A Retrospective Analysis of Ozone Formation in the Lower Fraser Valley,British Columbia,Canada. Part II: Influence of Emissions Reductions on Ozone Formation

A mechanistic exploration of how ozone formation in the Lower Fraser Valley (LFV) has changed over a 20-year (1985–2005) retrospective period was performed using numerical models, observations, and emissions data from four key episodes selected from the 20-year period. The motivation for this study was the observed differences in trends in summertime episodic ozone concentrations recorded at various monitoring stations within the valley; stations in the western part of the valley have generally shown a noticeable reduction in episodic ozone concentrations whereas stations in the eastern part of the valley have shown little or no improvement in their maximum 8-hour averaged ozone concentrations. Concurrent with these air quality changes, there has been a well-documented reduction in ozone precursor emissions along with an observed shift in the population patterns within the valley over the 20-year period. Ozone formation for four episodes, encompassing the different meteorological regimes that occur during LFV ozone events and spanning the retrospective period, were investigated using the Weather Research and Forecasting (WRF)-Sparse Matrix Operator Kernel Emission (SMOKE)-Community Multiscale Air Quality (CMAQ) modelling system. For each episode, two simulations, intended to isolate the effects of emission changes from meteorological changes, were performed: one with emissions set at the 1985 level and the other with emissions set at the 2005 level. Based on analysis of the model output, observational data, and precursor emission inventories, we find that the Port Moody station in the western LFV remains a volatile organic compound (VOC)-sensitive location; the central part of the LFV around the town of Chilliwack has generally changed from being VOC-limited to being NO_x-limited; the easternmost part of the valley around the town of Hope has been and remains NO_x-limited. Furthermore, based on the observational data and numerical model output, ozone production efficiency as a function of NO has increased noticeably at Chilliwack and likely in the other eastern parts of the valley. This efficiency increase has likely offset some of the benefits resulting from local NO_x emission reductions.

RÉSUMÉ?[Traduit par la rédaction] Nous avons effectué une exploration mécaniste de la façon dont la formation de l'ozone dans la vallée du bas Fraser (VBF) a changé au cours d'une période rétrospective de 20 ans (1985–2005) en nous servant de modèles numériques, d'observations et de données sur les émissions pour quatre épisodes clés choisis dans la période de 20 ans. Ce sont les différences observées entre les tendances dans les concentrations épisodiques d'ozone enregistrées à certaines stations de surveillance dans la vallée qui ont motivé cette étude : les stations dans la partie ouest de la vallée ont généralement affiché une réduction notable des concentrations épisodiques d'ozone alors que les stations dans la partie est de la vallée n'ont montré que peu ou pas d'amélioration dans les valeurs maximales des concentrations moyennes d'ozone sur 8 heures. Concurremment avec ces changements dans la qualité de l'air, il s'est produit une réduction bien documentée dans les émissions de précurseurs de l'ozone en même temps qu'un déplacement observé dans les configurations de population dans la vallée au cours de la période de 20 ans. Nous avons étudié la formation d'ozone au cours de quatre épisodes, englobant les différents régimes météorologiques survenus lors des événements d'ozone dans la VBF et couvrant la période rétrospective, à l'aide du système de modélisation SMOKE (Sparse Matrix Operator Kernel Emissions) – CMAQ (Community Multiscale Air Quality) du WRF (Weather Research and Forecasting). Pour chaque épisode, nous avons effectué deux simulations visant à isoler l'effet des changements dans les émissions de l'effet des changements météorologiques, l'une avec les émissions réglées au niveau de 1985 et l'autre avec les émissions réglées au niveau de 2005. En nous basant sur l'analyse de la sortie du modèle, les données d'observation et les inventaires des émissions de précurseurs, nous trouvons que la stations de Port Moody dans l'ouest de la VBF demeure un endroit sensible aux composés organiques volatiles (COV); la partie centrale de la VBF, autour de la ville de Chilliwack, a généralement changé de « limitée par les COV » à « limitée par les NO_x »; la partie la plus à l'est de la vallée, autour de la ville de Hope, était et est restée « limitée par les NO_x ». De plus, d'après les données d'observation et la sortie du modèle numérique, l'efficacité de la production d'ozone en fonction de NO a notablement augmenté à Chilliwack et vraisemblablement dans les autres parties de l'est de la vallée. Cette augmentation d'efficacité a probablement annulé certains gains provenant des réductions dans les émissions locales de NO_x.     

