电感耦合等离子体质谱-X射线衍射法研究云南玉溪和美国内华达地区黏土型锂资源矿物学特征

中国云南玉溪和美国内华达均已发现大量黏土型锂资源,目前关于两地区样品矿物学特征的研究相对不足,而对黏土型锂资源进行充分的矿物学特征研究是锂提取工作开展的重要前提.本文采用X射线荧光光谱、电感耦合等离子体质谱、X射线粉晶衍射、扫描电镜等分析技术,从化学组成、矿物组成、微观形貌等角度对云南玉溪的两个黏土型锂资源样品(YM-...     

Predicting Surface Urban Heat Island in Meihekou City,China: A Combination Method of Monte Carlo and Random Forest

Given the rapid urbanization worldwide, Urban Heat Island(UHI) effect has been a severe issue limiting urban sustainability in both large and small cities. In order to study the spatial pattern of Surface urban heat island(SUHI) in China's Meihekou City, a combination method of Monte Carlo and Random Forest Regression(MC-RFR) is developed to construct the relationship between landscape pattern indices and Land Surface Temperature(LST). In this method, Monte Carlo acceptance-rejection sampling was added to the bootstrap layer of RFR to ensure the sensitivity of RFR to outliners of SUHI effect. The SHUI in 2030 was predicted by using this MC-RFR and the modeled future landscape pattern by Cellular Automata and Markov combination model(CA-Markov). Results reveal that forestland can greatly alleviate the impact of SUHI effect, while reasonable construction of urban land can also slow down the rising trend of SUHI. MC-RFR performs better for characterizing the relationship between landscape pattern and LST than single RFR or Linear Regression model. By 2030, the overall SUHI effect of Meihekou will be greatly enhanced, and the center of urban development will gradually shift to the central and western regions of the city. We suggest that urban designer and managers should concentrate vegetation and disperse built-up land to weaken the SUHI in the construction of new urban areas for its sustainability.     

西藏日土-改则6.1级地震前的OLR值异常变化

应用了美国国家环境监测中心的NOAA卫星长波辐射(OLR)月际资料。用月距平、涡度计算等处理方法,对2007年5月5日西藏日土—改则MS6.1地震前后的OLR资料进行分析,结果发现在震前的2个月,震中附近地区出现明显的高值辐射变化,其高值中心位于阿尔金断裂和西昆仑地震带的交汇部位,异常形态呈孤立的"V"字形,分析认为这种现象可能与地震前的热动力状态有关。     

基于卷积神经网络的逐时降水预报订正方法研究

应用2017—2018年5—9月福建省观测资料对华南区域中尺度模式(GTRAMS-3 km-RUC)预报进行站点检验,建立和训练基于卷积神经网络的逐时降水分级订正模型,并与频率匹配法进行2017—2018年测试集的对比试验和2019年数据集的模拟业务检验,探讨了试验过程中遇到的样本不均衡、特征变量选取以及模型过拟合问题。结果表明:模式对于15 mm·h-1以上降水的预报能力弱,各订正方法对原始预报均有不同程度的改进作用。从评估指标来看,基于卷积神经网络的订正方法比频率匹配法表现出优势,其中相关系数判别方案下的网络模型对强降水预报的订正效果显著优于其他方法;在输入特征变量选取方面,应用主成分分析方案的模型训练收敛速度比相关系数判别方案更快,最佳训练期有所提前,但也更早进入严重的过拟合状态,而相关系数判别方案能够使网络模型的训练拥有更长的提升期以达到更具“潜力”的状态;基于卷积神经网络的订正方法对减少分类降水预报的漏报率、晴雨和弱降水预报的空报率具有显著作用,其优化程度明显超过频率匹配法。     

滦河流域碳、水循环和能量平衡遥感综合试验总体设计

始于20世纪80年代的系列大型遥感试验开始系统研究地表物质和能量交换过程,对遥感与地球系统科学研究的结合起到重要作用,但是尚无综合利用多源遥感数据解决碳、水、能量循环问题的有效方案.遥感科学国家重点实验室于滦河上游地区组织开展基础性、多学科、多尺度的"碳、水循环和能量平衡遥感综合试验".本次试验面向地球系统科学对遥感观...     

