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Linear trends in mean and extreme temperature in Xiongan New Area, China 被引量:2
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作者 QIAN Cheng CAO Li-Juan 《Atmospheric and Oceanic Science Letters》 CSCD 2018年第3期246-254,共9页
On 1 April 2017 China established Xiongan New Area in Hebei Province, which was described as ‘a strategy crucial for a millennium to come'. A point of interest for the public is to be aware of the historical climate... On 1 April 2017 China established Xiongan New Area in Hebei Province, which was described as ‘a strategy crucial for a millennium to come'. A point of interest for the public is to be aware of the historical climate change in this new area; however, results from previous global-scale or largerregional-scale averages provide relatively limited information because of the distinct regional differences in climate change. This study analyzes the changes in mean and extreme temperature in this area, based on homogenized daily temperature data for the period 1960–2016. The results show a significant warming in the indices of annual, summer, and winter mean temperature(Tmean), maximum temperature(Tmax), and minimum temperature(Tmin). The linear rate of annual Tmean is 0.34 °C/decade. Temperatures on the hottest day, the warmest night, the coldest day, and the coldest night, every year, all show increasing trends, with the trends in the two nighttime-related indices being significant. An increasing occurrence of warm days, warm nights, hot days, and tropical nights, but a decreasing occurrence of cold days, cold nights, icing days, and frost days, are found, all of which are significant, except for the occurrences of hot days and icing days. A significant extension of the length of the thermal growing season is also found. The magnitudes of change in most of the temperature indices in Xiongan New Area are larger than those of the adjacent Jing-Jin-Ji and North China regional mean. These results could provide valuable information for policymakers, city planners, engineers, and migrants to this new area. 展开更多
关键词 Xiongan New Area CLIMATECHANGE linear trend meantemperature extremetemperature
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ANALYSIS OF THE CHARACTERISTICS OF RAINFALL AND LINEAR TREND IN MENGLUN, XISHUANGBANNA,SOUTHWEST CHINA
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作者 王馨 张一平 《Journal of Tropical Meteorology》 SCIE 2006年第1期85-86,共2页
1 INTRODUCTION As one of the main factors affecting input and use of precipitation by forests, rainfall also makes a difference on partitioning of gross precipitation over the canopy, equilibrium of water amount in ri... 1 INTRODUCTION As one of the main factors affecting input and use of precipitation by forests, rainfall also makes a difference on partitioning of gross precipitation over the canopy, equilibrium of water amount in river basins and water cycling processes . In view of its poorlydefined four seasons in contrast to well-defined dry and wet spells in addition to its inland location, understanding of precipitation characteristics and tendencies is important for the study on local forestry hydrology. Relevant research has been documented, but few have dealt with multiple time scales at the hourly, daily, monthly and annual intervals. With the 1992 - 2003 automatic record of precipitation in Menglun, Xishuangbannan analyzed, its characteristics and trends are summarized to help in the study on forestry hydrology. 展开更多
