中国农业气象 ›› 2025, Vol. 46 ›› Issue (6): 796-807.doi: 10.3969/j.issn.1000-6362.2025.06.005

• 农业生态环境栏目 • 上一篇    下一篇

基于FLUS-InVEST模型的石羊河流域水源涵养量估算及影响因子分析

侯慧敏,任志伟,王万祯   

  1. 1.兰州理工大学能源与动力工程学院,兰州 730050;2.甘肃省水利厅石羊河流域水资源利用中心,武威 733000
  • 收稿日期:2024-07-20 出版日期:2025-06-20 发布日期:2025-06-19
  • 作者简介:侯慧敏,副教授,研究方向为水资源保护,E-mail:45446281@qq.com
  • 基金资助:
    甘肃省水利科研与计划项目(22GSLK036;22GSLK037;23GSLK044;23GSLK045;23GSLK046)

Estimation of Water Conservation and Analysis of Influencing Factors in Shiyang River Basin Based on FLUS-InVEST Model

HOU Hui-min, REN Zhi-wei, WANG Wan-zhen   

  1. 1.School of Energy and Power Engineering, Lanzhou University of Technology, Lanzhou 730050, China; 2. Water Resources Utilization Center of Shiyang River Basin, Water Resources Department, Wuwei 733000
  • Received:2024-07-20 Online:2025-06-20 Published:2025-06-19

摘要:

基于土地利用数据、气象数据和土壤类型空间等多源数据,利用FLUS模型预估2035年自然发展、生态保护以及耕地保护情景下石羊河流域土地利用空间格局变化,并耦合InVEST模型模拟3种情景下的水源涵养量。对比2020年石羊河流域水源涵养量,深入探究3种情景下该流域水源涵养量时空分布规律及影响因素,以期解决水资源管理不规范等问题。结果表明:(12035年自然发展、生态保护以及耕地保护情景下石羊河流域水源涵养量预估分别为5.28×108m3、5.25×108m3和5.33×108m3。(2)从不同县级行政区分析,2035年自然发展、生态保护以及耕地保护情景下肃南裕固族自治县的水源涵养量较2020年增长量最大,分别增长24.53%27.03%24.55%。古浪县水源涵养量较2020年分别下降30.74%15.38%29.72%。从不同土地利用类型分析,2035年自然发展、生态保护以及耕地保护情景下石羊河流域的水源涵养总量表现为草地>未利用地>森林>农田>灌木>建设用地。(3)年平均气温是影响2020年石羊河流域水源涵养量空间分异主导因素,年平均气温与NDVI交互作用解释力最强,达0.76。社会因子(年末总人口、GDP)与自然因子(平均气温、数字高程、降水量和坡度)交互作用呈双因子增强效果。

关键词: 水源涵养量, InVEST模型, FLUS模型, 地理探测器

Abstract:

Based on multi−source data such as land use data, meteorological data and soil type space, this study used the FLUS model to estimate the spatial pattern change of land use in the Shiyang river basin under the scenarios of natural development, ecological protection and cultivated land protection in 2035, and coupled with the InVEST model to simulate the water conservation under the three scenarios. Compared with the water conservation in the Shiyang river basin in 2020, the spatial and temporal distribution and influencing factors of water conservation in the Shiyang river basin under the three scenarios were deeply explored, in order to solve the problems of non−standard water resources management. The results showed that: (1) the projected water conservation Shiyang river basin under the scenarios of natural development, ecological protection, and cultivated land protection in 2035 would be 5.25×108m3, 5.28×108m3 and 5.33×108m3, respectively. (2) According to the analysis of different county−level administrative regions, the water conservation capacity of Sunan county in 2035 would increase the most under the scenarios of natural development, ecological protection and cultivated land protection, with an increase of 24.53%, 27.03% and 24.55%, respectively. Gulang county's water capacity would be reduced by 30.74%, 15.38% and 29.72% compared with 2020. According to the analysis of different land use types, the total water conservation in the Shiyang river basin under the scenarios of natural development, ecological protection and cultivated land protection in 2035 would be as follows: grassland>unused land>forest>farmland>shrub>construction land. (3) The average temperature in 2020 was the leading factor that affects the water sources of the Shiyang river basin. The average temperature had the strongest interpretation of the interaction with the NDVI, reaching 0.764. Social factor total population, GDP and natural factor (average temperature, digital high, precipitation and slope) interaction were enhanced by dual−factor.

Key words: Water conservation capacity, InVEST model, FLUS model, Geography detector