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241.
Soil respiration (Rs) data from 45 plots were used to estimate the spatial patterns of Rs during the peak growing seasons of winter wheat and summer maize in Julu County, North China, by combining satellite remote sensing data, field-measured data, and a support vector regression (SVR) model. The observed Rs values were well reproduced by the model at the plot scale, with a root-mean-square error (RMSE) of 0.31 μmol CO2 m−2 s−1 and a coefficient of determination (R2) of 0.73. No significant difference was detected between the prediction accuracy of the SVR model for winter wheat and summer maize. With forcing from satellite remote sensing data and gridded soil property data, we used the SVR model to predict the spatial distributions of Rs during the peak growing seasons of winter wheat and summer maize rotation croplands in Julu County. The SVR model captured the spatial variations of Rs at the county scale. The satellite-derived enhanced vegetation index was found to be the most important input used to predict Rs. Removal of this variable caused an RMSE increase from 0.31 μmol CO2 m−2 s−1 to 0.42 μmol CO2 m−2 s−1. Soil properties such as soil organic carbon (SOC) content and soil bulk density (SBD) were the second most important factors. Their removal led to an RMSE increase from 0.31 μmol CO2 m−2 s−1 to 0.37 μmol CO2 m−2 s−1. The SVR model performed better than multiple regression in predicting spatial variations of Rs in winter wheat and summer maize rotation croplands, as shown by the comparison of the R2 and RMSE values of the two algorithms. The spatial patterns of Rs are better captured using the SVR model than performing multiple regression, particularly for the relatively high and relatively low Rs values at the center and northeast study areas. Therefore, SVR shows promise for predicting spatial variations of Rs values on the basis of remotely sensed data and gridded soil property data at the county scale. 相似文献
242.
Over the past three decades, the drawdown of atmospheric CO2 in vegetation and soil has fueled net ecosystem production (NEP). Here, a global land-surface model (CABLE) is used to estimate the trend in NEP and its response to atmospheric CO2, climate change, biological nitrogen (N) fixation, and N deposition under future conditions from 2031 to 2100 in the Belt and Road region. The trend of NEP simulated by CABLE decreases from 0.015 Pg carbon (C) yr?2 under present conditions (1936–2005) to ?0.023 Pg C yr?2 under future conditions. In contrast, the trend in NEP of the CMIP6 ensemble changes from 0.014 Pg C yr?2 under present conditions to ?0.009 Pg C yr?2 under future conditions. This suggests that the trend in the C sink for the Belt and Road region will likely decline in the future. The significant difference in the NEP trend between present and future conditions is mainly caused by the difference in the impact of climate change on NEP. Considering the responses of soil respiration (RH) or net primary production (NPP) to surface air temperature, the trend in surface air temperature changes from0.01°C yr?1 under present conditions to 0.05°C yr?1 under future conditions. CABLE simulates a greater response of RH to surface temperature than that of NPP under future conditions, which causes a decreasing trend in NEP. In addition, the greater decreasing trend in NEP under future conditions indicates that the C–climate–N interaction at the regional scale should be considered. It is important to estimate the direction and magnitude of C sinks under the C neutrality target.摘要目前, 在区域尺度, NEP趋势变化的强度和影响机制还存在很大的不确定性. 针对这一问题, 我们选取了一带一路覆盖的区域为研究对象, 基于全球陆面模式 (CABLE)和第六次国际耦合模式比较计划 (CMIP6), 评估了历史和未来NEP趋势的变化, 分析了影响的机制. 从过去到未来, CABLE结果表明NEP的趋势从 0.015 Pg C yr?2 减少到 –0.023 Pg C yr?2; CMIP6结果为从0.014 Pg C yr?2转变为–0.009 Pg C yr?2. 气候变化是引起这一变化的主因. 我们的研究结果强调了碳-气候-氮相互作用的重要性, 这对碳中和目标下碳汇潜力的准确估算尤为重要. 相似文献
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245.
