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Spatial Inhomogeneity of Atmospheric CO_(2) Concentration and Its Uncertainty in CMIP6 Earth System Models
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作者 Chengjun XIE Tongwen WU +7 位作者 Jie ZHANG Kalli FURTADO Yumeng ZHOU Yanwu ZHANG Fanghua WU Weihua JIE He ZHAO Mengzhe ZHENG 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2023年第11期2108-2126,共19页
This paper provides a systematic evaluation of the ability of 12 Earth System Models(ESMs)participating in the Coupled Model Intercomparison Project Phase 6(CMIP6)to simulate the spatial inhomogeneity of the atmospher... This paper provides a systematic evaluation of the ability of 12 Earth System Models(ESMs)participating in the Coupled Model Intercomparison Project Phase 6(CMIP6)to simulate the spatial inhomogeneity of the atmospheric carbon dioxide(CO_(2))concentration.The multi-model ensemble mean(MME)can reasonably simulate the increasing trend of CO_(2) concentration from 1850 to 2014,compared with the observation data from the Scripps CO_(2) Program and CMIP6 prescribed data,and improves upon the CMIP5 MME CO_(2) concentration(which is overestimated after 1950).The growth rate of CO_(2) concentration in the northern hemisphere(NH)is higher than that in the southern hemisphere(SH),with the highest growth rate in the mid-latitudes of the NH.The MME can also reasonably simulate the seasonal amplitude of CO_(2) concentration,which is larger in the NH than in the SH and grows in amplitude after the 1950s(especially in the NH).Although the results of the MME are reasonable,there is a large spread among ESMs,and the difference between the ESMs increases with time.The MME results show that regions with relatively large CO_(2) concentrations(such as northern Russia,eastern China,Southeast Asia,the eastern United States,northern South America,and southern Africa)have greater seasonal variability and also exhibit a larger inter-model spread.Compared with CMIP5,the CMIP6 MME simulates an average spatial distribution of CO_(2) concentration that is much closer to the site observations,but the CMIP6-inter-model spread is larger.The inter-model differences of the annual means and seasonal cycles of atmospheric CO_(2) concentration are both attributed to the differences in natural sources and sinks of CO_(2) between the simulations. 展开更多
关键词 CMIP6 Earth System Models the simulation of atmospheric CO_(2)concentration spatial inhomogeneity UNCERTAINTY
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Temporal and spatial changes of suspended sediment concentration and resuspension in the Yangtze River estuary 被引量:9
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作者 CHEN Shenliang, ZHANG Guoan, YANG Shilun(State Key Laboratory of Estuarine and Coastal Research, East China Normal University,Shanghai 200062, China) 《Journal of Geographical Sciences》 SCIE CSCD 2003年第4期498-506,共9页
A detailed analysis of suspended sediment concentration (SSC) variations over a year period is presented using the data from 8 stations in the Yangtze River estuary and its adjacent waters, together with a discussion ... A detailed analysis of suspended sediment concentration (SSC) variations over a year period is presented using the data from 8 stations in the Yangtze River estuary and its adjacent waters, together with a discussion of the hydrodynamic regimes of the estuary. Spatially, the SSC from Xuliujing downwards to Hangzhou Bay increases almost constantly, and the suspended sediment in the inner estuary shows higher concentration in summer than in