黄河流域近50年降水变化趋势分析

本文简要分析了黄河流域降水空间分布规律,用非参数检验方法（Mann-Kendall法）对流域内77个气象站近50年的降水资料进行了年月降水序列趋势检验,并用线性回归方法与其进行了比较。结果表明,对于年降水序列,有65个气象台站呈现下降趋势,典型月（包括1月、4月、7月、10月）中4月、7月和10月对年降水下降趋势贡献较大,但其趋势空间分布情况存在差异。对于所有月降水序列,全年4⁵月以及7¹2月降水呈现下降趋势。而其趋势空间分布,黄河上游北纬35°以南地区除7⁹月外其余月份降水呈现增长趋势。渭河上游及呼和浩特地区降水趋势随月份时有变化,流域内其他地区降水则呈减少趋势。对比两种方法,Mann-Kendall方法在冬季（12月至次年2月）的检验结果中无变化趋势气象站数明显多于线性回归方法,且后者估计出的趋势变化幅度略大于Mann-Kendall方法所估计出的结果。     

基于MOD16数据的渭河流域地表实际蒸散发时空特征

基于流域水量平衡法,利用水文数据和气象数据对渭河流域MOD16-ET(实际蒸散发)数据进行精度验证; 利用2000-2012年MOD16-ET数据和GIS技术定量分析了渭河流域(分为干流、泾河、北洛河3个子流域)地表实际蒸散发年际和年内的时空变化特征。结果表明:(1) 3个子流域的实测降水空间插值结果与MOD16-ET估算结果比较,相对误差平均值为8.36%,渭河干流误差较小,其他2个子流域误差相对较大; (2) 3个子流域上游至下游的ET剖面线变化不同,明显受地表覆盖类型影响; (3) ET值年内分布大致呈单峰型格局,季节变化特征为夏季(177.14 mm)> 秋季(105.22 mm)> 春季(92.97 mm)> 冬季(77.50 mm); (4) 基于栅格尺度的ET值年际变化特征空间分布,各子流域下游以降低趋势为主,渭河中游和上游以升高趋势为主,北洛河、泾河中游和上游以基本不变趋势为主,具体影响因素的定量分析仍需MODIS资料的时间累积。     

华北平原降水的长期趋势分析(英文)

The North China Plain (NCP) is the most important food grain producing area in China and has suffered from serious water shortages. To capture variation water availability, it is necessary to have an analysis of changing trends in precipitation. This study, based on daily precipitation data from 47 representative stations in NCP records passed the homogeneity test, analyzed the trend and amplitude of variation in monthly, seasonal and annual precipitation, annual maximum continuous no-rain days, annual rain days, rainfall intensity, and rainfall extremes from 1960 to 2007, using the MannKendall (M-K) test and Sen’s slope estimator. It was found that monthly precipitation in winter had a significant increasing trend in most parts, while monthly precipitation in July to September showed a decreasing trend in some parts of NCP. No significant changing trend was found for the annual, dry and wet season precipitation and rainfall extremes in the majority of NCP.A significant decreasing trend was detected for the maximum no-rain duration and annual rain days in the major part of NCP. It was concluded that the changing trend of precipitation in NCP had an apparent seasonal and regional pattern, i.e., precipitation showed an obvious increasing trend in winter, but a decreasing trend in the rainy season (July to September), and the changing trend was more apparent in the northern part than in the southern and middle parts. This implies that with global warming, seasonal variation of precipitation in NCP tends to decline with an increasing of precipitation in winter season, and a decreasing in rainy season, particularly in the sub-humid northern part.     

中国西北近50 a来气温变化特征的进一步研究

 利用国家气象信息中心最新整编的西北地区135站1960—2005年逐月资料,通过对该地区温度变化特征的分析,在前人研究成果的基础上,进一步揭示出了近50 a来西北地区气温变化的一些新特征: ①西北地区的年和各季节均表现为一致的增温趋势,但陕西南部在夏季出现降温的趋势。冬季和秋季,从塔里木盆地西侧到河套地区,在35°—40°N的带状区域内是增温趋势最强的区域。西北区域整体年平均气温的变化幅度达0.37℃/10a,冬季增温可达0.56℃/10a。无论是年或四季平均的增温率,西北地区都比全国平均的要高。②西北地区冬季和年的平均气温在20世纪80年代中期以后开始表现为明显上升趋势;但春季、夏季和秋季均到了20世纪90年代中期以后,才开始出现气温明显上升的趋势。③西北地区年气温异常首先表现为全区一致的变化型,然后依次为南北相反变化型和陕南气温变化与其他地区不同的独特性。且整体一致型变化近50 a来呈加强态势,而陕南与西北其他地区气温非同步变化的趋势在逐渐缩小。④西北地区近50 a来年气温可分为南疆-高原区、北疆区、西北东部区3个主要空间异常气候区。且从长期倾向来看,南疆-高原区和北疆区有明显的上升变化倾向,西北东部区则表现为波动式的上升趋势。     

