改进分数阶达尔文粒子群的多Renyi熵图像分割算法

针对智能优化图像分割算法易陷入局部最优、分割精度不高等问题,本文融合改进的分数阶达尔文粒子群算法和二维Renyi熵多阈值,提出了一种新的多阈值遥感图像分割算法。算法利用粒子自身进化信息来定义进化因子,结合进化因子并利用高斯图函数调整分数阶次a系数以实现精确计算和快速收敛;根据局部最优概率因子对局部最优位置进行Levy飞行随机扰动以提高算法跳出局部最优的能力;同时将二维Renyi熵单阈值扩展到多阈值分割上,并结合改进的分数阶达尔文粒子群算法,将二维Renyi熵多阈值应用于遥感图像分割中仿真结果表明,与其他2种智能优化分割算法相比,本文分割算法在细节处理和分割精度上均有明显优势,在PRI上至少提升7.27%、VOI至少降低6.5%、GCE至少降低10.4%.     

Application and comparison of two symptom-based eutrophication-assessment methods in Jiaozhou Bay,China

Increasing numbers of approaches to assess eutrophication, such as estuarine trophic status, the Oslo-Paris Commission Common Procedure, and the Water Framework Directive, focus on the symptoms of eutrophication. In China, however, nutrient index methods dominate the assessment of coastal waters. In this study, an integrated method that includes both water quality and ecological response was compared with the Northwest Pacifi c Action Plan (NOWPAP) Common Procedure. Observation data from Jiaozhou Bay, Shandong, China, were used in a comparison of the two methods in a trophic status study. Overall, both clearly revealed a high level of nutrient enrichment in the bay, indicated by high nutrient concentrations. Though the two methods diff ered in their methodological design in the assessment of the ecological eff ects of nutrient enrichment, they have acquired similar results: the integrated method suggested that the status was good, and the NOWPAP Common Procedure suggested that the status was low (indicating that the bay had no serious eutrophication problem). The introduction of fi lter feeders (shellfi sh aquaculture) into the bay on a reasonable scale may have been eff ective in mitigating eutrophic conditions, and perhaps explains the low ecological impacts there. Our results will be useful to ecosystem-based eutrophication management in the bay and in similar areas.     

Building a model-based personalised recommendation approach for tourist attractions from geotagged social media data

When travelling, people are accustomed to taking and uploading photos on social media websites, which has led to the accumulation of huge numbers of geotagged photos. Combined with multisource information (e.g. weather, transportation, or textual information), these geotagged photos could help us in constructing user preference profiles at a high level of detail. Therefore, using these geotagged photos, we built a personalised recommendation system to provide attraction recommendations that match a user's preferences. Specifically, we retrieved a geotagged photo collection from the public API for Flickr (Flickr.com) and fetched a large amount of other contextual information to rebuild a user's travel history. We then created a model-based recommendation method with a two-stage architecture that consists of candidate generation (the matching process) and candidate ranking. In the matching process, we used a support vector machine model that was modified for multiclass classification to generate the candidate list. In addition, we used a gradient boosting regression tree to score each candidate and rerank the list. Finally, we evaluated our recommendation results with respect to accuracy and ranking ability. Compared with widely used memory-based methods, our proposed method performs significantly better in the cold-start situation and when mining ‘long-tail’ data.     

西昆仑-喀喇昆仑造山带锂矿成矿特征与成矿规律初探

西昆仑- 喀喇昆仑造山带中生代花岗伟晶岩相当发育,主要分布于麻扎- 康西瓦缝合带以南的喀喇昆仑造山带,构成了西自木吉—塔什库尔干,东到大红柳滩长达600 km的喀喇昆仑稀有金属成矿带。通过多年的研究,本文对西昆仑- 喀喇昆仑造山带37处稀有金属矿床(点)进行了全面系统的梳理,认为喀喇昆仑- 喀喇昆仑造山带表现为“西铍东锂”的格局,稀有金属成矿年龄集中213~206 Ma。将喀喇昆仑造山带稀有金属成矿带划分为木吉- 塔什库尔干稀有金属成矿亚带、赛图拉- 大红柳滩稀有金属成矿亚带,从西向东可划定4个矿化集中区：木吉- 布伦口稀有金属集中区、塔什库尔干- 塔吐鲁沟稀有金属矿化集中区、康西瓦稀有金属矿化集中区、大红柳滩- 白龙山稀有金属矿化集中区。同时,认为西昆仑- 喀喇昆仑造山带西段下一阶段的找矿可放在西合休南锂铍找矿远景区、阿然保泰铍找矿远景区、木吉西锂铍找矿远景区。     