无实测资料河流逐月水量估算方法适用性研究

无实测资料河流逐月水量估算是最严格水资源管理制度考核的重要支撑。基于流域水文相似性原理和水量平衡原理,选用径流模数法、径流系数法、区域水量平衡法,研究提出其逐月水量估算适用范围和估算成果合理性分析标准。以现有水文站为假设断面,采用参证水文站资料进行假设断面水量估算,对三种方法的适用范围和估算成果合理性分析标准进行验证。结果表明,径流模数法适用于集水面积相差不超过20%情形和考虑区间蓄泄水变量情况的集水面积相差在20%至1倍之间情形;径流系数法适用于集水面积相差在20%至1.5倍之间且估算时段有洪水过程情形;区间水量平衡法适用于上下游参证水文站面积比在3倍以内情形;“两种方法相对偏差小于18%”的估算成果合理性分析标准可行。     

Expression of the Phycoerythrin Gene of Gracilaria lemaneiformis (Rhodophyta) in E. coli and Evaluation of the Bioactivity of Recombinant PE

Phycoerythrin (PE) is one of the most important proteins involved in light capturing during photosynthesis in red algae. Its potential biological activities had gained wide concerns. In the present study, tumor cytotoxic and hydroxyl radical assay were preformed to detect the bioactivity of recombinant PE. Recombinant plasmids pGEX-PE and pBGL were transformed into E.coli BL21 to make two recombinant strains BEX (pGEX-PE) and BGL (pBGL). PE expressing in BEX (pGEX-PE) was validated by SDS-PAGE and Western blotting analysis. SDS-PAGE analysis indicated that the PE-GST fusion protein was mostly inclusion bod- ies. Specific expression of PE was confirmed by Western blotting analysis. The recombinant E. coli BEX (pGEX-PE) cells were col- lected and sonicated. The supernatants were reserved for the tumor cytotoxic experiments. The result of tumor cytotoxic assay indi- cated that the supernatants containing PE had the activity of inhibiting the growth of Hela cells and with the increase of protein con- centration, the inhibiting rate increased from 37.31% to 63.26%, which showed significant difference from the control. Hydroxyl radical scavenging effect was tested with supernatants of BEX (pGEX-PE) and BGL (pBGL) cell lysates treated with sonication and heating. For the sonication samples, the scavenging rates of the supernatants of BEX (pGEX-PE) and BGL (pBGL) cell lysates were significantly higher than the negative control BL21(pGEX-4T) (P<0.02), and the scavenging rates increased slowly following the increase of the protein content. For the heating samples, except for the 0.2 mg mL-1 BGL (pBGL) products, the scavenging effects of the supernatants of BEX (pGEX-PE) and BGL (pBGL) cell lysates were stronger than that of negative control BL21(pGEX-4T). However, the effect intensity was not positively correlated with the increase of the protein concentration. Though a partially de- creased hydroxyl radical scavenging activity was led by heating, the biological activity was still retained and conspicuous. This re- search showed that phycoerythrin protein expressing in E. coli has the potential medical and sanitarian value.     

我国海洋卫星数据应用发展现状与思考

海洋科学是一门依赖于观测的学科, 而卫星是海洋研究的重要观测平台之一, 海洋卫星数据在海洋科学研究中具有重要的意义。21世纪初以来, 我国陆续发射了多颗专门用于海洋观测的卫星, 初步拥有自主海洋卫星全球观测网络。本文针对国内外海洋卫星资源基本情况, 总结了我国海洋卫星数据应用发展现状, 特别是海洋卫星数据接收、处理、管理、应用等方面的情况, 并分析、探讨了我国海洋科学研究对卫星数据的需求, 以及我国海洋卫星数据科学应用存在的问题和发展策略。     

新疆前兆群体异常与中强以上地震的短期预测研究

前兆群体异常是强震前较普遍存在的现象,利用定义的“前兆综合异常比b(t)”,对新疆不同地区、不同档地震前的群体异常特征进行了研究。在当前的观测条件下,无震时段综合异常比约为0.10~0.20,地震前4~9个月异常比值增大。在异常记录完整条件下,可能出现2次峰值,反映前兆异常发展中的成组特征,峰值异常比为0.50~0.70,震前0.5个月前后降到0.30,可能是地震发生的短临信号。7级地震前远场短临异常显著,在缺少近场资料时,强震多发生在群体异常的峰值前后。该方法较客观地描述前兆异常的发展过程,对强地震的短临跟踪具有一定的意义。