Induction of modular classification rules: using Jmax-pruning

The Prism family of algorithms induces modular classification rules which, in contrast to decision tree induction algorithms, do not necessarily fit together into a decision tree structure. Classifiers induced by Prism algorithms achieve a comparable accuracy compared with decision trees and in some cases even outperform decision trees. Both kinds of algorithms tend to overfit on large and noisy datasets and this has led to the development of pruning methods. Pruning methods use various metrics to truncate decision trees or to eliminate whole rules or single rule terms from a Prism rule set. For decision trees many pre-pruning and postpruning methods exist, however for Prism algorithms only one pre-pruning method has been developed, J-pruning. Recent work with Prism algorithms examined J-pruning in the context of very large datasets and found that the current method does not use its full potential. This paper revisits the J-pruning method for the Prism family of algorithms and develops a new pruning method Jmax-pruning, discusses it in theoretical terms and evaluates it empirically.

Jmax-pruning: a facility for the information theoretic pruning of modular classification rules

The Prism family of algorithms induces modular classification rules in contrast to the Top Down Induction of Decision Trees (TDIDT) approach which induces classification rules in the intermediate form of a tree structure. Both approaches achieve a comparable classification accuracy. However in some cases Prism outperforms TDIDT. For both approaches pre-pruning facilities have been developed in order to prevent the induced classifiers from overfitting on noisy datasets, by cutting rule terms or whole rules or by truncating decision trees according to certain metrics. There have been many pre-pruning mechanisms developed for the TDIDT approach, but for the Prism family the only existing pre-pruning facility is J-pruning. J-pruning not only works on Prism algorithms but also on TDIDT. Although it has been shown that J-pruning produces good results, this work points out that J-pruning does not use its full potential. The original J-pruning facility is examined and the use of a new pre-pruning facility, called Jmax-pruning, is proposed and evaluated empirically. A possible pre-pruning facility for TDIDT based on Jmax-pruning is also discussed.

CO2倍增对紫花苜蓿的生态生理作用及模型

本论文是国家自然科学基金重大项目“中国陆地生态系统对全球变化的反应模式研究”下子项目“对全球变化反应植物生态生理学的基础模型研究”中的重要部分。 本文研究了紫花苜蓿(Medicago Sativa L．)在C02倍增下光合作用、蒸腾作用、气孔导度、叶面积、物候进程、高度、以及生物量的生态生理变化，并在此基础上对苜蓿进行了生态生理模型化的研究。 在倍增(694ppm)和对照(375ppm) C02浓度下，对紫花苜蓿的生态生理学的研究表明，以整个生育期计，倍增组的表观光合作用比对照组可提高18.7%：气孔导度略有下降(2%);蒸腾作用减少了2.7%;水分利用效率提高了30.1%;叶面积增加了48.9%;每株植物白天的净光合总量可提高76.7%，另外，植株高度和整株生物量的测定也显示了C02增加对苜蓿的正效应。 本文还对生理指标的实测数据进行了模型化的研究。对光合作用模型和气孔导度模型中参数的拟合结果表明，C02倍增下，苜蓿的光能转化效率(α)，电子传递速率(Jmax)比对照组都有明显的提高，最大气孔开度(Gsmax)略有下降．

