基于FLUS-InVEST模型的石羊河流域水土资源空间匹配评价

侯慧敏, 王辉, 王鹏全, 曹进军

raybet体育在线 院报 ›› 2025, Vol. 42 ›› Issue (7) : 42-51.

PDF(8584 KB)
PDF(8584 KB)
raybet体育在线 院报 ›› 2025, Vol. 42 ›› Issue (7) : 42-51. DOI: 10.11988/ckyyb.20240561
水资源

基于FLUS-InVEST模型的石羊河流域水土资源空间匹配评价

作者信息 +

Evaluation of Spatial Matching Between Water and Soil Resources in Shiyang River Basin Based on FLUS-InVEST Model

Author information +
文章历史 +

摘要

探究未来不同情景土地利用变化下农业水土资源空间分布及匹配状况,为流域尺度农业可持续发展规划和决策提供支持。利用FLUS模型预测不同情景下2035年石羊河流域土地利用空间格局变化,采用InVEST模型模拟产水量,评价石羊河流域农业水土资源时空匹配关系。结果表明:石羊河流域水土资源匹配格局整体呈现出西部优于东部,基尼系数介于0.2~0.3之间,未来表现出略微上升趋势,但仍处于比较均衡状态。石羊河流域2035年不同情景下平均水土资源匹配系数为797 m3/hm2,2020年水土资源匹配系数为640 m3/hm2,整体趋势向好。研究成果可为石羊河流域农业水土资源均衡管理提供参考依据。

Abstract

[Objective] Taking the Shiyang River Basin, a typical arid inland river basin, as the study area, this study aims to explore the spatial distribution and matching patterns of agricultural water and soil resources under different scenarios of future land use change, identify the supply-demand imbalance and its causes in the river basin, and provide support for the planning and decision-making of sustainable agricultural development at the river basin scale. [Methods] Using the FLUS model, this study simulated the spatial patterns of land use of the Shiyang River Basin in 2035 under three scenarios: cropland protection, natural development, and ecological conservation. By introducing the agricultural water and soil resource equivalent coefficient, this study established a matching assessment model for future agricultural water and soil resources in the Shiyang River Basin. Combined with the water yield module of the InVEST model, this study predicted spatiotemporal variations in water yield under three scenarios in 2035 and evaluated the spatiotemporal matching relationships of agricultural water and soil resources in the Shiyang River Basin. [Results] (1) All seven county-level administrative regions in the Shiyang River Basin showed varying degrees of severe water shortage, indicating an overall imbalance in agricultural water and soil resources, with water supply unable to meet the demand of cropland-based agricultural production. (2) The spatial pattern of water and soil resource matching in the Shiyang River Basin was generally better in the west than in the east of the basin. The Gini coefficient ranged from 0.2 to 0.3, showing a slightly increasing trend but still indicating a relatively balanced condition. The average water and soil resource matching coefficient was projected to be 797 m3/hm2 in 2035 under different scenarios, compared to 640 m3/hm2 in 2020, showing an overall improvement. (3) Although water yield increased to some extent within each county-level region under different scenarios in 2035, the imbalance in actual water utilization and distribution continued to deepen over time. The continuous expansion of cropland under the natural development and cropland protection scenarios made it more difficult to balance the supply and demand of agricultural water and soil resources in Gulang County, Minqin County, and Liangzhou District. [Conclusion] For regions with poor balance between precipitation and evaporation, such as Liangzhou District, a typical resource-based water-scarce region, it is recommended to alleviate water shortage through interregional water transfer and the introduction of external water sources. In regions where agricultural development is dominant, it is advisable to accelerate agricultural modernization, reduce water consumption per hectare, and adjust crop structures. For regions with poor matching between water and soil resources, such as Minqin County, where both resource-based and engineering-related water scarcity coexist, it is proposed to address the imbalance through interregional water diversion and transfer, systematically improving the efficiency of water resource development and utilization.

关键词

水土资源匹配 / FLUS模型 / InVEST模型 / 基尼系数 / 石羊河流域

Key words

water and soil resource matching / FLUS model / InVEST model / Gini coefficient / Shiyang River Basin

引用本文

导出引用
侯慧敏, 王辉, 王鹏全, . 基于FLUS-InVEST模型的石羊河流域水土资源空间匹配评价[J]. raybet体育在线 院报. 2025, 42(7): 42-51 https://doi.org/10.11988/ckyyb.20240561
HOU Hui-min, WANG Hui, WANG Peng-quan, et al. Evaluation of Spatial Matching Between Water and Soil Resources in Shiyang River Basin Based on FLUS-InVEST Model[J]. Journal of Changjiang River Scientific Research Institute. 2025, 42(7): 42-51 https://doi.org/10.11988/ckyyb.20240561
中图分类号: TV213.4 (水利资源的管理、保护与改造)   