基于ComGIS的校园导航系统

分析了ComGIS的特点,并结合其特点,利用VisualBasic6.0,SuperMap和SQLServer2000等软件实现了校园导航系统的空间数据和属性数据的存储、可视化查询、测量地图等,同时介绍了系统空间数据库和空间地理模型的建立,以及在系统的设计中所涉及到的多媒体等技术。     

基于D-InSAR技术的金沙江地区滑坡形变监测与分析

滑坡是发生在我国山区的主要地质灾害类型,金沙江地区由于地势较高、地形复杂、多云多雨的特点,给传统的滑坡监测增加了难度。合成孔径雷达差分干涉测量技术(Differential interferometry synthetic aperture radar,D-InSAR)已在滑坡地面沉降监测中得到了广泛应用。本文选取金沙江上游沿岸作为研究区域,基于2018年8月11日与9月28日的Sentinel-1A影像及SRTM1数据,利用GAMMA软件及D-InSAR技术监测到金沙江地区的地表形变,成功识别出金沙江右岸的一处滑坡灾害。研究结果显示,在此滑坡的坡顶部分出现了约2.5 cm的沉降,而在坡底部分由于崩塌物的累积,地面出现了约3 cm的抬升。从实验结果可以得出,InSAR技术是一种有效的滑坡变形监测手段,利用Sentinel-1A卫星的SAR数据对滑坡区域进行形变监测,可以得到较好的干涉结果。     

基于二三维一体化的智慧警务地理信息平台建设与研究

"智慧警务"是"智慧城市"的重要组成部分,也是社会治安防控体系发展的必然趋势,应提高认识,积极探索和论证建设"智慧警务"的模式和方法。本文阐述了基于二三维一体化的智慧警务地理信息平台建设内容和总体框架,并详细地介绍了警用地理信息系统及智慧警务应用系统建设内容和技术路线。     

上海海域海水水质变化趋势及应对措施

强化区域海洋生态环境评价,推进海洋生态环境监测体系建设,全面提升海洋环境保护监督管理效能,是上海建设全球海洋中心城市、发挥在"一带一路"倡议中桥头堡作用的必然要求。文章基于近年来上海海域环境质量监测资料,重点对无机氮、活性磷酸盐等海域主要污染物进行分析,结合流域来水与区域排污情况,阐明上海海域水质变化特征及总体趋势,并从体系建设、基础能力、执法监督、行业管理、生态修复与科技创新等方面提出合理化应对措施。     

茂名地区海雾的微物理结构特征

2007年3月16日至4月29日期间,在广东茂名海洋气象科学实验基地对海雾进行了连续观测,共取得51个雾滴谱样本,在此基础上分析了茂名地区海雾的微物理结构特征。观测分析表明:茂名地区海雾的雾滴谱分布符合Junge分布,平均数密度为57.1个/cm3,平均含水量为0.018 3 g/m3,算术平均直径为4.7μm,算术峰值直径为2.9μm。文中还比较了雾和轻雾情况下雾滴谱分布的不同特征,分析了能见度与含水量之间的关系。     

影响山东热带气旋活动的气候特征与太平洋海温的关系

利用1949～2003年热带气旋年鉴资料,对55年来影响山东热带气旋(TC)活动的气候特征与太平洋海温的关系进行了分析.结果表明:(1)在厄尔尼诺年,影响山东的TC频数较常年明显偏少.厄尔尼诺次年TC频数较常年稍有增加;拉尼娜年影响山东的TC频数较常年显著偏多,增加明显的月份主要是8月和9月,拉尼娜次年,影响山东TC频数偏少.厄尔尼诺事件强度越大,影响山东的TC频数越少;(2)影响山东的TC数和菲律宾以东洋面的海温呈正相关,并具有很好的持续性.影响山东的TC多年,赤道中东太平洋有较强的负距平区,影响山东的TC少年,赤道中东太平洋为正距平区;(3)厄尔尼诺年,影响山东的TC强度偏强.拉尼娜年,影响山东的TC强度明显偏弱.影响山东的TC强度厄尔尼诺年要比拉尼娜年强很多;(4)影响山东TC偏强年在赤道中东太平洋有较强的正距平区,影响山东TC偏弱年在赤道中东太平洋地区有较强的负距平.综上说明赤道中东太平洋的海温高低对影响山东的TC频数和强度有较好的指示作用.