开都河流域上下游过去50 a气温降水变化特征分析

利用开都河流域上下游4个气象台站（上游巴音布鲁克,下游焉耆、和静、和硕）1960-2009年的气温、降水资料,采用趋势分析与距平等统计方法,分析了近50 a来开都河流域的主要气象要素变化特征。研究发现：（1）1960-2009年开都河流域上下游年平均气温均呈明显上升趋势,增长强度分别为0.27 ℃/10 a和0.22 ℃/10 a。2000年后气温升高尤其显著,上游和下游的气温分别较50 a平均水平偏高0.97 ℃和0.69 ℃。该流域年最高温没有明显增加,而上下游年最低气温分别上升0.41 ℃/10 a和0.61 ℃/10 a,并与年平均气温有较好的相关性。通过对不同年代际各月气温的分析,发现该地区气温季节性特征在过去50 a发生了明显的变化。主要表现为冬季气温总体上升,夏季气温相对稳定,冬季与夏季温差逐渐减小,季节性呈变弱趋势。上游年代际间气温季节变化较下游更明显;（2）开都河流域降水主要集中在夏季,近50 a上下游降水量均呈增加趋势且上游达显著水平。上下游在降水分布及变化特征上有较大差异,上游年平均降水总量（273 mm）明显高于下游（77 mm）,且上游降水量增加强度（9.13 mm/10 a）高于下游（5.34 mm/10 a）。降水量年代际之间有一定差异,降水波动主要是在夏季,上游降水量的波动性大于下游。     

Decrease in snowfall/rainfall ratio in the Tibetan Plateau from 1961 to 2013

On the basis of two gridded datasets of daily precipitation and temperature with a spatial resolution of 0.5°×0.5°, and meteorological station data released by the National Meteorological Information Center (NMIC) during 1961–2013, the spatial and temporal variations of total amount of precipitation, amount of rainfall, amount of snowfall and snowfall/rainfall ratio (S/R) in the Tibetan Plateau (TP) are analyzed using Sen’s slope, the Mann–Kendall mutation test, Inverse Distance Weighting (IDW) and the Morlet wavelet. Total amount of precipitation and amount of rainfall generally show statistically significant increasing trends of 0.6 mm·a^–1 and 1.3 mm·a^–1, respectively, while amount of snowfall and S/R have significant decreasing trends of–0.6 mm·a^–1 and–0.5% a^–1, respectively. In most regions, due to significant increasing trends in total amount of precipitation and amount of rainfall, and significant decreasing trends in amount of snowfall, S/R shows a decreasing trend in the TP. Abrupt changes in total amount of precipitation, amount of rainfall, amount of snowfall and S/R are detected for 2005, 2004, 1996 and 1998, respectively. Total amount of precipitation, amount of rainfall, amount of snowfall and S/R are concentrated in cycles of approximately 5 years, 10 years, 16 years and 20 years, respectively. The trend magnitudes for total amount of precipitation and amount of rainfall all show decreasing-to-increasing trends with elevation, while amount of snowfall and S/R show decreasing trends.     