羊草叶片光合参数对不同水分变化的响应机理与模拟林祥磊

由温室气体的大量排放引起的全球环境变化不仅导致了温度的升高和降水格局的变化，亦引起了干旱等极端气候事件的频繁发生。研究羊草光合参数对水分胁迫及复水的响应，可以增进全球变化对植物光合作用和陆地生态系统影响的理解，揭示羊草光合参数对水分胁迫及复水的响应机理，为发展植物光合参数对水热变化的响应模型提供参数与依据。基于温室模拟试验和野外观测实验，采用Li-6400R便携式光合作用系统（Li-cor, Lincoln, NE, USA）测定了羊草（Leymus chinensis）叶片A/Ci曲线(净光合速率A和胞间CO2浓度Ci的关系曲线)，获取了羊草叶片的光合参数Vcmax（Rubisco的最大羧化速率）、Jmax（最大光合电子传递速率）和TPU（磷酸丙糖利用率），分析研究了羊草叶片光合参数Vcmax（Rubisco的最大羧化速率）、Jmax（最大光合电子传递速率）和TPU（磷酸丙糖利用率）对干旱与复水的响应机理。结果表明，无论是模拟实验还是野外观测均显示羊草叶片的光合参数随着土壤水分的增加呈抛物线曲线变化，但各光合参数最大值对土壤水分的响应不同。温室模拟下的羊草光合参数Vcmax，Jmax和TPU在土壤含水量分别在15.56%，15.89%和16.23%时达到最大，而野外观测羊草的光合参数Vcmax，Jmax和TPU在土壤含水量分别为16.89%，17%和16.79%时达到最大。复水后羊草植株叶片光合参数的变化取决于前期干旱的影响，土壤含水量18%～19%和15%～16%处理的羊草复水后光合参数能够恢复正常，前者甚至超过正常水平，说明适宜的水分胁迫在复水后能够提高羊草叶片的光合能力，促进光合作用;土壤含水量10%～12%和7%～9%处理下的羊草复水后光合参数则不能恢复到正常水平。土壤含水量15%～16%可能是羊草光合能力在水分胁迫后能否恢复的阈值。

