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退耕还林背景下黄土高原蒸散量时空演变特征及归因 被引量:1
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作者 白萌 莫淑红 +5 位作者 莫兴国 邢东兴 李晓华 封建民 郭玲霞 许晓婷 《生态学报》 CAS CSCD 北大核心 2023年第20期8344-8358,共15页
受气候变化和人类活动影响,近几十年黄土高原地表环境和水碳通量发生显著变化,对区域水资源和生态系统格局产生深刻影响。基于植被界面过程(VIP)遥感蒸散发模型,对退耕还林(草)工程实施以来黄土高原蒸散量(ET)时空变化格局进行模拟研究... 受气候变化和人类活动影响,近几十年黄土高原地表环境和水碳通量发生显著变化,对区域水资源和生态系统格局产生深刻影响。基于植被界面过程(VIP)遥感蒸散发模型,对退耕还林(草)工程实施以来黄土高原蒸散量(ET)时空变化格局进行模拟研究,揭示了近20年黄土高原水碳通量时空演变特征及其原因。结果表明:(1)2000—2019年黄土高原ET总体呈显著上升趋势(P<0.05),倾向率为3.77 mm/a,其中黄河中游黄土丘陵沟壑区ET增长最为显著,而陕西关中平原东部、宁夏银川平原南部等农业区则呈显著下降趋势,倾向率为-5.68 mm/a;(2)气候变量和归一化植被指数(NDVI)对ET显著上升区的区域平均贡献分别为14.7%和78.6%(其中人类活动贡献为70.5%),而对ET显著下降区的区域平均贡献分别为-58.4%和-31.5%(其中人类活动贡献为-31.6%),表明人类活动和气候变化分别主导了ET显著上升区和ET显著下降区的蒸散变化;(3)在气候变化主导区域,气温和降水量分别为能量受限区和水分受限区ET增加的主导气象因子,而气溶胶浓度升高导致的日照时数和地表风速下降对作物碳同化和蒸腾具有显著的抑制作用,成为农业区ET下降的主导气象因子。 展开更多
关键词 黄土高原 蒸散发 VIP模型 偏最小二乘回归
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基于VIP模型评估不同全局敏感性分析方法有效性及效率 被引量:1
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作者 何力鸿 莫兴国 刘苏峡 《农业工程学报》 EI CAS CSCD 北大核心 2020年第16期78-84,共7页
参数敏感性分析可提高复杂过程模型参数优化及模型应用效率。为评估不同全局敏感性分析方法在筛选农田生态系统模型敏感参数时的有效性及其效率,该研究以VIP(Vegetation Interface Processes)模型模拟华北平原土壤硝态氮为例,对比分析PS... 参数敏感性分析可提高复杂过程模型参数优化及模型应用效率。为评估不同全局敏感性分析方法在筛选农田生态系统模型敏感参数时的有效性及其效率,该研究以VIP(Vegetation Interface Processes)模型模拟华北平原土壤硝态氮为例,对比分析PSUADE(Problem Solving Environment for Uncertainty Analysis and Design Exploration)提供的8种敏感性分析方法在筛选华北平原农田土壤硝态氮敏感参数时的有效性及其效率。结果表明:在验证敏感性分析方法有效性时,Spearman秩相关系数(Spearman’s correlation coefficient,SPEA)法和Gaussian Process(GP)法与其他方法的敏感参数筛选的结果差异较大;多元自适应回归样条(Multivariate Adaptive Regression Splines,MARS)、Delta Test(DT)、Sum of Trees(SOT)法、McKay法、Morris法和Sobol’法能有效筛选出敏感参数。在分析敏感性方法效率时发现,正交阵列(Orthogonal Array,OA)和基于拉丁超立方的正交阵列(Orthogonal Array-Based Latin Hypercubes,OALH)抽样方式最适于多元自适应回归样条法(Multivariate Adaptive Regression Splines,MARS),所需样本量为361。蒙特卡罗(Monte Carlo,MC)抽样方式最适合DT和SOT敏感性分析方法,所需最小样本量分别为425和510;与其他抽样方式相比,OALH抽样更适合McKay敏感性分析方法,需要样本量最少;Morris法和Sobol’法所需最小样本量分别为340和810。对于复杂过程模型,可先选用定性敏感性分析方法以较低的计算成本选择敏感的参数,再进行模型参数优化和不确定性分析。 展开更多
关键词 模型 敏感性分析 土壤硝态氮 PSUADE 抽样方式
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基于Copula的京津冀平原作物水分利用效率驱动因子分析 被引量:1
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作者 龙学智 刘苏峡 +1 位作者 莫兴国 陈学娟 《中国生态农业学报(中英文)》 CAS CSCD 北大核心 2019年第12期1833-1845,共13页
农业是京津冀地区最主要的用水部门,提高农业用水效率有助于缓解京津冀水资源压力,实现可持续发展。基于VIP模型模拟的1980-2013年京津冀平原作物水分利用效率(WUE)、作物净初级生产力(NPP)、作物实际蒸散发(ETa),结合同期年平均气温(Tm... 农业是京津冀地区最主要的用水部门,提高农业用水效率有助于缓解京津冀水资源压力,实现可持续发展。基于VIP模型模拟的1980-2013年京津冀平原作物水分利用效率(WUE)、作物净初级生产力(NPP)、作物实际蒸散发(ETa),结合同期年平均气温(Tmean)、年降水量(Pre)和年日照时数(Sun),应用Copula函数理论分别建立WUE与NPP、ETa、Tmean、Pre、Sun的5组联合概率分布函数,计算各驱动因子在低、中、高取值条件下WUE大于任一特定取值的可能性(定义为WUE条件概率),探索WUE的驱动关系。结果表明:1)驱动因子NPP、ETa、Sun取值越大, WUE大于任一特定取值的可能性越大;而驱动因子Tmean和Pre取值越小, WUE大于任一特定取值的可能性越大。2)若以各驱动因子分别在高、低取值条件下的WUE条件概率的差值来反映WUE对各驱动因子大小的敏感程度,WUE对NPP的大小最为敏感,而后依次是Sun、ETa、Pre、Tmean。3)对比不同驱动因子相同取值条件下的WUE条件概率,较低的NPP会明显抑制WUE的大小,提高NPP对WUE的提升有明显的保障作用。综上所述,作物WUE同时受光合作用和蒸腾作用两个生理过程控制,较难确定光合和蒸腾对WUE的驱动关系;WUE与驱动因子的联合概率分布和条件概率分析指出,在京津冀平原可以采用在控制耗水的条件下提高NPP的策略,该策略可能比在控制产量的条件下减少耗水的策略更有效。 展开更多