黄河中游多沙粗沙区水沙变化趋势及其主控因素的贡献率

随着气候变化和人类活动影响加剧,黄河中游多沙粗沙区的水沙变化剧烈,因此研究影响黄河中游多沙粗沙区径流量和输沙量的驱动因素对预测未来水沙变化具有重要意义。本文选取Mann-Kendall趋势检验法,Pettitt突变点检验法,位置、尺度、形状的广义可加模型以及累积量斜率变化率比较法对黄河中游多沙粗沙区15个水文站控制流域1956-2010年的年降水量、年径流量以及年输沙量变化特征及其贡献率进行分析,确定影响黄河中游多沙粗沙区径流量和输沙量变化的主要原因。结果表明：① Mann-Kendall趋势检验在5%的显著性水平下,表明降水量虽呈减少趋势但并不显著,径流量和输沙量则有显著的减少趋势;② Pettitt突变点检验得出所研究区域径流量和输沙量的突变年份在1972年、1985年以及1996年左右;③ GAMLSS模型分析结果同样表明降水的均值不随时间发生变化,但降水的方差有减小的趋势;④ 通过累积量斜率变化率比较法得出,人类活动对窟野河流域径流输沙的影响大于无定河流域。通过分析黄河中游多沙粗沙区径流量和输沙量变化的原因,可为黄河中游多沙粗沙区水资源合理分配提供一定的理论支持。     

Streamflow trends and hydrological response to climatic change in Tarim headwater basin

This paper has studied the change of streamflow and the impact of climatic vari-ability conditions on regional hydrological cycle in the headwater of the Tarim River Basin. This study investigates possible causes of observed trends in streamflow in an environment which is highly variable in terms of atmospheric conditions, and where snow and ice melt play an important role in the natural hydrological regime. The discharge trends of three head streams have a significant increase trend from 1957 to 2002 with the Mann–Kendall test. Complex time-frequency distributions in the streamflow regime are demonstrated especially by Morlet wavelet analysis over 40 years. The purpose is to ascertain the nature of climatic factors spatial and temporal distribution, involved the use of EOF (Empirical Orthogonal Function) to compare the dominant temperature, precipitation and evaporation patterns from normally climatic records over the Tarim’s headwater basin. It shows that the first principal component was dominated since the 1990s for temperature and precipitation, which identifies the significant ascending trend of spatial and temporal pattern characteristics under the con-dition of the global warming. An exponential correlation is highlighted between surface air temperature and mean river discharge monthly, so the regional runoff increases by 10%–16% when surface air temperature rises by 1℃. Results suggest that headwater basins are the most vulnerable environments from the point of view of climate change, because their wa-tershed properties promote runoff feeding by glacier and snow melt water and their funda-mental vulnerability to temperature changes affects rainfall, snowfall, and glacier and ice melt.     

宁夏回族自治区持续性旱灾的气候背景

基于宁夏地区1978—2010年旱灾灾情要素年资料和23个气象站1971—2011年月平均气温和月降水量资料,运用Mann-Kendall趋势分析和突变检验方法,详细分析了该地区近33年旱灾灾情及近41年气候的时空变化特征,在此基础上,剖析了持续性旱灾产生的气候背景。结果表明：1978—2010年宁夏地区旱灾呈持续性加重趋势,受灾人口、农作物受灾面积和直接经济损失增速分别为28.78万人/10a、3.16万hm²/10a和8 504.04万元/10a。空间变化上,旱灾加重速度由中部向北、向南呈减慢趋势。1971—2011年宁夏地区气候总体呈暖干化趋势,年平均气温、平均最高气温和最低气温的升温率分别为0.42 ℃/10a、0.37 ℃/10a和0.50 ℃/10a,增暖表现为全年温度升高,年平均气温和平均最高气温于20世纪90年代早期发生了显著增暖突变;降水量呈减少趋势,但不显著。宁夏持续性旱灾是气温持续快速上升和降水量减少共同作用的结果,其中气温显著增高是该地区干旱灾害加剧的主要气候因素。     

塔里木河流域径流变化趋势及其对气候变化的响应

This paper has studied the change of streamflow and the impact of climatic variability conditions on regional hydrological cycle in the headwater of the Tarim River Basin. This study investigates possible causes of observed trends in streamflow in an environment which is highly variable in terms of atmospheric conditions, and where snow and ice melt play an important role in the natural hydrological regime. The discharge trends of three head streams have a significant increase trend from 1957 to 2002 with the Mann-Kendall test. Complex time-frequency distributions in the streamflow regime are demonstrated especially by Morlet wavelet analysis over 40 years. The purpose is to ascertain the nature of climatic factors spatial and temporal distribution, involved the use of EOF （Empirical Orthogonal Function） to compare the dominant temperature, precipitation and evaporation patterns from normally climatic records over the Tarim＇s headwater basin. It shows that the first principal component was dominated since the 1990s for temperature and precipitation, which identifies the significant ascending trend of spatial and temporal pattern characteristics under the condition of the global warming. An exponential correlation is highlighted between surface air temperature and mean river discharge monthly, so the regional runoff increases by 10%-16% when surface air temperature rises by 1 ℃. Results suggest that headwater basins are the most vulnerable environments from the point of view of climate change, because their watershed properties promote runoff feeding by glacier and snow melt water and their fundamental vulnerability to temperature changes affects rainfall, snowfall, and glacier and ice melt.     

