用于作物表型信息边缘计算采集的认知无线传感器网络分簇路由算法

随着无线终端数量的快速增长和多媒体图像等高带宽传输业务需求的增加，农业物联网相关领域可预见地会出现无线频谱资源紧缺问题。针对基于传统物联网的作物表型信息采集系统中存在由于节点密集部署导致数据传输过程容易出现频谱竞争、数据拥堵的现象以及固定电池的网络由于能耗不均衡引起监测周期缩减等诸多问题，本研究建立了一个认知无线传感器网络（CRSN）作物表型信息采集模型，并针对模型提出一种引入边缘计算机制的动态频谱和能耗均衡（DSEB）的事件驱动分簇路由算法。算法包括：（1）动态频谱感知分簇，采用层次聚类算法结合频谱感知获取的可用信道、节点间的距离、剩余能量和邻居节点度为相似度对被监控区域内的节点进行聚类分簇并选取簇头，构建分簇拓扑的过程对各分簇大小的均衡性引入奖励和惩罚因子，提升网络各分簇平均频谱利用率；（2）融入边缘计算的事件触发数据路由，根据构建的分簇拓扑结构，将待检测各区域变化异常表型信息触发事件以簇内汇聚和簇间中继交替迭代方式转发至汇聚节点，簇内汇聚包括直传和簇内中继，簇间中继包括主网关节点和次网关节点-主网关节点两种情况；（3）基于频谱变化和通信服务质量（QoS）的自适应重新分簇：基于主用户行为变化引起的可用信道改变，或分簇效果不佳对通信服务质量产生的干扰，触发CRSN进行自适应重新分簇。此外，本研究还提出了一种新的能耗均衡策略去能量消耗中心化（假设sink为中心），即在网关或簇头节点选取计算式中引入与节点到sink的距离成正比的权重系数。算法仿真结果表明，与采用K-medoid分簇和能量感知的事件驱动分簇(ERP)路由方案相比，在CRSN节点数为定值的前提下，基于DSEB的分簇路由算法在网络生存期与能效等方面均具有一定的改进；在主用户节点数为定值时，所提算法比其它两种算法具有更高频谱利用率。     

Fish functional diversity responses following flood pulses in the upper Paraná River floodplain

Flood pulses are the main force driving the dynamics of aquatic communities in floodplains. The responses of communities to environmental changes following flood pulses usually demand a time lag to appear and reach the climax. We assembled a data set of 16 years of fish samplings to assess the relationship between water level and four functional diversity measures, in the upper Paraná River floodplain. Specifically, we approached four aspects of each relationship between water level and functional diversity: nature (positive or negative), sensitivity (response intensity), responsiveness (response delay) and extent (response duration). The nature of the relationship between water level and functional diversity was positive in all cases. Functional richness (FRic) responded right after flood pulses, although with shorter extent. Abundance‐dependent functional measures (evenness—FEve; divergence—FDiv; and Rao's quadratic entropy—Rao's Q) presented delayed responses, reaching peaks more than 1.5 years after flood pulses. Significant effects of floods on fish functional diversity were observed for more than 3 years, although the highest functional diversity was observed with 1.8 years, on average. More importantly, flood pulses had no longer significant effects on functional diversity after 4 years. Regarding conservation strategies in regulated systems, flood events should occur every 2 or 3 years, with adequate timing (October‐November), intensity (up to 450 cm) and duration (at least 50 uninterrupted days). Intervals longer than 3 years or inadequate timing, intensity and duration could dramatically decrease functional diversity and compromise ecosystem services.     

Impact of soil water content on maize responses to the plant growth-promoting rhizobacterium Azospirillum lipoferum CRT1

Members of the bacterial genus Azospirillum are root-associated bacteria that increase yield in cereals by promoting growth and alleviating drought stress. How plants integrate the many bacterium-derived growth-promoting stimuli with other environmental factors to generate a coordinated response remains unresolved. Using a commercial Azospirillum strain, A. lipoferum CRT1 and two host maize cultivars, it was observed that bacterization reduced the drought-induced increase in lateral root growth and enhanced the flood-induced increase in lateral root growth in the more drought- and flood-sensitive cultivar. In the other one, A. lipoferum CRT1 only elicited a moderate root growth response under low soil water potential. The photosynthetic potential and activity were increased in the earlier cultivar and decreased in the later one, irrespective of the soil water content. No impact of the bacterium was seen on the growth of the leaves of both cultivars under both stresses until the third leaf stage, therefore suggesting that it is a consequence of multiple primary adaptations to biotic and abiotic stresses. It is suggested that host–bacteria recognition leads to a stress-specific modulation of the root response and a differential stress-independent effect on photosynthesis. This is the first report of the impact of Azospirillum under flood conditions.     