关键词 京津冀平原 作物水分利用效率 驱动因子 Copula函数 VIP模型 作物净初级生产力(NPP)
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Estimating the minimum in-stream flow requirements via wetted perimeter method based on curvature and slope techniques 被引量:2
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作者 LIU Suxia' mo xingguo +4 位作者 XIA Jun LIU Changming LINZhonghui MEN Baohui JI Lina 《Journal of Geographical Sciences》 SCIE CSCD 2006年第2期242-250,共9页
Under the assumptions of triangular cross section channel and uniform stable flow, an analytical solution of the minimum ecological in-stream flow requirement (MEIFR) is deduced. Based on the analytical solution, th... Under the assumptions of triangular cross section channel and uniform stable flow, an analytical solution of the minimum ecological in-stream flow requirement (MEIFR) is deduced. Based on the analytical solution, the uncertainty of the wetted perimeter method is analyzed by comparing the two techniques for the determination of the critical point on the relationship curve between wetted perimeter, P and discharge, Q. It is clearly shown that the results of MEIFR based on curvature technique (corresponding to the maximum curvature) and slope technique (slope being 1) are significantly different. On the P-Q curve, the slope of the critical point with the maximum curvature is 0.39 and the MEIFR varied prominently with the change of the slope threshold. This indicates that if a certain value of the slope threshold is not available for slope technique, curvature technique may be a better choice. By applying the analytical solution of MEIFR in the losing rivers of the Western Route South-to-North Water Transfer Project in China, the MEIFR value via curvature technique is 2.5%-23.7% of the multi-year average annual discharge, while that for slope technique is 11%-105.7%. General conclusions would rely on the more detailed research for all kinds of cross-sections. 展开更多
关键词 uncertainty wetted perimeter minimum in-stream flow requirements analytical solution Western Routhe South-to-North Water Transfer Project in China
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Dynamics and Responses of Vegetation to Climatic Variations in Ziya- Daqing Basins, China 被引量:1
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作者 HUANG Farong mo xingguo +1 位作者 LIN Zhonghui HU Shi 《Chinese Geographical Science》 SCIE CSCD 2016年第4期478-494,共17页
Examining the direct and indirect effects of climatic factors on vegetation growth is critical to understand the complex linkage between climate change and vegetation dynamics. Based on the Moderate Resolution Imaging... Examining the direct and indirect effects of climatic factors on vegetation growth is critical to understand the complex linkage between climate change and vegetation dynamics. Based on the Moderate Resolution Imaging Spectroradiometer(MODIS) Normalized Difference Vegetation Index(NDVI) data and