犬齿牙鲆幼鱼呼吸耗氧率的研究 总被引:8,自引:5,他引:8
对犬齿牙鲆幼鱼在不同环境条件下的呼吸频率、耗氧率以及窒息浮头现象进行了观测研究。结果表明:犬齿牙鲆在适宜温度范围,呼吸频率随温度的升高而加快,在适宜生长温度范围,其呼吸频率为60~100次/min。耗氧量与鱼体重正相关,二者之间的相关关系符合M=1.8469W0.8317(r=0.9116)模式。其耗氧率随温度和盐度的增加而增加,在水温20℃左右,体重108g的犬齿牙鲆24h平均耗氧率为1.6676μg/(min·g),明显低于褐牙鲆(体重69.3~151.4g)耗氧率2.68μg/(min·g)和大菱鲆(17℃体重70~110g)耗氧率3.4667μg/(min·g)的水平。其耗氧率白天为1.824μg/(min·g),夜间为1.511μg/(min·g),白天耗氧率是夜间的1 21倍,昼夜差异明显。犬齿牙鲆20℃半数死亡窒息点耗氧率为0 747mg/L,全部死亡窒息点耗氧率为0 569mg/L。 相似文献
246.
ZHOU YuMei HAN ShiJie ZHANG HaiSen XIN LiHua & ZHENG JunQiang Institute of Applied Ecology Chinese Academy of Sciences Shenyang China Shenyang Agricultural University Shenyang China 《中国科学D辑(英文版)》2007,(4)
The long-term effect of elevated CO2 concentrations on needle dark respiration of two coniferous spe- cies—Pinus koraiensis and Pinus sylvestriformis on the Changbai Mountain was investigated using open-top chambers. P. koraiensis and P. sylvestriformis were exposed to 700, 500 μmol·mol-1 CO2 and ambient CO2 (approx. 350 μmol·mol-1) for four growing seasons. Needle dark respiration was meas- ured during the second, third and fourth growing seasons’ exposure to elevated CO2. The results showed that needle dark respiration rate increased for P. koraiensis and P. sylvestriformis grown at elevated CO2 concentrations during the second growing season, could be attributed to the change of carbohydrate and/or nitrogen content of needles. Needle dark respiration of P. koraiensis was stimu- lated and that of P. sylvestriformis was inhibited by elevated CO2 concentrations during the third growing season. Different response of the two tree species to elevated CO2 mainly resulted from the difference in the growth rate. Elevated CO2 concentrations inhibited needle dark respiration of both P. koraiensis and P. sylvestriformis during the fourth growing season. There was consistent trend be- tween the short-term effect and the long-term effect of elevated CO2 on needle dark respiration in P. sylvestriformis during the third growing season by changing measurement CO2 concentrations. How- ever, the short-term effect was different from the long-term effect for P. koraiensis. Response of dark respiration of P. koraiensis and P. sylvestriformis to elevated CO2 concentrations was related to the treatment time of CO2 and the stage of growth and development of plant. The change of dark respiration for the two tree species was determined by the direct effect of CO2 and long-term acclimation. The prediction of the long-term response of needle dark respiration to elevated CO2 concentration based on the short-term response is in dispute. 相似文献
247.
The long-term effect of elevated CO2 concentrations on needle dark respiration of two coniferous species-Pinus koraiensis and Pinus sylvestriformis on the Changbai Mountain was investigated using open-top chambers. P. Koraiensis and P. Sylvestriformis were exposed to 700,500μmol·mol-1 CO2 and ambient CO2(approx.350 μmol·mol-1)for four growing seasons. Needle dark respiration was measurd during the second, third and fourth growing seasons' exposure to elevated CO2.The results showed that needle dark respiration rate increased for P. Koraiensis and P. Sylvestriformis grown at elevated CO2 concentrations during the second growing season, could be attributed to the change of carbohydrate and/or nitrogen content of needles. Needle dark respiration of P. Koraiensis was stimulated and that of P. Sylvestriformis was inhibited by elevated CO2 concentrations during the third growing season. Different response of the two tree species to elevated CO2 mainly resulted from the difference in the growth rate. Elevated CO2 concentrations inhibited needle dark respiration of both P. Koraiensis and P. Sylvestriformis during the fourth growing season. There was consistent trend between the short-term effect and the long-term effect of elevated CO2 on needle dark respiration in P. Sylvestriformis during the third growing season by changing measurement CO2 concentrations. However, the short-term effect was different from the long-term effect for P. Koraiensis. Response of dark respiration of P. Koraiensis and P. Sylvestriformis to elevated CO2 concentrations was related to the treatment time of CO2 and the stage of growth and development of plant. The change of dark respiration for the two tree species was determined by the direct effect of CO2 and long-term acclimation. The prediction of the long-term response of needle dark respiration to elevated CO2 concentration based on the short-term response is in dispute. 相似文献
248.