参考文献

[1]
王薇, 吕宁江, 王昕, 等. 黄河三角洲水土资源空间匹配格局探析[J]. 水资源与水工程学报, 2014, 25(2): 66-70.
(WANG Wei, Ning-jiang, WANG Xin, et al. Study on Spatial Matching Pattern of Water and Soil Resources in Yellow River Delta[J]. Journal of Water Resources and Water Engineering, 2014, 25(2): 66-70.(in Chinese))
[2]
郑久瑜, 赵西宁, 操信春, 等. 河套灌区农业水土资源时空匹配格局研究[J]. 水土保持研究, 2015, 22(3):132-136.
(ZHENG Jiu-yu, ZHAO Xi-ning, CAO Xin-chun, et al. Study on Spatiotemporal Matching Pattern of Agricultural Water and Land Resources in Hetao Irrigation District[J]. Research of Soil and Water Conservation, 2015, 22(3):132-136.(in Chinese))
[3]
李慧, 周维博, 庄妍, 等. 延安市农业水土资源匹配及承载力[J]. 农业工程学报, 2016, 32(5):156-162.
(LI Hui, ZHOU Wei-bo, ZHUANG Yan, et al. Agricultural Water and Soil Resources Matching Patterns and Carrying Capacity in Yan’an City[J]. Transactions of the Chinese Society of Agricultural Engineering, 2016, 32(5): 156-162.(in Chinese))
[4]
姜秋香, 付强, 王子龙, 等. 三江平原水土资源空间匹配格局[J]. 自然资源学报, 2011, 26(2): 270-277.
(JIANG Qiu-xiang, FU Qiang, WANG Zi-long, et al. Spatial Matching Patterns of Land and Water Resources in Sanjiang Plain[J]. Journal of Natural Resources, 2011, 26(2): 270-277.(in Chinese))
Sanjiang Plain is an important commodity grain production base in China and the spatial matching patterns of land and water resources in the plain hold the balance of regional food security. In the last few years, the quantity, quality and spatial matching status of land and water resources in Sanjiang Plain have changed obviously, owing to the significant increase of rice planting area in the plain. Thus, for the purpose of evaluating the current spatial matching situation of the land and water resources in Sanjiang Plain correctly, the spatial distribution pattern of the land and water resources was analyzed first of all, next the available water resources were introduced into the study as the characteristic parameter of water resources quantity, and then a measure model for matching patterns of regional land and water resources was constructed from the angle that the available water resources matched the arable land resources. Finally, the matching degree was graded. The results indicated that land and water resources in Sanjiang Plain since 2000 showed a situation on the whole that land resources were abundant while water resources were deficient, and the spatial distribution patterns of the two resources exhibited an obvious dislocation phenomenon, which was no longer the known situation that land and water resources in the plain were plentiful and matching. The matching coefficient of land and water resources in Sanjiang Plain was 0.35×104m3/hm2 in 2008, which was far below the national average in the same period (0.56×104 m3/hm2), indicating a poor matching state. In addition, the matching degree of land and water resources had distinct spatial diversity and presented an overall pattern that south and north better than east and west, marginal land better than hinterland, forest zone better than agricultural zone, mountain area better than plain area. Against the characteristics (poor spatial matching degree and distinct regional diversity) of land and water resources in Sanjiang Plain, while constructing water conservancy works, optimum distributing of land and water resources should be conducted simultaneously to increase their spatial matching degree and to guarantee food security of the plain.
[5]
杨剑, 丁玲玲, 李新尧, 等. 基于熵权TOPSIS的湖北省农业水土资源承载力时空动态研究[J]. 土壤, 2019, 51(6): 1246-1252.
(YANG Jian, DING Ling-ling, LI Xin-yao, et al. Study on Temporal-spatial Dynamics of Carrying Capacity of Agricultural Water and Soil Resources(CCAWSR) in Hubei Province Based on Entropy-weight TOPSIS[J]. Soils, 2019, 51(6): 1246-1252.(in Chinese))
[6]
侯淑涛, 袁伟豪, 陈建龙, 等. 黑龙江省农业水土资源匹配格局与区域调控[J]. 水土保持通报, 2022, 42(1):150-157,165.
(HOU Shu-tao, YUAN Wei-hao, CHEN Jian-long, et al. Matching Pattern and Regional Regulation of Agricultural Water and Land Resources in Heilongjiang Province[J]. Bulletin of Soil and Water Conservation, 2022, 42(1): 150-157, 165.(in Chinese))
[7]
刘统兵, 方瑜, 黄峰, 等. 中国广义农业水土资源匹配及利用状况动态评价[J]. 农业工程学报, 2023, 39(10): 56-65.
