河流CO2与CH4排放研究进展

河流作为连接海-陆两大碳库的主要通道,其水-气界面二氧化碳(CO_2)与甲烷(CH_4)排放构成全球碳循环的重要环节,对全球气候变暖的贡献不容小觑.明确河流水体CO_2与CH_4产排过程、时空特征以及控制因素是认识河流生态学功能以及其对变化环境响应的重要内容.基于当前河流CO_2与CH_4排放研究进展,构建河流碳排放动力学概念框架(内源代谢、陆源输入),并从全球尺度、区域尺度、流域尺度综述了河流碳排放时空变异性特征以及存在的研究不足.在理解碳排放动力学概念框架和时空变异特征的基础上,构建了河流CO_2与CH_4动力学控制因子分层框架(内部因子:有机质、温度、营养盐;外部因子:水文、地貌、人类活动),深入探讨了河流碳排放的关键影响因素.最后,根据当前研究中存在的不足,提出河流碳排放应将纳入区域陆地碳平衡过程,今后研究重点应包括流域尺度上河流CO_2与CH_4内源产生与陆源输入相对贡献的量化研究、不同界面CO_2与CH_4产生与排放过程研究、高时空分辨率的监测数据的补充以及变化环境与人类活动干扰下河流碳排放的响应过程等,为理解河流生态学过程及生态系统功能提供基础,同时为我国进一步深入开展相关研究提供借鉴.     

河流氧化亚氮产生和排放研究综述

氧化亚氮(N2O)是仅次于二氧化碳(CO2)和甲烷(CH4)的重要温室气体.由于人类活动对土地的影响导致河流系统中氮的可利用性增加,河流生态系统的N2O排放量正日益增长.本文对国内外河流水体N2O溶存浓度和饱和度、水-气界面排放通量及沉积物-水界面交换通量等数据进行了收集,并总结和分析了河流生态系统中N2O的产生机制及主要影响因子.     

三峡库区典型河流水-气界面CO2通量日变化观测及其影响因素分析

为研究河流水-气界面CO_2通量的季节和日变化特征;于2016年7月15～17日以及2017年11月4～6日对三峡库区嘉陵江支流竹溪河进行定点定时采集表层水样,并同步监测关键环境因子,采用亨利定律结合薄边界层模型计算其水-气界面CO_2通量F(CO_2).结果表明,竹溪河表层水CO_2分压p(CO_2)及界面CO_2脱气通量呈现出显著的日间和季节变化,以及明显的日内变化特征:在上午09:00前后达到释放高峰,随后波动下降;水-气界面CO_2通量日间均值分别为(100. 9±31. 6)、(78. 6±12. 1)、(83. 9±29. 7)、(137. 5±42. 1)、(147. 6±34. 0)、(132. 4±21. 7) mmol·(m~2·d)~(-1);并表现出夏季表层水体CO_2释放通量明显低于秋季,其均值分别为(87. 8±27. 5) mmol·(m~2·d)~(-1)和(139. 2±34. 0) mmol·(m~2·d)~(-1);总体表现出大气CO_2源的特征.竹溪河p(CO_2)和F(CO_2)受到诸多环境因子的影响,相关分析表明,pH、碱度、水温和气温是主要环境影响因子,CO_2释放通量可以用pH和碱度预测.     

Greenhouse gas emission factors for land use and land-use change in Southeast Asian peatlands

Tropical peat swamp forests, which are predominantly located in Southeast Asia (SEA) and play a prominent role as a global carbon store, are being intensively degraded and converted to agricultural lands and tree plantations. For national inventories, updated estimates of peat emissions of greenhouse gases (GHG) from land use (LU) and land-use change in the tropics are required. In this context, we reviewed the scientific literature and calculated emission factors of peat net emissions of carbon dioxide (CO₂), methane (CH₄) and nitrous oxide (N₂O) in seven representative LU categories for SEA i.e. intact peat swamp forest, degraded forest (logged, drained and affected by fire), mixed croplands and shrublands, rice fields, oil palm, Acacia crassicarpa and sago palm plantations. Peat net CO₂ uptake from or emissions to the atmosphere were assessed using a mass balance approach. The balance included main peat C inputs through litterfall and root mortality and outputs via organic matter mineralization and dissolved organic carbon. Peat net CO₂ loss rate from degraded forest, croplands and shrublands, rice fields, oil palm, A. crassicarpa and sago palm plantations amounted to 19.4?±?9.4, 41.0?±?6.7, 25.6?±?11.5, 29.9?±?10.6, 71.8?±?12.7 and 5.2?±?5.1 Mg CO₂ ha^?1 y^?1, respectively. Total peat GHG losses amounted to 20.9?±?9.4, 43.8?±?6.8, 36.1?±?12.9, 30.4?±?10.6, 72?±?12.8 and 8.6?±?5.3 Mg CO₂-equivalent ha^?1 y^?1 in the same LU categories, respectively. A single land-clearing fire would result in additional emissions of 493.6?±?156.0 Mg CO₂-equivalent ha^?1.     

