定量分析1951–2010年北京地区气候变化对潜在蒸散量的影响（英文）

Climate change is likely to affect hydrological cycle through precipitation,evapotranspiration,soil moisture etc.In the present study,an attempt has been made to study the climate change and the sensitivity of estimated evapotranspiration to each climatic variable for a semi-arid region of Beijing in North China using data set from 1951 to 2010.Penman-Monteith method was used to calculate reference crop evapotranspiration(ETo).Changes of ETo to each climatic variable was estimated using a sensitivity analysis method proposed in this study.Results show that in the past 60 years,mean temperature and vapor pressure deficit(VPD) were significantly increasing,relative humidity and sunshine hours were significantly decreasing,and wind speed greatly oscillated without a significant trend.Total precipitation was significantly decreasing in corn season(from June to September),but it was increasing in wheat season(from October to next May).The change rates of temperature,relative humidity,VPD,wind speed,annual total precipitation,sunshine hours and solar radiation were 0.42℃,1.47%,0.04 kPa,0.05 m·s–1,25.0 mm,74.0 hours and 90.7 MJ·m–2per decade,respectively.In the past 60 years,yearly ETo was increasing with a rate of 19.5 mm per decade,and total ETos in wheat and corn seasons were increasing with rates of 13.1 and 5.3 mm per decade,respectively.Sensitivity analysis showed that mean air temperature was the first key factor for ETo change in the past 60 years,causing an annual total ETo increase of 7.4%,followed by relative humidity(5.5%) and sunshine hours(–3.1%);the less sensitivity factors were wind speed(0.7%),minimum temperature(–0.3%) and maximum temperature(–0.2%).A greater reduction of total ETo(12.3%) in the past 60 years was found in wheat season,mainly because of mean temperature(8.6%) and relative humidity(5.4%),as compared to a reduction of 6.0% in ETo during corn season due to sunshine hours(–6.9%),relative humidity(4.7%) and temperature(4.5%).Increasing precipitation in the wheat season will improve crop growth,while decreasing precipitation and increasing ETo in the corn season induces a great pressure for local government and farmers to use water more efficiently by widely adopting water-saving technologies in the future.     

Quantitative estimation of climate change effects on potential evapotranspiration in Beijingduring 1951-2010简

℃ Climate change is likely to affect hydrological cycle through precipitation, evapotranspiration, soil moisture etc. In the present study, an attempt has been made to study the climate change and the sensitivity of estimated evapotranspiration to each climatic variable for a semi-arid region of Beijing in North China using data set from 1951 to 2010. Penman-Monteith method was used to calculate reference crop evapotranspiration （ETo）. Changes of ETo to each climatic variable was estimated using a sensitivity analysis method proposed in this study. Results show that in the past 60 years, mean temperature and vapor pressure deficit （VPD） were significantly increasing, relative humidity and sunshine hours were significantly decreasing, and wind speed greatly oscillated without a significant trend. Total precipitation was significantly decreasing in corn season （from June to September）, but it was increasing in wheat season （from October to next May）. The change rates of tem- perature, relative humidity, VPD, wind speed, annual total precipitation, sunshine hours and solar radiation were 0.42℃, 1.47%, 0.04 kPa, 0.05 m.s-1, 25.0 mm, 74.0 hours and 90.7 MJ.m-2 per decade, respectively. In the past 60 years, yearly ETo was increasing with a rate of 19.5 mm per decade, and total ETos in wheat and corn seasons were increasing with rates of 13.1 and 5.3 mm per decade, respectively. Sensitivity analysis showed that mean air temperature was the first key factor for ETo change in the past 60 years, causing an annual total ETo increase of 7.4%, followed by relative humidity （5.5%） and sunshine hours （-3.1%）; the less sensitivity factors were wind speed （0.7%）, minimum temperature （-0.3%） and maximum temperature （-0.2%）. A greater reduction of total ETo （12.3%） in the past 60 years was found in wheat season, mainly because of mean temperature （8.6%） and relative hu- midity （5.4%）, as compared to a reduction of 6.0% in ETo during corn season due to sunshinehours （-6.9%）, relative humidity （4.7%） and temperature （4.5%）. Increasing precipitation in the wheat season will improve crop growth, while decreasing precipitation and increasing ETo in the corn season induces a great pressure for local government and farmers to use water more efficiently by widely adopting water-saving technologies in the future.     