A Retrospective Analysis of Ozone Formation in the Lower Fraser Valley,British Columbia,Canada. Part I: Dynamical Model Evaluation

We conduct a retrospective study of ozone formation in the Lower Fraser Valley (LFV), using numerical models, observations, and emission inventories in order to understand relationships between reductions in local precursor emissions and episodic ozone concentrations. Because there appears to be little or no impact from precursor emissions upwind of the LFV during ozone episodes and because background concentrations of ozone and its precursors are generally from the North Pacific Ocean and quite low, summertime ozone formation in the LFV is mostly caused by local emissions. The observed change in behaviour of ozone formation must, therefore, arise from reductions in local precursor emissions. We exploit the observed changing precursor emission–ozone concentration relationship to perform a dynamical model evaluation. Complicating the analyses are an observed shift in the population patterns within the valley over the last 25 years and a small but documented change in the tropospheric background concentration of ozone. Ozone formation for four episodes, which capture the observed changes in ozone reduction and the different meteorological types that occur during LFV ozone events, are investigated using the Weather Research and Forecasting (WRF)-Sparse Matrix Operator Kernel Emissions (SMOKE)-Community Multiscale Air Quality (CMAQ) modelling system. In order to provide realistic simulations of past events, the SMOKE emission inventory is adjusted to account for temporal changes in the amount of emissions and locations of emission sources. Model output is compared with continuous observations, data collected from field campaigns, and previous modelling efforts. The WRF-SMOKE-CMAQ modelling framework is able to capture the changes in both the magnitude of the ozone concentrations and its spatial behaviour over the period of study. Many of the simulations show that the highest ozone concentrations occur outside the area sampled by the fixed monitoring network and within the LFV's numerous tributary valleys. Not all modelled episodes achieved the same agreement with observations and some of these discrepancies are likely related to shortcomings in the meteorological modelling. The model consistently overpredicts ozone at a number of stations within the City of Vancouver and underpredicts daytime NO_x concentrations there. Both results are consistent with a deficiency in NO_x emissions. The model shows a changing bias over time which also suggests uncertainties in the emission backcasting.

RÉSUMÉ?[Traduit par la rédaction] Nous menons une étude rétrospective de la formation de l'ozone dans le vallée du bas Fraser (VBF) à l'aide de modèles numériques, d'observations et d'inventaires d’émissions dans le but de comprendre les relations entre les réductions dans les émissions locales de polluants précurseurs et les concentrations épisodiques d'ozone. Parce qu'il semble n'y avoir que peu ou pas d'impact des émissions de polluants précurseurs en amont de la VBF durant les épisodes d'ozone et parce que les concentrations de fond de l'ozone et de ses précurseurs proviennent généralement du Pacifique Nord et sont très faibles, la formation d'ozone en été dans la VBF est principalement attribuable aux émissions locales. Le changement de comportement observé dans la formation d'ozone doit par conséquent résulter de réductions dans les émissions locales de précurseurs. Nous exploitons la relation changeante observée entre les émissions de précurseurs et la concentration de l'ozone pour effectuer une évaluation par modèle dynamique. Un déplacement observé dans les configurations de population à l'intérieur de la vallée au cours des 25 dernières années et un changement, petit mais documenté, dans la concentration troposphérique de fond de l'ozone viennent compliquer les analyses. Nous étudions la formation d'ozone lors de quatre épisodes qui capturent les changements observés dans la réduction d'ozone et les différents types météorologiques qui se produisent pendant les événements d'ozone dans la VBF en nous servant du système de modélisation SMOKE (Sparse Matrix Operator Kernel Emissions) – CMAQ (Community Multiscale Air Quality) du WRF (Weather Research and Forecasting). Afin de fournir des simulations réalistes des événements passés, nous avons ajusté l'inventaire d’émissions SMOKE pour tenir compte des changements au cours du temps dans la quantité d’émissions et dans la position des sources d’émissions. Nous comparons la sortie du modèle avec les observations continues, les données recueillies lors d’études sur le terrain et les efforts de modélisation précédents. Le cadre de modélisation WRF-SMOKE-CMAQ est capable de capturer les changements dans la grandeur des concentrations d'ozone ainsi que dans son comportement spatial durant la période de l’étude. Plusieurs des simulations montrent que les plus fortes concentrations d'ozone se produisent en dehors de la région échantillonnée par le réseau fixe de surveillance et à l'intérieur des nombreuses vallées affluentes de la VBF. Tous les épisodes modélisés n'ont pas exhibé le même accord avec les observations et certaines de ces divergences sont vraisemblablement dues à des lacunes dans la modélisation météorologique. Le modèle surprévoit constamment l'ozone à certaines stations dans la ville de Vancouver et sous-prévoit les concentrations de NO_x le jour à cet endroit. Les deux résultats sont cohérents avec un déficit dans les émissions de NO_x. Le modèle montre un biais qui change avec le temps, ce qui porte à croire à des incertitudes dans les émissions rétrospectives.     