三峡库区主要河流秋季pCO2及其影响因素

于2015年10月对三峡库区主要河流表层水体中的溶解性碳组成进行了测定,结合水文地质条件和水化学关键指标,对河流表层水体二氧化碳分压(p CO_2)的空间变化及影响因素进行了研究,并利用模型法分析了水-气界面CO_2通量特征.结果表明,三峡库区主要河流秋季pCO_2介于18.75~296.31 Pa之间,均值为(141.06±77.51)Pa;河流CO_2脱气通量平均值为(101.1±78.0)mmol·(m2·d)-1,其中86%的采样点位表现为大气CO_2源的特征.p CO_2与DO和pH显著负相关,与HCO-3显著正相关.由于山区河流流速快和水力停留时间短等特征,河流有机碳原位呼吸是导致p CO_2与DO和pH很强的负相关关系的主要原因.研究结果为准确估算三峡库区河流CO_2逸出量提供了重要的数据支撑.     

The effects of climate warming on microbe-mediated mechanisms of sediment carbon emission

Due to significant differences in biotic and abiotic properties of soils compared to those of sediments, the predicted underlying microbe-mediated mechanisms of soil carbon emissions in response to warming may not be applicable for estimating similar emissions from inland water sediments. We addressed this issue by incubating different types of sediments, (including lake, small river, and pond sediments) collected from 36 sites across the Yangtze River basin, under short-term experimental warming to explore the effects of climate warming on sediment carbon emission and the underlying microbe-mediated mechanisms. Our results indicated that under climate warming CO₂ emissions were affected more than CH₄ emissions, and that pond sediments may yield a greater relative contribution of CO₂ to total carbon emissions than lake and river sediments. Warming-induced CO₂ and CH₄ increases involve different microbe-mediated mechanisms; Warming-induced sediment CO₂ emissions were predicted to be directly positively driven by microbial community network modularity, which was significantly negatively affected by the quality and quantity of organic carbon and warming-induced variations in dissolved oxygen, Conversely, warming-induced sediment CH₄ emissions were predicted to be directly positively driven by microbial community network complexity, which was significantly negatively affected by warming-induced variations in pH. Our findings suggest that biotic and abiotic drivers for sediment CO₂ and CH₄ emissions in response to climate warming should be considered separately when predicting sediment organic carbon decomposition dynamics resulting from climate change.     

新安江水库二氧化碳排放的时空变化特征

新安江水库是我国华东地区最大的水库,面积580 km2,平均深度30 m,水库水体处于中贫营养状态.为了研究新安江水库中CO_2排放的时空变化特征,2014年12月至2015年12月采用静态浮箱法收集水库表面以分子扩散方式排放的CO_2,使用气相色谱仪分析CO_2浓度.结果表明,新安江水库CO_2排放通量从上游入库河流[(120.39±135.41)mg·(m~2·h)~(-1)]至库区主体[(36.65~61.94)mg·(m~2·h)~(-1)]呈下降趋势,而大坝下游河流中CO_2排放通量[(1 535.00±1 447.46)mg·(m~2·h)~(-1)]显著增加,约分别是上游入库河流和库区主体的13倍和25~42倍.但随着与大坝距离增加,大坝下游河流中CO_2排放通量显著下降,如7 km处的CO_2排放通量仅为出库水体处的20%.在库区主体中,CO_2排放通量具有明显的季节变化:CO_2排放通量在秋、冬季时为正值,最大值出现在冬季(12月或1月),说明此时库区表层水体是CO_2排放源;而CO_2排放通量在春、夏季为负值,最小值出现在春季(3、4或5月),说明此时库区表层水体是CO_2吸收汇,这可能与春、夏季时水体中藻类繁殖有关.所以,在调查水库表面CO_2排放时,应对水库的上游入库河流、库区主体和坝下河流进行全面长期的观测,才能避免低估水库中CO_2排放总量.     