阿克苏河流域气候变化对潜在蒸散量影响评价(英文)

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.     

阿克苏河流域气候变化对潜在蒸散量影响评价(英文)

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 met...     

19562000年中国潜在蒸散量变化趋势

利用1956²000年全国580个气象站的逐月气候资料,采用FAO推荐的彭曼-孟蒂斯公式计算潜在蒸散量,对中国及十大流域这45年的潜在蒸散量时空分布特征和变化趋势进行了分析,并采用偏相关分析方法,对造成潜在蒸散量变化的主要气候影响因子进行了探讨。结果表明:45年中除松花江流域外,全国绝大多数流域的年和四季的潜在蒸散量均呈现减少趋势,南方各流域（西南诸河流域除外）年和夏季潜在蒸散量减少趋势尤其明显。1980²000年和1956¹979年两时段多年平均年潜在蒸散量差值表明,我国大部地区1980²000年时段较前一时段减少,山东半岛、黄河和长江源区、西南诸河的中西部以及宁夏等地则增多。分析还表明,全国及大多数流域的年和四季潜在蒸散量与日照时数、风速、相对湿度等要素关系密切,但这45年日照时数和/或风速的明显减少可能是导致大多数地区潜在蒸散量减少的主要原因。     

Spatial and temporal variations and controlling factors of potential evapotranspiration in China: 1956-2000

Based on the climatic data of 580 stations in China during 1956 and 2000, potential evapotranspiration are calculated using the Penman-Monteith Method recommended by FAO. The spatial and temporal distributions of the potential evapotranspiration over China and the temporal trends of the regional means for 10 major river basins and whole China are analyzed. Through a partial correlation analysis, the major climate factors which affect the temporal change of the potential evapotranspiration are analyzed. Major results are drawn as follows: 1) The seasonal and annual potential evapotranspiration for China as a whole and for most basins show decline tendencies during the past 45 years; for the Songhua River Basin there appears a slightly increasing trend. 2) Consequently, the annual potential evapotranspirations averaged over 1980-2000 are lower than those for the first water resources assessment (1956-1979) in most parts of China. Exceptions are found in some areas of Shandong Peninsula, western and middle basins of the rivers in Southwest China, Ningxia Hui Autonomous Region as well as the source regions of the Yangtze and Yellow rivers, which may have brought about disadvantages to the exploration and utilization of water resources. 3) Generally, sunshine duration, wind speed and relative humidity have greater impact on the potential evapotranspiration than temperature. Decline tendencies of sunshine duration and/or wind speed in the same period appear to be the major causes for the negative trend of the potential evapotranspiration in most areas.     

基于Hargreaves-Samani回归修正的作物参考蒸散发计算适用性研究

为提高Hargreaves-Samani（H-S）模型计算参考蒸散发的精度,利用西北黄河流域与长江中下游平原共128个气象站点1961—2010年的逐日气象资料对H-S模型进行回归修正,以Penman-Monteith（P-M）模型为标准,评价了H-S改进模型H-S_CORR模型的计算精度,并且以第六次国际耦合模式比较计划（CMIP6）气候模式来对H-S_CORR模型进行了未来适应性评价。结果表明：修正后,在验证期内,长江中下游平原4个分区的平均绝对误差（MAE）和均方根误差（RMSE）的平均值分别下降了6.21 mm·月^-1和6.38 mm·月^-1;西北黄河流域4个分区的MAE和RMSE的平均值分别下降了9.26 mm·月^-1和9.23 mm·月^-1,2个研究区域修正后的决定系数（R²）比修正前最少提高1%。在CMIP6气候模式的未来气候情景下R²均达到0.98以上,具有良好的适应性。该研究修正的模型方法可为仅有气温数据的地区提供较高精度的参考蒸散发估算方法,为高频灌溉提供较为准确的数据基础。     

