A density-based approach for detecting network-constrained clusters in spatial point events

Existing spatial clustering methods primarily focus on points distributed in planar space. However, occurrence locations and background processes of most human mobility events within cities are constrained by the road network space. Here we describe a density-based clustering approach for objectively detecting clusters in network-constrained point events. First, the network-constrained Delaunay triangulation is constructed to facilitate the measurement of network distances between points. Then, a combination of network kernel density estimation and potential entropy is executed to determine the optimal neighbourhood size. Furthermore, all network-constrained events are tested under a null hypothesis to statistically identify core points with significantly high densities. Finally, spatial clusters can be formed by expanding from the identified core points. Experimental comparisons performed on the origin and destination points of taxis in Beijing demonstrate that the proposed method can ascertain network-constrained clusters precisely and significantly. The resulting time-dependent patterns of clusters will be informative for taxi route selections in the future.     

国家地缘脆弱性探索——缅甸案例及对中国地缘战略启示

当今国际地缘政治经济格局正处于剧烈变动中,并对缅甸地缘环境的复杂性及地缘脆弱性产生深刻影响。缅甸所在的大湄公河次区域日益成为世界重要地缘政治力量博弈前沿和焦点。系统研究缅甸国家地缘脆弱性,对于中国西部大开发、“一带一路”及周边地缘环境建设具有重要战略意义。本文基于地缘政治及人地关系地域系统等学科理论,规范分析与实证分析相结合,从暴露性、敏感性和适应性等方面构建了国家地缘脆弱性研究框架,系统探索了缅甸典型的国家地缘脆弱性特征。资源环境禀赋、内部地域结构等引致的经济政治体系、社会文化传承等方面是缅甸脆弱性的本底特征,而缅甸与中国的地缘关系及决策则从根本上影响其地缘战略位态。缅甸地缘政治脆弱性及其与中国的相互依赖使之成为西方“U型封堵大陆战略”的薄弱点和今后角逐的着力点,也是中国解围破局重要的地缘战略出口。近期中国应通过“一带一路”孟中印缅经济走廊建设,大力加强中缅之间政治、经济、文化等各方面友好关系。     

Study on biogenic amines in various dry salted fish consumed in China

This study was carried out to investigate the biogenic amines（BAs）, physicochemical property and microorganisms in dry salted fish, a traditional aquatic food consumed in China. Forty three samples of dry salted fish were gathered from retail and wholesale markets and manufacturers, which had been produced in various regions in China. Cadaverine（CAD） and putrescine（PUT） were quantitatively the most common biogenic amines. About 14% of the samples exceeded the histamine content standards established by the FDA and/or EU. The highest histamine content was found in Silver pomfret（Pampus argenteus）(347.79 mg kg^-1). Five of forty three samples exceeded the acceptable content of TYR(100 mg kg^-1), and 23.26% of dried-salted fish contained high contents of biogenic amines(above 600 mg kg^-1). In addition, species, regions, pickling processes and drying methods made the physicochemical property, microorganisms and biogenic amines in dry salted fish to be different to some extents. The total plate count（TPC） was much higher than that of total halophilic bacteria in all samples. The biogenic amines, physicochemical property and microbiological counts exhibited large variations among samples. Furthermore, no significant correlation between biogenic amines and physicochemical property and TPC was observed. This study indicated that dry salted fish may still present healthy risk for BAs, depending on the processing methods, storage conditions among others.     

Characterizing groundwater/surface-water interactions in the interior of Jianghan Plain,central China

Hydrogeology Journal - Quantifying groundwater/surface-water interactions is essential for managing water resources and revealing contaminant fate. There has been little concern on the exchange...     

区域可持续发展能力的能值与(火用)耦合分析模型构建

可持续发展能力评价方法是识别人地协同规律、支撑科学决策的重要工具和热点需求。通过文献回顾与理论分析框架构建,耦合能值及?方法,提出自组织能力指数（SO）、生态压力指数（EP）、可持续发展能力指数（SC）构成的,基于热力学理论的可持续发展能力分析模型,利用文献荟萃法筛选17个典型发达国家1985年状态值计算SO与EP阈值,划分了4个阶段。利用中美两国1985-2015年特征对比验证,结果显示：① 2005年以前中国属“低自组织能力、低生态压力”阶段,之后进入“低自组织能力、高生态压力”阶段,存在低生态效率、规模扩张驱动特征;美国一直属“高自组织能力、高生态压力”阶段,存在高生态效率驱动、经济与生态脱钩特征,与全球生态足迹网络和世界自然基金会等的研究结果一致,模型具有较好适应性和可靠性。② 模型利用“获得?量/输入能值量”表达经济社会生态效率、“经济社会?损耗量/生态系统年产?量”表达生态压力,连接了经济社会对生态基底的熵化路径,可识别区域所处可持续发展阶段、分析水平变化和驱动因素。③ 模型以人类与生态并重的视角,从深度上反映经济社会的生态效率、从广度上评价生态空间被占用比例,具有宏观规模与微观效率分析相结合的优势,是对经典方法的补充。     

Spatiotemporal characteristics of Qinghai Lake ice phenology between 2000 and 2016

Journal of Geographical Sciences - Lake ice phenology is considered a sensitive indicator of regional climate change. We utilized time series information of this kind extracted from a series of...     