winter, while in the outer estuary it shows higher concentration in winter than in summer, and the magnitude is greater in the outer estuary than in the inner estuary, greater in the Hangzhou Bay than in the Yangtze River estuary. The sediments discharged by the Yangtze River into the sea are resuspended by marine dynamics included tidal currents and wind waves. Temporally, the SSC shows a pronounced neap-spring tidal cycle and seasonal variations. Furthermore, through the analysis of dynamic mechanism, it is concluded that wave and tidal current are two predominant factors of sediment resuspension and control the distribution and changes of SSC, in which tidal currents control neap-spring tidal cycles, and wind waves control seasonal variations. The ratio between river discharge and marine dynamics controls spatial distribution of SSC. 展开更多
关键词 suspended sediment concentration temporal and spatial changes sediment resuspension Yangtze River estuary
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The effects of PM_(2.5)concentration on residents'health from the perspective of spatial economics 被引量:1
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作者 Shiwei Wu 《Chinese Journal of Population,Resources and Environment》 2020年第2期137-143,共7页
Ambient air quality is an important part of the ecological environment.Based on panel data from 192 countries for the period 2010–2016,our study applies spatial geography elements in a spatial panel model to analyze ... Ambient air quality is an important part of the ecological environment.Based on panel data from 192 countries for the period 2010–2016,our study applies spatial geography elements in a spatial panel model to analyze whether PM_(2.5)harms residents'health.We find a positive correlation between PM_(2.5)concentration and the prevalence of tuberculosis.Empirical testing shows that if residents live in environments with high PM_(2.5)concentrations for an extended period,it increases their probability of contracting tuberculosis.PM_(2.5)concentration and economic growth have an environmental Kuznets curve(EKC)relationship.Furthermore,PM_(2.5)concentration and prevalence of tuberculosis in different countries have a positive spatial correlation during the study period.The values of PM_(2.5)concentration in adjacent areas are similar,because PM_(2.5)can cross borders through airflow and as economic development levels in adjacent regions are similar.When regulating haze pollution,we should adopt regional joint governance,consider the specific characteristics of different regions,and coordinate these regulations with environmental protection policies to realize the goal of“lucid waters and lush mountains.” 展开更多
关键词 PM_(2.5)concentration Residents'health spatial spillover Environmental Kuznets curve
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The Spatial Distribution of Nitrite Concentrations in a Large Drinking Water Distribution System in Finland
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作者 Pirjo-Liisa Rantanen Minna M.Keinanen-Toivola +4 位作者 Merja Ahonen Ilkka Mellin Duoying Zhang Tuula Laakso Riku Vahala 《Journal of Water Resource and Protection》 2017年第8期1026-1042,共17页