meteorological data(temperature and precipitation) from 2001 to 2012, the trend of vegetation dynamics were examined in the Ziya-Daqing basins, China. The path analysis was used to obtain the information on the relationships among climatic factors and their effects on vegetation growth. It was found that the trends of growing season NDVI were insignificant in most plain dry land, while the upward trends were significant in forest, grass and dry land in Taihang Mountains. According to the path analysis, in 23% of the basins the inter-annual NDVI variation was dominated by the direct effect of precipitation, in 5% by the direct effects of precipitation and temperature, and in less than 1% by the direct effect of temperature or indirect effects of these two climatic factors. It indicated that precipitation significantly affected the vegetation growth in the whole basins, and this effect was not regulated by temperature. Precipitation increase(especially in July, August and September) was favorable to greenness enhancement. Summer temperature rising showed negative effect on plant productivity enhancement, but temperature rise in April was beneficial for the vegetation growth. When April temperature increases by 1℃, the onset date of greenness for natural vegetation will be 2 days in advance. There was a lag-time effect of precipitation or temperature on monthly NDVI for all land use types except grass. 展开更多
关键词 植被动态 气候变化 盆地 大庆 中国 NDVI变化 动力学 中分辨率成像光谱仪
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黄河源区气候-植被-水文协同演变及成因辨析 被引量:11
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作者 莫兴国 刘苏峡 胡实 《地理学报》 EI CSSCI CSCD 北大核心 2022年第7期1730-1744,共15页
全球变化下黄河源区水文过程的演变影响流域生态系统的水源涵养功能,流域植被改变也影响水循环。本文基于气候、植被信息和VIP分布式生态水文模型,开展黄河源区水碳循环要素变化的集成模拟,分析了气候—植被—水文要素的协同演变机制。... 全球变化下黄河源区水文过程的演变影响流域生态系统的水源涵养功能,流域植被改变也影响水循环。本文基于气候、植被信息和VIP分布式生态水文模型,开展黄河源区水碳循环要素变化的集成模拟,分析了气候—植被—水文要素的协同演变机制。结果表明,2000年以来黄河源区气候呈暖湿化趋势;植被绿度明显提高,2010—2019年比2000—2009年平均增加了4.5%;生长季延长了至少10 d;植被生产力(GPP)显著上升,倾向率为4.57 gC m^(-2)a^(-1);植被恢复措施对GPP变化的贡献约为23%,气候变化和大气CO_(2)升高的施肥效应的贡献为77%。源区植被蒸散量(ET)呈增加趋势,倾向率为2.54 mm a,水分利用效率(WUE)亦提高,平均相对上升率为5.1%a。GPP、ET和WUE年总量及其变化率在海拔4200 m以下随高度上升而减小,之后变化趋缓。源区植被绿度和径流系数与当年和前一年降水呈显著正相关,反映降水蓄存于植物根层土壤的遗留效应。蒸散增强在一定程度上有利于源区地表—大气之间的水分再循环,帮助缓解生态恢复引起的产水能力下降,促进降水—植被—径流之间的良性互馈关系的形成。揭示水文对气候变化和植被恢复的响应和互馈机制,可为生态恢复措施对源区水源涵养功能的影响及效应的定量评估提供科学依据。 展开更多
关键词 生态水文 蒸散 植被生产力 VIP模型 气候变化
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三北防护林工程区植被绿度对温度和降水的响应 被引量:20
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作者 谢舒笛 莫兴国 +1 位作者 胡实 陈学娟 《地理研究》 CSSCI CSCD 北大核心 2020年第1期152-165,共14页
探究三北防护林工程区植被绿度对温度和降水的响应可为该区植被建设提供科学依据。基于2000-2015年的MODIS NDVI数据和气象数据,采用通径分析法分析了不同生长阶段气温和降水对三北防护林工程区植被绿度的直接和间接影响。研究发现:生... 探究三北防护林工程区植被绿度对温度和降水的响应可为该区植被建设提供科学依据。基于2000-2015年的MODIS NDVI数据和气象数据,采用通径分析法分析了不同生长阶段气温和降水对三北防护林工程区植被绿度的直接和间接影响。研究发现:生长季多年平均植被绿度整体上呈现东部高西部低的空间格局,且林地>耕地>草地;生长季植被绿度呈现增长趋势,植被覆盖状况得到改善,其中耕地植被增长趋势最大。生长季升温抑制植被生长,降水量增加促进植被生长,降水量是影响三北防护林工程区生长季植被生长的关键气候因子。在不考虑降水变化影响时,升温促进植被生长,但生长季温度升高带来的降水量减少使得升温对植被生长表现为抑制作用。生长季不同时期降水量增加对植被生长均是促进作用,表现为末期>中期>初期;而气温的影响则表现为生长季初期升温促进植被生长,中期和末期升温不利于植被生长。生长季末期升温对植被生长的负效应以直接作用为主,而中期主要通过降水量变化的间接作用体现。识别生长季不同时段气温和降水对植被绿度影响的差异性,有助于全面认识和评估植被对气候变化的响应。 展开更多
