文本挖掘下的话语认知与构建——以人工智能和5G领域白宫新闻文本为例

[目的/意义]政府新闻文本是政策文本的表达形式之一。对政府新闻文本进行挖掘分析,能直观的展现表面动态,揭示对话事件的立场及其背后关系,能对情报分析工作、中国新型智库的发展建设,提供有效的助力。[方法/过程]文章利用TextRank算法进行核心句提取,并结合批评话语分析理论框架来做评估,以语料驱动从关键句、关键词两个宏观角度讨论政府决策态度,以词性从话语策略的微观角度总结美国官方对人工智能和5G领域的话语认知形象。[结果/结论]通过分析可以看出,美国政府对于人工智能和5G领域的态度将持续保持在“政府引领下的美国需优先”这一局面,面对发展中国家的科技竞争,增加政府政策性文本的指导无疑是最好的对策建议。     

Determination of critical nitrogen dilution curve based on leaf area index for winter wheat in the Guanzhong Plain,Northwest China

Excessive use of nitrogen(N) fertilizers in agricultural systems increases the cost of production and risk of environmental pollution. Therefore, determination of optimum N requirements for plant growth is necessary. Previous studies mostly established critical N dilution curves based on aboveground dry matter(DM) or leaf dry matter(LDM) and stem dry matter(SDM), to diagnose the N nutrition status of the whole plant. As these methods are time consuming, we investigated the more rapidly determined leaf area index(LAI) method to establish the critical nitrogen(N_c) dilution curve, and the curve was used to diagnose plant N status for winter wheat in Guanzhong Plain in Northwest China. Field experiments were conducted using four N fertilization levels(0, 105, 210 and 315 kg ha-1) applied to six wheat cultivars in the 2013–2014 and 2014–2015 growing seasons. LAI, DM, plant N concentration(PNC) and grain yield were determined. Data points from four cultivars were used for establishing the N_c curve and data points from the remaining two cultivars were used for validating the curve. The N_c dilution curve was validated for N-limiting and non-N-limiting growth conditions and there was good agreement between estimated and observed values. The N nutrition index(NNI) ranged from 0.41 to 1.25 and the accumulated plant N deficit(N_(and)) ranged from 60.38 to –17.92 kg ha~(-1) during the growing season. The relative grain yield was significantly affected by NNI and was adequately described with a parabolic function. The N_c curve based on LAI can be adopted as an alternative and more rapid approach to diagnose plant N status to support N fertilization decisions during the vegetative growth of winter wheat in Guanzhong Plain in Northwest China.     

不同时段伊犁马行为特征的差异性分析

【目的】 研究马的行为规律及变化过程,为马匹的选择、训练及健康评估等提供理论参考。【方法】 选取健康状况良好的伊犁马母马12匹,采集视频数据,记录马匹在各时间段摄食、静息、探究、修饰、排泄和其他等各种行为指标,比较分析各时段行为的差异性。【结果】 舍饲伊犁马在行为规律上全天时间摄食>静息>探究>其他>修饰,不同时段伊犁马行为时间分配上,咀嚼、伸展时间下午时间段极显著大于早、晚时间段(P<0.01),卧息、站息时间晚上极显著大于早上、下午时间段(P<0.01),站立、警觉时间早上、下午时间段均极显著大于晚上时间段(P<0.01),舔食时间早上时间段极显著大于晚上时间段(P<0.01),啃痒时间早上时间段极显著大于下午时间段(P<0.01),频次指标中,咀嚼次数下午时间段极显著大于晚上时间段(P<0.01),显著大于早上时间段(P<0.05),舔食、摇头次数早上时间段极显著大于晚上时间段(P<0.01),卧息次数晚上时间段均极显著大于早上、下午时间段(P<0.01),警觉、站立次数早上、下午时间段均极显著大于晚上时间段(P<0.01),啃痒、伸展早上时间段显著大于下午时间段(P<0.05),排便次数早上、下午、晚上各时间段均存在极显著差异(P<0.01)。【结论】 舍饲伊犁马全天中用于摄食的时间最长,其后依次是静息、探究、其他、修饰。咀嚼、舔食多集中在早上、下午各时间段;蹭痒多集中在早上时间段;卧息、站息、伸展多集中于晚上时间段;站立、警觉在白天各时间段均较集中;在嗅探、蹭痒、哈欠、刨地、抬蹄、排尿上没有发现差异,通过观察不同时段所表现的行为指标对马匹行为进行监测,可为实际生产过程中马匹的管理提供客观参考指标,减少对马的伤害,防止恶癖的发生。     

不同生育时期低温胁迫对水稻保护酶的影响

通过吉林省内外优质水稻品种为材料，分别在苗期、分蘖期、减数分裂期、灌浆成熟期进行低 温胁迫处理，并进行其生理特性研究。结果表明，低温胁迫下水稻的CAT、POD、SOD 酶活性均有所 增高，其中部分品种的SOD 酶活性整体较强，在各个时期均有所增幅，而CAT 和POD 酶活性在不同 时期存在品种差异，且分蘖期大部分品种的三种保护酶均有明显提升。本试验材料中，不同时期低温 胁迫下，通系935、龙稻18、吉粳816、绥粳14、延粳22、通35 的整体酶活性在各个时期表现优异，优于 其余品种。     

Optimal egg viability storage conditions in two commercial fairy shrimps (Crustacea: Branchiopoda: Anostraca) from Thailand