快速城市化区河流温室气体排放的时空特征及驱动因素

河流是大气温室气体重要的排放源,近十多年来全球城市化导致河流生态系统各要素发生改变,对河流水体温室气体排放产生影响.为研究快速城市化区不同土地利用方式下河流温室气体排放的时空特征及其影响因素,采用薄边界层模型法,于2014年9月(秋季)和12月(冬季)及2015年3月(春季)和6月(夏季)的晴天对重庆市区内梁滩河干、支流水体pCO_2、CH_4、N_2O溶存浓度进行监测.结果表明,梁滩河干、支流水体pCO_2范围为(23. 38±34. 89)～(1395. 33±55. 45) Pa、CH_4溶存浓度范围(65. 09±28. 09)～(6 021. 36±94. 36) nmol·L~(-1)、N_2O溶存浓度范围为(29. 47±5. 16)～(510. 28±18. 34)nmol·L~(-1); CO_2、CH_4和N_2O排放通量分别为-6. 1～786. 9、0. 31～27. 62和0. 06～1. 08 mmol·(m~2·d)~(-1);流域水体温室气体浓度空间格局与快速城市化带来的污染负荷空间梯度吻合,干流温室气体浓度与通量从上游向下游均呈先增加后降低,在城市化速度最快的中游出现峰值,其中城市河段CO_2和CH_4浓度约为非城市河段的2倍,同时支流水体自上游农业区向下游城市区呈显著增加;由于受到降雨、温度、外源输入的综合影响,河流CO_2排放通量呈秋季冬季夏季春季的季节模式,CH_4排放通量春季最高夏季最低,N_2O排放通量季节差异不显著.流域水体碳、氮含量均较高,水体CO_2的产生和排放不受生源要素限制,但受水温、pH、DO、叶绿素a等生物代谢因子影响; CH_4的产生和排放受水体碳、氮、磷含量和外源污水输入的共同驱动; N_2O的产生和排放主要受高N_2O浓度的城市污水排放影响.本研究认为流域快速城市化加快了河流水体温室气体排放,形成排放热源,因此城市河流温室气体排放对全球河流排放通量的贡献可能被忽视,在未来研究中应受到更多关注.     

闽江河口潮汐沼泽湿地CO_2排放通量特征

以闽江河口区面积最大的鳝鱼滩湿地分布的3种植物沼泽湿地：土著种咸草（Cyperus malaccensis Lam.var.brevifolius Bocklr.）沼泽湿地、芦苇（Phragmites australis）沼泽湿地及外来入侵种互花米草（Spartina alterniflora Loisel.）沼泽湿地...     

东江流域化学风化对大气CO2的吸收

对东江化学径流进行分析,使用质量平衡法和扣除法估算了流域化学风化对大气CO2的吸收通量.结果表明,东江水体的总溶解性固体(TDS)含量均值(59.88 mg·L-1)远低于世界河流均值(100 mg·L-1);离子组成以Ca2、Na+和HCO3-为主,可溶性Si次之,径流对总溶解固体的稀释效应由于受人类活动影响表现得并不明显.东江化学径流组成主要源自硅酸盐矿物的化学风化过程的贡献(72.46％～81.54％),其次为海盐贡献(17.65％～26.05％),碳酸盐矿物的贡献很少(0.81％ ～3.87％);大气CO2是流域内岩石化学风化的主要侵蚀介质,但H2SO4和HNO3的作用也不可忽视;东江流域岩石化学风化过程对大气CO2的消耗通量(3.02～3.08) x105 mol·km-2·a-1高于全球平均值,是全球岩石风化碳汇的一个重要组成部分.     

Impacts of land use,restoration, and climate change on tropical peat carbon stocks in the twenty-first century: implications for climate mitigation