中国冬小麦品种对臭氧、二氧化碳和干旱的响应

臭氧属于二次污染物，它是由机动车、工厂等人为源以及天然源排放的氮氧化物(NOx)和挥发性有机物(VOCs)等一次污染物在大气中经过光化学反应形成的。O3 是光化学烟雾的主要成分，可对植物生长产生抑制。近几十年来，全球O3 污染的格局正在发生着巨大改变。由于北美及西欧等经济发达地区采取了有效控制臭氧形成前体物的措施，其空气中的O3 浓度在减少，而亚洲等经济发展中地区的O3 形成前体物的排放却在急剧攀升，导致大气中O3 浓度显著增加。中国经济的快速发展以及汽车保有量的迅猛增加导致O3 前体物的大量排放，许多经济较发达的地区空气中的O3 浓度超过了75ppb。由于O3 污染将导致农作物产量显著降低，因此，亚洲尤其是中国O3 污染对本地区农业生产的影响引起了国内外科学家的广泛关注。然而，在中国开展的关于O3 对植物生长及生产影响的研究相对较少，但已有的几篇研究报道确实指出目前中国部分地区的O3 浓度可导致冬小麦产量大幅下降，并预测到2020 年由O3 污染将引起小麦产量进一步降低。 植物对臭氧的反应或敏感性取决于诸如叶片导度、叶片结构及生化解毒等很多方面。首先，由于高叶片导度将吸收较多的臭氧量，因此，叶片导度通常被认为是决定抗性最为重要的因子。处于湿润条件下的植物，通常具有较高叶片导度，受到臭氧危害的程度一般也较大。其次，植物抗氧化胁迫能力的大小也决定着其对臭氧的敏感性。同一植株的老叶首先表现出伤害症状，这是由于老叶的抗氧化能力差于新叶，体现在抗坏血酸和谷胱甘肽含量及抗坏血酸氧化物酶和谷胱甘肽还原酶活性低于新叶。另外，叶片对臭氧的敏感程度与其叶片结构关系密切，拥有较大的细胞间隙对抗污染特性至关重要，由于叶片上表面的栅栏组织较海绵组织致密，因此通常较早表现出伤害症状。 影响植物对臭氧反应的环境因子很多，诸如光照、水气压亏、温度等。由于臭氧主要通过气孔进入植物体内，因此目前的研究主要集中在能显著调节气孔导度的环境因子，如土壤水分状况和在未来可能会与大气中臭氧浓度同步增加的CO2 浓度。CO2 浓度升高可降低植物的气孔导度，因此，CO2 浓度升高可减少叶片对O3 的吸收量。同时，大气CO2 浓度升高可提高净同化速率，可导致气孔的部分关闭而减少蒸腾，从而显著提高植株的水分利用效率，最终促进作物生长并提高产量。然而，二者对作物产量的交互影响尚不明确。水分胁迫被认为是影响O3 对植株伤害的一个重要环境因子。与正常供水相比，水分胁迫常常伴随着气孔导度的降低，导致进入到植株体内的O3 量相对较少而减轻植株受到的伤害程度。然而水分供应不足本身将导致小麦生长降低及产量下降。因此，水分亏缺可能会保护植株免受O3 伤害，同时也可能会加剧对植株的胁迫。 高浓度臭氧环境下，植物表现出较低的气孔导度。但研究表明，对臭氧敏感性不同的植物其气孔导度对臭氧的反应程度不同。臭氧对气孔的作用将影响植物生产力，同时也将影响植物对其它环境胁迫如干旱等的反应。短时间臭氧熏蒸小麦导致叶片细胞膜系统受损、光合产物输出受阻;而长期受臭氧污染后，小麦叶片的光合速率、光化学效率、叶绿素含量和蔗糖含量均显著降低，并与臭氧剂量的大小和峰值出现的早晚有关。O3 浓度升高将抑制光合作用，减少气孔导度，加强呼吸作用，改变C 同化物分配，加快叶片的衰老。众多研究表明，O3 导致的光合能力下降主要是由Rubisco 最大羧化效率降低导致;而O3 对光合器官捕获光的能力及光合电子传递速率的影响是光合作用下降的另一个原因。 尽管已有不少关于不同物种间对O3 敏感性的种间差异研究，然而育种方法或育种地点对中国不同冬小麦品种的O3 敏感性的影响尚不清楚。因此，我们假设育种年代、育种方法及地点将交互影响冬小麦品种对O3 的生长及生理响应。为进一步明确基因对冬小麦O3 敏感性的控制，研究了普通六倍体冬小麦的近缘体对O3 敏感性的差异。CO2 浓度升高及干旱胁迫对小麦臭氧敏感性的影响也进行了研究。论文主要从生理生化、生长及产量水平上来阐释O3 浓度升高、CO3加倍、干旱对冬小麦生长及生产影响的机理。 