动态车辆路径问题研究综述

指出了动态车辆路径问题是运筹学和组合优化领域的前沿研究方向,研究动态车辆路径问题具有重要的理论和现实意义。阐述了动态车辆问题（DVRP）,根据动态信息的特征将动态车辆路径问题分为随机车辆路径问题（SVRP）和模糊车辆路径问题（FVRP）。从动态车辆路径问题的建模、算法和仿真优化三个方面分析了其研究成果,对现有研究的不足进行了探讨,提出了动态车辆路径问题的进一步研究方向。     

淮河上游冬小麦生长关键期旱涝灾害阈值研究

利用淮河上游地区1961-2015年13个气象站逐日降水数据,计算冬小麦生长关键期(2、3、4月)1个月尺度及3个月尺度SPI值,结合冬小麦产量数据,确定生长关键期对产量灾损率影响的具体时段,在此基础上分析了降水量变化及旱涝灾害空间分布,建立了SPI值与产量灾损率之间的定量关系。结果表明,(1)生长关键期(SPI3)和4月(SPI1_4)SPI值均与产量灾损率相关性程度高,分别通过0.01和0.05显著性水平检验;2个时段降水量变化整体呈减少趋势,且旱涝灾害空间分布存在一定的差异;(2)当SPI3值和SPI1_4值分别为-2.23和-1.82时,达到决定发生旱灾时产量灾损的阈值;(3)SPI3值和SPI1_4值与产量灾损率相关系数分别为0.94和0.82,在典型涝灾年,SPI值与产量灾损率具有线性关系。     

基于标准化降水指数的西藏昌都市旱涝时空特征

旱涝灾害是昌都市主要自然灾害,了解昌都市旱涝时空分布特征,对减轻该区域旱涝灾害损失、合理利用水资源和生态屏障建设有重要意义。利用1981—2015年昌都市7个气象站的逐月降水数据,采用标准化降水指数(SPI),分析昌都市旱涝变化特征。结果表明:昌都市旱涝变化具有明显的阶段性特征,1981—1995年旱涝交替发生,1996—2004年雨涝频繁,2005年以后以干旱为主;春夏两季降水呈弱增加趋势,春夏旱减少,秋季降水呈弱减少趋势,秋旱增加,冬季则无明显的变化;北部、中部和南部在2002年以前,旱涝存在一致性,2002年后存在较大的差异;20世纪80年代中期旱涝变率最大,旱涝转换频繁,21世纪初早期变率最小,3个区域的旱涝变率总体上与全市相似,2011年以后,南部区域变率较高,旱涝交替频繁。     

Changes in photosynthesis,growth, and sugar content of commercial sugarcane cultivars and Erianthus under flood conditions

Sugarcane (Saccharum spp.) is an economical crop in the tropical and subtropical countries. However, because of global climate change, flooding has become problematic, particularly during the rainy season, in Thailand. We investigated the effects of floods on three commercial sugarcane cultivars, namely NiF8, U-thong 6 (UT6), and U-thong 9 (UT9), as well as Erianthus spp. Growth was assessed using a pot experiment in a glasshouse with two treatments: (1) control and (2) 60 d of flooding followed by 30 d of normal conditions. In comparison with control, during prolonged flooding, Erianthus showed greatly decreased CO₂ assimilation, whereas NiF8, UT6, and UT9 showed slightly declined CO₂ assimilation. Growth in plants subjected to 60 d of flooding was less influenced by floods while sucrose content was not affected except in UT6. During flooding, some roots died, resulting in plants compensating adventitious roots to offset the negative effects of root death and to assist them in maintaining their growth, which appeared from the submerged nodes, with different characteristics for each cultivar. However, 30 d after draining, roots remained damaged, while adventitious roots died, resulting in lesser growth as compared with the control, but it did not significantly affect sucrose content and sugar yield. This study suggests that sugarcane plants need to produce the adventitious roots to compensate their roots’ death during flooding and require time to recover their root system after flooding for obtaining the optimum yield and quality at harvest.     

向环境采集能量的WSN中的自适应周期机会路由算法

如何让可以采集能量的节点充分利用环境能量,从而提高整个网络持续高效工作的能力是在能量采集无线传感网中的关键问题。目前的研究主要集中在如何均衡分配可进行能量采集的节点的能量,从而在提高节点寿命的基础上,实现网络寿命延长,但是仍然存在环境能量变化的不确定性导致的风险。笔者提出了自适应周期机会路由算法,首先对节点进行地理分区,再分配优先级,最后进行优化后路由处理。仿真结果表明,该算法能实现对环境能量更加高效的利用,并能有效提升网络的吞吐量和网络效率。     

沮漳河下游洪水遭遇地区组成规律

漳河水库由观音寺和鸡公尖两个水库以明槽渠道组成，涉及入库洪水的两个来源，而为下游防洪又涉及到与水库坝址至两河口区间及沮河洪水的组成遭遇。沮漳河为长江的一级支流，对长江防洪安全有一定的影响作用，为了确保水库及其下游防护区的安全，必须研究洪水的地区组成，为防洪错峰及安全调度提供设计依据。通过F检验法及t检验法来进行回归方程及相关系数的检验，证明回归方程是显著的，相关也较密切，可用于生产实际。     

上游有调洪水库的小流域洪水过程计算

为了研究上游有调洪水库的小流域洪水过程，在确定下游河道洪水流量应包括区间洪水流量和水库泄洪流量的基础上，通过将流域洪水的主峰过程概化为且角形变化过程的方法，得出了错峰时间的计算公式，从而，提出了小流域洪水计算的简化方法。