关键词 XISHUANGBANNA RAINFALL rainy days linear trend
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A Production Inventory Model of Constant Production Rate and Demand of Level Dependent Linear Trend
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作者 Shirajul Islam Ukil Md. Sharif Uddin 《American Journal of Operations Research》 2016年第1期61-70,共10页
The proposed model considers the products with finite shelf-life which causes a small amount of decay. The market demand is assumed to be level dependent and in a linear form. The model has also considered the constan... The proposed model considers the products with finite shelf-life which causes a small amount of decay. The market demand is assumed to be level dependent and in a linear form. The model has also considered the constant production rate which stops attaining a desired level of inventories and that is the highest level of inventories. Production starts with a buffer stock and without any sort of backlogs. Due to the market demand and product’s decay, the inventory reduces to the level of buffer stock where again the production cycle starts. With a numerical search procedure the proof of the proposed model has been shown. The objective of the model is to obtain the total average optimum inventory cost and optimum ordering cycle. 展开更多
关键词 Production Inventory Level Dependent linear trend Constant Production Rate
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Oxygen and Carbon Isotope Composition in Primary Carbonatites of the World: Data Summary and Linear Trends
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作者 Alexander V. Bolonin 《Open Journal of Geology》 2019年第8期424-439,共16页
The article contains the results of statistical processing of a large summary of δ18О-δ13С isotope values in the primary carbonatites of the world. From literary sources, 1593 paired values δ18О-δ13С from 173 ... The article contains the results of statistical processing of a large summary of δ18О-δ13С isotope values in the primary carbonatites of the world. From literary sources, 1593 paired values δ18О-δ13С from 173 carbonatite occurrences of the world were collected. This report exceeds all previously published reports on С-О isotopes in carbonatites by quantity of the used values and carbonatite occurrences. Statistical data analysis is performed on diagrams in the coordinates δ18О (‰, V-SMOW) - δ13С (‰, V-PDV). For each carbonatite occurrence, not only the arithmetic mean values are calculated, but also the regression line. Distinct linear trend of δ18О-δ13С values is found in half of the carbonatite occurrences. The starting, middle, and ending points of the trend line are determined. The slope of the trend line (angular coefficient) varies over a wide range. The trend is dominated by an average angular coefficient of 0.30 (positive correlation δ18О-δ13С). In the literature, it is associated with the Rayleigh high-temperature fractionation of carbonatite melts or with their sedimentary contamination. Half of the carbonatite occurrences do not show a linear trend of δ18О-δ13С values, probably due to the combined action of multidirectional trends. The initial ratio 87Sr/86Sr in the used carbonatite occurrences varies from 0.701 to 0.708. Statistics show no correlation of 87Sr/86Sr with the δ18О-δ13С system. 展开更多
关键词 CARBONATITE Occurrences OXYGEN Carbon and STRONTIUM ISOTOPES linear trendS