黑龙江省近43a积温和降水的变化对农业的影响

利用黑龙江省81个气象观测站点43a的气象资料,以积温和降水作为主要因子,采用聚类分析的方法,重点分析了黑龙江省积温、降水量的时空分布和年代际变化。黑龙江省呈变暖趋势,43a来全省平均升温0.88℃,不同年代的平均气温异常各有其特点,20世纪90年代前气温异常年主要以异常偏冷年为主,20世纪90年代后气温异常年主要以异常偏暖年为主。聚类分析的结果将全省划分成5个种植带。     

ANALYSIS OF CLIMATE VARIABILITY IN THE JINSHA RIVER VALLEY

Monthly mean surface air temperatures and precipitation at 20 meteorological stations in the Jinsha River Valley(JRV) of southwest China were analyzed for temporal-spatial variation patterns during the period 1961-2010.The magnitude of a trend was estimated using Sen's Nonparametric Estimator of Slope approach.The statistical significance of a trend was assessed by the MK test.The results showed that mean annual air temperature has been increasing by 0.08℃/decade during the past 50 years as a whole.The climate change trend in air temperature was more significant in the winter(0.13℃/decade) than in the summer(0.03℃/decade).Annual precipitation tended to increase slightly thereafter and the increasing was mainly during the crop-growing season.Both the greatest variation of the annual mean temperature and annual precipitation were observed at the dry-hot valley area of middle reaches.Significant warming rates were found in the upper reaches whereas the dry-hot basins of middle reaches experienced a cooling trend during the past decades.Despite of the overall increasing in precipitation,more obvious upward-trends were found in the dry-hot basins of middle reaches whereas the upper reaches had a drought trend during the past decades.     

新疆气候变化特征及气候分区方法研究

为了探讨考虑气候变化影响的气候区划方法,选用新疆88站年平均气温和降水量的45年(1961-2005)平均值及其均方差为气候分区的4个基本因子,以各站之间的相似系数构建模糊矩阵,进行模糊聚类分析.按不同聚类水平,区划出北疆、南疆、天山山区等气候类型,还细致刻画出干寒山区、典型风区等特殊气候类别.区划结果与天气气候特征和地理景观吻合好,在此基础上确定了新疆气候业务的3个区域及其代表站.区划结果也为其它专业区划奠定了基础.     

