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1.
近50年中国温带季风区植物花期春季霜冻风险变化 总被引：7，自引：2，他引：5
中国温带季风区是我国重要的农业区,春季霜冻常对该地区的植物造成严重的损害。本文利用“中国物候观测网”12 个站点的物候观测数据和对应站点气象资料,应用物候模型方法,对1963-2009 年各站点的霜冻频次和多种木本植物的始花期进行了分析,并对植物在花期的霜冻风险进行了评估。结果表明,1963-2009 年,研究区内东北地区和华北地区的始花期分别以-1.52 天/10a (P < 0.01) 和-2.22 天/10a (P < 0.01) 的速度提前。在同一时段,研究区春季霜冻日数显著减少,终霜冻日显著提前。综合考虑花期和霜冻频次的变化,霜冻风险指数,即木本植物花期受到霜冻的物种数占调查总数的百分比,在东北地区以-0.37%/10a 的速度降低(不显著);而在华北地区,霜冻风险指数则以-1.80%/10a 的速度显著下降(P < 0.01)。这表明过去半个世纪研究区植物花期霜冻风险在降低,且存在显著的区域差异。该结论可为农业和森林管理者制订应对春季霜冻害的决策提供参考。 相似文献
2.
Thirty years of data are examined for the last spring freeze and first autumn freeze at freeze thresholds of 0°C, -2.2°C, and -4.4°C. Four statistical conclusions of a 1958 Iowa freeze hazard study are tested in New York. The time series of freeze dates are random and normally distributed. Spring and autumn freeze dates are independent at a station. The variances of autumn freeze dates are homogeneous throughout New York and variances of spring freeze dates are homogeneous within each of three regions of similar climate. Statistical properties of the freeze date time series should be examined locally before results of studies in other regions are used. (Key words: freeze, frost, climatology, growing-season, New York, statistical methods.) 相似文献
3.
1982~1999 年我国东部暖温带植被 生长季节的时空变化 总被引：23，自引：1，他引：22
利用1982~1996 年5 个站点的植物群落物候观测数据和物候累积频率拟合法, 划分各站逐年的植被物候季节, 并确定各季节初日对应的当地归一化差值植被指数(NDVI) 阈值。 在此基础上, 通过对物候站各年NDVI 曲线的年型聚类分析和区内所有像元逐年NDVI 曲线的空间聚类分析, 实现植被物候季节的时空外推估计, 从而得到我国暖温带落叶阔叶林地区1982~1999 年植被物候季节初日和生长季节长度的时空格局。结果表明, 多年平均的植被物 候季节初日和生长季节长度呈现出主要随纬度和海拔高度变化的空间格局。在这18 年中, 整 个区域的物候春季初日以提前为主, 且以华北平原提前的趋势最为显著;夏季、秋季和冬季 初日以推迟为主, 也以华北平原推迟的趋势比较显著;因此, 华北平原植被生长季节呈显著 延长的趋势。本文揭示的植被物候季节初日的趋势变化与华北地区各季节气温的趋势变化基本吻合;植被生长季节的趋势变化特征与欧洲单种植物物候生长季节, 以及欧亚大陆和我国温带遥感植被生长季节的趋势变化基本一致, 但植被生长季节初、终日期和长度的趋势值明显大于后者, 表明该地区植物物候对于气候变暖的响应更加敏感。 相似文献
4.
Based on phenological records extracted from Chinese historical dairies, spring phenological series in the Yangtze River Delta (YRD) of China since 1834 is reconstructed. Together with temperature and phenological observation data, the indicating significance of spring phenological series to temperature changes is also analyzed. The results are shown as follows. (1) From 1834 to 1893, spring phenodate in the YRD was fluctuated and gradually delayed, but, advanced greatly at the end of the 19th century. From 1900 to 1990, although the decadal variations were found, no clear multi-decadal trend was detected. From 1990 to 2010, spring phenodate showed significantly advance again. Compared with the mean value for 1977-1996, the latest phenodate occurred in 1893 with 27 days delayed while the earliest phenodate occurred in 2007 with 17 days advanced. (2) The correlation coefficients between spring phenodates and temperatures from December to March and from January to March exceeded -0.75 and -0.80, respectively, indicating that our phenodate series well presents the long-term changes of winter and early spring (especially from January to March) tem-peratures. These results provide important basic data for the long-term integrated tempera-ture reconstruction over China in the future work. 相似文献
5.