关键词 三北防护林工程区 气候变化 植被绿度 响应 通径分析法
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西沙赵述岛地表蒸散发实验 被引量:5
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作者 韩生生 刘苏峡 +3 位作者 宋献方 莫兴国 杨丽虎 黎大宁 《地理研究》 CSSCI CSCD 北大核心 2021年第1期172-184,共13页
蒸散是岛礁水循环过程中的重要组成部分,对保护珊瑚岛礁生态有重要意义。2018年6月27日—2018年8月8日利用自制的微型蒸渗仪及蒸发皿,在中国西沙群岛赵述岛开展了野外蒸散观测实验,获得了岛礁砂壤土裸地雨后实际蒸发速率,以及不同下垫... 蒸散是岛礁水循环过程中的重要组成部分,对保护珊瑚岛礁生态有重要意义。2018年6月27日—2018年8月8日利用自制的微型蒸渗仪及蒸发皿,在中国西沙群岛赵述岛开展了野外蒸散观测实验,获得了岛礁砂壤土裸地雨后实际蒸发速率,以及不同下垫面及钙质砂质地情形下潜在蒸散特征。其中,砂壤土裸地实际蒸发观测表明,雨后第2日至第4日平均蒸发速率为(1.6±0.2)mm/d,第5日至第7日迅速下降,7日后蒸发速率逐渐稳定在(0.5±0.2)mm/d,实际蒸发过程受土壤含水量调节,裸地实际蒸发(E)与蒸发皿潜在蒸发(Eo)的比值E/Eo与土壤表层含水量关系表明两者呈明显的线性相关。蒸散控制实验表明,蒸渗仪潜在蒸散呈现空旷地草地>空旷地砂壤土>林间带草地>林间带砂壤土的规律,林间带遮挡减少草地蒸散比减少裸地蒸发影响更加明显。裸地蒸发速率受岛礁钙质砂质影响,岛礁钙质砂颗粒越大,快速蒸发阶段持续时间越短,蒸发速率越小。微型蒸渗仪日蒸发量和午间蒸发速率呈一定线性相关,其中细粒钙质砂、中粒钙质砂及砂壤土三种土壤类型两者相关性更加明显。 展开更多
关键词 珊瑚岛礁 微型蒸渗仪 蒸散 统计模型
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一种基于频率的GCM日降水偏差校正方法改进及其在长江流域的应用 被引量:3
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作者 岳书旭 胡实 +2 位作者 莫兴国 占车生 刘苏峡 《地理研究》 CSSCI CSCD 北大核心 2021年第5期1432-1444,共13页
对全球气候模式(GCM)数据进行偏差校正是气候影响评估的前提和基础。通过在等比分布映射(ERCDFm)校正法中引入对降水频率的校正,增补了降水日数偏少情况下的小雨日数,保留了降水频率的长期变化信号,提高降水日数及总降水量的模拟效果。... 对全球气候模式(GCM)数据进行偏差校正是气候影响评估的前提和基础。通过在等比分布映射(ERCDFm)校正法中引入对降水频率的校正,增补了降水日数偏少情况下的小雨日数,保留了降水频率的长期变化信号,提高降水日数及总降水量的模拟效果。以长江流域1961—2005年的格点化日降水资料作为观测数据,对5个GCM模式历史期以及RCP4.5情景下未来日降水进行校正。结果表明:改进后的ERCDFm校正方法明显改善了降水频率及降水量的模拟。降水频率与年降水量的RMSE分别较改进前降低了83%和58%,偏差值小于50 mm/a的格点占比由改进前31%提高至49%,解决了由于降水频率模拟偏低导致的降水量低估。校正后的预估结果表明:RCP4.5情景下,相对于1986—2005年,2030—2050年长江流域降水呈增加趋势(平均增幅为6.1%),春、夏、秋、冬各季节降水量的平均增幅为8.2%、6.4%、4.7%和0.7%。 展开更多
关键词 偏差校正 等比分布映射法 日降水 降水频率 RCP4.5情景
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Contributions of climate change and human activities to ET and GPP trends over North China Plain from 2000 to 2014 被引量:12
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作者 CHEN Xuejuan mo xingguo +1 位作者 HU Shi LIU Suxia 《Journal of Geographical Sciences》 SCIE CSCD 2017年第6期661-680,共20页
College of Resources and Environment/Sino-Danish Center, Univers Beijing 100049, China nstitute of Geographic Sciences and ty of Chinese Academy of SciencesAbstract: Quantifying the contributions of climate change a... College of Resources and Environment/Sino-Danish Center, Univers Beijing 100049, China nstitute of Geographic Sciences and ty of Chinese Academy of SciencesAbstract: Quantifying the contributions of climate change and human activities to ecosystem evapotranspiration (ET) and gross primary productivity (GPP) changes is important for adaptation assessment and sustainable development. Spatiotemporal patterns of ET and GPP were estimated from 2000 to 2014 over North China Plain (NCP) with a physical and remote sensing-based model. The contributions of climate change and human activities to ET and GPP trends were separated and quantified by the first