干旱半干旱区气候变化研究综述

从干旱半干旱区气候的时空变化特征、陆气相互作用的观测试验以及气候变化的动力学机制等几个方面系统总结了近年来国内外干旱半干旱区气候变化的最新研究进展,指出目前干旱半干旱区气候变化研究以特定区域研究为主,缺乏对全球不同区域干旱半干旱区气候变化时空关联的系统性归纳研究,且野外观测试验持续时间较短,这在很大程度上限制了对干旱半干旱区气候变化机理的认识和陆面过程模式的发展。针对这些问题,从资料获取、资料分析及数值模拟3个方面提出未来干旱半干旱区气候变化研究的主要方向。     

Climatic effects of air pollutants over china: A review

Tropospheric ozone(O3) and aerosols are major air pollutants in the atmosphere. They have also made significant contributions to radiative forcing of climate since preindustrial times. With its rapid economic development, concentrations of air pollutants are relatively high in China; hence, quantifying the role of air pollutants in China in regional climate change is especially important. This review summarizes existing knowledge with regard to impacts of air pollutants on climate change in China and defines critical gaps needed to reduce the associated uncertainties. Measured monthly, seasonal, and annual mean surface-layer concentrations of O3 and aerosols over China are compiled in this work, with the aim to show the magnitude of concentrations of O3 and aerosols over China and to provide datasets for evaluation of model results in future studies. Ground-based and satellite measurements of O3 column burden and aerosol optical properties, as well as model estimates of radiative forcing by tropospheric O3 and aerosols are summarized. We also review regional and global modeling studies that have investigated climate change driven by tropospheric O3and/or aerosols in China; the predicted sign and magnitude of the responses in temperature and precipitation to O3/aerosol forcings are presented. Based on this review, key priorities for future research on the climatic effects of air pollutants in China are highlighted.     

Linkage of greenhouse gas emissions trading systems: learning from experience

The last ten years have seen the growth of linkages between many of the world's cap-and-trade systems for GHGs, both directly between systems, and indirectly via connections to credit systems such as the Clean Development Mechanism. If nations have tried to act in their own self-interest, this proliferation of linkages implies that for many nations, the expected benefits of linkage outweighed expected costs. In this article, we draw on the past decade of experience with carbon markets to examine why systems have demonstrated this revealed preference for linking. Linkage is a multi-faceted policy decision that can be used by political jurisdictions to achieve a variety of objectives, and we find qualitative evidence that many economic, political, and strategic factors – ranging from geographic proximity to integrity of emissions reductions – influence the decision to link. We also identify some potentially important effects of linkage, such as loss of control over domestic carbon policies, which do not appear to have deterred real-world decisions to link.

Policy relevance

These findings have implications for the future role that decentralized linkages may play in international climate policy architecture. The Kyoto Protocol has entered what is probably its final commitment period, covering only a small fraction of global GHG emissions. Under the Durban Platform for Enhanced Action, negotiators may now gravitate toward a hybrid system, combining top-down elements for establishing targets with bottom-up elements of pledge-and-review tied to national policies and actions. The incentives for linking these national policies are likely to continue to produce direct connections among regional, national, and sub-national cap-and-trade systems. The growing network of decentralized, direct linkages among these systems may turn out to be a key part of a future hybrid climate policy architecture.     

Evidence from the Historical Record to Support Projection of Future Wind Regimes: An Application to Canada

In the field of climate change impact analysis, bidirectional changes in projections of future wind regimes varying among studies, locations, and models have been described in the literature, which is understandable from a global perspective. However, we should attempt to find evidence in the historical record to support these projections. This paper attempts to address this issue by analyzing historical wind gust observations for up to 57 years (1953–2009) over Canada. Two wind gust analysis techniques were used: the speed of daily wind gust events ≥50?km?h^?1 was compared with (1) the climatological daily temperature anomaly and (2) the climatological daily sea level air pressure anomaly. In addition, the frequency of daily wind gust events ≥90?km?h^?1 was compared with both daily temperature and pressure anomalies. The results indicate that during the past five decades gust wind speed over Canada increased significantly as the daily temperature anomaly increased and the daily pressure anomaly decreased. About 50–60% of daily wind gust events ≥90?km?h^?1 occurred with positive daily temperature anomalies and negative daily pressure anomalies. One major conclusion is that the methods used in and results derived from this study might be applied to climate change impact analysis to support projections of future wind regimes.     

