长江科学院院报 ›› 2022, Vol. 39 ›› Issue (8): 126-132.DOI: 10.11988/ckyyb.20210354

• 信息技术应用 • 上一篇    下一篇

盐湖流域空-天-地立体监测系统结合VIC模型径流模拟初探

李琳1,2, 文雄飞1,2, 谭德宝3, 王莹1,2, 刘希胜4, 王岗4   

  1. 1.长江科学院 空间信息技术应用研究所,武汉 430010;
    2.武汉市智慧流域工程技术研究中心,武汉 430010;
    3.长江水利委员会长江科学院,武汉 430010;
    4.青海省水文水资源测报中心,西宁 810001
  • 收稿日期:2021-04-15 修回日期:2021-08-03 出版日期:2022-08-01 发布日期:2022-08-26
  • 通讯作者: 文雄飞(1984-),男,湖北仙桃人,正高级工程师,博士,主要从事水利遥感研究。E-mail:xfwen19@163.com
  • 作者简介:李 琳(1997-),女,黑龙江穆棱人,硕士研究生,从事水利遥感研究。E-mail:1109133700@qq.com
  • 基金资助:
    青海省科技厅项目(2020-SF-151);中央级科研院所基本科研业务费项目(CKSF2021485,CKSF2021743)

A Preliminary Study on Runoff Simulation of Salt Lake Basin with the Air-Space-Ground Stereoscopic Monitoring System and VIC Model

LI Lin1,2, WEN Xiong-fei1,2, TAN De-bao3, WANG Ying1,2, LIU Xi-sheng4, WANG Gang4   

  1. 1. Spatial Information Technology Application Department,Yangtze River Scientific Research Institute,Wuhan 430010,China;
    2. Wuhan Smart Watershed Engineering Technology Research Center,Wuhan 430010,China;
    3. Yangtze River Scientific Research Institute,Wuhan 430010,China;
    4. Hydrology and Water Resources Prediction Center of Qinghai Province,Xining 810001,China
  • Received:2021-04-15 Revised:2021-08-03 Published:2022-08-01 Online:2022-08-26

摘要: 盐湖流域属于无资料地区且基础资料稀缺,使用传统方法开展水文模拟存在困难。为了研究盐湖流域生态环境、水文气象等变化,综合利用卫星遥感、无人船等技术,建立盐湖流域空-天-地立体监测系统,构建盐湖水位-面积-容积关系曲线,并通过月尺度遥感数据解译了盐湖月尺度湖泊面积,推算了盐湖蓄变量和盐湖入湖月尺度径流量。通过收集并整理中国区域地面气象要素驱动数据集CMFD和MODIS LAI叶面积指数等数据,构建了基于多源数据的VIC模型,开展盐湖流域湖泊径流模拟研究。结果表明,盐湖流域径流模拟纳什系数NSE和相对误差分别为 0.87和11.81%,表现出实际径流的丰枯变化情况。盐湖流域空-天-地立体监测系统结合VIC模型能够模拟盐湖流域的月尺度径流变化过程,对无资料区域河湖水文模拟具有一定参考意义。

关键词: 盐湖流域, 空-天-地立体监测, VIC模型, 径流模拟, 遥感解译, 水文模拟

Abstract: Hydrological simulation for the Salt Lake basin encounters many difficulties by using traditional methods due to the lack of basic data.An air-space-ground stereoscopic monitoring system for the Salt Lake was established using satellite remote sensing technology,unmanned ships and other technologies to study the changes of ecological environment and hydrometeorology.The water level-area-volume relationship curve was obtained,the monthly-scale lake area was interpreted through monthly remote sensing data,and the storage variable as well as the monthly-scale runoff into the lake were deduced.Furthermore,a VIC(Variable Infiltration Capacity)model based on multi-source data was constructed to simulate the lake runoff by collecting and sorting out the Chinese regional ground meteorological element-driven data set CMFD and MODIS LAI(leaf area index).Results reveal that the Nash coefficient NSE and relative error of the simulated runoff of the Salt Lake basin are 0.87 and 11.81%,respectively,which reflects the change of the actual runoff.The air-space-ground stereo monitoring system combined with the VIC model could simulate the monthly-scale runoff change process of the Salt Lake basin,and hence offering reference for the hydrological simulation of rivers and lakes in areas with no data.

Key words: Salt Lake basin, air-space-ground stereoscopic monitoring, VIC model, runoff simulation, remote sensing interpretation, hydrological simulation

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