基于谷歌地球引擎的远程感测生态宜居性指数的研究:乌鲁木齐-长治-石河西城市集群的案例研究
Mianwei Chen1,2, Tianxing Wang1,2, Yunqing Liu1,2
1School of Resources and Environment, Yili Normal University, Yining, Xinjiang, China.
PeerJ
|September 3, 2024
概括
新疆乌鲁木齐-长治-石河西城市群的生态宜居性正在下降,这是由于快速的城市化和工业化. 这种趋势威胁到该地区的自然资源和可持续发展.
科学领域:
- 环境科学 环境科学
- 城市规划 城市规划
- 遥感 遥感 遥感 遥感
背景情况:
- 新疆的乌鲁木齐-长治-石河西 (U-Chang-Shi) 城市集群面临着城市化,工业化和气候变化的生态威胁.
- 在过去的二十年里,该地区的快速发展影响了该地区的自然资源和生态宜居性.
研究的目的:
- 从2000年到2020年全面评估U-Chang-Shi城市集群的生态宜居性.
- 开发和应用远程传感生态生存指数 (RSELI) 进行客观评估.
主要方法:
- 使用了谷歌地球引擎 (GEE) 平台.
- 采用多个来源的遥感数据进行分析.
- 开发并应用了遥感生态生存指数 (RSELI).
主要成果:
- 总体而言,生态宜居性呈现下降趋势,尽管每年有所改善.
- 土地利用变化,包括城市扩张和农业/工业增长,已经退化了绿地和水体.
- 地形特征,由于过度开发而导致的水资源短缺以及脆弱的沙漠环境,导致生态宜居性不佳.
结论:
- 快速的城市化和工业化对U-Chang-Shi地区的生态环境施加了巨大的压力.
- 可持续发展需要解决土地利用变化,水资源管理和区域地形挑战.
- 这些发现为U-Chang-Shi城市集群的未来发展和生态改善战略提供了科学基础.
相关概念视频
Selected Data About Geographic Locations
27
Geographic Information Systems (GIS) rely on two core types of data: spatial data and attribute data.Spatial DataSpatial data defines the physical location of features within a coordinate system, typically expressed in terms of latitude and longitude. It provides precise positioning for elements like roads, rivers, or buildings.Attribute DataAttribute data complements spatial data by adding descriptive information about these features. For example, a road's spatial data includes its start and...
27
Thematic Layering in GIS
35
In the past, planning projects such as schools or public facilities required extensive manual effort to gather and compile data. Information such as property boundaries, soil characteristics, road networks, zoning regulations, and flood zones had to be sourced individually from courthouses, utility providers, and registry offices. Assembling these datasets into a coherent format often took several months, delaying project timelines.The introduction of Geographic Information Systems (GIS)...
35
Manipulation and Analysis
23
GIS manipulation and analysis functions are vital for decision-making and planning. These activities range from data retrieval tasks, such as selecting information based on specific criteria, to advanced analytical techniques that address complex spatial problems.One critical GIS analysis method is overlaying, which combines multiple data layers to examine impacts. For example, overlaying a river-dammed lake boundary with road networks can identify affected infrastructure. Another common...
23
GIS Software, Hardware, and Sources of GIS Data
48
A Geographic Information System (GIS) combines specialized software and hardware to effectively manage, analyze, and present spatial and related data. GIS software includes critical functionalities such as a user interface for easy navigation, database management tools for handling spatial and attribute data, and data retrieval features for efficient access. Analytical tools transform raw data into insights, while display functions produce maps and reports in various formats for effective...
48
Levels of Use of a GIS
46
Geographic Information Systems (GIS) operate across three levels of application, each representing an increasing degree of complexity: data management, analysis, and prediction. These levels reflect the expanding functionality and versatility of GIS technology in handling spatial data for diverse purposes.Data ManagementAt its foundational level, GIS serves as a tool for data management, enabling the input, storage, retrieval, and organization of spatial data. This level is often employed in...
46
Introduction to GIS
60
Geographic Information Systems (GIS) are tools for storing, analyzing, and displaying spatial data alongside related attributes. Unlike traditional information systems that address general queries, GIS incorporates spatial components, enabling users to answer "where" and "how far." For example, GIS can process housing data linked to geographic locations like zip codes, allowing insights into population density or housing distribution through thematic maps.GIS integrates technologies such as...
60