Nitrite in drinking water is a potential health hazard and monitoring its concentrations in distributed water is of paramount importance. When monochloramine is used in secondary disinfection in drinking water distrib... Nitrite in drinking water is a potential health hazard and monitoring its concentrations in distributed water is of paramount importance. When monochloramine is used in secondary disinfection in drinking water distribution systems (DWDSs), nitrite is often formed by nitrification in the biofilm on the inner surface of distribution pipes. This article attempts to identify areas with a risk of increased nitrite concentrations as well as the main reasons leading to nitrite occurrence in a large urban DWDS in Finland using spatial inspection of obligatory monitoring data. Nitrification was found to occur throughout the study area, though nitrite was not increased everywhere. Instead, nitrite was increased close to the water treatment plants (WTPs) and was connected to fresh drinking water than stagnant drinking water. Temperature effects on nitrite concentrations were surprisingly insignificant, even though it is well known that nitrification reactions are affected by temperature. The temperature dependence of ammonium and total residual chlorine was more significant than the dependence of nitrite. The findings of this study emphasize the need to monitor nitrite concentrations close to WTPs. 展开更多
关键词 Ammonium Disinfection with Monochloramine Distribution System Drinking Water DWDS Maximum Water Age NITRIFICATION Nitrite concentrations Residual Total Chlorine spatial Inspection Temperature
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Calculation of watershed flow concentration based on the grid drop concept 被引量:9
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作者 Rui Xiaofang Yu Mei +1 位作者 Liu Fanggui Gong Xinglong 《Water Science and Engineering》 EI CAS 2008年第1期1-9,共9页
The grid drop concept is introduced and used to develop a micromechanism-based methodology for calculating watershed flow concentration. The flow path and distance traveled by a grid drop to the outlet of the watershe... The grid drop concept is introduced and used to develop a micromechanism-based methodology for calculating watershed flow concentration. The flow path and distance traveled by a grid drop to the outlet of the watershed are obtained using a digital elevation model (DEM). Regarding the slope as an uneven carpet through which the grid drop passes, a formula for overland flow velocity differing from Manning's formula for stream flow as welt as Darcy's formula for pore flow is proposed. Compared with the commonly used unit hydrograph and isochronal methods, this new methodology has outstanding advantages in that it considers the influences of the slope velocity field and the heterogeneity of spatial distribution of rainfall on the flow concentration process, and includes only one parameter that needs to be calibrated. This method can also be effectively applied to the prediction of hydrologic processes in un-gauged basins. 展开更多
关键词 micromechanisms of watershed flow concentration grid drop overland flow velocity formula spatial velocity field watershed runoff concentration time digital elevation model
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A variational successive corrections approach for the sea ice concentration analysis 被引量:3
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作者 Xuefeng Zhang Lu Yang +4 位作者 Hongli Fu Dong Li Zheqi Shen Lianxin Zhang Xuhui Hu 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2020年第9期140-154,共15页
