基于生命周期的北京风味餐厅食物消费温室气体排放与减排案例分析

减少粮食浪费不仅关乎粮食安全,而且对于温室气体减排与生态环境保护也至关重要.本文基于生命周期理论,构建了餐厅食物消费模型;然后通过对北京某风味餐厅的现场调研,量化评估了餐厅每人次产生的平均温室气体排放量,并对餐厅剩余食物产生的原因以及通过减少餐厅食物剩余带来的温室气体减排潜力进行了系统分析.研究结果表明,一个中等规模的...     

腾格里沙漠东南缘不同年代固沙区根系分布

2010年8月,选择腾格里沙漠东南缘1964年、1981年和1990年建立的人工固沙区为对象,以流动沙丘和邻近的天然植被区为对照,利用根钻取样法研究了不同年代固沙植被区根系的3.0 m剖面的分布特征。结果表明：单位土地面积上<1 mm的活根、全部活根、<1 mm的死根和全部死根的重量密度和长度密度在不同样地间存在着显著差异(p<0.05);流沙、1990年、1981年、1964年固沙区和天然植被区全部活根重量密度分别为2.9±2.2、164.7±46.5、461.3±83.6、440.4±81.8 g·m-2和350.0±132.5 g·m-2,5个样地全部死根重量密度分别为4.9±2.8、58.7±16.8、390.9±57.9、492.5±252.2 g·m-2和214.4±29.9 g·m-2;根长密度也表现为相似的变化趋势。单位土壤体积的根系重量密度和长度密度随着土层加深而递减,植被区0~1.0 m土壤层活根的累积重量密度和长度密度在全部活根中的比例均超过70.0%,其中以天然植被区最大,流沙区则不超过25%;死根也表现为相似的趋势,只是比例有所降低。根鞘占全部根系生物量的比例非常不稳定,流沙区的最大,为94.3%,而1981年植被区的只有0.5%,1964年、1990年固沙区和天然植被区分别为29.9%,70.3%和58.9%。     

A meta-analysis of global crop water productivity of three leading world crops (wheat,corn, and rice) in the irrigated areas over three decades

ABSTRACT

The overarching goal of this study was to perform a comprehensive meta-analysis of irrigated agricultural Crop Water Productivity (CWP) of the world’s three leading crops: wheat, corn, and rice based on three decades of remote sensing and non-remote sensing-based studies. Overall, CWP data from 148 crop growing study sites (60 wheat, 43 corn, and 45 rice) spread across the world were gathered from published articles spanning 31 different countries. There was overwhelming evidence of a significant increase in CWP with an increase in latitude for predominately northern hemisphere datasets. For example, corn grown in latitude 40–50° had much higher mean CWP (2.45?kg/m³) compared to mean CWP of corn grown in other latitudes such as 30–40° (1.67?kg/m³) or 20–30° (0.94?kg/m³). The same trend existed for wheat and rice as well. For soils, none of the CWP values, for any of the three crops, were statistically different. However, mean CWP in higher latitudes for the same soil was significantly higher than the mean CWP for the same soil in lower latitudes. This applied for all three crops studied. For wheat, the global CWP categories were low (≤0.75?kg/m³), medium (>0.75 to <1.10?kg/m³), and high CWP (≥1.10?kg/m³). For corn the global CWP categories were low (≤1.25?kg/m³), medium (>1.25 to ≤1.75?kg/m³), and high (>1.75?kg/m³). For rice the global CWP categories were low (≤0.70?kg/m³), medium (>0.70 to ≤1.25?kg/m³), and high (>1.25?kg/m³). USA and China are the only two countries that have consistently high CWP for wheat, corn, and rice. Australia and India have medium CWP for wheat and rice. India’s corn, however, has low CWP. Egypt, Turkey, Netherlands, Mexico, and Israel have high CWP for wheat. Romania, Argentina, and Hungary have high CWP for corn, and Philippines has high CWP for rice. All other countries have either low or medium CWP for all three crops. Based on data in this study, the highest consumers of water for crop production also have the most potential for water savings. These countries are USA, India, and China for wheat; USA, China, and Brazil for corn; India, China, and Pakistan for rice. For example, even just a 10% increase in CWP of wheat grown in India can save 6974 billion liters of water. This is equivalent to creating 6974 lakes each of 100?m³ in volume that leads to many benefits such as acting as ‘water banks’ for lean season, recreation, and numerous ecological services. This study establishes the volume of water that can be saved for each crop in each country when there is an increase in CWP by 10%, 20%, and 30%.     

