秦皇岛近岸海域绿藻微观繁殖体的分布以及在绿潮形成中的作用

2015年以来，秦皇岛近岸海域暴发了绿潮，对北戴河旅游区的环境和生态系统造成了严重影响。绿藻微观繁殖体在绿潮的形成过程中起到重要作用，主要包括孢子、配子、幼苗和营养片段。绿藻微观繁殖体作为绿潮的“种源”，其分布规律可以反映绿潮的“藻源”位置。本研究于2016年4-9月和2017年1月对秦皇岛近岸海域绿藻微观繁殖体的调查，探究了其分布规律以及生物量变化。结果显示，绿藻微观繁殖体主要分布在近岸海域，由近岸向远岸海域逐渐降低。绿藻微观繁殖体的数量在7、8月份最高，在冬季最低。受绿潮影响严重的海域微观繁殖体数量高于其它海域。秦皇岛近岸海域的绿藻微观繁殖体为该海域绿潮的种源，其分布规律表明秦皇岛近岸海域绿潮起源于本地。     

A machine learning approach for predicting computational intensity and domain decomposition in parallel geoprocessing

ABSTRACT

High performance computing is required for fast geoprocessing of geospatial big data. Using spatial domains to represent computational intensity (CIT) and domain decomposition for parallelism are prominent strategies when designing parallel geoprocessing applications. Traditional domain decomposition is limited in evaluating the computational intensity, which often results in load imbalance and poor parallel performance. From the data science perspective, machine learning from Artificial Intelligence (AI) shows promise for better CIT evaluation. This paper proposes a machine learning approach for predicting computational intensity, followed by an optimized domain decomposition, which divides the spatial domain into balanced subdivisions based on the predicted CIT to achieve better parallel performance. The approach provides a reference framework on how various machine learning methods including feature selection and model training can be used in predicting computational intensity and optimizing parallel geoprocessing against different cases. Some comparative experiments between the approach and traditional methods were performed using the two cases, DEM generation from point clouds and spatial intersection on vector data. The results not only demonstrate the advantage of the approach, but also provide hints on how traditional GIS computation can be improved by the AI machine learning.     

大西安地区土地利用类型时空演变分析

通过多种方法分析大西安地区土地利用类型演变特征、空间变化特征及其影响因素，旨在为大西安地区土地利用优化发展提供科学基础。在GIS和RS技术的支持下，对区域1996年、2006年、2016年3期LANDSAT TM（OLI）遥感影像进行解译，采用土地利用转移矩阵和土地利用变化模型对大西安1996 年以来土地利用类型和土地覆被时空动态变化进行量化分析，结果表明：（1） 大西安近20 a来建设用地面积不断增加，耕地、林业用地面积总体减少，草地小幅增加，水域略有萎缩，各地类间相互转换频繁。（2） 土地利用综合程度较高且不断加强，土地利用结构趋于均衡。（3） 空间变化上，土地利用变化区域差异显著，建设用地、耕地、林业用地重心转移的速度呈现出先快后慢的阶段性特征。（4） 综合相关文献，大西安地区土地利用变化的驱动因素主要为政策因素。论文从时空变化角度首次提出大西安地区的土地利用演变规律，该结果可为大西安地区发展过程中的土地优化提供科学基础。     

Spatial variation of the relationship between transport accessibility and the level of economic development in Qinghai-Tibet Plateau,China

As an important component of China' transportation systems, for a long time, the insufficient performance of transport in QinghaiTibet Plateau(QTP) was a bottleneck restricting the economic growth and social development in this area. Nevertheless, the implementation of the western development strategy has accelerated the preliminary construction of comprehensive transport network since 2000. Due to the large area and significant geographical heterogeneity, there is a growing need to understand the relationship between transportation and economic development based on the perspective of spatial difference. By using GIS-based raster analysis and Geographically Weighted Regression(GWR) model, we investigated the spatial-temporal distribution of highway, railway and airport accessibility, respectively, and estimated the correlation and heterogeneity between transport accessibility and the level of economic development. Results revealed that:(1) Transport accessibility in the QTP improved by 53.38% in the past 15 years, which is specifically embodied in the improvement of both highway and railway.(2) Accessibility presented prominent differentiation in the space, increasing from west to east and reducing with the rise of elevation, specifically, the best accessibility area of the highway is below 4000 m above sea level, while the area with an altitude of over 4000 m has the lowest aviation time cost.(3) In general, the long weighted average time cost to critical transport facilities posed significantly negative effect on county economic growth in QTP, more positively, the adverse effect gradually weakened over time.(4) Obvious heterogeneity exists at the influence of different transport accessibility factors on the level of economic development, reflecting both in the horizontal space and altitudinal belt. Therefore, region-specific policies should be addressed for the sustainable development of transport facilities as well as economy in the west mountain areas.     