西北地区生长季参考作物蒸散变化成因的定量分析

基于FAO Penman-Monteith 公式计算了我国西北地区126 个测站1961-2009 年的生长季(4-10 月) 参考作物蒸散(ET₀) 对平均气温、风速、相对湿度和太阳辐射的敏感系数,并结合各气象因子的多年变化特征定量讨论参考作物蒸散变化的原因。结果表明：风速和气温的敏感性虽然相对较低,但因其显著变化,成为引起ET₀变化的主导因子,贡献达到-5.22%和3.29%;太阳辐射和相对湿度敏感性较大,但因变化小,贡献仅为-0.76%和0.63%。空间上,气温在西北地区对ET₀ 变化多为正贡献,风速和太阳辐射多为负贡献;相对湿度在西部多为负贡献,东部为正贡献。估算的4 个气象因子共同作用引起的ET₀变化在趋势、数值和空间分布上均与ET₀的实际变化基本一致,两者的相关系数高达0.99,表明结合敏感性分析和气象因子的多年变化来解释西北地区ET₀变化的原因兼具合理性和可行性。而且该方法弥补了趋势分析法、相关分析法和敏感性分析法的不足,为定量分析ET₀变化成因提供一条新思路     

科尔沁湿草甸参考作物蒸散发模拟分析

为探明气候变化下干旱半干旱地区湿草甸参考作物蒸散发(ET₀)影响因子,使用FAO 56 P-M模型对科尔沁湿草甸ET₀进行模拟,利用涡度相关系统对模型的适用性进行评价,并通过通径分析及指标敏感性分析对ET₀的影响因子进行辨识。结果表明:(1)小时尺度模拟精度最高,日尺度次之,月尺度较差,小时尺度上晴、阴、雨3种天气条件下模拟效果不同,晴天最优,阴雨天较差。(2)ET₀年内变化呈单峰曲线状,生长季明显高于非生长季,集中在3—10月,占全年89.79%。生长季典型晴天ET₀逐小时分布特征遵循倒“U”单峰型变化规律。(3)通径分析结果显示,对ET₀的通径系数以及对回归方程估测可靠程度E的总贡献均表现为VPD(饱和水汽压差) > T_min(最低气温) > R_n(冠层表面净辐射)>u₂(2 m高度风速),即VPD为影响ET₀最重要的因子;指标敏感性分析中,在去除VPD后引起的E变化最大,说明ET₀对VPD的变化最为敏感,其次为u₂、T_min和R_n。     

黄土高原1959-2015年潜在蒸发量的时空变化

蒸发是水文循环的一个重要过程,也是影响区域水资源量的重要因素。通过选取黄土高原50个气象站1959-2015年的逐月气象资料,应用FAO修正的Penman-Monteith模型计算黄土高原潜在蒸发量,采用Mann-Kendall检验与空间插值分析其时空变化特征,探讨各气象要素对潜在蒸发量的影响。结果表明：黄土高原多年平均潜在蒸发量在780~1 470 mm之间,由西北向东南递减。1959-2015年,黄土高原潜在蒸发量变化率为5.64 mm·（10 a）^-1;春季变化率最大,其次为夏季和秋季,冬季最小。从空间分布看,西部、中北部地区和东南部地区潜在蒸发量均呈非显著性增加趋势。太阳净辐射量增加是黄土高原潜在蒸发量增加的主导因子,其次为实际水汽压、风速和温度。     

榆林地区1970-2010年气候因子变化特征分析

榆林位于陕西省黄土高原和内蒙古毛乌素沙地的交接地带,是我国北方农牧交错带的典型地区,地理环境复杂多样,致使该地区生态环境比较敏感,极易受到气候变化和人类活动的影响和干扰。为探讨榆林地区气候变化的发展趋势和特征,基于1970-2010年气象资料,对榆林地区5个气象指标（平均最低气温、平均最高气温、平均气温、降水量和太阳辐射）进行空间插值,进而分析了各指标的季节和年际变化特征,即趋势变化、周期性变化、突变特征。结果表明,榆林地区气温呈现上升的趋势,春季和冬季的气温增幅对全年的增温贡献较大;降水量波动变化较大,夏季降水量减少比其他季节明显。20世纪80年代的降水量较大,90年代前期和中期降水量减少,而90年代后期降水量出现了回升趋势;41 a来的太阳辐射呈现下降的趋势,夏季太阳辐射的减少对全年太阳辐射的减少贡献较大。5个气象指标的周期性变化在大时间尺度上（如25~32 a）变化比较稳定,在小时间尺度上差异比较明显;降水量和平均最低气温在三类时间尺度（如5~15 a、15~25 a和25~30 a）上的周期比较明显。另外,除春季降水量外,其他季节的气象因子在1970-2010年期间变化频率有增加、时间间隔减少的趋势,说明最近10~20 a榆林地区气候变化比较活跃。对榆林地区气候变化特征进行分析,为进一步揭示气候变化下榆林地区农业生产系统的影响机理提供理论基础,为当地政府制定农业生产政策提供决策支持。     