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Rising trends of global precipitable water vapor and its correlation with flood frequency 被引量:1
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作者 Dong Ren Yong Wang +1 位作者 Guocheng Wang Lintao Liu 《Geodesy and Geodynamics》 EI CSCD 2023年第4期355-367,共13页
Using 4 global reanalysis data sets, significant upward trends of precipitable water vapor(PWV) were found in the 3 time periods of 1958-2020, 1979-2020, and 2000-2020. During 1958-2020, the global PWV trends obtained... Using 4 global reanalysis data sets, significant upward trends of precipitable water vapor(PWV) were found in the 3 time periods of 1958-2020, 1979-2020, and 2000-2020. During 1958-2020, the global PWV trends obtained using the ERA5 and JRA55 data sets are 0.19 ± 0.01 mm per decade(1.15 ± 0.31%)and 0.23 ± 0.01 mm per decade(1.45 ± 0.32%), respectively. The PWV trends obtained using the ERA5,JRA55, NCEP-NCAR, and NCEP-DOE data sets are 0.22 ± 0.01 mm per decade(1.18 ± 0.54%),0.21 ± 0.00 mm per decade(1.76 ± 0.56%), 0.27 ± 0.01 mm per decade(2.20 ± 0.70%) and 0.28 ± 0.01 mm per decade(2.19 ± 0.70%) for the period 1979-2020. During 2000-2020, the PWV trends obtained using ERA5, JRA55, NCEP-DOE, and NCEP-NCAR data sets are 0.40 ± 0.25 mm per decade(2.66 ± 1.51%),0.37 ± 0.24 mm per decade(2.19 ± 1.54%), 0.40 ± 0.26 mm per decade(1.96 ± 1.53%) and 0.36 ± 0.25 mm per decade(2.47 ± 1.72%), respectively. Rising PWV has a positive impact on changes in precipitation,increasing the probability of extreme precipitation and then changing the frequency of flood disasters.Therefore, exploring the relationship between PWV(derived from ERA5 and JRA55) change and flood disaster frequency from 1958 to 2020 revealed a significant positive correlation between them, with correlation coefficients of 0.68 and 0.79, respectively, which explains the effect of climate change on the increase in flood disaster frequency to a certain extent. The study can provide a reference for assessing the evolution of flood disasters and predicting their frequency trends. 展开更多
关键词 Precipitable water vapor(PWV) linear trend Correlation analysis Flood frequency
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Variations Trend of Soil Temperature at Deep Layers in Xining from 1961 to 2010 被引量:1
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作者 ZHANG Zhan-feng ZHANG Huan-ping WANG Qing-chun 《Meteorological and Environmental Research》 CAS 2012年第11期22-24,28,共4页
[Objective] The aim was to analyze the changes trend of mean earth temperature at 0.8, 1.6 and 3.2 m deep to the ground in Xining from 1961 to 2010. [Method] Using the data of monthly mean soil temperatures at 0.8,1.6... [Objective] The aim was to analyze the changes trend of mean earth temperature at 0.8, 1.6 and 3.2 m deep to the ground in Xining from 1961 to 2010. [Method] Using the data of monthly mean soil temperatures at 0.8,1.6 and 3.2 m in Xining from 1961 to 2010, the linear trend, climatic anomalous and climate abrupt of deep soil temperature during recent 50 years were analyzed by using of linear trend analysis, accumulated variance and signal noise ratio methods. [Result] In terms of linear trend, the annual mean soil temperatures at 0.8 m in recent 50 years, as well as 1.6 and 3.2 m in recent 45 years displayed a weak increasing trend in Xining. Comparing with the average air temperature in the same period, the rising range of deep soil temperature is obvious less. The