基于卷积神经网络的拖拉机工况识别

农机工况识别在细化农机作业状态和帮助掌握区域污染物排放趋势方面有着重要的研究价值。基于拖拉机不同运行状态下的行驶速度、发动机转速以及实时油耗等时间序列,首次提出将图像识别方法引入到拖拉机工况识别中的思路,并分别应用参数优化的支持向量机与卷积神经网络对实际作业拖拉机工况进行研究。结果表明:(1)基于参数优化的支持向量机可以较好地实现样本点的工况识别且识别准确度达到99.851 9%,但无法实现农机工况的连续性识别,同时无法对农机工况转换阶段进行有效识别。(2)以拖拉机运行速度与发动机转速等信息构建样本图像来描述农机工况变化的数据表达,并在此基础上应用卷积神经网络可以有效实现农机工况的连续性识别,且识别准确率可以达到93.3%。本研究在农机工况识别方面具有一定参考价值,并为后续农机不同工况下区域污染物排放研究提供技术支持。     

玛沁县畜牧业现状及可持续发展对策

通过对玛沁县畜牧业发展现状的分析，总结多年来的经验，提出了畜牧业可持续发展的策略。     

阔叶树种的研究现状与江西研究的发展方向

通过对阔叶树种在我国及江西省的研究状况的论述，初步总结了阔叶树种的研究水平及研究方向，指出了江西省阔叶树种研究存在的问题，探讨了江西省今后阔叶树种研究的方向。     

湘西北美味牛肝菌的生态研究

美味牛肝菌菌体较大 ,菌肉肥厚 ,菌柄粗壮 ,食味浓香可口 ,属珍贵食用菌之一。不仅可食用 ,也可药用。本文就笔者 2 0 0 0年 5月以来 ,对湘西北美味牛肝菌的分布及生态研究的结果予以报告。     

东北地区外来针叶树种引种现状及发展策略

介绍了东北林区主要针叶树种引种现状及取得的成就，分析了东北三省针叶树种引种工作中存在的问题，提出了建立较为科学的引种网络体系和发展策略，并提供了可能在干旱、半干旱区引种成功的针叶树种名     

齐卡商品肉兔在不同饲养条件下的育肥效果

作者在不同条件下，采用全窝育肥法，重复两年、两个季节测定了齐卡商品肉兔的育肥效果；探讨了温度、季节、营养水平、育肥始重对育肥效果的影响。结果表明：在试验场育肥２５０只齐卡商品兔，９０日龄育肥重２．３３～２．５３公斤，日均增重３１克以上，耗料指数３．３１：１，育肥成活率９５％以上，屠宰率５２％，净肉率８０％，肉骨比５．３５：１，兔肉品质正常。在农村条件下育肥１８０只，９０～１００日龄育肥重２．２～２．４公斤，耗精料指数２．５５：１，育肥成活率８８％～９３％。饲养齐卡商品兔与饲养二元杂交兔相比，每只可增加经济收入２０％以上。育肥季节和始重明显影响育肥未重（Ｐ＜０．０５）。依据本试验，作者建议齐卡商品兔适宜３５日龄断奶，育肥始重应不低于６００克；寒冷季节育肥，育肥第一月的室温应不低于１０℃。育肥适宜营养水平建议消化能（ＤＥ）２６００～２７００大卡／公斤，粗蛋白（ＣＰ）１８％，粗纤维（ＣＦ）１２％以上。     

干巴菌（Thelephoraganbajun Zang）的研究Ⅰ．干巴菌与其生境因子的关系

本文研究了干巴菌的分布及其在分布区内的植被类型，查清了干巴菌主要分布于针叶树林中，尤以云南松林内分布最多，但也分布于纯的栗树林中。通过对于巴菌生境中土壤微生物的分析，结果与宏观调查一致：其生长土壤较为贫瘠，是一种菌根菌。     

Growth of triploid oyster, Crassostrea madrasensis (Preston)

The performance of I and II meiotic triploids and control oysters (Crassostrea madrasensis) reared at Tuticorin Bay was compared to determine if the improvements in the growth of edible oysters were additive to faster growth in triploids. After a grow‐out period of 12 months, both mean whole weights and shell heights were in order I meiotic triploid>II meiotic triploid>control. Mean whole weights and shell height of different oyster lines were all significantly different (P<0.05). On an average, larger morphological traits indicated that growth improvements from triploids were additive, and throughout the study triploid oysters maintained faster growth rate than their diploid siblings. Condition index and adductor muscle diameter of both triploids were higher than those of control.     

一类空间分解问题

讨论了一类与区域分解算法有关的空间分解问题，将二阶问题的已有的空间分解结果推广到四阶问题的相应空间中。还证明了一致重迭性条件与Ｂａｄｅａ条件的等价性。     

GIS在生态土地分类中的作用

This paper depicted the physiographic landscape features and natural vegetation situation of study area (the eastern Jilin Province), and expatiates the definition, basic characters and its development of Ecological Land Classification (ELC). Based on the combination of relief map, satellite photography for study area and vegetation inventory data of 480 sample sites, a 5-class and a 15-class ecological land type map was concluded according to 4 important factors including slope, aspect, vegetation and elevation. Ecological Classification System (ECS) is a method to identify, characterize, and map ecosystems. The Ecological Land Type (ELT) was examined and applied initially in eastern Jilin Province. Foundation item: This paper was supported by Chinese Academy of Sciences “100 people” project and the Open Research Station of Changbai Mountain Forest Ecosystem. Biography: XIAO Bao-ying (1974-), female, postgraduate in Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang 110016, P. R. China Responsible editor: Zhu Hong