The climate mitigation potential of tropical peatlands has gained increased attention as Southeast Asian peatlands are being deforested, drained and burned at very high rates, causing globally significant carbon dioxide (CO₂) emissions to the atmosphere. We used a process-based dynamic tropical peatland model to explore peat carbon (C) dynamics of several management scenarios within the context of simulated twenty-first century climate change. Simulations of all scenarios with land use, including restoration, indicated net C losses over the twenty-first century ranging from 10 to 100 % of pre-disturbance values. Fire can be the dominant C-loss pathway, particularly in the drier climate scenario we tested. Simulated 100 years of oil palm (Elaeis guineensis) cultivation with an initial prescribed burn resulted in 2400–3000 Mg CO₂?ha^?1 total emissions. Simulated restoration following one 25-year oil palm rotation reduced total emissions to 440–1200 Mg CO₂?ha^?1, depending on climate. These results suggest that even under a very optimistic scenario of hydrological and forest restoration and the wettest climate regime, only about one third of the peat C lost to the atmosphere from 25 years of oil palm cultivation can be recovered in the following 75 years if the site is restored. Emissions from a simulated land degradation scenario were most sensitive to climate, with total emissions ranging from 230 to 10,600 Mg CO₂?ha^?1 over 100 years for the wettest and driest dry season scenarios, respectively. The large difference was driven by increased fire probability. Therefore, peat fire suppression is an effective management tool to maintain tropical peatland C stocks in the near term and should be a high priority for climate mitigation efforts. In total, we estimate emissions from current cleared peatlands and peatlands converted to oil palm in Southeast Asia to be 8.7 Gt CO₂ over 100 years with a moderate twenty-first century climate. These emissions could be minimized by effective fire suppression and hydrological restoration.     

融冰期与非融冰期水库CO2逸出昼夜变化及CO2分压影响因素研究

以位于黄土高原北洛河流域的南沟水库为研究对象，采用Li-850静态箱法，于融冰期（3月）、非融冰期（5月）对水体CO₂分压（p（CO₂））和水-气界面CO₂逸出（F（CO₂））分别进行了5 d 40次昼夜监测，同时测定了各种水体理化指标，着重对比了水体p（CO₂）在两个时期间的差异和两时期内的昼夜变化特征，系统分析了水体p（CO₂）的影响因素.结果表明：融冰期p（CO₂）（（324.8±59.4）Pa）比非融冰期（（124.9±14.1）Pa）高出近3倍，差异性显著（p<0.05），但两个时期内昼夜p（CO₂）值并无显著性差异（p>0.05）；水体p（CO₂）与水温、pH、叶绿素（Chla）、溶解氧（DO）呈显著负相关，与溶解无机碳（DIC）、溶解有机碳（DOC）呈显著正相关，水体p（CO₂）受流域碳酸盐体系和水温影响最大，相关系数分别达0.92和-0.91，光合呼吸作用的影响其次；研究区小水库F（CO₂）范围为101~1589 g·m^-2·a^-1，是大气持续碳"源"，其平均排放量与个别温带、亚热带小型水库接近，但低于热带水库.     

The Tropical Peatland Plantation-Carbon Assessment Tool: estimating CO2 emissions from tropical peat soils under plantations

Land use change on Indonesian peatlands contributes to global anthropogenic greenhouse gas (GHG) emissions. Accessible predictive tools are required to estimate likely soil carbon (C) losses and carbon dioxide (CO₂) emissions from peat soils under this land use change. Research and modelling efforts in tropical peatlands are limited, restricting the availability of data for complex soil model parameterisation and evaluation. The Tropical Peatland Plantation-Carbon Assessment Tool (TROPP-CAT) was developed to provide a user friendly tool to evaluate and predict soil C losses and CO₂ emissions from tropical peat soils. The tool requires simple input values to determine the rate of subsidence, of which the oxidising proportion results in CO₂ emissions. This paper describes the model structure and equations, and presents a number of evaluation and application runs. TROPP-CAT has been applied for both site specific and national level simulations, on existing oil palm and Acacia plantations, as well as on peat swamp forest sites to predict likely emissions from future land use change. Through an uncertainty and sensitivity analysis, literature reviews and comparison with other methods of estimating soil C losses, the paper identifies opportunities for future model development, bridging between different approaches to predicting CO₂ emissions from tropical peatlands under land use change. TROPP-CAT can be accessed online from www.redd-alert.eu in both English and Bahasa Indonesia.     

