在西藏高原上分布的水体的高分辨率数据集
Zhengchao Chen1, Linan Guo2,3, Yanhong Wu2,4
1State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, 100094, China.
Scientific data
|May 4, 2024
概括
这项研究使用高分辨率卫星数据绘制了西藏高原水体的地图. 新的数据集揭示了水体的模式及其与气候变化影响的关系.
科学领域:
- 地球科学 地球科学 地球科学
- 环境科学 环境科学
- 遥感 遥感 遥感 遥感
背景情况:
- 水体 (WB) 地图绘制对于水资源管理至关重要.
- 以前对西藏高原水体的研究受到空间分辨率的限制,专注于更大的特征.
- 阿尔卑斯山的湖泊系统,就像西藏高原的湖泊系统一样,是环境变化的敏感指标.
研究的目的:
- 创建2020年西藏高原水体的高分辨率 (2米) 数据集.
- 分析这些水体的形态和景观指数.
- 评估空间分辨率对水体提取的影响,并填补现有的数据缺口,特别是对于较小的水体.
主要方法:
- 利用高芬-1卫星数据绘制地图.
- 采用Swin-UNet模型来提取水体,达到98%的整体精度.
- 计算了水体的形态指数和景观指数.
主要成果:
- 生成了2020年西藏高原水体的2米分辨率地图.
- 总水体面积计算为56354.6平方公里.
- 水体的丰富度遵循了经典的功率缩放定律,与全球模式一致.
结论:
- 高分辨率数据集为西藏高原水体分布和特征提供了宝贵的见解.
- 这些发现强调了空间分辨率在准确地绘制水资源,特别是较小水体的地图中的重要性.
- 这一数据集对于了解气候变化对阿尔卑斯山地区水资源的影响至关重要.
相关概念视频
Plotting of Topographic Maps
44
Topographic maps represent the Earth's surface features using contour lines, which connect points of equal elevation to create a two-dimensional representation of three-dimensional terrain. Creating a topographic map requires a systematic approach.Begin by plotting a scaled grid and marking intersections corresponding to the survey's elevation data points. Assign elevation values at these intersections to build the base map. Next, determine contour levels using a consistent contour interval,...
44
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
Topographic Surveying and Contours
90
Topographic surveying is critical for documenting the Earth's surface, focusing on capturing elevations, slopes, and natural and man-made features. It is essential in construction planning, water resource management, and land-use analysis. The primary outcome of such surveys is a topographic map, which uses contour lines to visually represent the shape and slope of the terrain, providing valuable insights into the landscape's characteristics.Contour lines are fundamental to understanding the...
90