基于Faster R-CNN的食品图像检索和分类

面向食品领域的图像检索和分类等方面的研究成为多媒体分析和应用领域越来越受关注的研究课题之一.当前的主要研究方法基于全图提取视觉特征,但由于食品图像背景噪音的存在使得提取的视觉特征不够鲁棒,进而影响食品图像检索和分类的性能.为此,本文提出了一种基于Faster R-CNN网络的食品图像检索和分类方法.首先通过Faster R-CNN检测图像中的候选食品区域,然后通过卷积神经网络（CNN）方法提取候选区域的视觉特征,避免了噪音的干扰使得提取的视觉特征更具有判别力.此外,选取来自视觉基因库中标注好的食品图像集微调Faster R-CNN网络,以保证Faster R-CNN食品区域检测的准确度.在包括233类菜品和49 168张食品图像的Dish-233数据集上进行实验.全面的实验评估表明：基于Faster R-CNN食品区域检测的视觉特征提取方法可以有效地提高食品图像检索和分类的性能.     

面向带电作业的手臂末端输出力评估方法

为了解决带电作业时手臂末端输出力的准确控制,提出一种基于表面肌电信号（sEMG信号）和支持向量机回归（SVR）实现对手臂末端施力的评估方法.通过手握机械手臂末端的手柄,做往复推拉运动,记录此时手柄处的力传感器的数据F,同时利用3组肌电信号传感器同步采集手臂的肌电信号.将肌电信号提取特征后,与力F组合成样本集合S,在样本集合中随机抽取50%的样本数据作为训练集,分别训练BP神经网络、GRNN神经网络以及SVR神经网络.最后用训练好的神经网络对整个样本集中的力F进行预测,并用均方根误差和相关系数评估模型的预测效果.结果显示,SVR神经网络的预测效果较好,其均方根误差为3.074 0,相关系数为0.951 7.     

基于能值法的乌兹别克斯坦食物消费及其特征分析（英文）

食物资源对人类生存至关重要,因此探究食物资源利用及其结构演变规律很有意义,对一些发展中国家尤其如此。本研究的基础数据主要来源于联合国粮食及农业组织和世界银行,采用能值法对乌兹别克斯坦自1992至2019年间的食物消费变化及其特征进行研究分析。主要得到以下两点结论：（1）国家食物消费呈现持续增加态势且具有明显的阶段性特征,主要包括低速反复阶段、快速提升阶段和高水平发展阶段。动物性食物消费变化较植物性食物更加显著;（2）人均食物年消费量变化同国家食物消费有相似的变化趋势。在人均食物年消费中,动物性食物消费占比一般比植物性食物占比高出2倍。当前乌兹别克斯坦居民食物消费主要是谷物和肉类相结合,其中谷物消费以小麦为主,肉类消费中以牛肉为主。此外,水果和蔬菜的消费需求进一步增多。随着人口进一步增加,食物多样性需求将更加强烈。当前,采取可持续性的措施以满足新的食物消费需求并保护资源和环境是非常必要的。     

中国大陆地震死亡率的标度律及其在预测中的应用

研究了中国大陆华北地区、西南地区和西北地区自1500年以来因地震造成人员死亡率的自相似指数标度律, 并将其应用于泊松模型中, 对未来地震人员死亡数作了长期预测。预测表明, 在2020年前, 华北地区、西南地区发生地震死亡1 000人以上事件以及西北地区发生地震死亡100人以上事件的概率都在0. 8以上。     