average soil temperatures at 0.8 m was the highest in 1980s, but it was the lowest in the 1960s. In spring, autumn and winter in the 1980s, the average soil temperature was a little higher than many other years at 1.6 m. In four seasons in the 1980s, the average soil temperature was obvious higher at 3.2 m. The annual soil temperatures at 0.8 m were anomalous warm in 1991, and from 1987 to 1992, as well as in 1994, 2007 and 2009. The annual soil temperatures at 3.2 m were anomalous warm. In the 1990s, there were four years which were anomalous warm at 3.2 m, as well as five years at 0.8 m and five years at 1.6 m. [Conclusion] The study provided theoretical basis for the development of climate changes in Xining. 展开更多
关键词 Xining Soil temperature linear trend Anomalous years Climate abrupt change China
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Trend analysis of relative sea level rise or fall of the tide gauge stations in the Pacific
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作者 Ma Jirui Tian Suzhen Zheng Wenzhen and Chai XinminInsitute of Marine Scientific and Technological Information, State Ocedc Administration, Tianjing 300171, China)(Research Institute Of Marine Strategies, State Oceanic Administration,Beijing 100081, China 《Acta Oceanologica Sinica》 SCIE CAS CSCD 1995年第3期319-328,共10页
On the basis of the analytical results of the period components of monthly mean sea level of 236 stationsin the Pacific, the period components plus linear trend are ed to fit the monthly mean sea level series. The sta... On the basis of the analytical results of the period components of monthly mean sea level of 236 stationsin the Pacific, the period components plus linear trend are ed to fit the monthly mean sea level series. The statisticalresults of linear trend Coefficients of these stations indicate that, if the abnormal values of sea-level rise and fall are neglected, the average rise rate of relative sea level in the Pacific is 1. 16 mm/a. Affected by nonuniformity Of land subsidence and other factors, the regional change of relative sea level rise or fall in the Pacific is greater. In the light of thepositive or negative values of linear trend coefficients as well as the geographical position of the sea area, zoning is madeof the sea level rise or fall in the Pacific including the coastal areas of China and Southeast Asia to obtain the averagerate of rise or fall in each sea area. The rise or fall trends of relative sea level obtained for the entire Pacific Ocean,west coast of North America, the northern and central South America, the greater part of the tropical Pacific and thecoastal Islands of Japan are basically in keeping with the other relevant results. The regional average estimated result ofthe relative sea level in the coast of East Asia is on the rise while the estimated results provided by Barnett tend todrop; the main cause of this nonuniformity is the number of stations selected and the distributional density. 展开更多
关键词 PACIFIC sea level nonlinear bi-spectrum spectral analysis period component linear trend
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Long-Term Trends in Pre-Summer Daytime and Nocturnal Extreme Hourly Rainfall in a Coastal City of South China
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作者 苏琳 李俊鲁 +1 位作者 黄伟健 冯志雄 《Journal of Tropical Meteorology》 SCIE 2023年第1期39-54,共16页