土地利用变化对喀斯特水体溶解无机碳、总氮和总磷输出的影响——以贵州普定沙湾模拟试验场为例

耦联水生光合作用的碳酸盐岩风化碳汇是全球碳循环研究的关键问题,生物碳泵效应不仅能够稳定碳酸盐风化碳汇,也有利于改善水环境,而过量输入氮、磷会导致水环境变差。土地利用变化作为全球变化重要内容之一,对流域碳氮磷的输出具有重要影响,但关于土地利用变化对喀斯特水体溶解无机碳、总氮和总磷输出影响的研究有待进一步加强。本研究以贵州普定沙湾喀斯特试验场为研究对象,以研究土地利用变化对水文、水化学、溶解无机碳汇通量、总氮通量和总磷通量的影响。结果表明,流量、径流深、土壤CO₂浓度、pCO₂、HCO^-₃浓度和电导率呈现出夏秋季节高、春冬季节低的变化特征,与pH变化相反。样地间,土壤CO₂浓度、pCO₂、HCO^-₃浓度和电导率表现为草地>灌丛地>农耕地>裸土地>裸岩地,与pH变化相反。参与岩溶作用的土壤CO₂是造成水化学变化的主要原因。溶解无机碳汇通量和总氮通量呈现出夏秋季节高、春冬季节...     

三峡库区高水位运行期典型干支流水体CO2分压及其水面通量特征

本文以三峡库区典型干支流作为研究对象,重点研究高水位运行期库湾水体及库区干流CO2分压(p CO2)的分布规律,计算CO2的扩散通量和释放总量。本研究于2013年9月至11月利用走航式观测系统对库区奉节段干支流表层水体及定点剖面水体中p CO2和相关水质参数进行了逐月观测。研究结果表明,干支流表层水体p CO2的分布和扩散通量差异显著。干流CO2扩散通量(F-CO2)9月至11月变化不大,为28.19±0.80mmol/(m2·d);支流在观测期内,扩散通量由负变正,其中朱衣河F-CO2从-6.86增至32.05mmol/(m2·d);梅溪河从-6.94增至37.85mmol/(m2·d),草堂河从-6.97增至31.05mmol/(m2·d)。由10至11月的数据推广到全年的高水位运行阶段(10月至次年1月),全库区CO2排放量可达166 450t,其中支流占30.17%。     

CO2 emissions from tropical drained peat in Sumatra,Indonesia

With the increasing use of tropical peatland for agricultural development, documentation of the rate of carbon dioxide (CO₂) emissions is becoming important for national greenhouse gas inventories. The objective of this study was to evaluate soil-surface CO₂ fluxes from drained peat under different land-use systems in Riau and Jambi Provinces, Sumatra, Indonesia. Increase of CO₂ concentration was tracked in measurement chambers using an Infrared Gas Analyzer (IRGA, LI-COR 820 model). The results showed that CO₂ flux under oil palm (Elaeis guineensis) plantations ranged from 34?±?16 and 45?±?25 Mg CO₂ ha^–1 year^–1 in two locations in Jambi province to 66?±?25 Mg CO₂ ha^–1 year^–1 for a site in Riau. For adjacent plots within 3.2 km in the Kampar Peninsula, Riau, CO₂ fluxes from an oil palm plantation, an Acacia plantation, a secondary forest and a rubber plantation were 66?±?25, 59?±?19, 61?±?25, 52?±?17 Mg ha^–1 year^–1, respectively, while on bare land sites it was between 56?±?30 and 67?±?24 Mg CO₂ ha^–1 year^–1, indicating no significant differences among the different land-use systems in the same landscape. Unexplained site variation seems to dominate over land use in influencing CO₂ flux. CO₂ fluxes varied with time of day (p?<?0.001) with the noon flux as the highest, suggesting an overestimate of the mean flux values with the absence of night-time measurements. In general, CO₂ flux increased with the depth of water table, suggesting the importance of keeping the peat as wet as possible.     

北方典型设施菜地土壤CO2排放特征

为研究我国北方典型设施菜地的土壤CO₂排放特征及其影响因素,通过原位监测手段,研究山东省寿光市农田转变为不同种植年限（6、12 a）设施菜地及设施菜地荒废12 a后土壤CO₂排放规律及影响因素.结果表明:①种植6 a设施菜地较农田具有较高的土壤CO₂排放量,可能是由于设施菜地种植过程中大量施加有机肥造成的,并且设施菜地土壤温度及含水率较高,增加了土壤蔗糖酶活性,加剧土壤CO₂排放.②当种植年限超过10 a,设施菜地施肥量减少,降低了土壤微生物可利用底物的供应.因此,种植12 a设施菜地土壤CO₂排放量降至农田水平.③种植6 a设施菜地土壤的w（DOC）（DOC表示水溶性有机碳）比农田较高.④土壤CO₂排放年内分配不均匀,表现为农田及荒废设施菜地土壤CO₂排放主要集中在5—8月,其排放量占全年的75.09%、87.02%,峰值出现在7月.种植6 a设施菜地土壤CO₂排放主要集中在5—8月和11月—翌年2月,两阶段排放量分别占全年的48.48%、42.34%,峰值分别出现在7月、12月.研究显示,农田转变为设施菜地短期（种植6 a）内可显著促进土壤CO₂排放及DOC的输出,但随着种植年限延长至12 a,土壤CO₂排放降至农田水平.      