基于细分行业的安徽省创新型企业集聚研究

创新型企业作为塑造创新地理格局的重要力量，其区位选择的外部特征及内在机理亟须予以系统化研究。基于对安徽省创新型企业的细分行业与空间建库，采用核密度估计和地理探测器等方法，对细分行业下的创新型企业空间集聚特征及影响因素进行研究。结果表明：（1）安徽省创新型企业类型以先进制造和自动化为主，并以生物与新医药、新材料、电子信息为辅；（2）创新型企业空间集聚的不均衡特征显著，呈现出“一核一带多节点”的集聚分布特征，且合肥、芜湖是两个重要集聚区；不同细分行业视角下创新型企业的空间分布形态各异，可归纳为点-轴式、极核式、双核式及多核分散式等4种空间组织形态。（3）创新型因子对于创新型企业的空间集聚最为重要，但传统型和政策型因子的重要性仍不容忽视。其中，产业基础、人力资本、创新投入是最核心的因素，但各行业创新型企业的影响因素作用力则表现出一定的异质性。     

流星暴的航天定义

定义ZHR^*以每小时穿过1000平方公里天顶截面的，能在铝质表面打出直径不小于1厘米的弹坑的流星体数，作为流星群对航天安全威胁强度的定量标志，给出了从ZHR到ZHR^*的换算公式．用ZHR^*取代ZHR来评价20世纪90年代以来的一些强流星雨，发现1998年的贾可比尼(天龙座)流星雨对航天安全来说，是比公认的1999、2001、2002年3次狮子座流星暴强数倍的更强流星暴．     

似刺鳊鮈肌肉营养成分与品质的评价

利用常规方法对似刺鳊鮈(Paracanthobrama guichenoti Bleeker)进行了含肉率、可食率、肌肉弹性、肌肉营养成分测定并系统评价了鱼肉品质,旨在评价似刺鳊鮈的营养价值,为似刺鳊鮈的营养生理、养殖和加工研究提供基础资料.结果显示,似刺鳊鮈雄鱼的含肉率为(72.76±0.89)%,雌鱼为(68.99±0.76)%;雄鱼可食率为(78.36±0.93)%,雌鱼为(83.75±1.01)%;肌肉弹性值为(547.86±21.48)g;鲜样中粗蛋白含量为(18.10±0.17)%,粗脂肪含量为(2.32±0.13)%,水分(78.10±0.87)%,灰分(1.07±0.12)%;肌肉含有17种氨基酸,总量占鲜样的(14.91±0.31)%,其中7种人体必需氨基酸(除色氨酸外)含量占鲜样的(6.07±0.07)%,与非必需氨基酸的比值(EAA/NEAA)为68.67%,其必需氨基酸构成比例基本符合FAO/WHO的标准.必需氨基酸指数(EAAI)为73.46,支链氨基酸与芳香族氨基酸的比值(F值)为2.21,4种鲜味氨基酸占鲜样的5.73%;脂肪酸中EPA与DHA质量分数分别为2.94%,1.26%;微量元素含量丰富,钙镁含量较高;鱼肉品质系统评价结果表明,似刺鳊鮈是一种营养价值较高且有一定保健作用的鱼类.     

基于ArcGIS的二次调查地籍图形拓扑检测

为了保证二次调查地籍数据库的质量，提高地籍空间数据检查效率，在分析二次调查地籍建库规范的基础上，提出了应用ArcGIS对地籍图形进行拓扑检测，并通过实例加以阐述。     

Characteristics of Spatial and Temporal Variations of Monthly Mean Surface Air Temperature over Qinghai-Tibet Plateau

1 Introduction The Qinghai-Tibet Plateau, known as the highest plateau with the most complex topography in the world, covers an area of more than 200km2, with a mean elevation of more than 4000m a.s.l. (Ye and Gao, 1979). Surrounded by the Earth’s highest mountains, such as the Himalayas, Pamir, Kunlun Mountains, the plateau plays a significant role in climate change in China even in the world, thus attracted great attention of researchers. Up to now, many achievements have been gained by…     

Observational evidence for solar coronal decimetric radio pulsations with very short periods

Using the decimetric (700–1500 MHz) radio spectrometer and the synchronous observational system with high temporal resolution at four frequencies (1420, 2130, 2840 and 4260 MHz) of Yunnan Observatory, two rare events were observed on 2001 June 24 and 1990 July 30. The former was a small radio burst exhibiting pulsations with short periods (about 29, 40 and 100 ms) in the impulsive phase. The latter was a large radio burst, which at 2840 MHz produced radio pulsations with period of about 30 ms. This paper focuses on pulsations with very short periods in the range of 29–40 ms. The mechanism of generation of such pulsations may be modulation of radio radiation by the periodic trains of whistler packets originating in unstable regions of the corona. Alternatively, these pulsations can be attributed to wave-wave non-linear interactions of electrostatic upper hybrid waves driven by beams of precipitating electrons in flaring loops.