本研究主要是在温室中的上部开口的生长箱（open-top chamber, OTC）中进行。先后开展了四个盆栽实验研究，主要目的是确定中国不同基因型冬小麦种或品种对臭氧的敏感性及其反应机理;确定CO2 浓度升高及干旱在减轻O3 伤害方面的作用及其机理。实验材料为中国不同年代选育出的小麦品种，即1745年至2004 年间选育出的20 个品种和7 个小麦材料。主要评价指标包括相对生长速率、异速生长系数、叶绿素荧光、抗氧化活性、可溶性蛋白质含量、膜酯过氧化、气体交换、光合能力、叶绿素含量、暗呼吸、生物量及籽粒产量。实验研究得到的主要结果如下： 1) O3 升高显著降低整株及地上和地下部分的相对生长速率，显著降低异速生长系数、可变荧光、最大光化学效率、量子产额、光化学淬灭系数以及电子传递速率，但提高了非光化学淬灭系数。冬小麦不同品种对O3 的敏感性随育种年代的增加而增大，并与对照植株相对生长速率呈正相关。尽管近年来环境中的O3 浓度比过去显著增加，但新近育出的品种对臭氧的抗性却没有表现出协同进化效应。通过杂交选育的品种对臭氧的敏感性大于通过引进的和重选的品种。从生长和光合生理上来看，不同小麦品种对臭氧的敏感性与育种地点没有相关性，表明冬小麦品种对臭氧的适应能力与其生长环境下的臭氧浓度无关。因此，对臭氧相对敏感的冬小麦品种主要是由培育中较高相对生长速率或较高光合能力的杂交育种方式决定的，而与选育地点环境中的臭氧浓度无关。 2) 臭氧显著降低叶片中抗坏血酸（AsA）和可溶性蛋白的含量，但提高了过氧化物酶（POD）的活性和膜酯过氧化物（MDA）的含量。臭氧浓度升高抑制饱和光强下的净光合速率（Asat），降低气孔导度（gs）和总叶绿素含量，而显著提高暗呼吸速率（Rd）和胞间CO2 浓度（Ci）。臭氧导致总生物量降低，但地下部生物量受到的影响大于地上部。不同基因型小麦对臭氧的潜在敏感性与实际观察到的抗臭氧能力存在很大差异。冬小麦品种对臭氧的敏感性与臭氧环境下植株气孔导度和暗呼吸速率相关。臭氧导致Ci 浓度升高以及膜酯过氧化，由此得出臭氧导致的净光合速率主要是由于臭氧降低了叶肉细胞活性及细胞膜的完整性。新品种对臭氧相对敏感，主要是由于其具有较高的气孔导度抗氧化能力下降幅度较大以及较低的暗呼吸速率，从而对蛋白和细胞膜完整性造成较高的氧化伤害。 3) 臭氧对冬小麦光合和生长的影响存在着显著的种间差异。原初栽培种表现出最大的抗性，当代品种次之，而野生种对臭氧最为敏感。在普通冬小麦不同基因组供体中，钩刺山羊草（Aegilops tauschii，DD）对臭氧最敏感，其次为栽培一粒小麦（T. monococcum，AA），而圆锥小麦（Triticum turgidum ssp.Durum，AABB）对臭氧的抗性最大。因此，当代冬小麦品种对臭氧的敏感性可能是与其D 染色体供体-钩刺山羊草对臭氧敏感有关，而与其A、B 染色体供体-圆锥小麦的关系相对较小。 4) CO2 浓度升高提高了老品种和新品种的Asat，最大羧化速率（Vcmax），最大电子传递速率（Jmax）、光和CO2 饱和光合速率（Amax）。与之相反，臭氧显著降低了这些生理参数。虽然两品种对CO2 的响应没有显著性差异，但CO2浓度升高均有效保护了臭氧对它们的伤害。这种效应与CO2 浓度升高引起的气孔导度降低无关，而与代谢活性的提高有关。 5) 水分胁迫和臭氧分别都显著降低了 Asat 和gs。干旱显著降低Vcmax 和羧化效率（CE），而对Jmax 和暗呼吸（R）的影响不显著。臭氧显著降低冬小麦不同基因型的Vcmax，Jmax，R 和CE。二者均降低了生物量的积累及最终籽粒产量。与六倍体小麦相比，四倍体小麦对干旱相对敏感，但对臭氧却表现出较高抗性。干旱降低了气孔导度从而显著减少了植株对臭氧的吸收量，但两基因型的反应截然不同。干旱使臭氧对六倍体小麦产量和收获指数的伤害分别减少了约16%和50%，而干旱对该四倍体小麦的保护效应不大。

