Special Forum on Ecosystem Assessment
DING Jian-li, GE Xiang-yu, WANG Jing-zhe
Remote sensing data can provide long-term sequences for replenishing wetlands in changing environments under the context of scarce data. The accurate identification of wetland systems in arid regions is important to the comprehensive regulation and feedback mechanism of water and soil resources. However, we lack long-term data accumulation in the national wetlands in the context of the complex underlying surface of the Belt and Road region. In this study, random forest (RF) classification model was used to map the spatial distribution pattern of the typical terminal lake wetland in the arid regions over the past 30 years. Through the accurate wetland mapping, the spatial conversion rule of the wetland landscape is calculated, and the spatial connectivity of the wetland landscape is determined. We present the results of a high-precision classification study conducted in the Ebinur Lake National Wetland Reserve (Kappa coefficient is greater than 0.9). The spatial and temporal changes in the Ebinur Lake wetland during 1991-2017 was extremely significant, especially in different seasons of the year. From 1991 to 2017, the total area of wetlands, rivers, lakes, constructed wetlands, and salt marshes increased by 425.06 km2, 47.97 km2, 233.95 km2, 48.74 km2, and 109.41 km2, respecctively, while the total area of marshes decreased by 15.01 km2. The annual change in salt marsh conversion is the largest, and the lake wetlands were shrinking gradually from spring to autumn, mainly into swampy wetlands. In addition, the ideal spatial connectivity of Ebinur wetland is listed in the order of spring > summer > autumn. The connectivity between lake wetlands, marsh wetlands and non-wetlands is better than that of other types of wetlands. The connectivity of wetland landscapes depends on the wetland patches with larger areas. To a certain extent, this research compensates the basic wetland data in the scarce data area, and provides a typical demonstration for the long-term mechanism of ecological water replenishment in the Belt and Road region.