青海北川河流域径流变化的机理研究——基于模型和统计两种方法

气候变化和下垫面变化是影响河道径流的两大驱动力,研究两者对径流的影响有利于深入理解流域水文过程,为水资源管理提供科学依据。鉴于利用不同方法获得的结果存在一定程度的差异,有必要使用多种方法进行交叉验证。论文基于Budyko水量平衡法和新增水库模块的分布式水文模型(DHSVM)法量化了气候变化和下垫面变化对青海省北川河流域径流变化的贡献。结果表明：① 自1960年以来流域出口流量以每年0.037 m³/s的趋势下降,突变年份发生在1969年。② 2种方法的分析结果均表明,年代际尺度上,气候变化对径流影响的贡献率由高到低依次为：1990—1999年>2000—2009年>1970—1979年>1980—1989年=2010—2019年,且下垫面变化是1970—2019年流域出口径流变化的主导因素,对应的贡献率分别为94.58% (Budyko法)和65.68% (DHSVM法)。③ Budyko方法只能揭示流域整体的变化,而DHSVM方法能够体现水文过程变化的时空差异,模型结果表明上中游、下游地区的年平均径流变化分别受气候变化、下垫面变化主导;流域出口处月径流变化则对下垫面条件中的水库调节更敏感。此外,文中就2种方法量化结果差异的原因也展开了讨论。     

Predicting dam-related downstream geomorphic response with widely available stream gauge data: A case study of the Godavari River Basin,India

Dam-related downstream adjustments of riverbeds are normally investigated by analysing the trend in sediment supply and high flow events during the pre- and post-dam periods. The required data for existing predictive models is not measured at river gauges, which limits the application of these tools. We derived the frequency of sediment-transporting streamflow events (T*) and upstream sediment supply (S*) in the pre- and post-dam periods with widely available gauged records and predicted changes in the downstream riverbed by adapting an existing model. Ten gauging stations in the Godavari River Basin, India, located downstream of dams, were chosen as study sites. Annually surveyed cross-sections at each site validated the accuracy of the predicted dam-related downstream changes. Then, a regression equation (R² = 0.75) was established between T*/S* (independent variable) and changes in the downstream bed elevation (dependent variable) for the Godavari Basin. We recommended that similar local empirical equations be formulated for larger river basins. Models of large-scale rainfall-runoff and sediment transport processes that can account for the influence of dams, such as the Soil & Water Assessment Tool, can be paired with the proposed regression equation to estimate dam-related downstream erosion and deposition with globally available data.     

Sediment rating parameters and their implications: Yangtze River, China

This study examines the characteristics of sediment rating parameters recorded at various gauging stations in the Yangtze Basin in relation to their controls. Our findings indicate that the parameters are associated with river channel morphology of the selected reaches. High b-values (> 1.600) and low log(a) values (< − 4.000) occur in the upper course of the steep rock-confined river, characterizing high unit stream power flows. Low b-values (< 0.900) and high log(a) values (> − 1.000) occur in the middle and lower Yangtze River associated with meandering reaches over low gradients, and can be taken to imply aggradation in these reaches with low stream power. Higher b-values (0.900–1.600) and lower log(a)-values (− 4.000 to − 1.000) characterize the reaches between Yichang and Xinchang, immediately below the Three Gorges. These values indicate channel erosion and bed instability that result from changes in channel gradient from the upstream steep valley to downstream low slope flood plain settings. Differences in channel morphology accompany these changes. Confined, V-shaped valleys occur upstream and are replaced downstream by broad U-shaped channels. The middle and lower Yangtze shows an apparent increase in channel instability over the past 40 years. This inference is based on sediment rating parameters from various gauging stations that record increasing b-values against decreasing log(a)-values over that time. Analysis of the sediment load data also reveals a strong correlation between changes in sediment rating curve parameters and reduction of annual sediment budget (4.70 × 10⁸ t to 3.50 × 10⁸ t/year, from the 1950s to 1990s), largely due to the damming of the Yangtze and sediment load depletion through siltation in the Dongting Lake. Short-term deviations from the general trends in the sediment rating parameters are related to hydroclimatic events. Extreme low b-values and high log(a)-values signify the major flood years, while the reverse indicates drought events. When compared with rivers from other climate settings, it is evident that the wide range of values of the Yangtze rating parameters reflects the huge discharge driven by the monsoon precipitation regime of eastern China.     