difference de-trending method and multivariate regression. Results showed that annual ET and GPP increased weakly, with climate change and human activities contributing 0.188 mm yr-2 and 0.466 mm yr-2 to ET trend of 0.654 mm yr-2, and -1.321 g C m-2 yr-2 and 7.542 g C m-2 yr-2 to GPP trend of 6.221 g C m-2 yr-2, respectively. In cropland, the increasing trends mainly occurred in wheat growing stage; the contributions of climate change to wheat and maize were both negative. Precipitation and sunshine duration were the major climatic factors regulating ET and GPP trends. It is concluded that human activities are the main drivers to the long term tendencies of water consumption and gross primary productivity in the NCP. 展开更多
关键词 EVAPOTRANSPIRATION gross primary production CONTRIBUTION process-based model multi-regression North China Plain
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考虑地下水可持续开采约束条件的海河流域水资源优化配置(英文) 被引量:4
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作者 Grith MARTINSEN 刘苏峡 +1 位作者 莫兴国 BAUER-GOTTWEIN Peter 《Journal of Geographical Sciences》 SCIE CSCD 2019年第6期935-958,共24页
This study applies a hydroeconomic optimization method for water resources management in the highly water stressed Haihe River basin. A multi-objective, multi-temporal deterministic hydroeconomic optimization model ha... This study applies a hydroeconomic optimization method for water resources management in the highly water stressed Haihe River basin. A multi-objective, multi-temporal deterministic hydroeconomic optimization model has been built to quantify the economic trade-offs and reveal "minimum cost strategies" when reducing groundwater abstraction to sustainable levels. A complex basin representation, with ~140,000 decision variables is formulated where each decision variable represents a flow-path from a water source to a sink. Available water sources are runoff generated by the sub-basins upstream the nine major surface water reservoirs, the inter-basin transfers from Yellow River and South to North Water Transfer Project(SNWTP) and the natural groundwater recharge to the three main groundwater aquifers. Water demands, i.e. sinks, are aggregated for each model sub-basin in categories of the major agricultural users, domestic, industrial and ecological water demands. Each demand is associated with a curtailment cost and groundwater abstraction with a pumping cost. Groundwater overdraft is constrained in each model scenario, ranging from unlimited overdraft in the plain area groundwater aquifer to sustainable abstractions over an 8-year period. Inflow upstream Yuqiao reservoir, and the inter-basin transfers from SNWTP and Yellow River are identified as the water resources with the highest increase in average shadow prices when limiting groundwater overdraft. An increase in inflow shadow prices of 37.5% indicates that these water sources will be most valuable if sustainable groundwater abstraction should be achieved. The shadow prices of water sources reveal