BP神经网络辅助的GNSS反射信号土壤湿度反演

针对如何快速准确地估算区域尺度上的土壤湿度问题,该文首先从高质量GPS接收机接收的信噪比观测值中,提取L2C反射信号的振幅和相位作为输入,并采用Noah陆面模型计算土壤湿度值作为期望值,构建基于BP神经网络算法的GNSS卫星反射信号土壤湿度反演模型。实验结果表明:基于BP神经网络算法的GNSS卫星反射信号土壤湿度反演方法获取的土壤湿度结果与土壤湿度参考值误差较小,线性回归的决定系数R2为0.909 1,均方根误差为0.028 7;进一步与线性回归统计模型比较发现,利用BP神经网络模型定量估测土壤湿度明显优于线性回归统计模型,证明了该方法的可靠性。     

吉林放牛沟硫铁多金属矿床矿物地球化学及矿床成因

本文总结了黄铁矿、闪锌矿的成因地球化学标志;阐明了黄铁矿中元素在空间上的分带规律和在成矿过程中时间上的演化规律;建立了反映上述分带规律的回归方程组;论证了本矿床矿石中黄铁矿与磁黄铁矿间、矿石矿物与花岗岩副矿物磁铁矿间的成因联系;类比了国内外铅锌矿床上述矿物的地球化学特征。由此得出结论:放牛沟硫铁多金属矿床系岩浆热液成因,其成矿物质主要来自后庙岭花岗岩深部岩浆源。铅锌矿主要在中温条件下形成,接触带矿体与外接触带矿体属同一成矿系列。放牛沟矿床与后庙岭花岗岩系同一岩浆—热液系统的产物。     

Origin of dolomitic rocks in the lower Permian Fengcheng formation,Junggar Basin,China: evidence from petrology and geochemistry

Mineralogy and Petrology - Although dolomitization of calcite minerals and carbonatization of volcanic rocks have been studied widely, the extensive dolomitic rocks that originated from altered...     

基于北斗导航系统的我国地基增强格网模型研究

基于全国均匀分布的210个北斗地基增强基准站观测数据,提出基于非差非组合精密单点方法获取空间相关的延迟误差及残差,研究利用反距离加权法、克里金插值法以及球谐函数法建立了中国区域的三种地基增强格网模型。使用单频伪距单点定位方法对中国区域的北斗地基增强格网模型定位精度进行了评估,验证结果表明本文建立的格网模型的定位精度达到米级,可满足大众用户的需求。     

Biological reduction of chlorinated solvents: Batch-scale geochemical modeling

Simulation of biodegradation of chlorinated solvents in dense non-aqueous phase liquid (DNAPL) source zones requires a model that accounts for the complexity of processes involved and that is consistent with available laboratory studies. This paper describes such a comprehensive modeling framework that includes microbially mediated degradation processes, microbial population growth and decay, geochemical reactions, as well as interphase mass transfer processes such as DNAPL dissolution, gas formation and mineral precipitation/dissolution. All these processes can be in equilibrium or kinetically controlled. A batch modeling example was presented where the degradation of trichloroethene (TCE) and its byproducts and concomitant reactions (e.g., electron donor fermentation, sulfate reduction, pH buffering by calcite dissolution) were simulated. Local and global sensitivity analysis techniques were applied to delineate the dominant model parameters and processes. Sensitivity analysis indicated that accurate values for parameters related to dichloroethene (DCE) and vinyl chloride (VC) degradation (i.e., DCE and VC maximum utilization rates, yield due to DCE utilization, decay rate for DCE/VC dechlorinators) are important for prediction of the overall dechlorination time. These parameters influence the maximum growth rate of the DCE and VC dechlorinating microorganisms and, thus, the time required for a small initial population to reach a sufficient concentration to significantly affect the overall rate of dechlorination. Self-inhibition of chlorinated ethenes at high concentrations and natural buffering provided by the sediment were also shown to significantly influence the dechlorination time. Furthermore, the analysis indicated that the rates of the competing, nonchlorinated electron-accepting processes relative to the dechlorination kinetics also affect the overall dechlorination time. Results demonstrated that the model developed is a flexible research tool that is able to provide valuable insight into the fundamental processes and their complex interactions during bioremediation of chlorinated ethenes in DNAPL source zones.     

基于主体功能区的土地利用分区研究——以环鄱阳湖区为例

在主体功能分区基础上,对环鄱阳湖区进行土地利用分区,以实现空间有序发展和土地利用的差异化管理,为区域可持续发展提供土地保障.根据环鄱阳湖区主体功能分区图、土地利用现状图、土地适宜性评价结果图,在ArcGIS9.2中进行叠置分析和空间聚类分析,通过制定基于主体功能区的土地利用分区属性赋值规则,得到环鄱阳湖区土地利用分区图.在土地利用政策层面协调主体功能分区和土地利用分区的基础上,将环鄱阳湖区划为农业用地区、生态林用地区、城镇及工业用地区和湿地保护区,并提出了相应的土地用途管制措施.     

