基于SWAT-FLUS的采煤沉陷区水文过程情景模拟

潘莹; 韩瑞; 张银; 张劲; 易齐涛; 李若男

doi:10.13205/j.hjgc.202206034

基于SWAT-FLUS的采煤沉陷区水文过程情景模拟

doi: 10.13205/j.hjgc.202206034

潘莹¹,
韩瑞²,
张银³,
张劲⁴,
易齐涛⁴,
李若男^5, ,

1. 河海大学水文水资源学院, 南京 210098;
2. 中国水利水电科学研究院流域水循环模拟与调控国家重点实验室, 北京 100038;
3. 安徽理工大学地球与环境学院, 安徽淮南 232000;
4. 烟台大学土木工程学院, 山东烟台 264005;
5. 中国科学院生态环境研究中心城市与区域生态国家重点实验室, 北京 100085

基金项目:

国家自然科学基金面上项目"平原高潜水位煤矿开采沉陷对区域生态水文过程的影响及水生态效应"(51579001)

详细信息

作者简介:
潘莹(1995-),女,博士研究生,主要研究方向为生态水文。panying.accom@foxmail.cn.com

通讯作者:
李若男(1982-),女,副研究员,主要研究方向为流域水环境-水生态系统模拟及水资源管理。Rnli@rcees.ac.cn

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出版历程
- 收稿日期: 2021-11-16
- 网络出版日期: 2022-09-01
- 刊出日期: 2022-09-01

SCENARIO STUDY OF HYDROLOGICAL PROCESS IN COAL MINING SUBSIDENCE AREA BASED ON SWAT-FLUS

PAN Ying¹,
HAN Rui²,
ZHANG Yin³,
ZHANG Jin⁴,
YI Qitao⁴,
LI Ruonan^{5
, ,}

1. College of Hydrology and Water Resources, Hohai University, Nanjing 210098, China;
2. State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, China Institute of Water Resources and Hydropower Research, Beijing 100038, China;
3. School of Earth and Environment, Anhui University of Science and Technology, Huainan 232000, China;
4. School of Civil Engineering, Yantai University, Yantai 264005, China;
5. State Key Laboratory of Urban and Regional Ecology, Research Center for Ecological Environment, Chinese Academy of Sciences, Beijing 100085, China

摘要

摘要: 采煤区沉陷不仅会影响地表结构,还会显著改变流域水文循环,从而影响区域水资源供给。以淮南西淝河流域为研究对象,利用SWAT-FLUS集成模型模拟流域水文过程及未来情景。结果表明:1)该集成模型能准确模拟由土地利用变化带来的水文情势演变过程,并用于情景预测。2)对未来不同塌陷速率情景模拟结果显示,各情景下流域蒸散发均呈增加趋势,其中无修复模式主要为水面蒸散增加,2种修复模式主要为陆面蒸散增加;无修复模式增加了流域入渗量,2种修复模式则相反。3)从典型水文年内径流分布来看,无修复模式显著影响了地表径流的年内分布规律及径流峰值,普通修复及生态修复模式则无明显影响。4)从年际间水文变化来看,若无修复措施,流域内水文关系将在2020-2022年发生根本性转变;至2030年,地表径流将减少27.1%,普通修复模式下地表径流将减少2.5%,而生态修复可使流域地表径流增加4.4%。
- 矿区修复 /
- SWAT模型 /
- FLUS模型 /
- 土地利用预测 /
- 水文影响
Abstract: The subsidence of the coal mining area not only affects the surface structure,but also significantly changes the hydrological cycle and the regional water supply of the river basin.In this paper,the Huainan mining area in the Xifei River Basin was selected,and the SWAT-FLUS integrated model was used to simulate the process and future scenarios of the hydrological cycle.The result showed:1) the integrated model could accurately simulate the hydrological process due to land-use changes and be used for scenario prediction.2) for scenarios under different collapse rates in the future,evapotranspiration showed an increasing trend.The'non-restoration'mode increased water surface evapotranspiration,and the other two modes increased the land surface evapotranspiration;besides,the'non-restoration'mode increased the infiltration volume of the watershed,while reduced the others.3) from the perspective of the distribution of runoff in typical hydrological years,the'non-restoration'mode significantly affected the distribution and the peak value of runoff during the year,while the regular-and ecological-restoration modes didn't have such impacts.4) from the perspective of inter-annual influence,if there were no restoration measures,the hydrological pattern within the basin would undergo a dramatic change between 2020 and 2022;by 2030,the surface runoff would be reduced by 27.1% and 2.5% under non-and regular-restoration mode,respectively,but ecological restoration could increase the surface runoff by 4.4%.
- mining area restoration /
- SWAT model /
- FLUS model /
- land use prediction /
- hydrological impact

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参考文献(49)