长白山阔叶红松林冠层光合生产力的模拟研究

森林作为陆地生态系统的主体，在碳的生物地球化学循环中起着关键的作用，因此对森林生态系统生产力的研究具有重要意义。本文以长白山阔叶红松林为研究对象，在2005年7月~9月对其主要优势种红松、紫椴、蒙古栎、水曲柳的生理生态学参数进行了测定，并利用单叶尺度的光合作用-气孔导度-能量平衡耦合模型，以及冠层尺度的多层模型，对单叶尺度以及冠层尺度的光合作用进行了模拟，主要的结论有： （1）长白山阔叶红松林主要优势树种红松、紫椴、蒙古栎、水曲柳的生理生态学参数：光合有效辐射吸收率a、初始量子效率α、光饱和时的最大净光合作用速率Pmax、最大的Rubisco催化反应速率Vcmax、CO2饱和时的最大净光合作用速率Jmax有着明显且不同的季节变化。7、8月水曲柳的α值最大，分别为0.077、0.064，9月紫椴的最大，为0.051。红松的Vcmax值在7、9月为四个树种中最大的，分别为：49.085、43.072μmol•m-2•s-1，8月为水曲柳最大，为66.041μmol•m-2•s-1。 （2）对优势树种单叶尺度的净光合作用速率An和气孔对CO2的导度gsc进行模拟发现：紫椴、蒙古栎、水曲柳的An、gsc的值在7~9月要大于红松，进入植物生长末期的9月则随着生理活性的下降而迅速下降，而红松则表现较为平稳且略有上升。7月蒙古栎的An、gsc的最大值最大分别为15.055μmol•m-2•s-1、0.400 mol•m-2•s-1；8月水曲柳的最大分别为22.944μmol•m-2•s-1、0.567 mol•m-2•s-1；9月紫椴的最大分别为12.045μmol•m-2•s-1、0.249 mol•m-2•s-1。 （3）通过模拟得到：长白山阔叶红松林冠层2005年8月的净光合作用速率An有着明显的日变化特征， 8月林冠的净光合作用速率最大值可以达到44.880μmol•m-2•s-1，该月白天净光合作用速率的总量可以达到23.580 mol•m-2。通过与观测值比较发现模拟结果能够较好地反映冠层光合作用的特征。

