A remote sensing data management system for sea area usage management in China

Liu Wei; Liu Shibin; Zhao Jianhua; Duan Jianbo; Chen Zhihong; Guo Rui; Chu Jialan; Zhang Jing; Li Xinpeng; Liu Jianbo

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A remote sensing data management system for sea area usage management in China

机译：中国海域使用管理的遥感数据管理系统

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In China, remote sensing data play an important role in sea area usage management. With the enrichment of available remote sensing platforms and sensors, the volume constantly growing, and more and more complicated data processing operations on data products, remote sensing data overload has been an obvious problem for anyone who is trying to set planning policies and monitor sea area usage activities based on the valuable data products. In order to solve the problem, this paper presents a customized remote sensing data management system (RSDM) for archiving and distributing the remote sensing data products for sea area usage management. This paper has identified a set of key domain requirements by reviewing the workflow of sea area usage management. In the RSDM, a metadata interpreter tool allows data managers to classify the data products into categorical data types according to a set of domain-specific business rules, and a data model based on data lineage is developed to support tracing all relevant data products along processing chains. In addition, a unified procedure, which is used to create Quick Look images with transparent border areas from different remote sensing data sources, is developed. What is more, the system provides summary information about the available data suitable for auditing and exploratory data analysis by using a series of statistic graphs from different perspectives for data managers and users. This paper demonstrates that the RSDM improves data managers' day-to-day working arrangements, and facilitates the application of the remote sensing technology in sea area usage management.

机译：在中国，遥感数据在海域使用管理中发挥着重要作用。随着可用的遥感平台和传感器的丰富，数据量的不断增长以及对数据产品的数据处理操作越来越复杂，对于任何试图制定规划政策和监控海域的人来说，遥感数据过载已成为一个明显的问题。基于有价值的数据产品的使用活动。为了解决该问题，本文提出了一种定制的遥感数据管理系统（RSDM），用于归档和分发用于海域使用管理的遥感数据产品。通过回顾海域使用管理的工作流程，本文确定了一组关键领域要求。在RSDM中，元数据解释器工具允许数据管理器根据一组特定于域的业务规则将数据产品分类为分类数据类型，并且开发了基于数据沿袭的数据模型以支持在处理过程中跟踪所有相关数据产品链。此外，还开发了一种统一的程序，该程序用于从不同的遥感数据源创建具有透明边框区域的快速查看图像。而且，该系统通过使用一系列不同角度的统计图为数据管理者和用户提供有关适用于审计和探索性数据分析的可用数据的摘要信息。本文证明了RSDM改善了数据管理者的日常工作安排，并促进了遥感技术在海域使用管理中的应用。

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来源
《Ocean & coastal management》 |2018年第2期|163-174|共12页
作者
Liu Wei; Liu Shibin; Zhao Jianhua; Duan Jianbo; Chen Zhihong; Guo Rui; Chu Jialan; Zhang Jing; Li Xinpeng; Liu Jianbo;
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作者单位

Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100094, Peoples R China;

Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100094, Peoples R China;

Natl Marine Environm Monitoring Ctr, Dalian 116023, Liaoning, Peoples R China;

Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100094, Peoples R China;

Natl Marine Environm Monitoring Ctr, Dalian 116023, Liaoning, Peoples R China;

Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100094, Peoples R China;

Natl Marine Environm Monitoring Ctr, Dalian 116023, Liaoning, Peoples R China;

Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100094, Peoples R China;

Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100094, Peoples R China;

Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100094, Peoples R China;

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正文语种 eng
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关键词
Sea area usage management; Remote sensing data management; Data modelling; Metadata management; Data lineage; Coastal environment;

机译：海域使用管理;遥感数据管理;数据建模;元数据管理;数据沿袭;沿海环境;

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专利

1. A MANAGEMENT OF REMOTE SENSING BIG DATA BASE ON STANDARD METADATA FILE AND DATABASE MANAGEMENT SYSTEM [J] . H. Wu, K. Fu International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences . 2020,第4期

机译：在标准元数据和数据库管理系统上遥感大数据库的管理
2. Remote and non-destructive sensing for precision crop and field managements. I. Remote sensing method as a basis for information-based crop management - potential and the state of the art. [J] . Inoue Y 日本作物学会紀事 . 1997,第2期

机译：用于精密作物和现场管理的远程和无损检测。 I.遥感方法作为基于信息的作物管理的基础 - 潜在和现有技术。
3. Remote and non-destructive sensing for precision crop and field managements. I. Remote sensing method as a basis for information-based crop management - potential and the state of the art. [J] . Inoue Y 日本作物学会紀事 . 1997,第2期