The long-term trends in the occurrence frequency of pre-summer daytime and nocturnal extreme hourly rainfall(EXHR) during 1988-2018 in Hong Kong and their spatial distributions are examined and analyzed. Despite a sig... The long-term trends in the occurrence frequency of pre-summer daytime and nocturnal extreme hourly rainfall(EXHR) during 1988-2018 in Hong Kong and their spatial distributions are examined and analyzed. Despite a significant increasing trend observed in the occurrence frequency of pre-summer EXHRs during the investigated period,the increase in daytime and nocturnal EXHRs show distinct spatial patterns. Nocturnal EXHRs show uniform increasing trends over the entire Hong Kong. However, the increase in daytime EXHRs is concentrated over the northern or eastern areas of Hong Kong, indicating a downstream shift of pre-summer EXHRs in Hong Kong with regard to the prevailing southwesterly monsoonal flows in south China. The clustering of weather types associated with daytime and nocturnal EXHRs further reveals that the increase in EXHRs over Hong Kong are mainly contributed by the increase of the events associated with southwesterly monsoonal flows with relatively high speeds. During the past few decades, the southwesterly monsoonal flows at coastal south China have undergone a substantial weakening due to the increased surface roughness induced by the urbanization over the Guangdong-Hong Kong-Macao Greater Bay Area since 1990s,leading to enhanced low-level convergence and thus significant increase in EXHRs at coastal south China. Meanwhile,daytime sea-wind circulation at coastal south China is markedly enhanced during the investigated period, which is the main reason for the northward shift of daytime EXHRs in Hong Kong. In addition, the blocked southwesterly monsoonal flows at coastal south China are detoured eastward, leading to stronger convergence and increase in EXHRs at eastern coast of Hong Kong, especially during daytime, when the easterly sea winds prevail at the region. 展开更多
关键词 extreme hourly rainfall diurnal rainfall cycle linear trend coastal Pearl River Delta
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CHARACTERISTICS AND TRENDS OF CLIMATIC EXTREMES IN CHINA DURING 1959-2014 被引量:4
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作者 崔林丽 史军 +1 位作者 杜华强 温康民 《Journal of Tropical Meteorology》 SCIE 2017年第4期368-379,共12页
The spatial and temporal variations of daily maximum temperature(Tmax), daily minimum temperature(Tmin), daily maximum precipitation(Pmax) and daily maximum wind speed(WSmax) were examined in China using Mann-Kendall ... The spatial and temporal variations of daily maximum temperature(Tmax), daily minimum temperature(Tmin), daily maximum precipitation(Pmax) and daily maximum wind speed(WSmax) were examined in China using Mann-Kendall test and linear regression method. The results indicated that for China as a whole, Tmax, Tmin and Pmax had significant increasing trends at rates of 0.15℃ per decade, 0.45℃ per decade and 0.58 mm per decade,respectively, while WSmax had decreased significantly at 1.18 m·s^(-1) per decade during 1959—2014. In all regions of China, Tmin increased and WSmax decreased significantly. Spatially, Tmax increased significantly at most of the stations in South China(SC), northwestern North China(NC), northeastern Northeast China(NEC), eastern Northwest China(NWC) and eastern Southwest China(SWC), and the increasing trends were significant in NC, SC, NWC and SWC on the regional average. Tmin increased significantly at most of