中国东北耕地物候期对气候变化的响应(英文) 总被引：9，自引：3，他引：6
We investigated the responses of cropland phenophases to changes of agricultural thermal conditions in Northeast China using the SPOT-VGT Normalized Difference Vegetation Index (NDVI) ten-day-composed time-series data, observed crop phenophases and the climate data collected from 1990 to 2010. First, the phenological parameters, such as the dates of onset-of-growth, peak-of-growth and end-of-growth as well as the length of the growing season, were extracted from the smoothed NVDI time-series dataset and showed an obvious correlation with the observed crop phenophases, including the stages of seedling, heading, maturity and the length of the growth period. Secondly, the spatio-temporal trends of the major thermal conditions (the first date of ≥10℃, the first frost date, the length of the temperature-allowing growth period and the accumulated temperature (AT) of ≥10℃) in Northeast China were illustrated and analyzed over the past 20 years. Thirdly, we focused on the responses of cropland phenophases to the thermal conditions changes. The results showed that the onset-of-growth date had an obvious positive correlation with the first date of ≥10℃ (P < 0.01), especially in the northern part of the Songnen Plain, the eastern part of the Sanjiang Plain and the middle and eastern parts of Jilin Province. For the extracted length of growing season and the observed growth period, notable correlations were found in almost same regions (P < 0.05). However, there was no obvious correlation between the end-of-growth date and the first frost date in the study area. Opposite correlations were observed between the length of the growing season and the AT of ≥10℃. In the northern part of the Songnen Plain, the eastern part of the Sanjiang Plain and the middle part of Jilin and Liaoning Provinces, the positive correlation coefficients were higher than the critical value of 0.05, whereas the negative correlation coefficients reached a level of 0.55 (P < 0.05) in the middle and southern parts of Heilongjiang Province and some parts of the Sanjiang Plain. This finding indicated that the crop growth periods were shortened because of the elevated temperature; in contrast, the extended growth period usually meant a crop transformation from early- or middle-maturing varieties into middle or late ones. 相似文献
6.
厘清驱动植物物候变化的气候因子对评估全球变化对生态系统的影响具有重要意义。针对欧洲与北美地区木本植物的控制实验表明春季物候变化主要受冷激、驱动温度和光周期影响,但这3个气候因子是否对东亚地区木本植物的春季物候存在相似的作用仍需验证。论文选取了5种典型木本植物(迎春Jasminum nudiflorum、连翘Forsythia suspensa、荚蒾Viburnum dilatatum、玉兰Yulania denudata与东京樱花Cerasus yedoensis),利用生长箱对冬季休眠枝条的展叶过程开展了控制实验。实验设置了3种驱动温度(12 ℃、15 ℃、18 ℃)、3种冷激(3 d、38 d、59 d)以及2种光周期(10 h、14 h)处理,并利用分层贝叶斯模型建立了展叶始期与各影响因子间的关系。结果表明,驱动温度每升高1 ℃导致展叶始期提前2.6 ~ 9.0 d,但展叶始期的温度敏感度随温度和冷激天数的增加而减弱。冷激也是影响木本植物展叶始期的重要因子。与冷激处理3 d相比,冷激处理59 d使展叶始期提前20.3 ~ 66.6 d,但随冷激天数增加,展叶始期对冷激响应的敏感度减弱。光周期延长对展叶始期具有提前效应,但总体小于驱动温度与冷激的影响。光周期由10 h延长至14 h后,展叶始期提前0.3 ~ 12.9 d,且在低冷激处理时光周期的效应更明显。这些结果为理解近几十年来春季物候变化及其对增温的响应提供了科学依据。 相似文献
7.