The spatial local accuracy of land cover datasets over the Qiangtang Plateau,High Asia

We analyzed the spatial local accuracy of land cover (LC) datasets for the Qiangtang Plateau, High Asia, incorporating 923 field sampling points and seven LC compilations including the International Geosphere Biosphere Programme Data and Information System (IGBPDIS), Global Land cover mapping at 30 m resolution (GlobeLand30), MODIS Land Cover Type product (MCD12Q1), Climate Change Initiative Land Cover (CCI-LC), Global Land Cover 2000 (GLC2000), University of Maryland (UMD), and GlobCover 2009 (Glob-Cover). We initially compared resultant similarities and differences in both area and spatial patterns and analyzed inherent relationships with data sources. We then applied a geographically weighted regression (GWR) approach to predict local accuracy variation. The results of this study reveal that distinct differences, even inverse time series trends, in LC data between CCI-LC and MCD12Q1 were present between 2001 and 2015, with the exception of category areal discordance between the seven datasets. We also show a series of evident discrepancies amongst the LC datasets sampled here in terms of spatial patterns, that is, high spatial congruence is mainly seen in the homogeneous southeastern region of the study area while a low degree of spatial congruence is widely distributed across heterogeneous northwestern and northeastern regions. The overall combined spatial accuracy of the seven LC datasets considered here is less than 70%, and the GlobeLand30 and CCI-LC datasets exhibit higher local accuracy than their counterparts, yielding maximum overall accuracy (OA) values of 77.39% and 61.43%, respectively. Finally, 5.63% of this area is characterized by both high assessment and accuracy (HH) values, mainly located in central and eastern regions of the Qiangtang Plateau, while most low accuracy regions are found in northern, northeastern, and western regions.

     

4种微生态制剂对对虾育苗水体主要水质指标的影响

研究了由球形红假单胞菌(Rhodopseudomlonas sphaeroides)、噬菌蛭弧菌(Bdellovibrio bacteriovorus)及黏红酵母(Rhodotorula glutinis)制成的4种微生态制剂对中国对虾(Fenneropenaeus chinensis)育苗水质的影响.结果表明,试验组与对照组相比都能明显净化水质,试验组中以添加噬菌蛭弧菌和黏红酵母组的效果最差,添加球形红假单胞茵和噬茵蛭弧茵组的效果最好,此组水质的pH值稳定,NH4+-N明显下降,而亚硝酸盐、化学需氧量及硫化物等指标也优于其他试验组.统计分析显示,试验组与对照组相比,细菌数降低了3个数量级,添加嗜菌蛭弧菌试验组在减少异养茵(包含有害细菌)方面效果较好.同时用鳗弧菌攻毒,在5 d内,对照组的死亡率显著高于试验组(P<0.05),试验组免疫保护率为29.4%～58.5%,以添加嗜菌蛭弧菌和球形红假单胞菌组最高.建议联合使用噬菌蛭孤菌和球形红假单胞菌,混合密度初步定为2×105个/mL.     

Cloning and sequence analysis of a full-length cDNA of <Emphasis Type="Italic">SmPP1cb</Emphasis> encoding turbot protein phosphatase 1 beta catalytic subunit

Reversible protein phosphorylation, catalyzed by protein kinases and phosphatases, is an important and versatile mechanism by which eukaryotic cells regulate almost all the signaling processes. Protein phosphatase 1 （PP1） is the first and well-characterized member of the protein serine/threonine phosphatase family. In the present study, a full-length cDNA encoding the beta isoform of the catalytic subunit of protein phosphatase l（PPlcb）, was for the first time isolated and sequenced from the skin tissue of flatfish turbot Scophthalmus maximus, designated SmPPlcb, by the rapid amplification of cDNA ends （RACE） technique. The cDNA sequence of SmPPlcb we obtained contains a 984 bp open reading frame （ORF）, flanked by a complete 39 bp 5＇ untranslated region and 462 bp 3＇ untranslated region. The ORF encodes a putative 327 amino acid protein, and the N-terminal section of this protein is highly acidic, Met-Ala-Glu-Gly-Glu-Leu-Asp-Val-Asp, a common feature for PP1 catalytic subunit but absent in protein phosphatase 2B （PP2B）. And its calculated molecular mass is 37 193 Da and pI 5.8. Sequence analysis indicated that, SmPPlcb is extremely conserved in both amino acid and nucleotide acid levels compared with the PPlcb of other vertebrates and invertebrates, and its Kozak motif contained in the 5＇UTR around ATG start codon is GXXAXXGXXATGG, which is different from mammalian in two positions A6 and G3, indicating the possibility of different initiation of translation in turbot, and also the 3＇UTR of SmPPlcb is highly diverse in the sequence similarity and length compared with other animals, especially zebraf＇lsh. The cloning and sequencing of SmPPlcb gene lays a good foundation for the future work on the biological functions of PP1 in the flatfish turbot.     

Water source partitioning among trees growing on carbonate rock in a subtropical region of Guangxi, China

It is not clear how the water sources are used by trees in typical karst areas of Guangxi, China. Trees growing on rigid carbonate rock can primarily use spring water, precipitation-recharged soil water or a mixture of the two. In this study, the Nongla karst dynamic monitoring station in the southwest of Guangxi, China, was observed. To determine the water sources accessed by trees growing on rigid carbonate rock, seasonal change of isotope ratios (δ¹⁸O and δ D) in twig sap, soil water, rainfall and spring water were measured. Stem water samples plotted to the right of the meteoric water line indicates utilization of water sources subject to evaporative isotopic enrichment. Trees growing on rigid carbonate rock in the southwest of China used rainfall directly in the rainy season. Adult trees tended to use deeper water stored in the epikarst zone, while the young ones used soil water when precipitation decreased. In the dry season, all trees sampled depend mostly on water stored in the epikarst zone. Spring water was the major water source for all of the tree species investigated in the dry season. In conclusion, these data indicate that trees growing on rigid carbonate rock in southwest China depend mostly on water stored in the epikarst zone. Therefore, water storage in the epikarst zone is the essential water source for trees growing on carbonate rock in southwest China.