the stations in China, with notable increase in NEC, northern and southeastern NC and northwestern and eastern NWC. Pmax showed no significant trend at most of the stations in China, and on the regional average it decreased significantly in NC but increased in SC, NWC and the mid-lower Yangtze River valley(YR). WSmax decreased significantly at the vast majority of stations in China, with remarkable decrease in northern NC, northern and central YR, central and southern SC and in parts of central NEC and western NWC. With global climate change and rapidly economic development, China has become more vulnerable to climatic extremes and meteorological disasters, so more strategies of mitigation and/or adaptation of climatic extremes,such as environmentally-friendly and low-cost energy production systems and the enhancement of engineering defense measures are necessary for government and social publics. 展开更多
关键词 climatic extreme trend Mann-Kendall trend linear regression VULNERABILITY China
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The trend on runoff variations in the Lhasa River Basin 被引量:19
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作者 LIN Xuedong ZHANG Yili +5 位作者 YAO Zhijun GONG Tongliang WANG Hong CHU Duo LIU Linshan ZHANG Fei 《Journal of Geographical Sciences》 SCIE CSCD 2008年第1期95-106,共12页
Taking the Lhasa River Basin above Lhasa hydrological station in Tibetan Plateau as a study area, the characteristics of the annual and monthly mean runoff during 1956-2003 were analyzed, based on the hydro-data of th... Taking the Lhasa River Basin above Lhasa hydrological station in Tibetan Plateau as a study area, the characteristics of the annual and monthly mean runoff during 1956-2003 were analyzed, based on the hydro-data of the two hydrological stations (Lhasa and Tanggya) and the meteorological data of the three meteorological stations (Damxung, Lhasa and Tanggya). The trends and the change points of runoff and climate from 1956 to 2003 were detected using the nonparametric Mann-Kendall test and Pettitt-Mann-Whitney change-point statistics. The correlations between runoff and climate change were analyzed using multiple linear regression. The major results could be summarized as follows: (1) The annual mean runoff during the last 50 years is characterized by a great fluctuation and a positive trend with two change points (around 1970 and the early 1980s), after which the runoff tended to increase and was increasing intensively in the last 20 years. Besides, the monthly mean runoff with a positive trend is centralized in winter half-year (November to April) and some other months (May, July and September). (2) The trends of the climate change in the study area are generally consistent with the trend of the runoff, but the leading climate factors which aroused the runoff variation are distinct. Precipitation is the dominant factor influencing the annual and monthly mean runoff in summer half year, while temperature is the primary factor in winter season. 展开更多
关键词 Lhasa River Basin trend of runoff variation Pettitt change-point test Mann-Kendall trend analysis multiple linear regressions
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Rainfall Trends in the District of Ramallah and Al-Bireh, Palestine
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作者 Hussein Al-Rimmawi Marwan Ghanem Ibrahim Shalash 《Journal of Water Resource and Protection》 2010年第4期345-352,共8页