Ulrike Kienel Georgiy Kirillin Brian Brademann Birgit Plessen Reinhard Lampe Achim Brauer 《Journal of Paleolimnology》2017,57(1):37-49
Monitoring during three meteorologically different spring seasons in 2012, 2013, and 2014 revealed that temperature increase in spring, which influences spring lake mixing duration, markedly affected nutrient availability and diatom deposition in a sediment trap close to the bottom of deep Tiefer See, NE Germany. Deposition of Stephanodiscus taxa and small Cyclotella taxa was much higher after late ice out and a deep, short lake mixing period in spring 2013, compared to that after gradual warming and lengthy lake mixing periods in spring 2012 and 2014, when only brief or marginal ice cover occurred. Availability of dissolved Si and P was 33 and 20 % higher, respectively, in 2013 compared to 2014. The observed relation between high (low) diatom deposition and short (lengthy) mixing duration in spring was applied to varved sediments deposited between AD 1924 and 2008. Low detrital Si content in trapped material and a sediment core enabled use of µXRF-counts of Si as a proxy for diatom silica. The spring mixing duration for 1951–2008 was derived from FLake-model calculations. The spring warming duration related to lake mixing was approximated from air temperatures for 1924–2008 using the dates when daily mean air temperature exceeded 5 °C (start) and 10 °C (end). Diatom silica deposition showed a significant (p < 0.0001) inverse linear relationship with the modeled spring mixing duration (R2 = 0.36) and the spring warming duration (R2 = 0.28). In both cases, the relationship is strengthened when data from the period of low diatom production (1987–2005) is excluded (R2 = 0.59 and R2 = 0.35). Part of this low diatom production is related to external nutrient supply that favored growth of cyanobacteria at the expense of diatoms. This approach shows that diatom Si deposition was strongly influenced by the availability of light and nutrients, related to the duration of lake mixing and warming in spring, during most of the studied period. The remaining unexplained variability, however, indicates that additional factors influence Si deposition. Further tests in other deep, temperate lakes are necessary to verify if this relation is a common feature and consequently, if diatom Si can be used as a proxy for spring mixing duration in such lakes. 相似文献
8.
STEFAN GRAB 《Geografiska Annaler: Series A, Physical Geography》2007,89(3):185-193
Rock temperature data are presented for a variety of topographic localities at a high Drakensberg site. The objective is to investigate the spatiotemporal variations of surface rock temperatures in high Drakensberg basalt. The temperature results are then used to discuss possible implications for thermal stress fatigue and frost‐induced weathering. Tinytalk? data loggers and probes were used for rock‐surface temperature recording. Long‐term measurements were recorded over 12 months from May 2002 to April 2003, at a 1‐hour logging interval and rock depth of 1 cm for a highaltitude (3300 m a.s.l.) interfluve and fracture site. Whilst the north‐facing rock surface experiences negligible hours below ?3°C, the south‐facing rock surface and interfluve sites are subjected to considerable periods below ?3°C, which falls within the ‘frost cracking window’. It is concluded that the substantial contrasts of recorded rock thermal parameters over small spatial scales between various topographic settings, highlight that site‐specific measurements across the broader scale are required for an adequate evaluation of regional weathering and its associated landform development. 相似文献
9.
根据中山站 Brewer臭氧光谱仪的观测结果 ,对中山站地区近六年春季臭氧低值的特征进行研究 ,并与 TOMS卫星观测结果进行了对比分析。分析表明中山站春季臭氧值的逐日变化与极地涡旋动力过程有密切联系。Brewer和 TOMS观测结果总体上接近 ,但 TOMS要略高于地基观测结果 6～ 1 0 DU。在春季臭氧低值期间 ,UV- B测值要高于夏至时的 UV- B测值 ,30 0～30 5nm波段的 UV- B辐射强度比 32 0～ 32 5nm波段更易受春季臭氧低值的影响 相似文献
10.
利用中国物候观测网观测数据,新编制了哈尔滨地区1985-2012年的自然历。通过与原自然历（1963-1984年）比较,揭示了近30年以来哈尔滨地区21个植物99个物候期的变化特征,并通过物候期与气温的相关分析探讨了物候变化原因。结果表明：自1985年以来,哈尔滨的春季、夏季、秋季的物候期开始日期提前,冬季开始日期推迟。其中春季（以白榆叶芽膨大期为代表）、夏季（以暴马丁香开花始期为代表）、秋季（以金银忍冬果实成熟期为代表）分别提前了7天、6天和19天,冬季（以胡桃楸落叶末期为代表）推迟了2天。各物候期在春季、夏季、秋季的平均日期相较于原自然历提前了3~11天,在冬季推迟了3天。四季各物候期最早日期均以提前为主,夏冬季物候期最晚日期有所推迟。另外,各季节内部分物候期出现的先后次序发生了变化。近30年该地区气温的升高是物候季节开始日期提前的首要原因。且不同植物和物候期对气温变化的响应敏感性不同可解释物候季节内物候期先后次序的变化。 相似文献
11.
