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。     

采用双模态联合表征学习方法识别作物病害

基于深度卷积神经网络的视觉识别方法在病害诊断中表现出色,逐渐成为了研究热点。但是,基于深度卷积神经网络建立的视觉识别模型通常只利用了图像模态的数据,导致模型的识别准确率和鲁棒性,都依赖训练数据集的规模和标注的质量。构建开放环境下大规模的病害数据集并完成高质量的标注,通常需要付出巨大的经济和技术代价,限制了基于深度卷积神经网络的视觉识别方法在实际应用中的推广。该研究提出了一种基于图像与文本双模态联合表征学习的开放环境下作物病害识别模型(bimodalNet)。该模型在病害图像模态的基础上,进行了病害文本模态信息的嵌入,利用两种模态病害信息间的相关性和互补性,实现了病害特征的联合表征学习。最终bimodalNet在较小的数据集上取得了优于单纯的图像模态模型和文本模态模型的效果,最优模型组合在测试集的准确率、精确率、灵敏度、特异性和F1值分别为99.47%、98.51%、98.61%、99.68%和98.51%。该研究证明了利用病害图像和病害文本的双模态表征学习是解决开放环境下作物病害识别的有效方法。     

ω-3长链多不饱和脂肪酸对母猪繁殖性能的影响

长链多不饱和脂肪酸(LC PUFAs)在母猪营养中的作用经常被人们研究,因为猪场的盈利能力主要取决于母猪的繁殖性能。根据以往的研究结果,母猪妊娠期喂食ω-3 LC PUFAs可以减少前列腺素的合成,提高胚胎存活率和仔猪初生重;哺乳期饲喂ω-3 LC PUFAs可以提高乳汁中EPA和DHA含量,改善哺乳仔猪肠道健康和断奶重。文章论述了LC PUFAs(主要是ω-3)对现代高产母猪繁殖性能的影响,为在生产实践中合理添加应用LC PUFAs,提高母猪生产性能提供理论参考。     

Transport of cadmium from soil to grain in cereal crops: A review

Due to rapid urbanization and industrialization, many soils for crop production are contaminated by cadmium(Cd), a heavy metal highly toxic to many organisms. Cereal crops such as rice, wheat, maize, and barley are the primary dietary source of Cd for humans, and reducing Cd transfer from soil to their grains is therefore an important issue for food safety. During the last decade, great progress has been made in elucidating the molecular mechanisms of Cd transport, particularly in rice. Inter-and intraspecific variations in Cd accumulation have been observed in cereal crops. Transporters for Cd have been identified in rice and other cereal crops using genotypic differences in Cd accumulation and mutant approaches. These transporters belong to different transporter families and are involved in the uptake, vacuolar sequestration, root-to-shoot translocation, and distribution of Cd. Attempts have been made to reduce Cd accumulation in grains by manipulating these transporters through overexpression or knockout of the transporter genes, as well as through marker-assisted selection breeding based on genotypic differences in Cd accumulation in the grains. In this review, we describe recent progress on molecular mechanisms of Cd accumulation in cereal crops and compare different molecular strategies for minimizing Cd accumulation in grains.     

2000—2015年西南区县域土地利用变化特征及驱动力分析——以重庆市奉节县为例

综合分析重庆市奉节县土地利用格局时空演变及其驱动力,为优化西南区县域尺度的土地利用规划、生态大保护和区域可持续发展提供理论参考和数据支持。基于RS和GIS技术,利用四期（2000、2005、2010和2015年）土地利用基础数据,从土地利用动态模型和地学信息图谱等方面出发,揭示区域2000—2015年的土地利用动态变化特征及时空演变规律。依据主成分分析模型和线性回归分析模型,并基于奉节县社会经济统计数据,探究研究区土地利用驱动机制。研究期内,研究区土地空间格局呈现以林地和耕地为主体,同时交错分布其它土地类型的特点。耕地、草地和未利用地土地面积分别减少 78.84 km²、3.73 km²、2.54 km²,而林地、水域和居民工矿用地面积分别增加23.36 km²、46.67 km²、9.03 km²。受三峡移民影响,区域土地利用分布格局由整体无序向局部有序的方向发展。研究期的前10年间,土地利用类型转移主要发生在林地、草地和耕地之间,林地→耕地和草地的面积总和分别为849.38 km²和425.17 km²;2010—2015年间林地和居民工矿用地新增面积分别为9.93 km²和7.09 km²。从产业结构调整、政策影响和社会发展等方面探究区域城镇化的驱动机制,城镇化因素、政策因素、经济因素、社会发展因素和农业因素是影响奉节县土地利用类型变化的主要驱动力。     

