基于GF-1和Sentinel-2时序数据的茶园识别

由于茶园大多分布在地形复杂的山区,地块破碎,分布零散,形状差异大、植被混杂且茶园所处环境长期受到云雨的影响,增加了茶园遥感识别的难度与不确定性,针对这一问题,该研究提出了利用高分1号(GF-1)和哨兵2号(Sentinel-2)时序数据提取茶园的方法,以浙江省武义县王宅镇为研究区,采用GF-1号为主要数据源,并利用MODIS地表反射率产品和Sentinel-2反射率数据,基于时空融合算法得到时间分辨率5 d的10 m Sentinel-2完整的时序数据。综合利用GF-1在空间细节方面的优势和重建的Sentinel-2高观测频率时序数据在反映茶树生长过程方面的优势,分别基于GF-1的光谱和纹理特征及GF-1的光谱、纹理特征和Sentinel-2时序特征两种特征组合方式,采用随机森林算法提取茶园。结果表明,GF-1光谱、纹理信息结合Sentinel-2时序信息分类结果的准确率、错误率、精确率、召回率和F1分数分别为96.91%、3.09%、89.00%、83.09%和0.86,仅基于GF-1光谱和纹理信息的分类准确率、错误率、精确率、召回率和F1分数分别为94.72%、5.28%、73.09%、84.61%和0.78,添加时序信息分类结果总体优于未添加时序信息的分类结果。表明高空间分辨率结合高频率时序遥感数据是提高茶园分类精度的有效手段。     

Flavonoid content and radical scavenging activity in fruits of Chinese dwarf cherry (<Emphasis Type="Italic">Cerasus humilis</Emphasis>) genotypes

The Chinese dwarf cherry (Cerasus humilis (Bge.) Sok.) is a small shrub with edible fruits. It is native to northern and western China. This species was included as a medicinal plant in the “Chinese Pharmacopeia” and has emerged as an economically important crop for fresh fruit consumption, processing into juice and wine and nutraceutical products as well. To gain a better understanding of flavonoid biosynthesis and help develop value added products and better cultivars with greater health benefits, we analyzed total flavonoid content (TFC), composition, and radical scavenging activities in fruit extracts of 16 Chinese dwarf cherry genotypes. Fruit peel TFC ranged from 33.5 to 72.8 mg/g RE·FW (RE: rutin equivalent, FW: fresh weight) while fruit flesh TFC ranged from 4.3 to 16.9 mg/g RE·FW. An HPLC analysis revealed that fruit extracts contained 14 flavonoids with considerable variation in their profiles across genotypes. The most abundant flavonoids in most genotypes were proanthocyanidin B1 (PA-B1), proanthocyanidin B2 (PA-B2), phloretin 2′-O-glucoside (PG), and phloretin 2′,4′-O-diglucoside (PDG). Principal component analysis showed that PG, PA-B1, and PA-B2 had large, positive factor loading values in the first principal component for each genotype. Increased scavenging activity of 2,2-diphenyl-1-picrylhydrazyl (DPPH) radicals was apparent in genotypes ‘Nongda 4’, ‘Nongda 3’, ‘Nongda 6’, ‘Wenfenli’, and ’10-32’, suggesting promising applications in the production of nutraceutical products. In summary, our results will aid in breeding, fruit processing, and developing medicinal uses of the Chinese dwarf cherry.     

农用地整理对碳储量和粮食产能的影响

农用地整理对区域生态系统的空间格局和功能产生的影响需要持续不断的予以关注和调节。该文以福建省建溪流域为例,采用碳储量多源模型和耕地生产潜力模型估算了建溪流域的碳储量和粮食产能,分析了区域尺度农用地整理对碳储量和粮食产能的影响。研究表明:与2010年相比,2016年碳存储总量降低了38.28×10~6 t,为369.29×10~6 t;整理区以1.41%的土地贡献了整个建溪流域1.70%的碳储量减少量,农用地整理对建溪流域生态系统的固碳服务有负作用;2016年建溪流域的粮食产能提高了10.83×10~4t,为124.46×10~4t;农用地整理项目区占建溪流域耕地面积的14.61%,贡献了20.87%的粮食产能提高值,有效提高了建溪流域耕地的粮食产能。农用地整理所产生的碳效应不容忽视,在农用地整理中需要注重生态措施的运用。     