Linear regression and moving averages were used to analyze the patterns of rainfall in eight station in the district of Ramallah and Al-Bireh for the period from 1950’s to present. Data analysis showed that a ten yea... Linear regression and moving averages were used to analyze the patterns of rainfall in eight station in the district of Ramallah and Al-Bireh for the period from 1950’s to present. Data analysis showed that a ten years period variability of rainfall but with consistency. It also showed that rainfall in the studied area is not decreasing as mentioned in several previous studies. This area is mountainous and enjoys the Mediterranean climates. 展开更多
关键词 linear Regression Moving AVERAGES RAINFALL trendS WEST BANK (Palestine) Mediterranean
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考虑数据均一性和自相关的中国极端气温变化趋势研究 被引量:1
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作者 胡宜昌 《气象科技》 2025年第2期211-221,共11页
本文利用中国目前空间覆盖度最高的站点均一化逐日气温数据集,考虑时间序列自相关对长期趋势分析的影响,研究了1961—2021年中国极端气温的趋势变化特征。结果表明,中国区域平均而言,全年暖夜(冷夜)数、暖日(冷日)数的增加(减小)趋势分... 本文利用中国目前空间覆盖度最高的站点均一化逐日气温数据集,考虑时间序列自相关对长期趋势分析的影响,研究了1961—2021年中国极端气温的趋势变化特征。结果表明,中国区域平均而言,全年暖夜(冷夜)数、暖日(冷日)数的增加(减小)趋势分别为10.3(-7.8)、5.9(-3.6)d/10a,极冷夜、极暖夜、极冷日、极暖日的增温速度分别为0.52、0.30、0.30、0.21℃/10a,与未考虑自相关的趋势差值百分比均低于5%;对于单站而言,时间序列自相关对趋势大小的影响,大部分台站都在10%以内,但也有部分台站超过了50%。极端气温与平均气温的变化存在诸多不同,例如,虽然中国区域平均最低气温、最高气温的夏季升温趋势最弱,但是暖夜数、暖日数的夏季增加趋势却最强,冬季增加趋势反而最弱。空间覆盖度高的均一化资料揭示出中国极端气温变化更多的细节特征,例如,极暖日在长江、三角洲、珠江三角洲、京津冀、成渝等城市群所在的区域内增温趋势尤其显著,是否与城市化发展有关还有待进一步研究。 展开更多
关键词 极端气温 线性趋势 均一化 自相关
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1981-2020年高黎贡山南段极端降水特性及演变趋势 被引量:1
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作者 陈文华 张宁 +2 位作者 冯春红 赵伟华 杨敏 《长江科学院院报》 北大核心 2025年第6期44-50,59,共8页
为揭示高黎贡山南段极端降水时空变化特征及其与强ENSO事件的关系,基于1981—2020年区域8个站点的日降水数据,采用创新趋势分析(ITA)、线性回归分析(LR)以及复合分析等方法,以海温异常指数(DMI、ONI)为支持,选取5个极端降水指数(EPI)进... 为揭示高黎贡山南段极端降水时空变化特征及其与强ENSO事件的关系,基于1981—2020年区域8个站点的日降水数据,采用创新趋势分析(ITA)、线性回归分析(LR)以及复合分析等方法,以海温异常指数(DMI、ONI)为支持,选取5个极端降水指数(EPI)进行分析。结果显示:除最大连续干旱日数(CDD)显著增加外,大部分极端降水指标呈减少趋势,预示该地区存在干旱加剧的总体趋势,其中,东坡、西坡湿日总降水量(PTOT)减少幅度分别为39.9、46.1 mm/(10 a);最大连续干旱日数(CDD)增加幅度分别为3.9、0.7 d/(10 a);区域极端降水与大洋尼诺指数ONI存在弱到中等程度的关联,该关系主要表现为负相关,即ONI为正位相时,雨季降水更倾向为偏少(偏干)状态;在大尺度驱动因素的季节关联上,西、东坡流域略有差异。对前期和同期季节尺度ONI的跟踪将有助于对本地区极端降水变化作出预估。 展开更多
关键词 极端降水 演变趋势 创新趋势分析 线性回归分析 复合分析 ONI 关联 高黎贡山
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近60 a来新疆小麦干热风灾害时空变化的特征分析
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作者 赵毅 武红旗 +3 位作者 范燕敏 盛建东 谷海斌 史名杰 《新疆农业科学》 北大核心 2025年第3期600-608,共9页
【目的】利用新疆103个气象站1961~2019年的逐日气温、相对湿度和风速数据资料,分析新疆近60a来干热风灾害的时空变化规律,提高对新疆气象灾害变化规律的认识,为区域大范围干热风监测预警及防御提供参考。【方法】在时间序列上采用线性... 【目的】利用新疆103个气象站1961~2019年的逐日气温、相对湿度和风速数据资料,分析新疆近60a来干热风灾害的时空变化规律,提高对新疆气象灾害变化规律的认识,为区域大范围干热风监测预警及防御提供参考。【方法】在时间序列上采用线性趋势法,分析新疆干热风灾害年际变化特征及趋势,采用Mann-Kendall突变检验法对比分析新疆干热风灾害的突变情况。采用反距离加权(IDW)插值法分析新疆各地轻度、中度、重度干热风灾害的空间分布变化特征。【结果】1960~2019年以来,新疆干热风灾害类型包括高温低湿型和旱风型2种类型,其中高温低湿型为主要灾害类型;在时间变化上,新疆干热风发生整体呈下降趋势,但年际间波动幅度较大,整体呈波动中下降趋势,其中高温低湿型干热风整体下降趋势显著;旱风型干热风呈上升趋势,且上升趋势显著;在空间变化上,干热风的空间分布呈东疆最高,北疆、南疆次之;东疆和南疆发生高温低湿型重度干热风的概率大于北疆;旱风型干热风主要发生在吐鲁番市、哈密市等;淖毛湖和托克逊为干热风的重灾区。【结论】新疆干热风灾害日数在时间和空间上整体呈下降趋势,但高温低湿型重度和旱风型干热风占比逐渐增加,灾害的程度逐步加重。 展开更多
关键词 干热风 农业气象灾害 线性趋势法 突变检验 反距离加权插值法
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河南省用水态势演变特征及需水研判
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作者 马方方 张修宇 +4 位作者 马莎 闫安 李新生 夏帆 杨孟豪 《人民黄河》 北大核心 2025年第11期85-90,101,共7页
