1990-2021年蒙古高原雨季年度水体数据集

Yan Wang, Shuai Liu, Lisha Qiu, Wei Shan
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引用次数: 0

摘要

蒙古高原生态系统脆弱,土地荒漠化严重。作为亚洲主要的气候变化敏感区之一,研究水资源的时空变化具有重要价值。为了制作该数据集,我们使用谷歌地球引擎(GEE)平台处理了过去32年(1990-2021)中可用的高质量陆地卫星系列卫星图像。使用最小云量合成算法,我们获得了每年雨季(6月至9月)的最小云量图像。在计算NDWI后,我们进一步使用OTSU算法进行阈值分割,提取了32年来蒙古高原丰水期30米分辨率的年水体数据。最终数据结果以GeoTIFF格式保存。通过比较,该数据集与JRC年水体数据在永久水体和最大水体的平均一致性分别为93.0%和90.9%,表明该数据集具有较高的可靠性。该数据集可为蒙古高原水资源变化、生态建设规划、环境保护等提供数据支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A dataset of the annual water bodies in wet seasons on the Mongolian Plateau during 1990–2021
The Mongolian Plateau is characteristic of fragile ecosystem and serious land desertification. As one of the main climate-varied sensitive regions in Asia, it is of great value for the study on temporal and spatial changes of water resources. For the production of this dataset, we used Google Earth engine (GEE) platform to process the high–quality Landsat series satellite images available in the past 32 years (1990–2021). Using the minimum cloud amount synthesis algorithm, we obtained the minimum cloud amount images in the wet season (from June to September) of each year. After calculating NDWI, we further used the OTSU algorithm for threshold segmentation, and extracted the yearly water body data with 30m resolution on the Mongolian Plateau in the wet season for 32 years. The final data results are saved in GeoTIFF format. Through comparison, the average consistency between this dataset and the JRC annual water body data in both permanent water body and maximum water body is 93.0% and 90.9% respectively, which indicates the high reliability of this dataset. The dataset can provide data support for water resource changes, ecological construction planning, environmental protection, etc. on the Mongolian Plateau.
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