The sea ice concentration observation from satellite remote sensing includes the spatial multi-scale information.However,traditional data assimilation methods cannot better extract the valuable information due to the ... The sea ice concentration observation from satellite remote sensing includes the spatial multi-scale information.However,traditional data assimilation methods cannot better extract the valuable information due to the complicated variability of the sea ice concentration in the marginal ice zone.A successive corrections analysis using variational optimization method,called spatial multi-scale recursive filter(SMRF),has been designed in this paper to extract multi-scale information resolved by sea ice observations.It is a combination of successive correction methods(SCM)and minimization algorithms,in which various observational scales,from longer to shorter wavelengths,can be extracted successively.As a variational objective analysis scheme,it gains the advantage over the conventional approaches that analyze all scales resolved by observations at one time,and also,the specification of parameters is more convenient.Results of single-observation experiment demonstrate that the SMRF scheme possesses a good ability in propagating observational signals.Further,it shows a superior performance in extracting multi-scale information in a two-dimensional sea ice concentration(SIC)experiment with the real observations from Special Sensor Microwave/Imager SIC(SSMI). 展开更多
关键词 variational successive corrections spatial multi-scale recursive filter sea ice concentration
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Effects of the Adjustment of Energy Structure on 24-h Average of NO_2 Concentration in Different Regions of Urumqi City in Winter
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作者 Nuorsaolie Jiang Wei 《Meteorological and Environmental Research》 CAS 2013年第5期26-29,共4页
[ Objective] The study aimed to discuss the effects of the adjustment of energy structure on daily average concentration of NO2 in different regions of Urumqi city in winter. [ Method] The changes of daily average con... [ Objective] The study aimed to discuss the effects of the adjustment of energy structure on daily average concentration of NO2 in different regions of Urumqi city in winter. [ Method] The changes of daily average concentration of NO2 in different areas of Urumqi City from January to February ( NO2 pollution was most serious) before and after the implementation of the project "changing coal to gas" were analyzed. [ Result] After the implementation of the project, daily average concentration of NO2 in different areas of Urumqi City was increased due to the rapid increase of ve- hicle quantity, but there were certain differences in the increase among various regions. From south to north, daily average concentration of NO2 in winter was decreased gradually, that is, daily average concentration of NO2 was the highest in the south area, while in the north area, it didn't change significantly before and after the implementation of the project, but it was still high. Therefore, the local government should pay more attention to pollution NO2 during environmental management process. [ Conclusion] The research could provide scientific references for the control of atmospheric pollution in future. 展开更多
关键词 Changing coal to gas Vehicle exhaust Air pollution spatial distribution NO2 concentration China
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Statistical characteristics of chlorophyll-a concentration in Hong Kong's coastal waters
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作者 CHEN Xiaoling, Yok Sheung Li, LI Zhilin(1. Dept. of Civil and Structural Engineering, The Hong Kong Polytechnic University, Hong Kong, China 2. National Laboratory for Information Engineering in Surveying, Mapping and Remote Sensing (LIESMARS), Wuhan Uni 《Journal of Geographical Sciences》 SCIE CSCD 2002年第3期331-342,共12页
