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Impacts of land use/land cover change and climate change on the runoff in Yuan River basin based on SWAT model |
CHENG Cheng |
Southwest Forestry University, 650224, Kunming, China |
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Abstract [Background] Yuan River is one of the most important international rivers in Southwest China. Whether the ecological environment of the Yuan River basin is healthy or not has an essential impact on the social and economic development along the coast and the ecological security of other countries in the downstream of the river basin. Therefore, it is of considerable significance to clarify the specific impact of land use/land cover change (LUCC) and climate change on the status of water resources in Yuan River. However, there are few reports on this aspect at present. [Methods] The SWAT model was used to quantitatively analyze the effects of LUCC and climate change on basin runoff, and combined with RCP4.5 and RCP8.5 emission scenarios to predict the runoff change of Yuan River basin. [Results] 1) SWAT model is suitable for runoff simulation of the Yuan River basin. The model parameter R2 and ENS (efficiency coefficient of Nash-Sutcliffe) of the calibration period are 0.63 and 0.62, respectively, and the R2 and ENS of the verification period are 0.62 and 0.60, respectively. 2) Extreme land-use scenario simulation shows that the contribution of various land-use types to runoff formation is the strongest in agricultural land, the second in grassland, and the weakest in woodland. 3) The increase of runoff caused by LUCC in Yuan River basin from 2006 to 2015 is due to the transformation of forest land into grassland. The decrease of flow caused by climate change results from both the reduction of precipitation and the increase of temperature, and the reduction of runoff caused by climate change is more significant than that caused by LUCC. [Conclusions] 1) Climate change dominates runoff change in the Yuan River basin between 2006 and 2015. 2) Under the two emission scenarios of RCP4.5 and RCP8.5, the runoff reduction rate in the Yuan River basin from 2021 to 2050 is 1.82 times and 2.36 times that of the measured runoff reduction rate from 1971 to 2015, respectively. And the decreasing trend of the RCP8.5 scenario with higher carbon emission is significantly higher than that of the RCP4.5 scene, which is 1.3 times higher than that of the RCP4.5 scenario.
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Received: 22 May 2019
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[1] |
GUO J,SU X L,SINGH V P,et al.Impacts of climate and land use/cover change on streamflow using SWAT and a separation method for the Xiying River Basin in northwestern China[J].Water,2016,8(5):192.
|
[2] |
李帅,魏虹,刘媛,等.气候与土地利用变化下宁夏清水河流域径流模拟[J].生态学报,2017,37(4):1252. LI Shuai,WEI Hong,LIU Yuan,et al.Runoff prediction for Ningxia Qingshui River Basin under scenarios of climate and land use changes[J].Acta Ecologica Sinica,2017,37(4):1252.
|
[3] |
YANG L S,FENG Q,YIN Z L,et al.Identifying separate impacts of climate and land use/cover change on hydrological processes in upper stream of Heihe River,Northwest China[J].Hydrological Processes,2017,31(5):1100.
|
[4] |
杨满根,陈星.气候变化对淮河流域中上游汛期极端流量影响的SWAT模拟[J].生态学报,2017,37(23):8107. YANG Mangen, CHEN Xing.Effects of climate change on extreme streamflow in flood season in the upper and middle basin of the Huaihe River by SWAT simulation[J].Acta Ecologica Sinica,2017,37(23):8107.
|
[5] |
郭军庭,张志强,王盛萍,等.应用SWAT模型研究潮河流域土地利用和气候变化对径流的影响[J].生态学报,2014,34(6):1559. GUO Junting,ZHANG Zhiqiang,WANG Shengping,et al.Appling SWAT model to explore the impact of changes in land use and climate on the streamflow in a watershed of northern China[J].Acta Ecologica Sinica,2014,34(6):1559.
|
[6] |
张翔,邓志民,李丹,等.汉江流域土地利用/覆被变化的水文效应模拟研究[J].长江流域资源与环境,2014,23(10):1449. ZHANG Xiang,DENG Zhimin,LI Dan,et al.Simulation of hydrological response to land use/cover change in Hanjiang Basin[J].Resources and Environment in the Yangtze Basin,2014,23(10):1449.