转基因玉米表达的Cry1Ab、PAT和EPSPS蛋白对日本通草蛉幼虫的安全风险评估

为评价我国自主研发的转基因玉米表达的Cry1Ab、PAT和EPSPS蛋白对日本通草蛉Chrysoperla nipponensis幼虫生长发育的安全风险,通过将外源蛋白混入日本通草蛉人工饲料中的方法,以加入砷酸二氢钾(KH_2AsO_4)的饲料为阳性对照,研究了日本通草蛉幼虫取食后的生长发育状况。结果表明:日本通草蛉取食含Cry1Ab和EPSPS蛋白饲料的幼虫发育历期、茧期、结茧率、羽化率及成虫体重等生物学参数与取食正常饲料处理相比均没有显著差异;而取食含PAT蛋白饲料的幼虫发育历期和结茧率分别为10.7 d和96.6%,与取食正常饲料的对照11.1 d和89.9%差异显著,即饲料中添加PAT蛋白显著提高了幼虫的存活率和发育速率;取食含KH_2AsO_4饲料的日本通草蛉幼虫不能存活到茧期,说明KH_2AsO_4具有显著的杀虫活性。ELISA检测结果表明,取食了分别添加有3种外源蛋白饲料的日本通草蛉幼虫体内可以检测到相应的Cry1Ab、EPSPS和PAT蛋白,含量分别为2 758.8~5 210.7、35 018.0~54 426.6、16.8~149.8 ng/g。表明转基因玉米所表达的Cry1Ab、EPSPS和PAT蛋白对日本通草蛉幼虫没有显著的不利影响。     

Responses of soil microbial community to nitrogen fertilizer and precipitation regimes in a semi-arid steppe

Purpose

Changes of nitrogen (N) cycle caused by N fertilization and precipitation regimes have affected the key ecosystem structure and functions in temperate steppe, which may modify the structure of soil microbial communities involved in N transformation. This paper was designated to examine the response of soil ammonia oxidizers and denitrifiers to the N fertilization and precipitation regimes in a semi-arid steppe where N and water contents are major limiting factors of the grassland productivity.

Materials and methods

This study was based on a long-term N fertilization and precipitation regimes experiment in Inner Mongolia (116° 17′ 20″ E, 42° 2′ 29″ N). The treatments including CK (control), R (reduced precipitation), W (30% increase in precipitation), N (10 g N m^?2 y^?1), RN (reduced precipitation and 10 g N m^?2 y^?1), and WN (30% increase in precipitation and 10 g N m^?2 y^?1). Soil basic chemical properties and microbial activities were analyzed. Molecular methods were applied to determine the abundance, structure and diversity of ammonia oxidizers and denitrifiers. Statistical analysis detected the main and interactive effect of treatments on soil microbial communities and revealed the relationship between soil microbial community structures and environmental factors.

Results and discussion

N fertilization significantly increased ammonia-oxidizing bacteria (AOB) abundance. Ammonia-oxidizing archaea (AOA) community structure was markedly changed in N fertilizer treatment and strongly affected by soil pH, while soil nitrate and water content correlated with AOB community structure. Soil nitrate was the key factor influencing nirK gene community structure, while soil pH and water content explained much of the variations of nosZ gene community. AOB-amoA and nosZ gene community diversities were influenced by precipitation regimes and interaction of N fertilization and precipitation regimes, respectively.

Conclusions

N fertilization and precipitation regimes had significant influences on the changes of soil properties and microbial functional communities. Soil nitrification was mainly driven by AOB in the semi-arid grassland. Changes of substrate content and soil pH were the key factors in shifting functional microbial communities. The non-synergistic effects of N fertilization and precipitation regimes on the microbial functional groups indicated that the negative effect of lower pH induced by N fertilization would be alleviated by precipitation regimes, which should be well considered in grassland restoration.