In this paper seven of the ten Water Control Zones (WCZs) in Hong Kong's coastal waters with monthly or bi-weekly sampling data of 17 parameters collected at 37 monitoring stations from 1988 to 1999 were selected ... In this paper seven of the ten Water Control Zones (WCZs) in Hong Kong's coastal waters with monthly or bi-weekly sampling data of 17 parameters collected at 37 monitoring stations from 1988 to 1999 were selected to analyze the spatial and temporal variations of chlorophyll-a and its influencing factors. Cluster analysis was employed to group the monitoring stations based on the structure of the data set. Multiple step regression was employed to determine the significant influencing factors of chlorophyll-a level. The results suggest that all the monitoring stations could be grouped into two clusters. Cluster Ⅰ with frequent red tide incidents comprises two WCZs which are semi-enclosed bays. Cluster Ⅱ with less red tide occurrence comprises the other five WCZs in an estuarine environment in the west. For both clusters, the organic contents indicator, BODS, was a common significant influencing factor of the chlorophyll-a level. Nitrogen and light penetration condition related to turbidity, total volatile solids and suspended solids had more influence on the cholophyll-a level in Cluster Ⅰ than in Cluster Ⅱ, while phosphorus and oceanographic conditions associated with salinity, temperature, dissolved oxygen and pH were more important in Cluster Ⅱ than in Cluster Ⅰ. Generally, there was a higher average chlorophyll-a level in winter and autumn in a year. The chlorophyll-a level was much higher in Cluster Ⅰ than in Cluster Ⅱ among all seasons. Although the chlorophyll-a concentration had great variations from place to place in Hong Kong's coastal waters, it seemed to have a common long term fluctuation period of 8-10 years with a high-low-high variation in the period in the whole region, which might be influenced by other factors of global scale. 展开更多
关键词 Hong Kong's coastal waters chlorophyll-a concentration spatial-temporal variations
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Modelling of Wideband Concentric Ring Frequency Selective Surface for 5G Devices
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作者 Ankush Kapoor Pradeep Kumar Ranjan Mishra 《Computers, Materials & Continua》 SCIE EI 2023年第1期341-361,共21页
Frequency selective surfaces(FSSs)play an important role in wireless systems as these can be used as filters,in isolating the unwanted radiation,in microstrip patch antennas for improving the performance of these ante... Frequency selective surfaces(FSSs)play an important role in wireless systems as these can be used as filters,in isolating the unwanted radiation,in microstrip patch antennas for improving the performance of these antennas and in other 5G applications.The analysis and design of the double concentric ring frequency selective surface(DCRFSS)is presented in this research.In the sub-6 GHz 5G FR1 spectrum,a computational synthesis technique for creating DCRFSS based spatial filters is proposed.The analytical tools presented in this study can be used to gain a better understanding of filtering processes and for constructing the spatial filters.Variation of the loop sizes,angles of incidence,and polarization of the concentric rings are the factors which influence the transmission coefficient as per the thorough investigation performed in this paper.A novel synthesis approach based on mathematical equations that may be used to determine the physical parameters ofDCRFSSbased spatial filters is presented.The proposed synthesis technique is validated by comparing results from high frequency structure simulator(HFSS),Ansys electronic desktop circuit editor,and an experimental setup.Furthermore,the findings acquired from a unit cell are expanded to a 2×2 array,which shows identical performance and therefore proves its stability. 展开更多