|
[7] |
张新荣,刘林萍,方石,等.土地利用、覆被变化(LUCC)与环境变化关系研究进展[J].生态环境学报,2014,23(12):2013. ZHANG Xinrong,LIU Linping,FANG Shi,et al.Research advances on the relationship between land use/cover change and environmental change[J].Ecology and Environmental Sciences,2014,23(12):2013.
|
[8] |
LI B Q,XI W H,WANG Y C,et al.Impact of land use/cover change on the relationship between precipitation and runoff in typical area[J].Journal of Water and Climate Change,2018,9(2):261.
|
[9] |
ZHANG L,NAN Z T,YU W J,et al.Comparison of baseline period choices for separating climate and land use/land cover change impacts on watershed hydrology using distributed hydrological models[J].Science of the Total Environment,2018(622):1016.
|
[10] |
黄金龙,王艳君,苏布达,等.RCP4.5情景下长江上游流域未来气候变化及其对径流的影响[J].气象,2016,42(5):614. HUANG Jinlong,WANG Yanjun,SU Buda,et al.Future climate change and its impact on runoff in the upper reaches of the Yangtze River under RCP4.5 scenario[J].Meteorological Monthly,2016,42(5):614.
|
[11] |
ZHANG Y,ZHONG P A,CHEN J,et al.Impacts of climate change and human activities on the Three Gorges Reservoir inflow[J].Water,2017,9(12):957.
|
[12] |
袁宇志, 张正栋, 蒙金华.基于SWAT模型的流溪河流域土地利用与气候变化对径流的影响[J].应用生态学报,2015,26(4):989. YUAN Yuzhi,ZHANG Zhengdong,MENG Jinhua.Impact of changes in land use and climate on the runoff in Liuxihe Watershed based on SWAT mode1[J].Chinese Journal of Applied Ecology,2015,26(4):989.
|
[13] |
赵杰,徐长春,高沈瞳,等.基于SWAT模型的乌鲁木齐河流域径流模拟[J].干旱区地理,2015,38(4):666. ZHAO Jie,XU Changchun,GAO Shentong,et al.Hydrological modeling in the Urumqi River basin based on SWAT[J].Arid Land Geography,2015,38(4):666.
|
[14] |
刘世梁,安南南,尹艺洁,等.基于SWAT模型的澜沧江中游小流域水土流失与NDVI时空动态相关性[J].水土保持学报,2016,30(1):62. LIU Shiliang,AN Nannan,YIN Yijie,et al.Relationship between spatio-temporal dynamics of soil and water loss and NDVI of the small basins in the middle reaches of Lancang River based on SWAT model[J].Journal of Soi1 and Water Conservation,2016,30(1):62.
|
[15] |
孟现勇,王浩,雷晓辉,等.基于CMDAS驱动SWAT模式的精博河流域水文相关分量模拟、验证及分析[J].生态学报,2017,37(21):7114. MENG Xianyong,WANG Hao,LEI Xiaohui,et al.Simulation,validation,and analysis of the hydrological components of Jing and Bo River Basin based on the SWAT model driven by CMADS[J].Acta Ecologica Sinica,2017,37(21):7114.
|
[16] |
WANG H,SUN F B,XIA J,et al.Impact of LUCC on streamflow based on the SWAT model over the Wei River basin on the Loess Plateau in China[J].Hydrology and Earth System Sciences,2017,21(4):1929.
|
[17] |
王莺,张强,王劲松,等.基于分布式水文模型(SWAT)的土地利用和气候变化对洮河流域水文影响特征[J].中国沙漠,2017,37(1):175. WANG Ying,ZHANG Qiang,WANG Jinsong,et al.Appling SWAT model to explore the impacts of land use and climate changes on the hydrological characteristics in Taohe River basin[J].Journal of Desert Research,2017,37(1):175.
|
[18] |
王学.基于SWAT模型的白马河流域土地利用/覆被变化的水文效应研究[D].济南:山东师范大学,2012:5. WANG Xue.Hydrological responses to LUCC based on SWAT model in Baimahe basin[D].Jinan:Shandong Normal University,2012:5.
|
[19] |
张小丽,彭勇,王本德,等.基于SWAT模型的降雨数据适用性评价[J].农业工程学报,2014,30(19):88. ZHANG Xiaoli,PENG Yong,WANG Bende,et a1.Suitability evaluation of precipitation data using SWAT model[J].Transactions of the CSAE,2014,30(19):88.