木霉耐盐突变菌株的紫外诱变选育

为了获得高效耐盐木霉突变菌株，以盐碱土中分离的一株深绿木霉T-YM作为原始菌株进行紫外诱变处理，并筛选了突变菌株的最佳诱变条件，利用NaCl溶液模拟盐胁迫条件测定了突变菌株耐盐指标生长速率、产孢量和菌丝生长量。结果表明，与对照(野生型菌株)相比，当诱变时间为3 min时能够显著提高深绿木霉T-YM突变菌株菌落生长速度和产孢量，分别增加17.69%和28.82%；诱变时间为0.5 min和5 min时能够显著提高突变菌株菌丝生长量，分别增加42.22%和46.67%。利用10 mg·mL^-1 NaCl溶液模拟盐胁迫条件时，与对照相比突变菌株菌落生长速度、产孢量和菌丝干重整体高于野生型菌株，尤其当诱变时间为3 min时，不同浓度盐胁迫下其产孢量平均增加51.18%，诱变时间为0.5 min时其菌丝干重平均增加23.65%；NaCl胁迫(10 mg·mL^-1)下，诱变处理0.5 min获得的正突变菌株经传代接种培养后其耐盐性较为稳定。因此，紫外诱变可作为一种选育高效耐盐木霉突变菌株的有效方法。     

Evidence of cormorant‐induced mortality,disparate migration strategies and repeatable circadian rhythm in the endangered North Sea houting (Coregonus oxyrinchus): A telemetry study mapping the postspawning migration

Life history theory predicts a trade‐off between migration and residency where migration is favoured when it infers elevated fitness. Although migration to more favourable environments may offer higher growth rates, migrants often experience increased mortality due to predation. Here, we investigated mortality and migration behaviour of the North Sea houting (Coregonus oxyrinchus), an anadromous salmonid endemic to the Wadden Sea. We used acoustic telemetry to map the migration of the only remaining indigenous population by applying stationary hydrophones combined with manual tracking. Data suggested a total mortality of 26%, with 30% of the total mortality attributed to predation by great cormorants (Phalacrocorax carbo sinensis), highlighting that North Sea houting conservation could be jeopardised by increased cormorant predation. Risk of cormorant predation was size‐dependent, with smaller fish suffering higher risk of predation. The study found North Sea houting to exhibit disparate migration strategies and identified a lentic area in the estuary as an important habitat. Two newly established artificial lakes within the river system significantly reduced the migration speeds, possibly indicating constrained navigation through the lakes. The migration into the Wadden Sea correlated with temperature perhaps indicating osmoregulatory constraints of sea entry. Unlike many salmonid species, migration occurred both day and night. Moreover, fish exhibited repeatable individual differences in diel activity patterns, suggesting that individuals differ consistently in their migratory activity throughout the 24‐hr period. Our study provides novel information on salmonid migration, which is crucial for the development of science‐based conservation strategies.     

Allochrony as a potential driver for reproductive isolation in adaptive radiations of European whitefish ecomorphs

In northern Fennoscandian lakes, monophylogenetic lineages of postglacial fishes are radiating into several adaptive forms, but the speciation process is still at an incipient stage. The speciation process has received increased attention over the years, but the underlying mechanisms and drivers are still debated and poorly understood. European whitefish (Coregonus lavaretus [L.]) is the most abundant fish species in these lakes and has evolved into several ecomorphs adapted to different trophic niches and habitats. Genetic divergence has been observed among these ecomorphs, but the mechanism(s) responsible for the ongoing build-up of reproductive isolation has still to be revealed. As these systems are young in evolutionary time (<10 kyr), prezygotic and postzygotic extrinsic isolation mechanisms are thought to be more likely to contribute to the reproductive isolation than intrinsic isolation mechanisms. We determined the gonadosomatic index (GSI) of three ecomorphs in two replicated lake systems and used GSI as a proxy to investigate the prezygotic isolation mechanism, allochrony, as a driving factor of divergence in this adaptive radiation of whitefish. We found that the three ecomorphs differed in GSI values within and between lakes, suggesting different spawning times of the ecomorphs. We also show that males of one ecomorph had equal onset of maturity as another ecomorph, giving novel insights into the ongoing gene flow observed between ecomorphs. The result supports allochrony as a driver for the divergence process of whitefish ecomorphs, but more evidence is still needed to rule out that the three ecomorphs make use of different spawning grounds.     

浙江红花油茶高接换冠成活率影响因素研究

为研究浙江红花油茶高接换冠成活率影响因素,解决嫁接成活率低的问题,2013年6月从中国林业科学研究院亚热带林业研究所引进浙江红花油茶优树穗条,在青田县大垟山林场开展浙江红花油茶高接换冠试验,分析砧木林郁闭度、坡位、砧木生长势及接穗保存时间等因素对嫁接成活率的影响。结果表明,林分郁闭度在0.3~0.7之间,随着郁闭度增加嫁接平均成活率提高;郁闭度在0.7~0.9之间,随着郁闭度增加,嫁接成活率降低;当郁闭度为0.7时,嫁接成活率最高为88.8%。山腰的嫁接成活率高达86%,显著高于山顶和山脚。浙江红花油茶砧木生长势越强嫁接成活率越高。接穗于采集当天嫁接效果最好成活率达89.1%,接穗保存1、2、3、4、5、6天嫁接,成活率分别为85.2%、75.2%、51.6%、28.1%、12.2%、9.3%。偏相关分析表明,各因素对嫁接成活率影响由大到小依次为接穗保存时间(-0.97)、郁闭度(0.85)、生长势(0.81)、坡位(-0.65)。