when and where in the Haihe River basin users are curtailed if water resources are managed in the most optimal way. Average shadow prices of 1.6 yuan/m3 for all surface water sources in the sustainable abstraction scenarios shows that overdraft can be avoided by curtailment of users with a willingness-to-pay ≤1.6 yuan/m3. The shadow prices of the existing surface water res-ervoirs represented in the model shows that no costs can be saved from expanding their capacities. Finally, the cost of achieving sustainable groundwater abstraction with present water resource availability is found to be minimum 8.2 billion yuan/year. 展开更多
关键词 Haihe River China hydroeconomic optimization linear PROGRAMMING GROUNDWATER sustainability SPATIO-TEMPORAL economic trade-offs DECISION support
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Assessing the impact of climate change on potential evapotranspiration in Aksu River Basin 被引量:5
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作者 ZHANG Shouhong LIU Suxia +3 位作者 mo xingguo SHU Chang SUN Yang ZHANG Chun 《Journal of Geographical Sciences》 SCIE CSCD 2011年第4期609-620,共12页
Evapotranspiration is one of the key components of hydrological processes. Assessing the impact of climate factors on evapotranspiration is helpful in understanding the impact of climate change on hydrological process... Evapotranspiration is one of the key components of hydrological processes. Assessing the impact of climate factors on evapotranspiration is helpful in understanding the impact of climate change on hydrological processes. In this paper, based on the daily meteorological data from 1960 to 2007 within and around the Aksu River Basin, reference evapotranspiration (RET) was estimated with the FAO Penman-Monteith method. The temporal and spatial variations of RET were analyzed by using ARCGIS and Mann-Kendall method. Multiple Regression Analysis was employed to attribute the effects of the variations of air temperature, solar radiation, relative humidity, vapour pressure and wind speed on RET. The results showed that average annual RET in the eastern plain area of the Aksu River Basin was about 1100 mm, which was nearly twice as much as that in the western mountainous area. The trend of annual RET had significant spatial variability. Annual RET was reduced significantly in the southeastern oasis area and southwestern plain area and increased slightly in the mountain areas. The amplitude of the change of RET reached the highest in summer, contributing most of the annual change of RET. Except in some high elevation areas where relative humidity predominated the change of the RET, the variations of wind velocity predominated the changes of RET almost throughout the basin. Taking Kuqa and Ulugqat stations as an example, the variations of wind velocity accounted for more than 50% of the changes of RET. 展开更多
关键词 climate change reference evapotranspiration Penman-Monteith method Aksu River Basin
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