An equity first, risk-based framework for managing global climate change

This paper presents an alternative framework to the approach currently embodied in the Kyoto Protocol for managing global climate change post-2012. The framework has two key provisions. The first is that each person in the world would be ‘allowed’ an equal amount of greenhouse gas (GHG) emissions. This is labeled the equity-first provision. The second provision focuses on incorporating risk concepts into the setting of GHG emission reductions. It is proposed that the global climate be managed as to avoid three categories of risks: (I) Substantial regional economic, political, and/or biological impacts; (II) Severe global economic, political, and/or biological impacts; and (III) Extinction of humans. Acceptable risk thresholds are suggested to be one-in-a-million, one-in-one-hundred-million, and one-in-ten-billion, respectively. This equity-first, risk-based framework overcomes many criticisms of the current Kyoto Protocol: it explicitly involves all countries on earth; it avoids several administrative issues that are anticipated to plague a global carbon emissions trading market; and it avoids several contentious issues associated with pegging carbon emission reductions to 1990 levels. Because the framework is risk-based and emissions are tied to population and not historic emission levels, the basic framework would not have to be frequently renegotiated, as will be needed for the Kyoto-style approach to take the world past that agreement's 2012 endpoint.     

塔城地区近45年气候变化分析

利用1960—2004年气温、降水、初终霜、日照等资料,分析塔城地区气候变化特点。通过分析发现:塔城地区年降水变化不显著;年平均气温以0.46℃/10a的速率变暖,其中冬季变暖最为突出;年平均气温在20世纪60年代中期、60年代末分别发生了一次明显的突变。     

北极平流层冬季早期变暖的GCM模拟研究

观测表明北极平流层自20世纪70年代末以来在冬季早期 (11～12月) 存在变暖的趋势。为了验证该趋势是否是由于海面温度 (SST) 升高造成的, 我们使用观测的全球SST强迫一个全球大气环流模式 (AGCM)。集合模拟的结果表明, 在SST强迫下, 北极平流层呈现统计显著的变暖趋势, 极地对流层也有相对较弱的变暖趋势, 但统计显著性较低。通过对模拟的位势高度进行经验正交函数 (EOF) 分析, 我们发现北半球位势高度第一模态 (EOF1) 的空间结构非常类似于北极涛动 (AO) 或北半球环状模 (NAM), 其平流层主分量时间序列在冬季早期呈现统计显著的负趋势。与负的AO趋势相对应的是, 对流层高纬度和平流层中高纬度波动增强, 说明极区变暖是由于波动增强产生的极区绝热加热增强造成的。另外, 模拟的结果还表明北极平流层不仅在冬季早期出现变暖的趋势, 在冬季晚期 (2～3月) 北极平流层低层也出现弱的变暖趋势。SST强迫导致北极平流层冬季变暖不利于异相臭氧化学反应的发生, 这对极地平流层臭氧恢复有着重要意义。     

博白县近50年气候变化特征分析

利用1957～2006年博白国家气象观测站二级站的气象资料,分析了近50a博白县气温、降水和日照的变化特征.分析结果表明,博白县年、冬春季气温呈上升趋势,而夏秋季气温上升不明显,博白县气候正在趋向变暖,特别是最近10a来增温最为明显;年降水总体呈略上升趋势;年日照时数总体呈下降趋势.     