诗歌中物候记录的基本特征及用于历史气候重建的处理方法 总被引：1，自引：0，他引：1
历史物候记录对过去气候变化研究弥足珍贵。诗歌作为历史文献的重要体裁之一,其中的历史物候记录已得到了一定程度的整编和利用。但对诗歌物候记录的特征和处理方法仍缺乏系统的梳理和探讨。本文首先介绍了诗歌中物候记录的内容、特征及其在季节指示和反映农时中的应用,发现诗歌中的物候记录主要包括动物物候、植物物候和周期性气象、水文现象等3种,并呈现出距今越近,经济、社会越发达,记录越多的时空特点。然后,从物候记录筛选、物种鉴别、物候事件发生时间识别、物候期确定等方面总结了历史气候研究中诗歌物候记录的处理方法：①从诗歌的创作背景、文学成分、地理环境分异规律和人为影响等几个方面进行筛选,以保证其中物候记录的有效性;②区分古今动、植物名差异,并将物种鉴定到种;③针对年、月、日缺记的不同情况,依据物候规律和背景资料确定物候事件的发生时间;④根据现代物候观测标准,对诗歌中的文字描述进行归类定级,确定所包含的物候期。以期为诗歌物候记录的提取及其在历史气候研究中的应用提供理论和方法上的借鉴。 相似文献
12.
近40 年山西省初终霜日的变化特征 总被引：9，自引：0，他引：9
利用山西省境内分布较为均匀的52 个地面气象站1970-2009 年的霜日观测资料,采用线性倾向估计法、累积滤波器法结合非参数统计检验方法分析了初终霜日的基本特征及其变化趋势;利用M-K法分析了霜日的突变特征。结果表明：初霜日、终霜日的出现以及无霜期的长短与地理因素密切相关,随着纬度逐渐偏北、海拔逐渐升高,初霜日提前、终霜日推后、无霜期缩短。从全省平均情况看,初霜日呈现显著的推后趋势,无霜期呈现显著的延长趋势,而终霜日的变化则以波动为主,线性变化趋势不显著。从突变检测情况看,初霜日、终霜日和无霜期在40 年间均存在一次明显突变,初霜日的突变点出现在2000 年,终霜日和无霜期的突变点出现在1997 年。从变化趋势的空间分布看,初霜日显著推后的区域大片集中在晋中东部、吕梁北部和忻州西部,以及分散在运城南部、临汾西北部和大同南部。终霜日显著提前的区域位于晋中东部山区、吕梁山东部和忻州西部。无霜期显著延长的区域位于西北部黄河沿岸、省境中东部和运城南段。变化趋势为初霜日提前、终霜日推后和无霜期缩短的区域未通过显著性检验。 相似文献
13.
Samantha Hart Elena Mikhailova Christopher Post Patrick McMillan Julia Sharp William Bridges 《地理学报(英文版)》2017,27(1):62-78
Spatio-temporal patterns of flowering in forest ecosystems are hard to quantify and monitor. The objectives of this study were to investigate spatio-temporal patterns(e.g. soilssimple slope classesslope aspectand flow accumulation) of flowering around Lake IssaqueenaSouth Carolina(SCUSA) using plant-flowering database collected with GPS- enabled camera(stored in Picasa 3 web albums and project website) on a monthly basis in 2012 and Li DAR-based topography. Pacolet fine sandy loam had the most flowering plantsfollowed by Madison sandy loamboth dominant soil types around the lake. Most flowering plants were on moderately steep(17%–30%) and gently sloping(4%–8%) slopes. Most flowering plants were on west(247.5°–292.5°)southwest(202.5°–247.5°)and northwest(292.5°–337.5°) aspects. Most flowering plants were associated with minimum and maximum flows within the landscape. Chi-square tests indicated differences in the distributions of the proportions of flowering plants were significant by soil typeslopeaspectand flow accumulation for each month(February-November)for all months(overall)and across months. The Chi-square test on area-normalized data indicated significant differences for all months and individual differences by each month with some months not statistically significant. Cluster analysis on flowering counts for nine plant families with the most flowering counts indicated no unique separation by clusterbut implied that the majority of these families were flowering on strongly sloping(9%–16%) slopeson southwest(202.5°–247.5°) aspectsand low flow accumulation(0–200). Presented methodology can serve as a template for future efforts to quantify spatio-temporal patterns of flowering and other phenological events. 相似文献
14.