两次飞机增雨作业过程数值模拟分析

利用国家气象中心GRAPES业务模式耦合混合相双参数云微物理方案,对2010年12月15日的两次飞机人工增雨作业过程进行了催化数值模拟分析。分析得出:GRAPES模式基本能给出正确的中低层天气形势场和降水的动力结构,较大降水的落区和范围基本可信,降水强度较实况偏小;按照作业实况进行催化模拟具有一定的可信度,与实况降水在较强降水区域有较好的对应性;两次播撒都取得了增加降雨量的效果,24 h平均增雨量在3~5 mm,最大增雨量达7 mm,两次播撒后增雨作业区的累计降水总量较未播撒时增加约一倍;播撒有效时段在4 h内,播撒后1~2 h雨量增加最大,增雨区域初期与播撒区域一致,随时间延长而在播撒区附近扩散;第一次播撒时,播撒冰晶消耗液态水,转化成固态水,水汽流入速度加快,向液态水转化加快,液态水迅速恢复,未出现减雨现象;第二次播撒时,云中固态水争食水汽增长,液态水得不到补充,云中上升运动减弱,自然降水阶段出现减雨现象。     

Relative humidity history on the Batang–Litang Plateau of western China since 1755 reconstructed from tree-ring δ18O and δD

We measured the annual variation in the stable isotopes of oxygen (δ¹⁸O) and hydrogen (δD) in tree rings of Abies georgei on the Batang–Litang Plateau of western China. Although correlations between tree-ring δ¹⁸O and δD are relatively weak in semi-arid regions, we found a strong correlation between the δ¹⁸O and δD time series from 1755 to 2009 under the wetter environment. Tree-ring δ¹⁸O and δD time series are both significantly and negatively correlated with moisture conditions from June to August, including relative humidity and total precipitation, respectively, from 1960 to 2009. Considering the difference in low-frequency domain between the two isotopes, the relative humidity histories from June to August, reconstructed separately from the tree-ring δ¹⁸O and δD data with instrumental climate data, reveal a persistent drying trend since 1850s, especially since the early 1970s. There is an obvious offset of reconstructed relative humidity from tree-ring δ¹⁸O and δD in the period 1755–1820, despite the strong similarity in their 21-year moving averages. The decreased relative humidity since the 1850s may be associated with the thermal contrast between the sea surface temperature of the Indian Ocean and the Qinghai-Tibetan Plateau, which determines the strength of moisture transfer via the Indian summer monsoon.     

Recent progress and future directions of ChinaFLUX

The eddy covariance technique has emerged as an important tool to directly measure carbon dioxide, water vapor and heat fluxes between the terrestrial ecosystem and the atmosphere after a long history of fundamental research and technological developments. With the realization of regional networks of flux measurements in North American, European, Asia, Brazil, Australia and Africa, a global-scale network of micrometeorological flux measurement (FLUXNET) was established in 1998. FLUXNET has made great progresses in investigating the environmental mechanisms controlling carbon and water cycles, quantifying spatial-temporal patterns of carbon budget and seeking the “missing carbon sink” in global terrestrial ecosystems in the past ten years. The global-scale flux measurement also built a platform for international communication in the fields of resource, ecology and environment sciences. With the continuous development of flux research, FLUXNET will introduce and explore new techniques to extend the application fields of flux measurement and to answer questions in the fields of bio-geography, eco-hydrology, meteorology, climate change, remote sensing and modeling with eddy covariance flux data. As an important part of FLUXNET, ChinaFLUX has made significant progresses in the past three years on the methodology and technique of eddy covariance flux measurement, on the responses of CO₂ and H₂O exchange between the terrestrial ecosystem and the atmosphere to environmental change, and on flux modeling development. Results showed that the major forests on the North-South Transect of Eastern China (NSTEC) were all carbon sinks during 2003 to 2005, and the alpine meadows on the Tibet Plateau were also small carbon sinks. However, the reserved natural grassland, Leymus chinensis steppe in Inner Mongolia, was a carbon source. On a regional scale, temperature and precipitation are the primary climatic factors that determined the carbon balance in major terrestrial ecosystems in China. Finally, the current research emphasis and future directions of ChinaFLUX were presented. By combining flux network and terrestrial transect, ChinaFLUX will develop integrated research with multi-scale, multi-process, multi-subject observations, placing emphasis on the mechanism and coupling relationships between water, carbon and nitrogen cycles in terrestrial ecosystems.