平流层臭氧变化对对流层气候影响的研究进展

平流层对对流层的作用是准确评估、预测对流层气候变化的一个重要方面。其中平流层成分尤其是臭氧的变化,可以改变平流层乃至对流层的辐射平衡,从而影响平流层、对流层的热动力过程。本文从辐射、动力2个角度介绍了平流层臭氧影响对流层气候变化的若干研究进展。平流层臭氧可以通过长短波辐射的方式对对流层大气造成辐射强迫,利用大气化学气候模式可以定量计算平流层臭氧变化引起的辐射强迫,但是辐射强迫的估算受模式中辐射传输模块本身缺陷的影响存在不确定性。动力方面,平流层臭氧变化产生的辐射效应可以改变温度的垂直和经向梯度,造成波折射指数的变化,进而影响平流层甚至对流层内波的折射与反射,通过上对流层下平流层区域内的波—流相互作用,对对流层气候产生影响。另外,南极臭氧损耗可通过大气环状模影响冬春季中高纬度对流层的天气气候,但是其影响的强度大小以及物理机制仍需进一步的确认。值得注意的是,北极平流层臭氧的变化与北半球中高纬度气候变化之间的关系相比南半球要更加复杂,需要更为深入的研究。     

An Analysis of Interdecadal Variations of the Asian-African Summer Monsoon

The response of the Asian-African summer monsoon(AASM)to the fast global warming in the 1980s is studied based on several datasets,which span a long time period of nearly 100 yr,with two special periods 1980-1985 and 1990-1995 being focused on.Wavelet analyses are employed to explore the interdecadal variations of the AASM.It is found that after the mid-1980s.the global annual mean surface temperature rises more significantly and extensively over most parts of the African Continent,north of the Indian Ocean,and the Eurasian Continent excluding the Tibetan Plateau.Correspondingly,the global precipitation pattern alters with increased rainfall seen over the Sahel and North China in 1990-1995,though it is not recovered to the level of the rainy period before the mid-1960s.Changes of monsoonal circulations between the pre-and post-1980s periods display that,after the fast global warming of the 1980s,the African summer monsoon intensifies distinctly,the Indian summer monsoon weakens a little bit,and the East Asian summer monsoon remains almost unchanged.The summer precipitation over the Asian-African Monsoon Belt(AAMB)does not change in phase coherently with the variations of the monsoonal circulations.Wavelet analyses of the land-sea thermal contrast and precipitation over North China and the Sahel indicate that interdecadal signals are dominant and in positive phases in the 1960s.1eading to an overall enhanced interdecadal variation of the AASM,although the 1960s witnesses a global cooling.In the 1980s,however,in the context of a fast global warming,interdecadal signals are in opposite phases,and they counteract with each other.1cading to a weakened interdecadal variation of the AASM.After the mid-1960s.the AASM weakened remarkably,whereas after the mid-1980s,the AASM as a whole did not strengthen uniformly and synchronously,because it is found that the interannual variations of the AASM in the 1980s are stronger than those in the 1960s,and they superimposed on the counteracting interdecadal signals,causing different regioils of the AAMB behaving differently.Therefore,the response of the AASM to the accelerated global warming post the mid-1980s is not simply out-of-phase with that after the mid-1960s;it may involve more complicated multiscale physical elements.     

An Assessment of Improvements in Global Monsoon Precipitation Simulation in FGOALS-s2简

The performance of Version 2 of the Flexible Global Ocean-Atmosphere-Land System model （FGOALS-s2） in simulat ing global monsoon precipitation （GMP） was evaluated. Compared with FGOALS-sl, higher skill in simulating the annual modes of climatological tropical precipitation and interannual variations of GMP are seen in FGOALS-s2. The simulated domains of the northwestern Pacific monsoon （NWPM） and North American monsoon are smaller than in FGOALS-s 1. The main deficiency of FGOALS-s2 is that the NWPM has a weaker monsoon mode and stronger negatiw,＇ pattern in spring-fall asymmetric mode. The smaller NWPM domain in FGOALS-s2 is due to its simulated colder SST over the western Pacific warm pool. The relationship between ENSO and GMP is simulated reasonably by FGOALS-s2. However, the simulated precipitation anomaly over the South African monsoon region-South Indian Ocean during La Nina years is opposite to the observation. This results mainly from weaker warm SST anomaly over the maritime continent during La Nifia years, leading to stronger upper-troposphere （lower-troposphere） divergence （convergence） over the Indian Ocean, and artificial vertical as cent （descent） over the Southwest Indian Ocean （South African monsoon region）, inducing local excessive （deficient） rainfall. Comparison between the historical and pre-industrial simulations indicated that global land monsoon precipitation changes from 1901 to the 1970s were caused by internal variation of climate system. External forcing may have contributed to the increasing trend of the Australian monsoon since the 1980s. Finally, it shows that global warming could enhance GMR especially over the northern hemispheric ocean monsoon and southern hemispheric land monsoon.     