基于数字相机图像的长白山森林物候模拟 总被引：1，自引：1，他引：0
植被物候作为全球植被和陆面过程模型的重要参数,对其状态的准确描述在很大程度上决定着模型的模拟精度。温带森林作为北半球中高纬度地区主要植被类型及全球重要碳源,研究其物候期的变化将提高对区域碳通量的估算精度。本文以长白山阔叶红松林为研究对象,探讨了数字相机图像在物种尺度物候模拟及群落尺度物候模型改进方面的作用,结果如下：（1）物种尺度上,利用数字相机能获取两种植被（红松,蒙古栎）较为准确的物候期（与人工观测数据比较,绝对误差〈3d）;（2）群落尺度上,基于数字相机图像获取的冠层状态数据提高了基于气象数据的物候模型（GSI：growingseasonindex）的模拟精度（R2=0．9）,尤其是秋季物候模拟,为进一步分析群落物候的环境控制因子提供了有力手段。研究表明：数字相机不仅能够提供精确地基于物种尺度的物候数据,还可为遥感物候数据的校正提供参考,同时为生态模型中物候模块的改进及降低区域尺度碳通量模拟不确定性提供了新的思路。 相似文献
15.
1981-2010年西藏霜冻日数的变化特征 总被引：4，自引：0，他引：4
利用西藏38 个气象站点1981-2010 年的逐日最低气温资料,采用气候倾向率、累积距平、信噪比和R/S 分析等气候统计方法,分析了霜冻日数的年际、年代际、异常、突变等气候变化特征。结果表明：西藏霜冻日数都表现为不同程度的减少趋势,减幅为3.3~14.6 d/10a（37个站P < 0.01）;随着海拔高度的升高,霜冻日数减幅在增大。在10a 年际变化尺度上,大部分站点霜冻日数20 世纪80 年代为正距平、21 世纪初为负距平;90 年代霜冻日数以正距平居多。有8 个站点霜冻日数存在突变点,发生在20 世纪90 年代,以1997 年居多。特多霜冻日数发生频数为0~3 次,多发生在20 世纪80 年代;特少霜冻日数频数介于0~4 次,以21 世纪初居多。特多霜冻日数发生频次与经度、纬度和海拔高度的关系不密切,而特少霜冻日数发生频次与海拔高度呈极显著的负相关。 相似文献
16.
Liang Liang 《自然地理学》2013,34(6):489-509
Geographic variations in plant phenology are known to be affected by climatic differences over space, but the role of adaptation variability of plant populations is less well understood. In this study, I examined the geographic variations in spring and autumn phenology of white ash (Fraxinus americana L.) in a common garden and related observations over a 2-year period (2013 and 2014) to climatic and geographic factors of their provenances. Spring leaf-out of trees with northern provenances occurred later in 2013, but slightly earlier in 2014, than those with southern provenances. This difference was potentially caused by the counterbalancing effect of chilling and forcing in response to interannual temperature fluctuations. In both years, leaf senescence of white ash occurred significantly earlier for trees with northern than southern provenances, reflecting strong adaptation to a photoperiod gradient. The growing season length for white ash, therefore, is constrained by spring and fall phenology through different environmental cues. Spring phenology exerted a greater influence on the interannual variability of growing season length. Identifying these detailed adaptive patterns facilitates a better understanding of phenological change over space and allows development of genotype-sensitive phenological models to predict the ecological impact of climate change. 相似文献
17.
Rezaul Mahmood Mark Meo David R. Legates Mark L. Morrissey 《The Professional geographer》2003,55(2):259-273
Agricultural practices in Bangladesh are largely dependent on the monsoonal rainfall. Historically, Bangladesh often experiences severe droughts and floods during the monsoon months, with significant crop losses during both extreme conditions. This article provides a quantitative assessment of potential monsoon‐season aman rice for four transplanting dates: 1 June, 1 July, 15 July, and 15 August. A crop‐growth simulation model, the CERES‐Rice, is applied to sixteen locations representing major rice‐growing regions of Bangladesh to determine baseline yield estimates for four transplanting dates. The applications were conducted for 1975 through 1987. Average potential yield in Bangladesh is 6,907, 5,039, 3,637, and 1,762 kg ha?1 for the above transplanting dates, respectively. In other words, Bangladesh would obtain 27 percent, 48 percent, and 75 percent less yield for 1 July, 15 July, and 15 August transplanting, respectively, than for 1 June transplanting. Potential yield vulnerability is the least for 1 June transplanting (up to 5 percent) and the highest (up to 66 percent) for 15 July transplanting date. The model applications show that regional variations exist for potential yield and yield vulnerability for a particular transplanting date. In addition, response of yield and vulnerability for a region changes with transplanting dates. 相似文献
18.