(LIU Tong-bing, FANG Yu, HUANG Feng, et al. Dynamic Evaluation of the Matching Degree and Utilization Condition of Generalized Agricultural Water and Arable Land Resources in China[J]. Transactions of the Chinese Society of Agricultural Engineering, 2023, 39(10): 56-65.(in Chinese))
[8]
HIRPA B A, ADANE G B, ROH M, et al. Blue-green Water Resource Availability Dynamics in the Upper Awash Basin, Central Ethiopia: Implications for Agricultural Water Scarcity Assessment[J]. Geocarto International, 2023, 38(1): 2252767.
[9]
闫英杰, 周宏飞, 朱薇, 等. 未来气候变化情景下中亚雨养农业区水土资源匹配格局[J]. 干旱地区农业研究, 2021, 39(3): 184-193.
(YAN Ying-jie, ZHOU Hong-fei, ZHU Wei, et al. Matching Patterns of Water and Land Resources in the Rain-fed Agricultural Region of Central Asia under Future Climate Change Scenarios[J]. Agricultural Research in the Arid Areas, 2021, 39(3): 184-193.(in Chinese))
[10]
许澳康, 胡梦珺, 石晶, 等. 基于PLUS-InVEST模型的石羊河流域生态系统碳储量时空变化及多情景模拟[J/OL]. 中国环境科学(2023-12-12)[2024-05-27].
(XU Ao-kang, HU Meng-jun, SHI Jing, et al. Temporal and Spatial Changes of Ecosystem Carbon Storage and Multi-scenario Simulation in Shiyang River Basin Based on PLUS-InVEST Model[J/OL]. Chinese Journal of Environmental Sciences(2023-12-12)[2024-05-27].(in Chinese))
[11]
耿庆玲. 西北旱区农业水土资源利用分区及其匹配特征研究[D]. 北京: 中国科学院研究生院(教育部水土保持与生态环境研究中心), 2014.
(GENG Qing-ling. Research on Zoning of Agricultural Water and Land Resources Utilization and Their Matching Characteristics in Arid Areas of Northwest of China[D]. Beijing: Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, 2014.(in Chinese))
[12]
李建芳, 粟晓玲, 王素芬. 基于基尼系数的内陆河流域用水公平性评价: 以石羊河流域为例[J]. 西北农林科技大学学报(自然科学版), 2010, 38(8): 217-222.
(LI Jian-fang, SU Xiao-ling, WANG Su-fen. Evaluating the Fairness of Water Use Based on the Gini Coefficient in Inland River Basins—A Case Study on Shiyang River Basin[J]. Journal of Northwest A & F University (Natural Science Edition), 2010, 38(8): 217-222.(in Chinese))
[13]
李晓燕, 郝晋珉, 陈爱琪. 山东省农业水土资源时空匹配格局及评价研究[J]. 中国农业大学学报, 2020, 25(11):1-11.
(LI Xiao-yan, HAO Jin-min, CHEN Ai-qi. Time-space Matching Pattern and Evaluation of Agricultural Water and Soil Resources in Shandong Province[J]. Journal of China Agricultural University, 2020, 25(11): 1-11.(in Chinese))
[14]
王悦, 蒋志辉, 褚家琦, 等. 塔里木河流域农业水土资源时空匹配关系研究[J]. 农业资源与环境学报, 2024, 41(2): 360-370.
(WANG Yue, JIANG Zhi-hui, CHU Jia-qi, et al. Study on the Spatiotemporal Matching Relationship of Agricultural Water and Land Resources in the Tarim River Basin[J]. Journal of Agricultural Resources and Environment, 2024, 41(2): 360-370.(in Chinese))
[15]
许继军, 曾子悦. 适应高质量发展的南水北调工程水资源配置思路与对策建议[J]. raybet体育在线 院报, 2021, 38(10): 27-32, 39.
摘要
南水北调工程是迄今为止我国最重要的水资源配置战略工程,已建成的东线、中线一期工程开始发挥巨大的经济、社会和生态效益。新时期国家发展战略、生态文明建设与经济社会高质量发展对南水北调工程建设与发展提出了更高要求。通过分析总结已建工程主要成效及面临的挑战,探讨适应新时期高质量发展和生态文明建设的南水北调工程水资源配置思路,并提出进一步发挥东线、中线工程生态环境效益的对策,以及西线工程调水线路论证方案建议。研究成果对南水北调工程的后续工程建设和研究有一定参考价值。
(XU Ji-jun, ZENG Zi-yue. Towards High-quality Development: Ideas, Strategies and Suggestions for Water Resources Allocation of the South-to-north Water Diversion Project[J]. Journal of Yangtze River Scientific Research Institute, 2021, 38(10): 27-32, 39.(in Chinese))
As the most important water resources allocation project in China, the South-to-North Water Diversion Project has been bringing great economic, social and ecological benefits to China via the First Phase of its Middle and East Routes. In the new era, the national development strategy, high-quality development and ecological civilization construction have posed higher requirements for the construction and development of the South-to-North Water Diversion Project. We analyzed and summarized the major achievements of and challenges as faced with the project, and discussed the ideas of water resources allocation which adapt to high-quality development and ecological civilization construction. Last but not the least, we put forward measures to boost the ecological benefits of the Middle and East Routes and suggestions of scheme comparison for the West Route.

基金

甘肃省水利技术推广项目(23GSLK044)
甘肃省水利技术推广项目(22GSLK036)
甘肃省水利技术推广项目(22GSLK037)
甘肃省水利技术推广项目(23GSLK045)
甘肃省水利技术推广项目(23GSLK046)

编辑: 罗娟
PDF(8584 KB)

Accesses

Citation

Detail

段落导航
相关文章

/

Baidu
map