为准确地绘制中国的潮平面地图,开发一个新的索引与时间序列Sentinel-2
Ying Chen1, Jinyan Tian2, Jie Song1
1Beijing Laboratory of Water Resources Security, Capital Normal University, Beijing, China.
The Science of the total environment
|December 15, 2024
概括
一个新的索引准确地绘制了中国的潮平面,区分它们和水. 这增强了生物多样性保护的努力,提供了关于这些关键沿海息地的精确数据.
科学领域:
- 沿海生态 沿海生态
- 遥感 遥感 遥感 遥感
- 地理信息系统 地理信息系统
背景情况:
- 潮平地是重要的沿海息地,支持生物多样性.
- 准确地绘制潮平面的地图对于保护至关重要.
- 将潮平面与水体区分开来是一个持续的遥感挑战,因为它们具有类似的光谱特征.
研究的目的:
- 为准确地绘制潮平面开发一种新的索引.
- 使用遥感数据,区分潮平面与水体.
- 为2020年创建一个高分辨率的中国潮平地图 (TFMC).
主要方法:
- 潮平原水区差异指数 (TWDI) 的发展.
- 使用时间序列的Sentinel-2卫星图像.
- 使用谷歌地球引擎 (GEE) 处理数据.
主要成果:
- 在TWDI有效地区分潮平面和的水体.
- 生成的中国潮平原地图 (TFMC) 实现了0.97的整体准确度和F1分数.
- 中国的潮平面总面积计算为9195.80平方公里,江苏省拥有最大的面积.
结论:
- TWDI为潮平面绘制提供了一个强大的解决方案,特别是在的条件下.
- TFMC地图为沿海湿地保护和可持续发展提供了必要的数据.
- 这项研究解决了将水错误分类为潮平面的关键问题,改善了生态监测.
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