[1]	APERGIS N, PAYNE J E. The causal dynamics between coal consumption and growth:evidence from emerging market economies[J]. Applied Energy, 2010, 87(6):1972-1977.
[2]	WOLDE-RUFAEL Y. Coal consumption and economic growth revisited[J]. Applied Energy, 2010, 87(1):160-167.
[3]	LIN B Q, LIU J H. Estimating coal production peak and trends of coal imports in China[J]. Energy Policy, 2010, 38(1):512-519.
[4]	LIN J, FRIDLEY D, LU H, et al. Has coal use peaked in China:near-term trends in China's coal consumption[J]. Energy Policy, 2018, 123:208-214.
[5]	LI Z Z, LI R Y M, MALIK M Y, et al. Determinants of carbon emission in China:how good is green investment?[J]. Sustainable Production and Consumption, 2021, 27:392-401.
[6]	FAN T G, YAN J P, WANG S, et al. The environment and the utilization the status of the subsidence area in the Xu Zhou, Yan Zhou and Huainan and Huaibei region of China[J]. AGH Journal of Mining and Geoengineering, 2012, 36(3):127-133.
[7]	宋晓猛,张建云,占车生,等.气候变化和人类活动对水文循环影响研究进展[J].水利学报, 2013, 44(7):779-790.
[8]	GITHUI F, MUTUA F, BAUWENS W. Estimating the impacts of land-cover change on runoff using the soil and water assessment tool (SWAT):case study of Nzoia catchment, Kenya[J]. Hydrological Sciences Journal, 2009, 54(5):899-908.
[9]	WILSON C O, WENG Q H. Simulating the impacts of future land use and climate changes on surface water quality in the Des Plaines River watershed, Chicago Metropolitan Statistical Area, Illinois[J]. Science of the Total Environment, 2011, 409(20):4387-4405.
[10]	ZHANG P, LIU Y H, PAN Y, et al. Land use pattern optimization based on CLUE-S and SWAT models for agricultural non-point source pollution control[J]. Mathematical and Computer Modelling, 2013, 58(3/4):588-595.
[11]	DIXON B, EARLS J. Effects of urbanization on streamflow using SWAT with real and simulated meteorological data[J]. Applied Geography, 2012, 35(1/2):174-190.
[12]	GASSMAN P W, REYES M R, GREEN C H, et al. The soil and water assessment tool:historical development, applications, and future research directions[J]. Transactions of the ASABE, 2007, 50(4):1211-1250.
[13]	王保盛,廖江福,祝薇,等.基于历史情景的FLUS模型邻域权重设置:以闽三角城市群2030年土地利用模拟为例[J].生态学报, 2019, 39(12):4284-4298.
[14]	LIU J, ZHANG L, ZHANG Q P. The development simulation of urban green space system layout based on the land use scenario:a case study of Xuchang city, China[J]. Sustainability, 2019, 12(1):1-19.
[15]	LIU X P, LIANG X, LI X, et al. A future land use simulation model (FLUS) for simulating multiple land use scenarios by coupling human and natural effects[J]. Landscape and Urban Planning, 2017, 168:94-116.
[16]	王旭,马伯文,李丹,等.基于FLUS模型的湖北省生态空间多情景模拟预测[J].自然资源学报, 2020, 35(1):230-242.
[17]	BIAN Z F, INYANG H I, DANIELS J L, et al. Environmental issues from coal mining and their solutions[J]. Mining Science and Technology (China), 2010, 20(2):215-223.
[18]	HOU H P, DING Z Y, ZHANG S L, et al. Spatial estimate of ecological and environmental damage in an underground coal mining area on the Loess Plateau:implications for planning restoration interventions[J]. Journal of Cleaner Production, 2021, 287:125061.
[19]	HU Z Q, XIAO W. Optimization of concurrent mining and reclamation plans for single coal seam:a case study in northern Anhui, China[J]. Environmental Earth Sciences, 2013, 68(5):1247-1254.
[20]	李佳洺,余建辉,张文忠.中国采煤沉陷区空间格局与治理模式[J].自然资源学报, 2019, 34(4):867-880.
[21]	LUAN J K, ZHANG Y Q, TIAN J, et al. Coal mining impacts on catchment runoff[J]. Journal of Hydrology, 2020, 589:125101.
[22]	MA M H, WEN L, HAO S J, et al. A grid-based distributed hydrological model for coal mined-out area[J]. Journal of Hydrology, 2020, 588:124990.
[23]	李慧,陆垂裕,孙青言,等.分布式"河道-沉陷区-地下水"水循环耦合模型:Ⅰ.模型原理与开发[J].水科学进展, 2016, 27(2):214-223.
[24]	BARTHEL R, BANZHAF S. Groundwater and surface water interaction at the regional-scale:a review with focus on regional integrated models[J]. Water Resources Management, 2016, 30(1):1-32.
[25]	中华人民共和国住房和城乡建设部.水文基本术语和符号标准:GB/T 50095-2014[S].北京:中国计划出版社, 2015.
[26]	徐良骥,严家平,高永梅.煤矿塌陷水域水环境现状分析及综合利用:以淮南矿区潘一煤矿塌陷水域为例[J].煤炭学报, 2009, 34(7):933-937.