Optimal egg viability storage conditions for two commercial fairy shrimps, Branchinella thailandensis and Streptocephalus sirindhornae, were investigated. Eggs for each treatment were kept under eight different conditions at four different temperatures for 24 months. Every 2 months, representative eggs were hatched to evaluate hatching percentages. Low temperature and oxygen, darkness and dry conditions significantly influenced egg hatchability of both species. Undehydrated eggs hatchability in all conditions ranged from 0 to 10% in S. sirindhornae and 0 to 20% in B. thailandensis. Hatching percentages of B. thailandensis were higher than those of S. sirindhornae. Hatchability under all experimental regimes continuously decreased over time, except for dry eggs stored at ?18°C in dark‐anoxic conditions. Hatchability was markedly delayed in both species over time. We demonstrate that both species’ eggs can be stored at ?18°C at least for 24 months with high hatchability in B. thailandensis (80%) and S. sirindhornae (60%) under dry, dark, anoxic conditions.     

Evaluation of transpulmonary ultrasound dilution cardiac output in piglets: accuracy,precision and trending ability with room temperature injectate

ObjectiveTranspulmonary ultrasound dilution (TPUD) is a minimally invasive technique to measure cardiac output (CO) using a 1 mL kg^–1 isotonic 37 °C saline injectate indicator. The objective was to evaluate the performance of TPUD using a room temperature saline injectate.Study designProspective experimental trial.AnimalsA total of seven anesthetized male Yorkshire piglets.MethodsPiglets aged 1 month and weighing 7.7–9.0 kg were anesthetized with detomidine–ketamine–hydromorphone–isoflurane and a pulmonary artery flow probe (PAFP) placed via a median sternotomy. The thoracic cavity remained open during measurement of CO by PAFP and TPUD. The TPUD indicators of 1 mL kg^–1 0.9% saline at 37 °C and 20 °C were compared during infusions of phenylephrine and dobutamine, blood withdrawal and replacement. Bias, limits of agreement (LoAs) and percentage error (PE) between each iteration of PAFP and TPUD were measured with Bland–Altman plots. Trending ability via concordance, angular bias and radial LoA were compared.ResultsBland–Altman plots showed negligible bias with varying LoAs. PEs of 22% and 38% were found for 37 °C and 20 °C saline injectates, respectively. In the four-quadrant plots, the concordance rate was 94% and 100% for measurements obtained with 37 °C and 20 °C saline injectates, respectively. Angular bias for both were < ±5 °, with radial LoA < ±7 °.ConclusionsTPUD was accurate when using 1 mL kg^–1 of isotonic saline at 37 °C in a range of CO within 0.2–0.8 L minute^–1, and it reliably tracked positive and negative changes in CO. Room temperature (20 °C) indicator was less accurate but equally able to track direction of changes in CO.Clinical relevanceThe use of room temperature injectates allows an easy, readily available clinical application of TPUD CO monitoring while preserving the trending ability of the monitor.     

1-MCP对猕猴桃后熟质地品质的临界浓度研究

为探究1-甲基环丙烯(1-MCP)对猕猴桃后熟质地品质作用效果的差异,寻找适宜的1-MCP临界使用浓度,研究通过应用质地多面分析(TPA)测试法,以"贵长"猕猴桃为试材,比较不同处理果肉质地品质差异和好果率,分析各质地参数之间相关性,并且用主成分分析法进行综合评价。结果表明:0.75μL/L和0.50μL/L 1-MCP处理均能够更好地保持猕猴桃货架期的好果率;果实的咀嚼性、弹性、硬度、回复性和凝聚性相互之间都有较好的相关性,但黏着性与其他指标相关性较差,所以用咀嚼性、弹性、硬度、回复性和凝聚性作为评价猕猴桃果实质购性能的主要参数。与对照比较,6种浓度1-MCP处理中,0.75μL/L 1-MCP的处理对维持猕猴桃后熟质地品质效果最好,其次是0.50μL/L1-MCP处理,两组处理均能够延缓果实硬度并且使果实正常后熟。而高浓度(1.50μL/L和1.25μL/L)的1-MCP对猕猴桃果实后熟质地的保持效果较差,出现"僵尸果"现象。另外综合主成分分析显示,货架末期(9 d)时,不同处理猕猴桃质地品质从高到低的排列顺序为:0.75μL/L0.50μL/L1.00μL/L0.25μL/L1.25μL/L1.50μL/L0μL/L。因此,从经济和后熟质地品质考虑,采后用0.50～0.75μL/L1-MCP来处理猕猴桃对保持果实质地品质的效果最好。     

淮河上游冬小麦生长关键期旱涝灾害阈值研究

利用淮河上游地区1961-2015年13个气象站逐日降水数据,计算冬小麦生长关键期(2、3、4月)1个月尺度及3个月尺度SPI值,结合冬小麦产量数据,确定生长关键期对产量灾损率影响的具体时段,在此基础上分析了降水量变化及旱涝灾害空间分布,建立了SPI值与产量灾损率之间的定量关系。结果表明,(1)生长关键期(SPI3)和4月(SPI1_4)SPI值均与产量灾损率相关性程度高,分别通过0.01和0.05显著性水平检验;2个时段降水量变化整体呈减少趋势,且旱涝灾害空间分布存在一定的差异;(2)当SPI3值和SPI1_4值分别为-2.23和-1.82时,达到决定发生旱灾时产量灾损的阈值;(3)SPI3值和SPI1_4值与产量灾损率相关系数分别为0.94和0.82,在典型涝灾年,SPI值与产量灾损率具有线性关系。