HR-tree. The comparison of boundary graph and hierarchical boundary in different years has achieved good results. Finally, the environment used in the experiment is introduced, the results of the experiment are analyzed, the work done and the results obtained are summarized, and the future development direction is prospected.
【學(xué)位授予單位】:華中科技大學(xué)
【學(xué)位級別】:碩士
【學(xué)位授予年份】:2013
【分類號】:P208;P618.13
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