|
[20] |
刘瑶,江辉,方玉杰,等.基于SWAT模型的昌江流域土地利用变化对水环境的影响研究[J].长江流域资源与环境,2015,24(6):937. LIU Yao,JIANG Hui,FANG Yujie,et al.Water environment impact under different land use in Changjiang River basin based on SWAT model[J].Resources and Environment in the Yangtze Basin,2015,24(6):937.
|
[21] |
成向荣,渠勇建,虞木奎,等.植被覆盖变化对衢江流域水文效应的影响[J].生态环境学报,2017,26(11):1829. CHENG Xiangrong,QU Yongjian,YU Mukui,et al.Hydrological effects of vegetation cover change in Qujiang basin[J].Ecology and Environmental Sciences,2017,26(11):1829.
|
[22] |
ANAND J,GOSAIN A K,KHOSA R.Prediction of land use changes based on land change modeler and attribution of changes in the water balance of Ganga basin to land use change using the SWAT model[J].Science of the Total Environment,2018,644:503.
|
[23] |
杨凯杰,吕昌河.SWAT模型应用与不确定性综述[J].水土保持学报,2018,32(1):17. YANG Kaijie,LÜ Changhe.Reviews on application and uncertainty of SWAT model[J].Journal of Soi1 and Water Conservation,2018,32(1):17.
|
[24] |
沈蕊,张建利,何彪,等.元江流域干热河谷草地植物群落结构特征与相似性分析[J].生态环境学报,2010,19(12):2821. SHEN Rui,ZHANG Jianli,HE Biao,et al.The structure characteristic and analysis on similarity of grassland community in dry-hot valley of Yuanjiang River[J].Ecology and Environmental Sciences,2010,19(12):2821.
|
[25] |
丰帮艳,王燕梅,冯建孟.元江流域种子植物区系组成的纬度分布格局[J].楚雄师范学院学报,2013,28(6):69. FENG Bangyan,WANG Yanmei,FENG Jianmeng.The latitudinal distribution patterns of spermatophyte floristic elements in Yuanjiang River basin[J].Journal of Chuxiong Normal University,2013,28(6):69.
|
[26] |
张志明,沈蕊,张建利,等.元江流域干热河谷灌草丛土壤种子库与地上植物群落的物种组成比较[J].生物多样性,2016,24(4):431. ZHANG Zhiming,SHENG Rui,ZHANG Jianli,et al.Comparisons of species composition between soil seed banks and above-ground plant communities in the dry-hot valley of the Yuanjiang River[J].Biodiversity Science,2016,24(4):431.
|
[27] |
胡胜.基于SWAT模型的北洛河流域生态水文过程模拟与预测研究[D].西安:西北大学,2015:117. HU Sheng.Simulation and prediction research of the ecohydrological process based on SWAT model in Beiluo River basin[D].Xi'an:Northwest University,2015:117.
|
[28] |
祖拜代·木依布拉,师庆东,普拉提·莫合塔尔,等.基于SWAT模型的乌鲁木齐河上游土地利用和气候变化对径流的影响[J].生态学报,2018,38(14):5149. ZUBAIDA·Muyibul,SHI Qingdong,POLAT·Muhtar,et al.Land use and climate change effects on runoff in the upper Urumqi River watershed:A SWAT model based analysis[J].Acta Ecologica Sinica,2018,38(14):5149.
|
[29] |
陆敏鹏, 林而达. 代表性浓度路径情景下的全球温室气体减排和对中国的挑战[J]. 气候变化研究进展, 2010, 6(6):436. CHEN Minpeng, LIN Erda. Global greenhouse gas emission mitigation under representative concentration pathways scenarios and challenges to China[J]. Advances in Climate Change Research, 2010, 6(6):436.
|
[30] |
初征, 郭建平, 赵俊芳. 东北地区未来气候变化对农业气候资源的影响[J]. 地理学报, 2017, 72(7):1248. CHU Zheng, GUO Jianping, ZHAO Junfang. Impacts of projected climate change on agricultural climate resources in Northeast China[J]. Acta Geographica Sinica, 2017, 72(7):1248.
|
|
|
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