为明晰河南省用水结构变化,识别并预测未来需水过程演变特征,基于2003—2023年河南省用水统计数据,对用水总量和结构变化进行深入讨论,探索关键经济社会指标变化与用水过程之间的关系,厘清河南省用水变化规律,并利用线性趋势法和人均社... 为明晰河南省用水结构变化,识别并预测未来需水过程演变特征,基于2003—2023年河南省用水统计数据,对用水总量和结构变化进行深入讨论,探索关键经济社会指标变化与用水过程之间的关系,厘清河南省用水变化规律,并利用线性趋势法和人均社会需水定额法预测河南省未来需水规模。结果表明;1)2003—2023年河南省水资源总量总体呈不显著的下降趋势,用水总量呈波动上升趋势,农业和工业用水量占比总体呈减小趋势,生活和生态用水量占比呈增大趋势。2)利用线性趋势法预测,2025年河南省需水总量为214.75亿m^(3),2035年需水总量为199.62亿m^(3)。3)利用人均社会需水定额法预测,2025年河南省需水总量为220.29亿m^(3),2035年需水总量为204.21亿m^(3)。上述两种方法对河南省需水预测结果相近,表明预测结果具有较高的合理性,可为河南省未来水资源管理提供数据参考。 展开更多
关键词 用水态势 线性趋势法 人均社会需水定额法 需水预测 河南省
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峨眉山1951-2023年气候变化分析
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作者 曾惠雨 张勇 +3 位作者 黄郑雯 贾净翔 王会兵 岑思弦 《高原山地气象研究》 2025年第S1期50-58,共9页
利用峨眉山基准气候站1951—2023年气温、降水和风向风速数据,研究了峨眉山的气候变化特征。结果表明:(1)峨眉山平均气温、极端最高和极端最低气温呈现上升趋势,秋季增暖速度最快,极端最低气温对气候变化更加敏感;(2)峨眉山年降水量总... 利用峨眉山基准气候站1951—2023年气温、降水和风向风速数据,研究了峨眉山的气候变化特征。结果表明:(1)峨眉山平均气温、极端最高和极端最低气温呈现上升趋势,秋季增暖速度最快,极端最低气温对气候变化更加敏感;(2)峨眉山年降水量总体呈显著下降趋势,但春季降水量呈微弱上升趋势,夏季降水量远大于其余季节;(3)峨眉山风速整体呈现下降趋势,但东风呈现微弱的上升趋势;(4)峨眉山1953—1981年主导风为东南风,此后主导风向发生了明显变化。 展开更多
关键词 峨眉山 气候变化 线性趋势
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靖宇县历年气候变化特征及其对农业生产的影响 被引量:1
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作者 丁涌 徐婷婷 +1 位作者 徐海峰 邱爽 《农业技术与装备》 2025年第8期139-141,共3页
通过线性趋势分析、气候倾向率等方法,分析了靖宇县历年的气候数据,揭示了气温、降水和日照时数的变化特征,探讨了这些变化对当地农业生产的影响,为靖宇县农业可持续发展提供科学依据和应对策略。
关键词 气候变化 农业生产 线性趋势 气候倾向率 靖宇县
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基于角度关键点和转向点的时间序列趋势特征提取 被引量:2
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作者 刘冰珂 任芮彬 王溪 《计算机系统应用》 2025年第1期285-293,共9页
时间序列分段线性表示算法利用时间序列的趋势变化特征,用序列中较少点来表示整个时间序列.但是大多算法主要关注局部序列点信息,很少关注全局数据,且部分算法只关注算法在数据集上的拟合,很少应用到分类问题中.针对上述问题,本文提出... 时间序列分段线性表示算法利用时间序列的趋势变化特征,用序列中较少点来表示整个时间序列.但是大多算法主要关注局部序列点信息,很少关注全局数据,且部分算法只关注算法在数据集上的拟合,很少应用到分类问题中.针对上述问题,本文提出了基于角度关键点和转向点的时间序列趋势特征提取算法,首先,该算法根据序列数据的角度变化值来选择角度显著点,然后基于角度关键点的基础上再提取转向点,根据分段的要求,判断是否进行插值操作,从而得到符合要求的分段点序列.本文在模拟数据和40个公开数据集上进行拟合和分类实验,实验结果表明,本文算法相较于分段聚合近似PAA、自底向下TD、自顶向上BU、基于拐点FFTO、基于转折点和趋势段Trend、基于趋势转折点ITTP等算法,在模拟数据集拟合效果更好;在UCR公开数据集平均拟合误差为1.165;分类准确性同Keogh团队公布的DTW-1NN算法高出2.8%. 展开更多
关键词 角度关键点 转向点 时间序列 分段线性表示 趋势特征
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1993-2021年舟山及邻近东海海平面变化特征分析
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作者 金杰 陈宇杰 +4 位作者 姚永衡 张思远 胡镇涛 丁梦蓉 贾彬 《海洋学研究》 北大核心 2025年第1期69-78,共10页
本文基于1993年1月至2021年12月的卫星高度计数据,利用最小二乘法和集合经验模态分解对舟山及邻近东海海平面的长期变化及其影响因子进行分析。研究发现,研究区海平面整体以上升趋势为主,在舟山群岛东侧海域,上升趋势更为明显;平均线性... 本文基于1993年1月至2021年12月的卫星高度计数据,利用最小二乘法和集合经验模态分解对舟山及邻近东海海平面的长期变化及其影响因子进行分析。研究发现,研究区海平面整体以上升趋势为主,在舟山群岛东侧海域,上升趋势更为明显;平均线性速率为0.36±0.10 cm/a,2018年起上升趋势有所减缓。研究区海平面变化具有明显的季节差异,其线性速率为秋季最大(0.37±0.12 cm/a),冬季次之,春、夏两季略小(约为0.34±0.10 cm/a)。近30年来的非线性变化趋势显示,夏、秋季的上升速率几乎不变,冬季的上升速率呈减缓态势,春季呈加速上升态势。研究区海平面变化存在年振幅增大的趋势,长期变化与温度引起的海水热膨胀效应以及风应力引起的增-减水效应密切相关。 展开更多
关键词 海平面变化 舟山海域 东海 集合经验模态分解算法 线性趋势 非线性趋势
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青海高原地区不同垂直层水汽分布特征分析
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作者 徐婷 张婧 +3 位作者 马秀梅 谈昌蓉 赵明璐 晁乾红 《青海科技》 2025年第2期164-171,共8页
利用1994—2023年ERA5逐月比湿、相对湿度和水汽通量数据,分析了青海高原地区不同垂直层的水汽分布特征。结果表明:青海高原地区不同垂直层水汽呈增加趋势,尤其500 hPa、600 hPa比湿增加趋势相对明显;水汽存在明显的季节变化特征,夏季... 利用1994—2023年ERA5逐月比湿、相对湿度和水汽通量数据,分析了青海高原地区不同垂直层的水汽分布特征。结果表明:青海高原地区不同垂直层水汽呈增加趋势,尤其500 hPa、600 hPa比湿增加趋势相对明显;水汽存在明显的季节变化特征,夏季比湿最大,其次为秋、春、冬季;比湿的月变化呈单峰型分布,7月比湿最大,1月比湿最小。青海高原不同垂直层上水汽呈现“南湿北干”“东湿西干”的特征且水汽集中在中低层,青海高原东部、南部及海西东部为比湿大值区,海西西部比湿较小,600 hPa比湿明显大于500 hPa;水汽通量季节差异明显,7月通过偏西风输送水汽,10月水汽通量高值区在青海高原南部,以西南气流输送水汽,水汽输送主要集中在500 hPa。分析结果可为了解和掌握青海高原地区水循环过程、合理开发利用水资源提供科技支撑。 展开更多
关键词 青海高原 水汽 垂直分布 线性趋势 ERA5
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