关键词 spatial filters double concentric ring frequency selective surface(DCRFSS) angle of incidence finite element method(FEM) polarization angles
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Study on the spatial and temporal evolutionary characteristics of ozone concentration and the impact of human activities in China in 2019
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作者 Yongchun Wang Wang Zhang +4 位作者 Yu’an Liu Yazhu Wang Yuting Fu Zhaohui Feng Lingqing Wang 《Acta Geochimica》 EI CAS 2024年第5期985-995,共11页
Ozone(O_(3))pollution has a profound impact on human health,vegetation development,and the ecological environment,making it a critical focus of global academic research.In recent years,O_(3)pollution in China has been... Ozone(O_(3))pollution has a profound impact on human health,vegetation development,and the ecological environment,making it a critical focus of global academic research.In recent years,O_(3)pollution in China has been on a steady rise,with ozone emerging as the sole conventional pollutant to consistently increase in concentration without any decline.This study conducted a quantitative analysis of O_(3)concentrations across 367 Chinese cities in 2019,examining spatial autocorrelation and local clustering of O_(3)levels,and investigated the diverse relationships between human activity factors and O_(3)concentration.The seasonal fluctuation of O_(3)exhibited the“M-type”pattern,with peak concentrations in winter and the lowest levels in summer.The center of O_(3)pollution migrated southeastward,with the area of highest concentration progressively shifting south along the eastern coast.Moreover,O_(3)concentration showed a strong positive correlation with population density,road freight volume,and industrial emissions,suggesting that human activities,vehicle emissions,and industrial operations are significant contributors to O_(3)production.The results provide comprehensive information on the characteristics,causes,and occurrence mechanism of O_(3)in Chinese cities that can be utilized by global government departments to formulate strategies to prevent and control O_(3)pollution. 展开更多
关键词 Ozone concentration Urban agglomerations Human activities spatial heterogeneity
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秦岭南麓小流域乡村聚落空间集聚PSR评价研究——以乾佑河流域柞水段为例
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作者 吴锋 康君颖 潘少立 《城市规划》 CSCD 北大核心 2024年第9期67-77,共11页
小流域是山地区域乡村聚落广泛存在的空间载体,随着新型城镇化建设、乡村振兴战略的实施,这里的聚落也开始发生剧烈变动,开始了更为集约的收缩型集聚。为了更好地发现其变化集聚的状态与趋势,对聚落发展提出合理的优化建议与引导,急需... 小流域是山地区域乡村聚落广泛存在的空间载体,随着新型城镇化建设、乡村振兴战略的实施,这里的聚落也开始发生剧烈变动,开始了更为集约的收缩型集聚。为了更好地发现其变化集聚的状态与趋势,对聚落发展提出合理的优化建议与引导,急需合适的评价工具与方法。因此,针对秦岭南麓小流域内聚落斑块零散存在的现实情况,借助“压力-状态-响应”评价模型,提出了聚焦小流域乡村聚落社会-生态健康发展的PSR评价方法以及聚焦关键问题的研究思路;进而以乾佑河柞水段的七条典型小流域为对象,借助核密度估算工具,进行内部聚落空间集聚特征的总结,建构起可进行比较的核点集聚区域、点轴集中区概念;并通过评价参数的筛选,明确了小流域、核点集聚区域双层级PSR评价体系,结合实践提出相关优化建议,也为小流域乡村聚落合理建设探索更科学的研究基础。 展开更多
关键词 小流域 空间集聚 核点集聚区域 点轴集中区 PSR评价
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重庆市绿色空间景观格局与PM_(2.5)浓度时空相关性 被引量:1
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作者 苟爱萍 李皖新 王江波 《地球科学与环境学报》 CAS 北大核心 2024年第1期25-37,共13页