An Intercomparison of Rules for Testing the Significance of Coupled Modes of Singular Value Decomposition Analysis

This paper clarifies the essence of the significance test of singular value decomposition analysis （SVD）, and investigates four rules for testing the significance of coupled modes of SVD, including parallel analysis, nonparametric bootstrap, random-phase test, and a new rule named modified parallel analysis. A numerical experiment is conducted to quantitatively compare the performance of the four rules in judging whether a coupled mode of SVD is significant as parameters such as the sample size, the number of grid points, and the signal-to-noise ratio vary.
The results show that the four rules perform better with lower ratio of the number of grid points to sample size. Modified parallel analysis and nonparametric bootstrap perform best to abandon the spurious coupled modes, but the latter is better than the former to retain the significant coupled modes when the sample size is not much larger than the number of grid points. Parallel analysis and random-phase test are robust to abandon the spurious coupled modes only when either （1） the observations at the grid points are spatially uncorrelated, or （2） the coupled signal is very strong for parallel analysis and is not weak for random-phase test. The reasons affecting the accuracy of the test rules are discussed.     

赤峰地区近50a气候变化诊断分析

利用线性回归、累积距平和多项式回归法,对赤峰地区1951—1990年12个气象台站的月、季、年平均气温、最高气温、最低气温序列进行连续性变化趋势分析,确定该区域的气候变化趋势。应用Mann-Kendall法和滑动t检验法检验气温序列变化的不连续性,确定突变时间。结果表明:赤峰地区12个月的平均气温均有升温趋势,增温幅度从0.56℃/10a到0.15℃/10a,其中2月份最强。季节增温最显著的是冬季,其次是秋季和春季,夏季最弱。年平均气温增温率是0.28℃/10a,1988年是变暖的第一年,突变时间在1993年;年平均最低气温增温率是0.29℃/10a,1988年是变暖的第一年,突变时间在1988年;年平均最高气温增温率是0.26℃/10a,1993年是变暖的第一年,突变时间在1993—1996年附近;平均最低气温和最高气温的变暖时间具有不对称性。     

空气污染-气候相互作用:IPCC AR6的结论解读

本文解读最近发布的政府间气候变化专门委员会（Intergovernmental Panel on Climate Change,IPCC）第六次气候变化评估报告（Sixth Assessment Report,AR6）关于空气污染-气候相互作用的主要新结论。在大气污染物的气候效应方面,AR6估算了大气污染物或其前体物排放变化导致的有效辐射强迫值（Effective Radiative Forcing,ERF）,对评估大气污染治理可能产生的气候效应具有启示性意义。AR6也估算出1750—2019年间人为强迫导致的全球平均地表温度（Global mean Surface Air Temperature,GSAT）变化为1.29（0.99～1.65）℃,其中,均匀混合温室气体、臭氧、气溶胶导致的温度变化分别为1.58（1.17～2.17）℃、0.23（0.11～0.39）℃、-0.50（-0.22～-0.96）℃。气溶胶历史变化的气候效应中,起决定性作用的是由SO₂排放变化通过气溶胶-云相互作用所产生的ERF （高信度）,从而部分抵消了人为排放温室气体所引起的变暖（高信度）。在气候变化影响大气污染物方面,AR6首次评估获得了地表臭氧浓度对温度的敏感性,在偏远地区为-0.2 ～-2 nL·L^-1·℃^-1、在污染区为0.2 ～2 nL·L^-1·℃^-1。在大多数陆地区域,关于气候变化是增加还是减少PM_2.5,目前模式结果结论的一致性较低。