基于IBIS模型的1955~2006年中国土壤温度模拟及时空演变分析

基于IBIS模型对中国1955~2006年的土壤上层1m的年平均与月平均土壤温度进行模拟,并利用全国气象站点土壤温度观测数据对模拟结果进行验证,结果显示中国南方区的模拟效果优于北方及青藏高原区,春、夏、秋三季模拟效果优于冬季,总体而言取得了较满意的效果。基于模拟结果,利用Mann-Kendall方法对中国1955~2006年年平均和月平均土壤温度进行趋势分析的结果表明,年平均土壤温度,中国北方呈显著上升趋势,南方呈非显著上升趋势,四川盆地、贵州中部、藏东南及天山地区等小部分区域呈现显著或非显著下降趋势;月平均土壤温度,北方基本保持显著上升趋势,南方地区7~9月份总体呈现出下降的趋势,8月份最为显著。     

长江经济带文旅产业融合发展水平测度及 空间演化研究

加快文旅产业融合发展利于增强国家软实力和满足人民日益增长的物质文化需要。采用2002—2017年长江经济带11省市和三大城市群的73个地级及以上城市截面数据,运用双产业系统的耦合测度模型、相对发展度模型和探索性空间数据分析法,实证分析长江经济带文旅产业融合发展水平及其空间演化特征。研究发现：（1）文旅产业融合发展水平整体趋于上升,但仍属初级融合阶段。文旅产业融合发展水平从下游到中游及上游呈逐步递减趋势。（2）文旅产业融合发展水平及其增速出现空间异质性。中上游地区文旅产业融合发展水平增速较快,并与下游地区的差距有所减小。（3）文旅产业融合发展的空间集聚差异显著。下游地区属于“高-高”集聚区,成为文旅产业融合发展的重要增长极,具有明显的空间扩散效应;中游地区及核心城市属于“高-低”集聚区,正在成为文旅产业融合发展的新增长极;上游地区则需加快打破二者融合发展的 “低-低”集聚区困局。（4）三大城市群间的文旅产业融合发展不平衡。长三角城市群文旅产业的相应综合发展指数明显领先、二者融合发展的“高-高”集聚空间趋于扩大。     

塔里木河流域水资源变化的特点与趋势

通过时间序列分析了塔里木河流域山区1961~2002年的降水和温度变化, 源流干流水分的消耗, 并对这些指标进行了KENDALL秩次相关检验。结果显示: 塔里木河源流山区降水和温度均有增加,但是降水增加的趋势在?琢 = 0.05水平上不显著, 温度升高的趋势显著; 塔里木河流域几个源流水量增加, 特别是在1994~2002年,年平均径流量比多年平均增加了25.163×10⁸ m³/a, 而上游三源流补给干流水量只增加0.9985×10⁸ m³/a, 塔里木河干流沿程各站的径流量呈现显著的线性递减趋势, 表明连续十年的丰水期并没有改变干流生态环境恶化的局面; 如果三源流来水以正常年份计算 (1957~2003年平均来水量), 塔里木河干流来水量每年只有22.57×10⁸ m³, 那样塔里木河流域的生态安全将更令人担忧。     

塔里木河流域水资源变化的特点与趋势

The Tarim RiverBasin islocated in NorthwestChina,which is known in the world forits rich natural resources and fragile eco-environment.W ater resource rational distribution and highly effective utilization isthe key pointsto solve the severe eco-environm …     

Characterizing streamflow response of a mountaintop-mined watershed to changing land use