1981-2010年气候变化对青藏高原实际蒸散的影响(英文)

From 1981 to 2010,the effects of climate change on evapotranspiration of the alpine ecosystem and the regional difference of effects in the Tibetan Plateau(TP) were studied based on the Lund-Potsdam-Jena dynamic vegetation model and data from 80 meteorological stations.Changes in actual evapotranspiration(AET) and water balance in TP were analyzed.Over the last 30 years,climate change in TP was characterized by significantly increased temperature,slightly increased precipitation,and decreased potential evapotranspiration(PET),which was significant before 2000.AET exhibited increasing trends in most parts of TP.The difference between precipitation and AET decreased in the southeastern plateau and increased in the northwestern plateau.A decrease in atmospheric water demand will lead to a decreased trend in AET.However,AET in most regions increased because of increased precipitation.Increased precipitation was observed in 86% of the areas with increased AET,whereas decreased precipitation was observed in 73% of the areas with decreased AET.     

博斯腾湖流域潜在蒸散发时空演变及归因分析

运用博斯腾湖流域1970—2014年的气象站点数据及Penman-Monteith公式计算潜在蒸散发(ET0),对比分析了流域山区和平原区ET0的时空变化及对主要气象因子的不同影响。结果表明:(1)在年际尺度上,山区ET0在1970—2000年整体呈波动下降的趋势(P <0. 01),2000年开始,ET0呈现略微上升的趋势;平原区ET0在1970—1993年间以-77 mm·(10 a)-1的速率呈减小的趋势(P <0. 01),1993年之后逆转为以83. 8 mm·(10 a)-1的速率呈上升趋势(P <0. 01),平原区的变化明显强于山区。(2)季节上呈现夏季为流域ET0最高的季节,是年变化的主要贡献者;而变化趋势则表现为平原区春季和夏季ET0大于山区,秋季和冬季略小于山区。(3) ET0变化对净辐射和风速最为敏感,同时,山区净辐射和风速对ET0变化的贡献率最大,平原区影响ET0变化的主导因素是风速,风速对ET0的贡献率均超过50%。     

SEBS模型在黑河流域中游的应用及参数敏感性分析

干旱区的蒸散发（ET）研究对干旱区的水资源管理和生态系统恢复具有重要意义。本文基于SEBS模型和参考作物蒸散量估算2009年3—9月黑河流域中游地区蒸散发。使用涡度相关蒸散数据验证表明,SEBS模型能够有效估算黑河流域中游的蒸散发。从各月的ET分布状况来看,区域平均ET有着明显的月变化;植被生长季内ET总量空间分布差异大,在23.4~752.6 mm之间,区域平均值为428.7mm。通过对SEBS模型参数敏感性分析发现,SEBS模型对地面温度最为敏感,其次是空气温度,再者是风速和反照率,对NDVI和空气湿度的敏感性最小。     

1981-2010年气候变化和人类活动对内蒙古地区植被动态影响的定量研究

基于GIMMS NDVI以及MODIS NDVI数据,分析内蒙古地区1981-2010年的植被变化趋势,并结合气候、社会经济数据,以旗县为单位定量分析气候变化和人类活动对植被变化的影响,结果表明：①1981-2010年间,内蒙古地区植被变化具有典型的空间异质性,其中植被显著增加区域主要集中在西南部的阿拉善盟、鄂尔多斯市以及东部通辽市等地区,显著减少区域主要集中在北部的锡林郭勒盟以及东北部的呼伦贝尔市的部分地区;②对于植被显著增加区域,人类活动作用的影响面积最大,其次为气候因素,气候与人类活动的耦合作用也对植被增加有一定显著影响;内蒙古西部降雨量的增加、围封禁牧政策的实施以及农作物播种面积的增加为驱动植被增加的主要因素;③对于植被显著减少区域,人类活动的作用略大于气候因素;内蒙古中东部地区降雨减少以及近10年来部分旗县风速的增加是导致植被显著减少的重要气候因素;虽然人工造林、农作物播种面积会增加局部植被盖度,但在县域尺度不足以抵消干旱对植被生长的不利影响,反而会导致区域植被退化。     