机译：用于精密作物和现场管理的远程和无损检测。 I.遥感方法作为基于信息的作物管理的基础 - 潜在和现有技术。
4. Catastrophic Floods in Central Europe 2002: Improving or Stagnation of the Usage Remotely Sensed Data for Flood Management Support in Comparison with Flood 1997? (A Case Study Bohemia, Czech Republic) [C] . M. Vysoudil International symposium on remote sensing of environment . 2003

机译：2002年中欧灾难性洪水：与洪水1997年洪水相比，改善或停滞使用普通洪水管理支持的数据库（一个案例研究波希米亚，捷克共和国）
5. Remotely sensed data assimilation technique to develop machine learning models for use in water management. [D] . Zaman, Bushra. 2010

机译：遥感数据同化技术，以开发用于水管理的机器学习模型。
6. An Integrated Photogrammetric and Spatial Database Management System for Producing Fully Structured Data Using Aerial and Remote Sensing Images [O] . Farshid Farnood Ahmadi, Hamid Ebadi 2009

机译：使用航空和遥感图像生成完整结构化数据的综合摄影测量和空间数据库管理系统
7. ABSTRACT Various body parts or organs can be analysed to identify the different diseases in the human body. Fingernail analysis is one of the ways to identify disease in the human body. Nails are the body part which are farthest from the heart and therefore receive oxygen at last. As a result the nails are the first who show the symptoms of a disease in the human body. Fingernails can be easily captured for diagnosis and there are no heavy equipment or no specific conditions required to use nail image for disease diagnosis, like in other tests and scanning processes. Human nails deliver beneficial information about complaints or any nutritive imbalances in the human body depending upon their shape, texture and colour. In human beings, numerous systemic and skin diseases can be easily analyzed through careful examination of nails of both the limbs. A lot of nail illnesses have been found to be primary signs of numerous underlying systemic illnesses. The colour, texture or shape changes in nails are signs of many diseases mainly affecting nails. Considering all these properties of nails a system is proposed that uses digital image processing (DIP) methods for identifying such changes in the human nail to get more precise results and predict numerous diseases effortlessly. With the emerging Internet of Things (IOT) concept the generated report is made available remotely, this will help users to reduce transportation efforts. As the system has to deal with large and private data, the security of data must be ensured. To keep the data confidential, the Blockchain concept which is one of the most emerging concepts in the field of data management is used. The paper contains the implementation of the digital image processing for feature extraction of nail images, usage of IOT (ThingSpeak cloud) for data storage and implementation of Blockchain to keep the system secured and theft free. KEY WORDS: Int ernet of thin gs (IOT), Image proc essin g, Thin gSpeak, RG B vavalues, Mean pi xel vavalues, Bloc kchain , Hash key. Disease Diagnostic System: Abnormalities in Human Nail [O] . Pranav S. Wazarkar 2020

机译：摘要的各个身体部位或器官可被分析以识别在人体内的不同的疾病。指甲分析来识别人体疾病的方法之一。指甲是身体一部分是离心脏最远，因此在最后接受氧气。作为结果，指甲是第一谁表现出人体疾病的症状。指甲可以容易地捕获用于诊断和没有重装或需要使用指甲图像用于疾病诊断，比如在其他测试和扫描过程没有特定的条件。人的指甲提供有关投诉或取决于它们的形状，纹理和色彩在人体内的任何营养失衡有益的信息。在人类中，许多全身性皮肤疾病是可以很容易地通过两个四肢指甲的仔细检查分析。很多指甲病已发现众多潜在系统性疾病的主要症状。在指甲的颜色，质地和形状的变化是许多疾病主要影响指甲的迹象。考虑到所有的指甲的这些性能的系统被提出，用于识别人指甲这样的变化以获得更精确的结果，并毫不费力预测许多疾病用途的数字图像处理（DIP）方法。随着物联网（IOT）的概念，新兴的互联网将生成的报告提供远程，这将帮助用户降低运输工作。由于系统必须处理大量的私人数据，数据的安全性必须得到保证。为了保持数据的机密性，使用Blockchain的概念，它是在数据管理领域的大多数新兴的概念之一。本文包含了数字图像处理的指甲图像，IOT（ThingSpeak云）的使用为数据存储和执行Blockchain的特征提取的执行，以保持固定的系统和盗窃免费。关键词：诠释薄GS（IOT），图像的ERNET PROC essin克，薄型gSpeak，RG乙vavalues，平均数PI XEL vavalues，阵营kchain，哈希密钥。疾病诊断系统：在人类指甲异常
8. Flood Management Enhancement Using Remotely Sensed Data: Flood Management Prototype System Design Concept [R] . Romanowski, Gregory J., Hodges, Gregory A. 1996

机译：使用遥感数据的洪水管理增强：洪水管理原型系统设计概念

A remote sensing data management system for sea area usage management in China

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