Potential promoted productivity and spatial patterns of medium- and low-yield cropland land in China

With a continuously increasing population and better food consumption levels, improving the efficiency of arable land use and increasing its productivity have become fundamental strategies to meet the growing food security needs in China. A spatial distribution map of medium- and low-yield cropland is necessary to implement plans for cropland improvement. In this study, we developed a new method to identify high-, medium-, and low-yield cropland from Moderate Resolution Imaging Spectroradiometer (MODIS) data at a spatial resolution of 500 m. The method could be used to reflect the regional heterogeneity of cropland productivity because the classification standard was based on the regionalization of cropping systems in China. The results showed that the proportion of high-, medium-, and low-yield cropland in China was 21%, 39%, and 40%, respectively. About 75% of the low-yield cropland was located in hilly and mountainous areas, and about 53% of the high-yield cropland was located in plain areas. The five provinces with the largest area of high-yield cropland were all located in the Huang-Huai-Hai region, and the area amounted to 42% of the national high-yield cropland area. Meanwhile, the proportion of high-yield cropland was lower than 15% in Heilongjiang, Sichuan, and Inner Mongolia, which had the largest area allocated to cropland in China. If all the medium-yield cropland could be improved to the productive level of high-yield cropland and the low-yield cropland could be improved to the level of medium-yield cropland, the total productivity of the land would increase 19% and 24%, respectively.     

Ethanol Fuels: Energy Balance, Economics, and Environmental Impacts Are Negative

Several studies suggest that the $1.4 billion in government subsidies are encouraging the ethanol program without substantial benefits to the U.S. economy. Large ethanol industries and a few U.S. government agencies, such as the USDA, support the production of ethanol. Corn-farmers receive minimal profits. In the U.S. ethanol system, considerably more energy, including high-grade fossil fuel, is required to produce ethanol than is available in the energy-ethanol output. Specifically about 29% more energy is used to produce a gallon of ethanol than the energy in a gallon of ethanol. Fossil energy powers corn production and the fermentation/distillation processes. Increasing subsidized ethanol production will take more feed from livestock production, and is estimated to currently cost consumers an additional $1 billion per year. Ethanol production increases environmental degradation. Corn production causes more total soil erosion than any other crop. Also, corn production uses more insecticides, herbicides, and nitrogen fertilizers than any other crop. All these factors degrade the agricultural and natural environment and contribute to water pollution and air pollution. Increasing the cost of food and diverting human food resources to the costly inefficient production of ethanol fuel raise major ethical questions. These occur at a time when more than half of the world's population is malnourished. The ethical priority for corn and other food crops should be for food and feed. Subsidized ethanol produced from U.S. corn is not a renewable energy source.     

1998-2012年中国耕地复种指数时空差异及动因

从国家、区域和省级三个层面上分析了1998-2012年间中国耕地复种指数的变化趋势,并基于Theil指数探讨了中国耕地复种指数的时空差异,利用计量经济学模型从人文视角探讨了耕地复种指数变化的影响因素。结果表明:1在全国尺度上,中国耕地复种指数总体上呈逐年增长的趋势。2在区域尺度上,复种指数最高的为中部地区,最低的为东北地区;而复种指数增长最快的是东北地区,最慢的是中部地区,东部地区呈下降趋势。3中国31个省份复种指数各不相同,且差距大,复种指数增长最快的是新疆、宁夏和云南。4由Theil指数值的大小可知,中国耕地复种指数的差异呈缩小态势,其主要原因为四大区域间的差异。5人口非农化比重对耕地复种指数产生了显著负向作用,产业非农化比重、农业政策、人均经营耕地和农村家庭人均经营纯收入对耕地复种指数产生了显著正向作用。最后,本文认为转移农村剩余劳动力,提高农民的经营性收入水平,促进土地流转,形成土地规模化经营,以及进一步加大对欠发达地区及粮食主产区农业发展的惠农扶持力度,充分发挥国家惠农政策的诱致作用,有利于全面提高中国耕地复种水平。