T. J. Griffis J. Zhang J. M. Baker N. Kljun K. Billmark 《Boundary-Layer Meteorology》2007,123(2):295-316
In recent years considerable effort has been focused on combining micrometeorological and stable isotope techniques to partition
net fluxes and to study biosphere–atmosphere exchange processes. While much progress has been achieved over the last decade,
some new issues are beginning to emerge as technological advances, such as laser spectroscopy, permit isotopic fluxes to be
measured more easily and continuously in the field. Traditional investigations have quantified the isotopic composition of
biosphere-atmosphere exchange by using the Keeling two-member mixing model (the classic Keeling plot). An alternative method,
based on a new capacity to measure isotopic mixing ratios, is to determine the isotope composition of biosphere–atmosphere
exchange from the ratio of flux measurements. The objective of this study was to critically evaluate these methods for quantifying
the isotopic composition of ecosystem respiration (δR) over a period of three growing seasons (2003–2005) within a heterogeneous landscape consisting of C3 and C4 species. For C4 canopies, the mixing model approach produced δR values that were 4–6‰ lower (isotopically lighter) than the flux-gradient method. The analyses presented here strongly suggest
that differences between flux and concentration footprint functions are the main factor influencing the inequality between
the mixing model and flux-gradient approaches. A mixing model approach, which is based on the concentration footprint, can
have a source area influence more than 20-fold greater than the flux footprint. These results highlight the fact that isotopic
flux partitioning is susceptible to problems arising from combining signals (concentration and fluxes) that represent very
different spatial scales (footprint). This problem is likely to be most pronounced within heterogeneous terrain. However,
even under ideal conditions, the mismatch between concentration and flux footprints could have a detrimental impact on isotopic
flux partitioning where very small differences in isotopic signals must be resolved. 相似文献
249.
首先对国内外土壤异养呼吸Q10的研究成果进行了全面的综合述评.影响土壤异养呼吸Q10的因子主要包括环境因子(主要是温度和湿度)、呼吸底物和土壤生物等.较多的研究表明土壤异养呼吸的Q10在低温时较高,高温时较低,但Q10也可随温度升高而增加,或随温度变化而保持稳定;通常土壤异养呼吸的Q10与土壤水分成正相关,但极端水分条件下(干旱胁迫或渍水)Q10较低;有限的研究表明呼吸底物和土壤生物对土壤异养呼吸Q10的影响还具有很大的不确定性;调控土壤异养呼吸Q10的机理目前还不清楚.然后从温度、水分、呼吸底物、土壤微生物对土壤异养呼吸Q10的影响等方面对影响土壤异养呼吸温度敏感性的原因进行了深入的探讨,并提出未来应重点开展的研究:⑴加强不同尺度土壤异养呼吸Q10的影响因子及调控机理研究;⑵扩大土壤异养呼吸Q10的野外研究;⑶扩大热带、亚热带土壤异养呼吸Q10的研究;⑷深入探讨呼吸底物有效性和土壤生物对土壤异养呼吸Q10的影响;⑸加强其他因子对土壤异养呼吸Q10影响的研究. 相似文献
250.
1 INTRODUCTION While wastewater discharge regulations have significantly reduced water column pollution, historical and accidental releases of organic pollutants and heavy metals continue to pose an ecological threat as these contaminants have become 搃n-place?sediment pollutants. It had been previously assumed that natural attenuation processes, such as burial or biodegradation, would decrease the contamination levels in surface sediments and, thus, diminish the environmental impact of t… 相似文献