Mountaintop removal mining is a dominant driver of land use/land cover changes in the Appalachian Region of the eastern United States and is expected to increase in scale in the coming decades. While several studies quantify land use/land cover changes attributed to traditional surface mining and at regional scales, no studies we are aware of focus specifically on mountaintop removal/valley fill mining practices at the watershed scale. Further, despite its scale and extent, its impact on runoff, particularly at larger spatial scales (10³ km²), is poorly understood due to the complex relationships between climate, land use, and hydrology. To explore the impacts of this practice at broader scales, we estimated land use/land cover changes using Landsat 5 TM imagery over five periods between 1994 and 2010; used a simple rainfall–runoff model to estimate hydrologic response time; and conducted non-parametric trend analyses on annual hydrologic metrics (streamflow, Q/P, response time) for the Big Coal River watershed located in the southern West Virginia coalfields. No statistically significant trends were detected in any of the timeseries. The lack of detectable trends and correlations between land use changes and hydrology at the basin scale are not entirely unexpected due to the history and mosaic of land cover changes that span timescales larger than our study period. Further interannual variation likely overwhelms our ability to detect potential changes using monotonic trend analysis at the annual time scale, particularly in light of strong streamflow seasonality. Future studies therefore should include different methods of change detection applied to different timescales to more appropriately account seasonal and interannual variations. Until the significance of this practice on water resources (quality and quality) are understood, efforts to reduce the environmental problems associated with mountaintop mining will be difficult to achieve.     

基于高分辨率格点数据的1961-2013年青藏高原雪雨比变化

基于国家气象信息中心发布的1961-2013年全国0.5° × 0.5°逐日降水量和日平均气温格点数据集以及气象站点日降水量和日平均气温实测资料,采用森斜率,M-K突变分析,IDW空间插值以及小波分析等方法,对近53年来青藏高原的降水量,降雨量,降雪量以及雪雨比的时空变化,突变和周期等特征进行了分析.结果表明:① 从时间尺度上看,青藏高原的降水量和降雨量总体呈增加趋势,增加幅度分别为0.6 mm·a^-1(p < 0.05)和1.3 mm·a^-1(p < 0.001);而降雪量和雪雨比均呈下降趋势,下降幅度分别为0.6 mm·a^-1(p < 0.01)和0.5% a^-1(p < 0.001).② 从空间分布上看,青藏高原的大部分地区降水量和降雨量呈增加趋势,而降雪量却呈现减少趋势.因此,雪雨比在青藏高原相应呈现减少趋势.③ 突变和周期分析表明,青藏高原降水量,降雨量,降雪量和雪雨比的突变时间分别出现在2005,2004,1996和1998年左右,而周期变化集中为5年,10年,16年,20年左右.④ 青藏高原降水量倾向率和降雨量倾向率均随海拔的升高呈现出先降低后升高的变化趋势,降雪量倾向率随海拔的升高而降低,雪雨比倾向率随海拔的升高呈微弱的下降趋势.     

基于Budyko假设和分形理论的水沙变化归因识别——以北洛河流域为例

全球气候变化及人类活动深刻影响了区域水文过程,进行水沙变化归因识别对流域生态保护和高质量发展尤为重要。基于Budyko假设和分形理论,采用弹性系数法,对北洛河流域上（丘陵沟壑区）、中（土石山林—高塬沟壑区）、下游（渭北旱塬农区）3种不同地貌和植被类型区1959—2019年的水、沙通量变化进行归因分析。结果表明,北洛河上、中、下游径流量均显著减少,由20世纪60年代的35 mm、32 mm、34 mm,减少到21世纪10年代的19 mm、24 mm、6 mm,60 a减少率分别为0.3 mm a^-1、0.2 mm a^-1、0.4 mm a^-1。上游输沙量极显著减少,中游降低趋势不显著,下游显著减少,由20世纪60年代的99×10⁶ t、8×10⁶ t、3×10⁶ t,减少到21世纪10年代的10×10⁶ t、3×10⁶ t、0.3×10⁶ t,60 a减少率分别为1.5×10⁶ t a^-1、0.04×10⁶ t a^-1、0.1×10⁶ t a^-1。20世纪70年代以来,上游径流变化逐渐受人类活动影响,且影响程度逐渐增强,21世纪10年代人类活动贡献率达66.3%;气候变化是中游径流变化的主控因子,21世纪10年代降雨和潜在蒸散发的贡献率分别为77.0%和20.2%;下游径流减少主要为人类活动影响,21世纪10年代其贡献率为64.3%。对比20世纪60年代流域输沙量变化始终受人类活动主导,21世纪10年代人类活动对上、中、下游输沙量减少的贡献率分别为80.7%、59.2%和92.7%。上游人类活动对输沙量减少的贡献中,退耕还林等沟坡措施和沟道工程措施分别为39.0%、42.7%,中、下游人类活动贡献的估算结果反映出高植被覆盖区和农区汲水灌溉对区域水、沙的影响特征。