Response of gaseous carbon emissions to low-level salinity increase in tidal marsh ecosystem of the Min River estuary, southeastern China

Although estuarine tidal marshes are important contributors to the emission of greenhouse gases into the atmosphere, the relationship between carbon dioxide(CO_2), methane(CH_4)emission, and environmental factors, with respect to estuarine marshes, has not been clarified thoroughly. This study investigated the crucial factors controlling the emission of CO_2 and CH_4from a freshwater marsh and a brackish marsh located in a subtropical estuary in southeastern China, as well as their magnitude. The duration of the study period was November 2013 to October 2014. Relevant to both the field and incubation experiments, the CO_2 and CH_4emissions from the two marshes showed pronounced seasonal variations. The CO_2 and CH_4emissions from both marshes demonstrated significant positive correlations with the air/soil temperature(p 0.01), but negative correlations with the soil electrical conductivity and the pore water/tide water Cl-and SO_4~(2-)(p 0.01). The results indicate no significant difference in the CO_2 emissions between the freshwater and brackish marshes in the subtropical estuary, whereas there was a difference in the CH_4 emissions between the two sites(p 0.01). Although future sea-level rise and saltwater intrusion could reduce the CH_4 emissions from the estuarine freshwater marshes, these factors had little effect on the CO_2 emissions with respect to an increase in salinity of less than 5‰. The findings of this study could have important implications for estimating the global warming contributions of estuarine marshes along differing salinity gradients.     

Export of dissolved carbonaceous and nitrogenous substances in rivers of the “Water Tower of Asia”

Rivers are critical links in the carbon and nitrogen cycle in aquatic,terrestrial,and atmospheric environments.Here riverine carbon and nitrogen exports in nine large rivers on the Tibetan Plateau—the"Water Tower of Asia"—were investigated in the monsoon season from 2013 to 2015.Compared with the world average,concentrations of dissolved inorganic carbon(DIC,30.7 mg/L)were high in river basins of the plateau due to extensive topographic relief and intensive water erosion.Low concentrations of dissolved organic carbon(DOC,1.16 mg/L)were likely due to the low temperature and unproductive land vegetation environments.Average concentrations of riverine DIN(0.32 mg/L)and DON(0.35 mg/L)on the Tibetan Plateau were close to the world average.However,despite its predominantly pristine environment,discharge from agricultural activities and urban areas of the plateau has raised riverine N export.In addition,DOC/DON ratio(C/N,~6.5)in rivers of the Tibetan Plateau was much lower than the global average,indicating that dissolved organic carbon in the rivers of this region might be more bioavailable.Therefore,along with global warming and anthropogenic activities,increasing export of bioavailable riverine carbon and nitrogen from rivers of the Tibetan Plateau can be expected in the future,which will possibly influence the regional carbon and nitrogen cycle.     

中国碳排放及影响因素的市域尺度分析

评估区域碳排放及其与社会经济状况的关系对于制定碳减排措施至关重要.以中国339个地级及以上城市(不含新疆部分城市和港澳台地区)为研究对象,探究了非化石能源占比、土地开发度、常住人口城镇化率、第二产业占比、人均GDP和人均建设用地面积对人均CO₂排放量的影响.通过构建模拟人均CO₂排放量的贝叶斯信念网络,识别各因素对人均CO₂排放量的全局影响;采用多尺度地理加权回归模型,分析各因素对人均CO₂排放量的局部影响.结果表明：(1)2020年,中国地级及以上城市人均CO₂排放量呈现出由南向北递增,东部沿海向内陆递减的格局.(2)从全局来看,人均CO₂排放量对各因素的敏感性从高到低依次为：人均建设用地面积>人均GDP>常住人口城镇化率>土地开发度>第二产业占比>非化石能源占比.(3)从局部来看,各因素与人均CO₂排放量的空间关系方向与全局关系一致,关系强度上存在空间异质性.(4)清洁能源、脱碳技术、土地节约集约利用...