空气中的细颗粒物对人民群众身体健康产生严重威胁,探究绿色空间景观格局对PM_(2.5)浓度的影响,有助于通过调整绿色空间格局降低PM_(2.5)浓度。以重庆市1980~2020年土地利用遥感监测数据和PM_(2.5)浓度数据作为基础数据,通过景观格局指... 空气中的细颗粒物对人民群众身体健康产生严重威胁,探究绿色空间景观格局对PM_(2.5)浓度的影响,有助于通过调整绿色空间格局降低PM_(2.5)浓度。以重庆市1980~2020年土地利用遥感监测数据和PM_(2.5)浓度数据作为基础数据,通过景观格局指数法、空间自相关分析研究绿色空间景观格局及PM_(2.5)浓度变化特征,再通过时空地理加权回归(GTWR)模型研究绿色空间景观格局指数变化对PM_(2.5)浓度的影响及其时空异质性。结果表明:①重庆市PM_(2.5)浓度从1980年至2010年逐渐上升,2010年至今逐渐降低;同时,其空间分布具有显著聚集特征,主要显示为东部低-低聚集、西部高-高聚集的特征。②林地、草地和耕地的面积指数(TA)、斑块密度指数(PD)和斑块连接度指数(COHESION)与PM_(2.5)浓度具有显著的相关性。其中,林地面积指数呈负影响,耕地、草地面积指数呈正影响;林地、草地斑块密度指数呈正影响,耕地斑块密度指数呈负影响;林地、草地和耕地斑块连接度指数均呈负影响。③主城都市区内,草地面积指数和耕地斑块密度指数对PM_(2.5)浓度的负影响较强。渝东北三峡库区城镇群和渝东南武陵山区城镇群内,林地聚合度指数(AI)、斑块密度指数和斑块连接度指数以及耕地面积指数对PM_(2.5)浓度的影响较强。 展开更多
关键词 绿色空间 景观格局指数 消减效应 PM_(2.5)浓度 空间自相关分析 时空地理加权回归模型 时空异质性 重庆
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工作面煤层瓦斯立体抽采时空效应分析 被引量:1
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作者 徐遵玉 《能源与环保》 2024年第2期10-16,共7页
针对低透气性煤层瓦斯难以抽采的问题,以新集二矿220112工作面回采区域煤层为背景,采用倾向顺层钻孔、底板穿层钻孔、顶板定向钻孔及上隅角埋管抽采相结合的立体瓦斯抽采系统抽采瓦斯。瓦斯抽采数据表明,回采煤层瓦斯抽采具有一定的时... 针对低透气性煤层瓦斯难以抽采的问题,以新集二矿220112工作面回采区域煤层为背景,采用倾向顺层钻孔、底板穿层钻孔、顶板定向钻孔及上隅角埋管抽采相结合的立体瓦斯抽采系统抽采瓦斯。瓦斯抽采数据表明,回采煤层瓦斯抽采具有一定的时间效应和空间效应,抽采瓦斯的混合量和瓦斯浓度随着抽采时间和推进距离的增加呈现减小趋势,并趋于稳定;上隅角埋管和高抽巷抽采瓦斯浓度和混合量与顶板周期来压具有较好的一致性,上隅角埋管抽采瓦斯受周期来压影响较大,在周期来压前,应加强上隅角瓦斯抽采,防止周期来压时上隅角瓦斯超限。抽采效果表明,工作面回采区域瓦斯预抽率为31.9%,实测最大残余瓦斯含量为3.5 m^(3)/t,最大残余瓦斯压力0.25 MPa,回采期间钻屑瓦斯解吸指标最大值为90 Pa,钻屑量最大值为2.6 kg/m,取得了较好的抽采效果,实现了回采工作面的安全开采。 展开更多
关键词 低透气性 时空效应 瓦斯浓度 抽采效果 立体抽采
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中国近地面甲烷浓度时空分布特征及影响因素
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作者 郭淏淏 朱炜歆 +4 位作者 张霄羽 张红 魏夜香 侯鑫 荀楠楠 《中国环境科学》 EI CAS CSCD 北大核心 2024年第2期593-601,共9页
利用GOSAT卫星近地面甲烷产品,分析2009年6月至2019年9月中国近地面甲烷浓度的空间分布和年际季节变化特征,并采用相关分析和随机森林模型探讨影响因素.结果表明:从空间分布来看,中国近地面甲烷浓度空间分布呈现东高西低的特点,空间差... 利用GOSAT卫星近地面甲烷产品,分析2009年6月至2019年9月中国近地面甲烷浓度的空间分布和年际季节变化特征,并采用相关分析和随机森林模型探讨影响因素.结果表明:从空间分布来看,中国近地面甲烷浓度空间分布呈现东高西低的特点,空间差异明显;从年际变化来看,全国近地面CH_(4)浓度呈逐年增长趋势(8.71±0.96×10^(-9)/a),各地区年增长趋势在(7.01~11.76)×10^(-9)/a;从季节变化来看,中国近地面CH_(4)浓度夏秋两季浓度较高,春冬两季浓度较低;从影响因素来看,中国大部分地区的近地面CH_(4)浓度与气温、植被、夜间灯光、土壤湿度、降水呈正相关,与风速呈负相关.基于随机森林模型的影响因素重要性分析表明,对近地面CH_(4)浓度影响作用较大的因子为气温、植被和夜间灯光. 展开更多
关键词 近地面CH4浓度 时空分布 趋势分析 随机森林
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基于空间插值的长江口邻近海域春季悬浮物和叶绿素a空间分布分析
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作者 赵菊英 杜博文 +4 位作者 韦美怡 李阳东 胡松 李鸿莉 常亮 《海洋预报》 CSCD 北大核心 2024年第1期83-93,共11页
针对目前利用实测数据对长江口邻近海域水质状况进行分析研究相对偏少的情况,基于“淞航”号2018年春季航次对该海域的综合观测,利用实验室水样分析数据对船载温盐深仪(CTD)的测量数据进行校正,并对该区域2018年春季时节悬浮物(TSM)和... 针对目前利用实测数据对长江口邻近海域水质状况进行分析研究相对偏少的情况,基于“淞航”号2018年春季航次对该海域的综合观测,利用实验室水样分析数据对船载温盐深仪(CTD)的测量数据进行校正,并对该区域2018年春季时节悬浮物(TSM)和叶绿素a(Chl-a)浓度的空间插值结果进行分析。研究结果表明:CTD观测数据与水样分析数据呈较强线性相关关系。反距离权重插值对TSM和Chl-a浓度空间分布具有整体最优的效果。TSM浓度在近岸和近海底较高,在观测区域内出现两个高值中心;Chl-a浓度在近岸海域较高,有较明显的片状高值结构,垂向上表层较高。TSM与Chl-a浓度分布在长江口南北表现出不同的特征,且两者具有一定的负相关性。长江径流、外海洋流、潮汐混合等水动力过程是影响该区域TSM和Chl-a浓度分布的主要因素。 展开更多
关键词 长江口邻近海域 悬浮物浓度 叶绿素A浓度 空间插值 断面分析 大面分析
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中国对流层臭氧的时空变化及影响因素研究
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作者 侯鑫 张霄羽 +3 位作者 张红 郭淏淏 荀楠楠 王善婷 《环境科学研究》 CAS CSCD 北大核心 2024年第9期1911-1919,共9页
近年来臭氧(O_(3))浓度的升高给人类健康和气候变化带来了许多负面影响,因此迫切需要认识对流层O_(3)柱浓度的时空演变特征及影响因子。本研究基于OMI-MLS数据,分析了2005-2020年我国对流层O_(3)柱浓度的时空分布特征及变化趋势,采用随... 近年来臭氧(O_(3))浓度的升高给人类健康和气候变化带来了许多负面影响,因此迫切需要认识对流层O_(3)柱浓度的时空演变特征及影响因子。本研究基于OMI-MLS数据,分析了2005-2020年我国对流层O_(3)柱浓度的时空分布特征及变化趋势,采用随机森林模型量化了我国对流层O_(3)柱浓度影响因子的重要性。结果表明:①在月尺度上,我国OMI-MLS对流层O_(3)柱浓度与站点近地面O_(3)浓度显著相关,87.81%站点的近地面O_(3)浓度与OMI-MLS对流层O_(3)柱浓度的皮尔逊相关系数大于0.50(P<0.05)。在季尺度上,我国OMI-MLS对流层O_(3)柱浓度与站点近地面O_(3)浓度在春、秋两季相关性较高,在夏、冬两季相关性较差。②我国对流层O_(3)柱浓度多年平均值为34.42DU,整体呈东高西低的分布格局。2005-2020年我国对流层O_(3)柱浓度呈波动上升的趋势(0.228 DU/a),但各地区对流层O_(3)柱浓度的年际变化存在差异,华南地区的对流层O_(3)柱浓度增速(0.272 DU/a)最快,西南地区增速(0.209DU/a)最慢。③我国对流层O_(3)柱浓度季节性变化明显,表现为夏季>春季>秋季>冬季,并且对流层O_(3)柱浓度的季节变化趋势存在差异,对流层O_(3)柱浓度在夏季增速(0.265 DU/a)最快,春季、秋季(均为0.217 DU/a)次之,冬季(0.213DU/a)最慢。④对流层O_(3)柱浓度年际和季节变化的影响因子在重要性排序上存在差异,总体上,气象因子对我国对流层O_(3)柱浓度的影响程度最大,排放因子的影响程度较小。研究显示,我国对流层O_(3)柱浓度的时空分布存在显著差异,形成该时空分布格局的影响因子不同。 展开更多