长白山阔叶红松林与大气间CO2及H2O交换的过程与模拟

在全球变化背景下，森林生态系统CO2和H2O交换过程已经成为国际研究的前沿问题。本研究以长白山阔叶红松林为研究对象，利用基于生理生态学过程的多层模型，考虑了混交林中不同树种的生物量、冠层高度和厚度，对冠层及生态系统尺度的碳水通量进行了详细模拟及分析，同时用涡动相关实测数据对模拟结果进行检验，并模拟和预测了阔叶红松林生态系统碳水收支对气候变化的响应，以期为我国研究区域甚至更大尺度碳水平衡的时间和空间格局特征提供模型储备。本文的主要结论如下： 1）长白山阔叶红松林主要优势树种红松、紫椴、水曲柳、色木槭和蒙古栎的生理生态学参数（初始量子效率α、光饱和时的最大净光合作用速率Pmax、最大Rubisco催化反应速率Vcmax、CO2饱和时的最大净光合作用速率Jmax）有着明显且不同的季节变化。6、8月的α值较大，Pmax、Vcmax和Jmax的最大值也出现在6—8月，而5、9月的各项参数值均较小。 2）对阔叶红松林冠层结构的观测，发现各树种在冠层中所处位置有明显差异。假设各树种水平分布均匀，以各树种的冠高、冠厚和叶片生物量为依据，将冠层垂直分为20层，模拟出各层各树种的CO2和H2O通量。这与传统的假设各树种垂直均匀分布相比，更加符合阔叶红松林的实际群落结构。 3）长白山阔叶红松林的能量平衡比EBR为0.800，居于国际同类观测的中上水平，涡相关观测数据较为可靠。CO2和H2O通量有明显日变化，夜间值较小且变化平缓，白天值呈单峰形的日变化。对2003—2007年生长季的模拟结果分析表明，CO2和H2O通量模拟值与涡相关实测值的回归线斜率分别为0.935和0.875，截距为-0.0136 mg•m-2•s-1和13.7 W•m-2，相关系数为0.655和0.622（n=30107）；CO2通量模拟和实测的平均值分别为-0.138和-0.134 mg•m-2•s-1，模型高估了2.99%；H2O通量模拟和实测的平均值分别为88.5和85.4 W•m-2，模型高估了3.63%，模拟效果较好。从季节变化来看，生长季初、末期（5月和9月）CO2和H2O通量较小，生长旺盛期（6—8月）通量值较高。CO2和H2O通量受环境因子的综合影响，其中，辐射和气温是主要限制因子。 4）对模型的主要参数和环境因子的敏感性分析表明，CO2通量对a1 (气孔导度的参数)、Vcmax、Ca (大气CO2浓度)变化的响应较强，而H2O通量对a1、LAI (叶面积指数)、Ta (气温)变化的响应较强。CO2通量对Ca的变化最为敏感，而H2O通量对其它环境因子的响应程度均高于CO2通量。与将冠层分为20层的方法相比，5层方法（Gaussion五点积分法）得到的碳吸收量和蒸发散量分别低估了25.3%和11.1%。这两种分层方法产生的差异，主要来自于不同层的辐射吸收和权重分配。