挠力河流域河流径流量对气候变化的敏感性分析

流域径流量对气候变化的敏感性分析是理解气候变化对流域水资源影响的重要手段。本文利用非更新式人工神经网络(ANN)模型,以年平均降雨、年最低气温和最高气温为输入参数,年平均径流量为输出变量,构建了三江平原挠力河流域的径流量预测ANN模型;并根据IPCC第四次报告的气候变化模式,设定了9种不同的气候变化情景,利用构建的ANN模型分析了流域径流量对气候变化的敏感性。结果表明:构建的人工神经网络模型能够较好的模拟径流量,可用于气候变化的敏感性分析;挠力河流域上游径流量对气候变化的敏感性要大于中游区域的,降水变化对径流量的影响大于气温对其产生的影响。     

1971-2010年若尔盖湿地潜在蒸散量及地表湿润度的变化趋势

利用若尔盖、红原、玛曲3个气象站1971-2010年的地面气象观测资料,根据Penman-Monteith模型计算了若尔盖湿地的潜在蒸散量,发现若尔盖湿地年潜在蒸散量呈明显上升的趋势,上升趋势为9.1 mm/10a;若尔盖湿地潜在蒸散量在2001年出现了增大突变,2001-2010年平均潜在蒸散量比1971-2000年上升了28.6 mm;各季节潜在蒸散量均呈上升趋势,其中以秋季上升最明显,上升趋势为4.3 mm/10a。导致若尔盖湿地潜在蒸散量上升的主要气象因子是温度上升、相对湿度下降和降水量的减少,虽然日照时数减少和风速减小有利于潜在蒸散量的下降,但由于气温上升的趋势更明显,影响更大,所以若尔盖湿地潜在蒸散量呈明显的上升趋势。近40 a若尔盖湿地地表湿润度以-0.03/10a的趋势减小,其中2001-2010年比1981-1990年下降了0.11,下降十分明显;与此同时,年平均气温以0.41℃/10a的趋势上升,降水量以-13.5 mm/10a的趋势减少,虽然若尔盖湿地仍属于湿润区,但出现了明显的暖干化趋势。     

1993—2017年气候变化对西藏谷物单产的定量影响

气候变化对农业的影响是全球关注的热点问题之一,青藏高原对气候变化尤其敏感,但气候变化对青藏高原农业产量的定量影响缺乏系统研究。为定量评估气候变化对西藏谷物单产的影响,本文使用气象数据与年鉴统计数据,选取了固定效应模型、差分模型和线性去趋势模型3类统计模型,分析了1993—2017年间气候变化（最低气温、降水量、生长度日和太阳辐射）对西藏县（区）级、市级和自治区3个尺度的谷物单产的影响。结果表明：西藏整体对于温度（最低气温和生长度日）的敏感性大于降水量和太阳辐射。各项气候因子对西藏谷物单产的整体影响为正影响,但不同区域对气候因子的敏感程度和显著性不同。除了生长度日对于拉萨为负影响以外,最低气温、降水量和太阳辐射对于所有市均为正影响。气候趋势对于西藏整体谷物单产的影响为正影响,不同模型计算结果集中在1.5%~4.8%区间内。3类模型中固定效应模型稳定性最好,线性去趋势模型好于差分模型,差分模型在引入气候因子间的交互项后模型稳定性降低。本文有助于西藏实施更加有空间针对性的农业适应气候变化措施,以应对气候造成的青藏高原农业生态系统变化。     

气候变化和人类活动对汾河流域径流情势影响分析

在人类活动和气候变化的影响下,汾河入黄径流量锐减,加剧了山西省水资源短缺的现状,并引起生态环境的恶化,同时入黄径流量的减少致使黄河干流流量的减少,加剧了黄河中下游的水资源短缺。以汾河流域为研究区,采用水文变异诊断系统分析了汾河流域入黄控制站河津站1956-2012年的径流情势的变化情况,入黄径流有显著下降的趋势,并且在1971年左右发生了突变减少。然后采用多元分析方法,分析造成径流突变减少的影响因子,其径流受到降水量、潜在蒸散发量和人类活动引起的流域属性改变的影响。随后采用Budyko公式分析其敏感性,在相对较长的时间尺度上,气候变化对径流的影响比人类活动更加敏感。最后采用累计斜率法分析上述参数对径流的影响比率,得到径流量受降水量、潜在蒸散发量和流域属性的影响比率分别为16.29%、-4.86%和88.57%。