     

基于果实品质与EST-SSR标记的刺梨居群遗传多样性分析及核心种质构建

通过分析评价野生刺梨(Rosa roxburghii Tratt.)资源居群遗传多样性和遗传结构,同时构建核心种质,为刺梨资源的保护和发掘利用提供科学依据。本研究利用10对EST-SSR引物和9个果实品质性状指标对收集的12个刺梨自然居群(共102份种质)的遗传多样性及遗传结构进行分析,同时结合原贵州省32份初级核心种质,采用位点优先取样策略进一步构建西南地区核心种质。结果表明,黔西(QX)居群拥有最高的Shannon信息指数I=0.6965,基因多样性指数h=0.3935,多态位点百分率p=84.62%;而古丈(GZ)居群则无论在分子数据还是表型数据都表现为遗传多样性最低;AMOVA分析表明刺梨居群内遗传变异在87%以上,居群间基因流Nem在3.5以上、平均Nei’s遗传距离(GD)0.223。构建的19份核心种质等位基因保留率和稀有等位基因保留率均为100%,能够代表原种质的遗传多样性。西南地区野生刺梨的遗传变异主要发生在居群内,居群间具有基因交流频繁、Nei’s遗传距离小等特点,构建的19份核心种质从等位基因保留率、稀有等位基因保留率及地理分布均能够较好地代表原种质的遗传多样性。自然居群以黔西(QX)居群遗传多样性最高。因此,野生刺梨的保护策略可采用就地保护黔西(QX)居群与迁地保护19份核心种质相结合的方法进行。     

Effect of cold-anesthetization rate on blood biochemical parameters and muscle composition during live channel catfish Ictalurus punctatus waterless preservation

Fisheries Science - Cold-anesthetization waterless live fish preservation is considered a promising alternative strategy. This work investigates the effects of temperature chilling rates of 2, 4,...     

马铃薯薄片干燥过程形态变化三维成像

为研究马铃薯薄片在干燥过程中形态变化规律,该文利用Kinect传感器搭建了图像采集平台,研究其在不同干燥温度下(50、60、70、80℃)的形态变化规律。通过图像采集平台获取马铃薯薄片深度图像和彩色图像,利用彩色图像确定感兴趣区域,对对应区域的深度图像进行灰度值拉伸、阈值分割、边缘去噪处理,进而提取特征,计算出正投影面积的收缩率、深度均值及标准差,以表征马铃薯干燥过程中表面卷曲及平整度等形态指标的变化规律。对不同干燥时间点马铃薯片进行三维图形显示可观察其变化规律明显。统计结果表明:低温(50、60℃)与高温(70、80℃)对马铃薯薄片干燥时的收缩率、卷曲程度具有显著影响(P0.05)。50℃时收缩率为54.97%,80℃时收缩率升高为64.55%;干燥温度与马铃薯片卷曲程度呈先升后降的关系,60℃时卷曲度最大,其深度均值为27.81 mm,80℃时降低到18.86 mm。而四组温度下,马铃薯薄片的平整度具有显著性差异(P0.05),50℃时马铃薯片深度值的标准差为7.99 mm,80℃时降低至5.71mm,说明平整度随着干燥温度升高而增加。该研究可为马铃薯薄片干燥过程中形态变化的检测提供参考,同时为干燥工艺的智能化控制提供技术依据。     

饲料磷真消化率不同的山羊空肠菌群结构差异研究

动物对饲料磷消化率的提高对于降低养殖成本和减少环境污染均具有重要意义。通过高通量测序技术比较饲料磷真消化率不同的山羊空肠微生物结构的差异。本研究选取24只10月龄,雌性,平均体质量(24.25±2.47)kg的努比亚黑山羊作为试验动物,通过代谢试验筛选出高(HP)、低(LP)饲料磷真消化率组,每组各6只。分别采集HP、LP组山羊空肠内容物,提取微生物总DNA,利用高通量测序平台对细菌16S rRNA基因的高可变区进行测序,使用QIIME等软件对测序数据进行生物信息学分析。研究表明,在门水平,厚壁菌门(Firmicutes)和拟杆菌门(Bacteroidetes)在两组山羊空肠微生物中均为优势菌门,其中HP组厚壁菌门(Firmicutes)的相对丰度极显著低于LP组(P<0.01),而拟杆菌门(Bacteroidetes)的相对丰度极显著高于LP组(P<0.01);在属水平上,HP组Prevotella、Fibrobacter、Ruminococcus_2和Clostridium_sensu_stricto_1的相对丰度显著高于LP组(P<0.05),而Desulfovibrio和Victivallis的相对丰度显著低于LP组(P<0.05)。饲料磷真消化率不同的山羊空肠菌群结构存在显著差异。