Establishing an eyeball-weight relationship for Litopenaeus vannamei using machine vision technology

This study aimed to establish a shrimp eyeball-weight relationship model for Litopenaeus vannamei using machine vision technology. A total of 295 shrimp were sampled from a recirculating aquaculture system (RAS). The long-axis length (d), body length (L), and body weight (W) of each individual was measured. The long axis length of the shrimp eyeball was identified and measured using machine vision technology. Continuous fitting and piecewise fitting models were used to construct the eyeball-weight relationship model for L. vannamei. The continuous fitting relationship model was described as: W = 38.865d^2.7914, while the piecewise model was described as: d < 2 mm, W = 0.0326d^3.7363, R² = 0.9288; 2 mm ≤ d < 3.9 mm, W = 0.0401d^3.104, R² = 0.9629; 3.9 mm ≤ d < 5.8 mm, W = 0.0421d^3.0311, R² = 0.9216; 5.8 mm < d, W = 0.103d^2.6226, R² = 0.9457. The root mean square error (RMSE) of the piecewise fitting model (0.0244, 0.1575, 0.5034, 0.7072) was smaller than the continuous fitting model (0.8229). The correlation coefficient (R²) of the piecewise model (0.9288, 0.9629, 0.9216, and 0.9457) was similar to that of the continuous fitting model (R² = 0.9621). The results indicated that the piecewise fitting model is suitable for calculating the biomass of L. vannamei in RAS and provides a novel way of estimating the biomass of L. vannamei cultured in RAS. The piecewise fitting model can also provide the foundation of evaluating the production of shrimp using underwater image recognition in intelligent aquaculture systems.     

国内高架桥绿化及研究现状

从高架桥区的生态环境、适生种类的选择以及高架桥绿化的养护管理、景观配置模式四个方面对国内的高架桥绿化及研究现状进行了分析和探讨,指出了存在的问题和解决方法,并对高架桥绿化的前景进行了展望.     

烟草农业机械引进的研究调查

烟草农业机械化种植是大势所趋,适时引进发达国家先进烟草农业机械是助推烟草农业机械化进程的一个有利途径。文章结合山东近两年在烟草农机方面的实践经验,谈了一些具体的看法和建议。     

我国小麦茎基腐病菌致病力比较分析

为明确我国不同种、地理来源和毒素化学型小麦茎基腐病菌的致病力分化情况,采用纸塔法对来自全国9个省市80个采样点分离的224株小麦茎基腐病菌进行致病力分析。结果表明,不同种镰刀菌的致病力不同,黄色镰刀菌Fusarium culmorum,禾谷镰刀菌F.graminearum,假禾谷镰刀菌F.pseudograminearum及亚洲镰刀菌F.asiaticum致病力强于其他种。F.culmorum致病力显著高于F.pseudograminearum和F.asiaticum,而F.pseudograminearum,F.graminearum及F.asiaticum三者之间无显著性差异。中华镰刀菌F.sinensis,木贼镰刀菌F.equiseti,锐顶镰刀菌F.acuminatum致病力较弱,三者间苗期致病力无显著性差异;多数省份F.pseudograminearum群体间致病力无显著差异,仅山东F.pseudograminearum群体的致病性显著低于河南群体;此外,产毒类型为3ADON的F.pseudograminearum群体致病力显著高于15ADON群体。     

农田生态系统中氮循环模型研究进展

农田生态系统中的氮循环是影响农业生产力的主要因素之一,同时也会对环境产生影响。在农田生态系统氮循环的研究中模型已成为重要的工具而受到人们关注。在介绍国际上发表的模型基础上,阐述了目前一些比较成功的模型的研究进展,并指出了今后模型发展的趋势。     

大沽河湿地表层沉积物重金属分布特征及污染评价

胶州湾属半封闭海湾,水体交换能力较弱,受多条河流入海影响,污染日趋加重,通过大沽河的径流量、输沙量和溶解污染物占到胶州湾入海河流的首位。根据区域特征,于2009年2、5、8、11月对大沽河湿地48个采样点表层沉积物中的Cu、Zn、Pb、Cd、Hg、As、有机碳、粒度进行测定,探讨了重金属含量和污染特征与总有机碳、粒度的关系,利用污染评价法和潜在生态风险评价法进行污染和风险分析。结果表明：胶州湾大沽河湿地表层沉积物重金属含量较低,大部分测站符合海洋沉积物质量（GB 18668—2002）Ⅰ类标准的要求。表层沉积物中Cu、Pb、Zn含量8月份最高、2月份次之、5月份最低。Pb、Hg、As 3种重金属含量在2月份最高。Cu、Pb、Zn和Cd重金属之间存在显著正相关关系,Hg与As存在明显的相关关系;除Cd和As外的4种重金属与沉积物粘土、有机碳含量之间也存在显著正相关性。重金属单因子污染程度总体较轻,属于低污染水平,污染程度依次为Hg〉Cd〉Pb〉Cu〉As〉Zn。大沽河河口区表层沉积物重金属潜在生态风险总体处于较低水平,风险程度依次为Hg〉Cd〉Pb〉Cu〉As〉Zn。