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.     

内蒙古桦木沟林场不同地貌野生花卉资源分布

内蒙古桦木沟林场地形地貌类型广泛,野花资源丰富,尚未得到有效开发。为了解野生花卉资源习性和生物学特征,开发利用野花资源,在路径调查的基础上,采用典型样地调查法,调查分析了其野花资源分布。共调查野花资源177种,隶属于40科129属,菊科、豆科、毛茛科等种类和种群数量较丰富。不同地貌Margalef丰富度指数1.35~8.28,Shannon-Wiener指数变异范围1.42~2.59,Simpson指数为0.59~0.96,湿地草甸、疏林草地物种多样性丰富,沙地多样性最低。湿度、光照等是影响野花多样性分布的重要因素。林场分布着丰富而有较大开发价值的喜光、耐荫、耐涝、喜湿、耐旱等不同生态型野生花卉。部分野生花卉资源濒危,亟需保护。     

Information extraction and dynamic evaluation of soil salinization with a remote sensing method in a typical county on the Huang-Huai-Hai Plain of China

Monitoring the dynamics of soil salinization is of great importance for agricultural production. This study selected Yucheng County, a typical county on the Huang-Huai-Hai Plain (HHHP) of China, as the study area and evaluated the spatial and temporal variation of soil salinization. Three methods, consisting of principal component analysis (PCA) transformation, tasseled cap (TC) transformation, and optimal band combination (OBC), were used to extract information from an early Landsat multispectral scanner (MSS) image from 1984, and their advantages were compared. In addition, OBC was used on a thematic mapper (TM) image from 2009. An iteratively self-organizing data analysis algorithm was used together with prior knowledge of likely classifications to interpret the MSS and TM images for data classification. Finally, a transfer matrix method was used to assess the spatial and temporal variability of soil salinization and analyze the driving factors of soil salinization. Compared to PCA transformation and OBC, TC transformation was a more effective method for extracting soil salinization information from the MSS sensor. The results indicate that a soil area of approximately 298 km² was affected by salinity in 1984 in Yucheng County, of which 5.40%, 11.96%, and 12.75% were classified as being subject to slight, moderate, and severe salinization, respectively. In 2009, the saline area was reduced to only 146 km², of which 10.70% and 3.75% were characterized by slight to moderate salinization and no severe salinization, respectively. The saline land decreased at an average rate of 6 km² per year. This decrease was probably a result of lower groundwater depth, increased organic fertilizer or crop straw in soil, changed land use type, and increased vegetation coverage.     

Structural,rheological and gelatinization properties of wheat starch granules separated from different noodle-making process

In this study, three typical wheat cultivars (ZM366, AK58, and ZM103) with high, medium, and low gluten strength, respectively, were selected as the raw material. The starch granules separated from different stages of the noodle-making process, including kneading, resting, sheeting, cutting, and drying, were used to explore the structure, dynamic rheology, and quality of the noodles. The D50 (median diameter) of the starch granules decreased during the noodle-making process, and the reduction was enhanced by an increase in the gluten strength of the flour. Between steps 4 and 5 of the noodle-making process, the solubility of ZM103 variety increased from 4.3% to 5.0% at 80 °C, while the peak viscosity decreased from 3626 to 3386 mPa s, which resulted in a decrease in the cooking loss of noodles. Similar trend was observed in the ZM366 and AK58 varieties. The gelatinization enthalpy was reduced, suggesting that the crystalline regions of the starch granules were destroyed during the kneading process. Between steps 4 and 5 of the noodle-making process, the elastic modulus of the starch granules significantly increased, while the temperature at which maximum elastic modulus was decreased, indicating an increase in the crystalline stability of starch during the drying process. Correlation analysis indicated that the changes occurred to the gelatinization property was primarily due to the change in the particle size.     

基于CPLD的漏播检测装置的设计与测试

针对现有漏播检测装置并行性差、响应速度慢等不足,提出一种新型的漏播检测装置。该装置采用复杂可编程逻辑器件(CPLD)作为检测控制核心,能够同时提供8路落种检测,适用于大型精密穴播机械。该检测装置采用光电器件作为落种传感器,响应快速准确。6对红外对管采用特殊方式排列在排种管的相对两侧,避免光线干涉,提高检测精度。该装置适用于检测直径3mm以上种子(如麦粒、黄豆、玉米粒等),能够配合上位机GPS精确定位漏播位置,为漏播后的补种修正提供位置和数目信息。手工落种测试时,对小麦、黄豆、玉米种子的检出率可达100%。将该装置在播种试验台上进行实验,统计自动落种数目,精度可达95%以上;对单粒漏播进行报警统计,精度可达80%以上。改进试验台实验条件,以自适应方式运行可以使装置的检测精度进一步提升。     

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。     

玉米收获机夹持输送装置的研究

夹持输送装置是穗茎兼收型玉米收获机的关键部件。为了解决玉米植株在夹持输送中的断茎、堵塞等问题，对夹持输送装置的关键部件进行研究，通过增设输送拨禾链，从而有效地地解决了上述问题。     

穗茎兼收型玉米联合收获机的发展现状与展望

随着我国农业结构的调整和畜牧业的发展，穗茎兼收型玉米联合收获机成为发展热点。为此，总结了该种机型的发展现状，简单介绍了几种较成熟机型的性能及特点。基于现状，论述了穗茎兼收型玉米联合收获机的发展趋势，并指出该种机型具有广阔的发展前景。