关键词 对流层O_(3)柱浓度 时空分布 季节变化 影响因子 随机森林
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冬季调水期南四湖水体温室气体溶存浓度及其影响因素
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作者 刘浩志 张菊 +4 位作者 邓焕广 张怀珍 吴金甲 杨丽伟 张蕊 《环境化学》 CAS CSCD 北大核心 2024年第2期590-599,共10页
为了解冬季调水期南四湖表层水中温室气体的溶存浓度及其排放通量,采集南四湖各湖区和主要入湖河流的河口区表层水及气体样品,分析了水体的理化指标以及CO_(2)、CH_(4)和N_(2)O的溶存浓度,采用薄边界层扩散模型法估算了水—气界面排放通... 为了解冬季调水期南四湖表层水中温室气体的溶存浓度及其排放通量,采集南四湖各湖区和主要入湖河流的河口区表层水及气体样品,分析了水体的理化指标以及CO_(2)、CH_(4)和N_(2)O的溶存浓度,采用薄边界层扩散模型法估算了水—气界面排放通量,并探讨了影响调水期南四湖温室气体溶存浓度的主要因子.结果表明,调水期南四湖表层水中N_(2)O、CH_(4)和CO_(2)浓度分别为(23.0±6.13)nmol·L^(-1)、(0.15±0.10)μmol·L^(-1)和(52.4±11.4)μmol·L^(-1),均处于高度过饱和状态,排放通量分别为(0.22±0.18)μmol·m^(-2)·h^(-1)、(3.95±2.73)μmol·m^(-2)·h^(-1)和(658±336)μmol·m^(-2)·h^(-1);浓度和排放通量多与冬季其他湖泊相当,但低于平原河网.各温室气体浓度、饱和度和排放通量整体呈现自上级湖向下级湖降低的趋势,且在河口区和二级坝附近水域浓度较高,同时N_(2)O和CO_(2)浓度在微山湖湖心区出现带状高值区,而CH_(4)相对较低.各温室气体浓度与水质参数间具有一定的相关性,其中,N_(2)O浓度与NO_(3)^(-)、NO_(2)^(-)浓度呈显著正相关,CH_(4)与TN呈显著负相关,CO_(2)与pH、SD呈显著负相关,与DOC呈显著正相关,反映了水质对温室气体溶存浓度的影响.研究结果为评估调蓄湖泊在调水期对大气温室气体的影响提供了基础数据支撑. 展开更多
关键词 温室气体 溶存浓度 空间分布特征 影响因素 调水期 南四湖
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城市三维形态空间分异格局对大气污染时空分布响应研究——以长沙市为例
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作者 杨妍 于成 +2 位作者 傅安洲 孙字祥 周楷淳 《湖南师范大学自然科学学报》 CAS 北大核心 2024年第2期12-21,共10页
城市化过程通常伴随着高层建筑和立体城市布局的发展,城市区域逐渐从“二维结构”转变为“三维结构”。尽管这种三维城市结构创造了巨大的发展机遇,也带来了许多负面影响。密集的建筑群影响了局部区域的空气流通,使得空气污染成为了一... 城市化过程通常伴随着高层建筑和立体城市布局的发展,城市区域逐渐从“二维结构”转变为“三维结构”。尽管这种三维城市结构创造了巨大的发展机遇,也带来了许多负面影响。密集的建筑群影响了局部区域的空气流通,使得空气污染成为了一个典型的城市问题。本研究以2020年长沙市主城区的三维建筑物数据和PM_(2.5)监测数据为基础,运用城市三维形态指标分析、随机森林模型、空间自相关分析以及多尺度地理加权回归等方法,分析了长沙市主城区三维景观格局与PM_(2.5)浓度的时空分布格局,并进一步探讨了三维景观格局对PM_(2.5)浓度分布的驱动差异。研究结果显示:1)研究区域内的三维景观类型多样,展现出一定的空间格局异质性;2)研究区域内PM_(2.5)浓度呈现出显著的空间自相关性,但夏、冬两季差异明显;3)三维景观指数在一定程度上驱动了PM_(2.5)浓度的时空异质性,其中建筑数量和建筑高度标准差具有较强的正向驱动作用。 展开更多
关键词 三维景观格局 PM_(2.5)浓度 空间自相关 多尺度地理加权回归
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融合时空特征的城市多站点PM2.5浓度预测
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作者 黄琨 吴学群 +1 位作者 成飞飞 韩啸 《传感器与微系统》 CSCD 北大核心 2024年第5期149-152,157,共5页
本文提出一种融合时空特征的城市多站点PM2.5预测方法,该方法可以捕捉PM2.5在时间和空间上的相关性,通过将区域多个站点的PM2.5数据转换为一系列静态图像,将其输入到卷积长短期记忆(ConvLSTM)模型中,采用端对端的方式进行训练,预测城市... 本文提出一种融合时空特征的城市多站点PM2.5预测方法,该方法可以捕捉PM2.5在时间和空间上的相关性,通过将区域多个站点的PM2.5数据转换为一系列静态图像,将其输入到卷积长短期记忆(ConvLSTM)模型中,采用端对端的方式进行训练,预测城市未来多个站点多个时段的PM2.5浓度。以北京多个站点的PM2.5数据进行实验验证。结果表明:考虑了时空特征的ConvLSTM方法在短期预测方面优于其他4种时序方法,该方法可为PM2.5预测提供新的思路。 展开更多
关键词 时空特征 卷积长短期记忆 多站点 PM2.5浓度预测
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典型人类活动对关中平原城市群PM_(2.5)浓度的影响
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作者 李常巘佶 高美玲 李振洪 《地球科学与环境学报》 CAS 北大核心 2024年第2期180-195,共16页
为应对突发公共卫生事件而采取的流动限制性措施,为研究人类活动对PM_(2.5)浓度的影响提供了一个独特的自然实验环境,但该期间关中平原城市群PM_(2.5)浓度分布及驱动力有何变化尚缺乏关注。基于2018~2020年PM_(2.5)遥感反演数据,采用空... 为应对突发公共卫生事件而采取的流动限制性措施,为研究人类活动对PM_(2.5)浓度的影响提供了一个独特的自然实验环境,但该期间关中平原城市群PM_(2.5)浓度分布及驱动力有何变化尚缺乏关注。基于2018~2020年PM_(2.5)遥感反演数据,采用空间自相关分析、地理探测器和多尺度地理加权回归(MGWR)模型,分析2020年2月至3月实施流动限制性措施期间关中平原城市群PM_(2.5)浓度及驱动因子的时空演变特征。结果表明:①2020年2月至3月PM_(2.5)浓度显著下降,2020年2月热点减少,3月冷点减少。②相比历年同期,所有人为因素单因子在2020年2月对关中平原城市群PM_(2.5)浓度的解释力最低,自然因素解释力较高。其中,工厂兴趣点分布(POI_D)及路网分布(RD)解释力相比历年同期平均解释力降幅最大,分别为20.3%和38.6%。所有人为因素双因子交互影响解释力在2020年2月最低。③所有人为因素在2020年2月对关中平原城市群PM_(2.5)浓度的作用尺度最小,当不同时期人为因素强度处于平均水平时,实施流动限制性措施期间的PM_(2.5)浓度更易降低,但东部地区的PM_(2.5)浓度防治强度还需增大。 展开更多
关键词 驱动因子 时空演变 PM_(2.5)浓度 空间自相关 地理探测器 多尺度地理加权回归模型 关中平原
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