[27]	中华人民共和国住房和城乡建设部,中华人民共和国国家质量监督检验检疫总局.煤炭工业矿区总体规划规范:GB 50465-2008[S].北京:中国计划出版社,2008.
[28]	陈晨,李兵,徐燕飞.平原高潜水位采煤沉陷区规划与综合利用策略:以淮南矿区为例[J].安徽农学通报, 2019, 25(16):125-126.
[29]	ARNOLD J G, MORIASI D N, GASSMAN P W, et al. SWAT:model use, calibration, and validation[J]. Transactions of the ASABE, 2012, 55(4):1491-1508.
[30]	WANG J H, LU C Y, SUN Q Y, et al. Simulating the hydrologic cycle in coal mining subsidence areas with a distributed hydrologic model[J]. Scientific Reports, 2017, 7(1):39983.
[31]	GASHAW T, TULU T, ARGAW M, et al. Modeling the hydrological impacts of land use/land cover changes in the Andassa watershed, Blue Nile Basin, Ethiopia[J]. Science of the Total Environment, 2018, 619:1394-1408.
[32]	SHRESTHA B, COCHRANE T A, CARUSO B S, et al. Land use change uncertainty impacts on streamflow and sediment projections in areas undergoing rapid development:a case study in the Mekong Basin[J]. Land Degradation&Development, 2018, 29(3):835-848.
[33]	HE J, WAN Y R, CHEN H T, et al. Study on the impact of land-use change on runoff variation trend in luojiang river basin, China[J]. Water, 2021, 13(22):3282.
[34]	XU Z P, LI Y P, HUANG G H, et al. A multi-scenario ensemble streamflow forecast method for Amu Darya River Basin under considering climate and land-use changes[J]. Journal of Hydrology, 2021, 598:126276.
[35]	LIU M, LI C L, HU Y M, et al. Combining CLUE-S and SWAT models to forecast land use change and non-point source pollution impact at a watershed scale in Liaoning Province, China[J]. Chinese Geographical Science, 2014, 24(5):540-550.
[36]	LIANG J, WU K X, LI Y, et al. Impacts of large-scale rare earth mining on surface runoff, groundwater, and evapotranspiration:a case study using SWAT for the Taojiang River Basin in Southern China[J]. Mine Water and the Environment, 2019, 38(2):268-280.
[37]	LIAO W L, LIU X P, XU X Y, et al. Projections of land use changes under the plant functional type classification in different SSP-RCP scenarios in China[J]. Science Bulletin, 2020, 65(22):1935-1947.
[38]	HU S, CHEN L Q, LI L, et al. Simulation of land use change and ecosystem service value dynamics under ecological constraints in Anhui Province, China[J]. International Journal of Environmental Research and Public Health, 2020, 17(12):4228.
[39]	CHEN X L, CHEN W J, HUANG G R. Future climatic projections and hydrological responses in the upper beijiang river basin of south china using bias-corrected RegCM 4.6 data[J]. Journal of Geophysical Research:Atmospheres, 2021, 126(19).
[40]	LAO J Y, WANG C, WANG J L, et al. Land use simulation of guangzhou based on nighttime light data and planning policies[J]. Remote Sensing, 2020, 12(10):1675.
[41]	LIU X P, LIANG X, LI X, et al. A future land use simulation model (FLUS) for simulating multiple land use scenarios by coupling human and natural effects[J]. Landscape and Urban Planning, 2017, 168:94-116.
[42]	LIANG X, LIU X P, LI X, et al. Delineating multi-scenario urban growth boundaries with a CA-based FLUS model and morphological method[J]. Landscape and Urban Planning, 2018, 177:47-63.
[43]	陆垂裕,陆春辉,李慧,等.淮南采煤沉陷区积水过程地下水作用机制[J].农业工程学报, 2015, 31(10):122-131.
[44]	ZHANG B, LU C Y, WANG J H, et al. Using storage of coal-mining subsidence area for minimizing flood[J]. Journal of Hydrology, 2019, 572:571-581.
[45]	陈晓谢,张文涛,朱晓峻,等.高潜水位采煤沉陷区积水范围动态演化规律[J].煤田地质与勘探, 2020, 48(2):126-133.
[46]	SHI Z M, HU X, WANG C Y. Hydro-mechanical coupling in the shallow crust-Insight from groundwater level and satellite radar imagery in a mining area[J]. Journal of Hydrology, 2021, 594:125649.
[47]	POST D A, CROSBIE R S, VINEY N R, et al. Impacts of coal mining and coal seam gas extraction on groundwater and surface water[J]. Journal of Hydrology, 2020, 591:125281.
[48]	HU Z Q, WANG P J, LI J. Ecological restoration of abandoned mine land in China[J]. Journal of Resources and Ecology, 2012, 3(4):289-296.
[49]	BLACK P E. Watershed functions 1[J]. JAWRA Journal of the American Water Resources Association, 1997, 33(1):1-11.