新疆北部夏季降水与海温异常的关系 总被引：1，自引：1，他引：0
利用1960—2004年新疆北部36个气象站月降水资料和美国国家气候数据中心重建的1960—2004年全球2°×2°月平均海洋表面温度资料,研究了新疆北部夏季降水与海温异常的关系。研究表明,新疆北部夏季降水变化与ENSO事件关系不密切,而与前期冬末—春季的5个海温敏感区密切联系,这5个海温敏感区分别为北印度洋、西太平洋暖池及黑潮区、热带中东太平洋、北大西洋和热带大西洋。前期春季海温异常与新疆北部夏季降水变化联系最显著,表现为显著正相关关系。研究为预测新疆北部夏季降水提供了有益的因子。 相似文献
19.
清代中后期江苏四季降水变化与极端降水异常事件 总被引：4，自引：0，他引：4
根据清代雨雪档案记载,重建了1736～1908年江苏6个府的逐季降水等级序列。分析发现:（1）1750s、1790s、1830s、1840s及1880s等5个年代江苏全省春、夏多雨,1770s、1780s、1810s及1870s等年代则春、夏少雨;秋季降水1750s、1840s、1850s及1860s等4个年代通省偏多,1770s、1810s及1890s等则偏少;冬季降水1830s、1840s及1890s等3个年代通省偏多;1820s、1850s及1870s等3个年代降水偏少。（2）1755年、1823年、1840年、1849年、1883年、1885年和1906年等7年江苏出现极端大涝;1768年、1778年、1785年、1814年、1856年、1873年、1876年和1891年等8年则极端亢旱。（3）江苏气候在1830年前后可能发生过一次转折。其中1830年以前降水变化相对和缓,多雨期和少雨期持续时间较长;而1830年以后,旱、涝时段频繁交替,且多发极端旱、涝事件。这一特点与El Nino事件在1830年以后相对多发相对应。 相似文献
20.
In this study, the spatial distribution and changing trends of agricultural heat and precipitation resources in Northeast China were analyzed to explore the impacts of future climate changes on agroclimatic resources in the region. This research is based on the output meteorological data from the regional climate model system for Northeast China from 2005 to 2099, under low and high radiative forcing scenarios RCP4.5 (low emission scenario) and RCP8.5 (high emission scenario) as proposed in IPCC AR5. Model outputs under the baseline scenario, and RCP4.5 and RCP8.5 scenarios were assimilated with observed data from 91 meteorological stations in Northeast China from 1961 to 2010 to perform the analyses. The results indicate that: (1) The spatial distribution of temperature decreases from south to north, and the temperature is projected to increase in all regions, especially under a high emission scenario. The average annual temperature under the baseline scenario is 7.70°C, and the average annual temperatures under RCP4.5 and RCP8.5 are 9.67°C and 10.66°C, respectively. Other agricultural heat resources change in accordance with temperature changes. Specifically, the first day with temperatures ≥10°C arrives 3 to 4 d earlier, the first frost date is delayed by 2 to 6 d, and the duration of the growing season is lengthened by 4 to 10 d, and the accumulated temperature increases by 400 to 700°C·d. Water resources exhibit slight but not significant increases. (2) While the historical temperature increase rate is 0.35°C/10a, the rate of future temperature increase is the highest under the RCP8.5 scenario at 0.48°C/10a, compared to 0.19°C/10a under the RCP4.5 scenario. In the later part of this century, the trend of temperature increase is significantly faster under the RCP8.5 scenario than under the RCP4.5 scenario, with faster increases in the northern region. Other agricultural heat resources exhibit similar trends as temperature, but with different specific spatial distributions. Precipitation in the growing season generally shows an increasing but insignificant trend in the future, with relatively large yearly fluctuations. Precipitation in the eastern region is projected to increase, while a decrease is expected in the western region. The future climate in Northeast China will change towards higher temperature and humidity. The heat resource will increase globally, however its disparity with the change in precipitation may negatively affect agricultural activities. 相似文献