干旱胁迫与施N条件下白刺花（Sophora davidii）幼苗生长及其适应机制

干旱环境常常由于多变的降水事件和贫瘠土壤的综合作用，表现出较低的生产力和较低的植被覆盖度。全球性的气候变暖和人类干扰必将使得干旱地区缺水现状越来越严竣。贫瘠土壤环境中已经很低的有效养分含量也将会随着干旱的扩大而越来越低。干旱与半干旱系统中不断加剧的水分与养分的缺失将严重限制植物的生长和植被的更新，必然会使得已经恶化的环境恶化速率的加快、恶化范围的加大。如何抑制这种趋势，逐步改善已经恶化的环境是现在和将来干旱系统管理者面临的主要关键问题。了解干旱系统本土植物对未来气候变化的适应机制，不仅是植物生态学研究的重要内容，也对人为调节干旱环境，改善干旱系统植被条件，提高植被覆盖度具有重要的实践意义。 本研究以干旱河谷优势灌木白刺花（Sophora davidii）为研究对象，通过两年大棚水分和施N控制实验和一个生长季野外施N半控制实验，从植物生长－生理－资源利用以及植物生长土壤环境特征入手，系统的研究了白刺花幼苗生长特性对干旱胁迫和施N的响应与适应机制，并试图探讨施N是否可调节干旱系统土壤环境，人工促进干旱条件下幼苗定居，最终贡献于促进植被更新实践。初步研究结论如下： 1）白刺花幼苗生长、生物量积累与分配以及水分利用效率对干旱胁迫和施N处理的适应白刺花幼苗株高、基径、叶片数目、叶面积、根长、生物量生产、相对含水量和水分利用效率随着干旱胁迫程度的增加而明显降低，但地下部分生物量比例和R/S随着干旱胁迫程度的增加而增加。轻度施N处理下幼苗株高、基径、叶片数目、叶片面积和生物量生产有所增加。但重度施N处理下这些生长指标表现出微弱甚至降低的趋势。严重干旱胁迫条件下，幼苗叶面积率、R/S、相对含水量和水分利用效率也以轻度施N处理为最高。 2）白刺花幼苗叶片光合生理特征对干旱胁迫和施N处理的适应叶片光合色素含量和叶片光合效率随着干旱胁迫程度的增加而显著降低，并且PS2系统在干旱胁迫条件下表现出一定程度的光损害。但是比叶面积随着干旱胁迫程度的增加而增加。在相对较好水分条件下幼苗净光合速率的降低可能是因为气孔限制作用，而严重干旱胁迫条件下非气孔限制可能是导致幼苗叶片光合速率下降的主要原因。叶片叶绿素含量、潜在光合能力、羧化效率、光合效率以及RUBP再生能力等在施N处理下得到提高，并因而改善干旱胁迫条件下光合能力和效率。虽然各荧光参数对施N处理并无显著的反应，但是干旱胁迫条件下qN和Fv/Fm在轻度施N处理下维持相对较高的水平，而两年连续处理后在严重干旱胁迫条件下幼苗叶片光合效率受到重度施N处理的抑制，并且Fv/Fm和qN也在重度施N处理下降低。 3）白刺花幼苗C、N和P积累以及N、P利用效率对干旱胁迫和施N处理的适应白刺花幼苗C、N和P的积累，P利用效率以及N和P吸收效率随干旱胁迫程度的增加而显著降低，C、N和P的分配格局也随之改变。在相同水分处理下，C、N和P的积累量、P利用效率以及N和P吸收效率在轻度施N处理下表现为较高的水平。然而，C、N和P的积累量和P利用效率在重度施N处理下不仅没有表现出显著的正效应，而且有降低的趋势。另外，在相同水分条件下白刺花幼苗N利用效率随着施N强度的增加而降低。 4）白刺花幼苗生长土壤化学与微生物特性对干旱胁迫和施N的适应白刺花幼苗生长土壤有机C、有效N和P含量也随干旱胁迫程度的增加而明显降低。干旱胁迫条件下土壤C/N、C/P、转化酶、脲酶和碱性磷酸酶活性的降低可能表明较低的N和P矿化速率。尽管微生物生物量C、N和P对一个生长季干旱胁迫处理无显著反应，但微生物生物量C和N在两年连续干旱胁迫后显著降低。土壤有机C和有效P含量在轻度施N处理下大于重度施N处理，但是有效N含量随着施N强度的增加而增加。微生物生物量C和N、碱性磷酸酶和转化酶活性也在轻度施N处理下有所增加。但是碱性磷酸酶活性在重度施N处理下降低。 5）野外条件下白刺花幼苗生长特征及生长土壤生化特性对施N的适应植物生长、生物生产量、C的固定、N、P等资源的吸收和积累、其它受限资源的利用效率（如P）在轻度施N处理下均有所增加，但N利用效率有所降低。幼苗生物生产量及C、N和P等资源的分配格局在轻度施N处理下也没有明显的改变。白刺花幼苗叶片数目、生物生产量和C、N、P的积累量在重度施N处理下虽然也相对于对照有所增加，但幼苗根系长度显著降低。生物量及资源（生物量、C、N、P）在重度施N处理下较多地分配给地上部分（主要是叶片）。另外，土壤有机C、全N和有效N含量随外源施N的增加而显著增加，土壤pH随之降低，但土壤全P含量并无显著反应。其中有机C含量和有效P含量以轻度施N处理最高。微生物生物量C、N和P在轻度施N处理下也显著增加，而微生物生物量C在重度施N处理下显著降低。同时，转化酶、脲酶、碱性磷酸酶和中性磷酸酶活性在施N处理下也明显的提高，但酸性磷酸酶和过氧化氢酶活性显著降低，其中碱性磷酸酶和中性磷酸酶活性以轻度施N处理最高。 综合分析表明，干旱河谷水分和N严重限制了白刺花幼苗的生长。施N不能完全改变干旱胁迫对白刺花幼苗的抑制的作用，但是由于施N增加土壤N有效性，改善土壤一系列生物与化学过程，幼苗的生长特性也对施N表现出强烈的反应，表现为植物结构与资源分配格局的改善，植物叶片光合能力与效率的提高，植物生长以及利用其他受限资源（如水分和P）的效率的增加，致使植物自身生长及其生长环境在干旱环境下得到改善。但是过度施N不仅不能起到改善干旱胁迫下植物生长环境、促进植物生长的作用，反而在土壤过程以及植物生长过程中加重干旱胁迫对植物的伤害。因此，建议在采用白刺花作为先锋种改善干旱河谷系统环境的实践中，可适当施加N以改善土壤环境，调节植物利用与分配资源的效率，促进植物定居，得到人工促进种群更新的目的。但在实践过程中也要避免过度施N。 Arid regions of the world are generally noted for their low primary productivity which is due to a combination of low, unpredictable water supply and low soil nutrient concentrations. The most serious effects of global climate change and human disturbances may well be those which related to increasing drought since drought stress has already been the principal constraint in plant growth. The decline in total rainfall and/or soil water availability expected for the next decades may turn out to be even more drastic under future warmer conditions. Nevertheless, water deficit is not the only limiting factor in arid and semiarid environments. Soils often suffer from nutrient (especially N and P) deficiencies in these ecosystems, which can also be worsened by climate change. How to improve the poor soil quality and enhance the vegetation coverage is always the problem facing ecosystem managers. The adaptive mechanisms of native plant to future climate change is always the focus in plant ecology, it also plays important roles in improving vegetation coverage by manual controlled programmes. Sophora davidii is a native perennial shrub of arid valleys, which is often predominant on eroded slopes and plays a vital role in retaining ecological stability in this region. It has been found that S. davidii was better adapted to dry environment than other shrubs, prompting its use for re-vegetation of arid lands. A two-years greenhouse experiment and a field experiment were conducted in order to understand the adaptation responses of Sophora davidii seedlings to different water and N conditions, and further explore if additional N supply as a modified role could enhance the adaptation ability of S. davidii seedlings to dry and infertile environment. Two-month old seedlings were subjected to a completely randome design with three water (80%, 40% and 20% water field capacity (FC)) and three N supply (N0: 0, Nl: 92 and Nh: 184 mg N kg-1 soil) regimes. Field experiment was arranged only by three N supplies in the dry valley. 1) The growth, biomass partitioning and water-use efficiency of Sophora davidii seedlings in respond to drought stress and N supply Seedlings height, basal diameter, leaf number, leaf area, root length, biomass production, relative water content (RWC) and WUE were decreased with increase of drought stress. An increase in below-ground biomass was observed indicating a higher root/shoot ratio (R/S) under drought stress conditions. Low N supply increased seedlings height, basal diameter, leaf number, leaf area, and biomass production, but decreased root length. In contrast, these growth characteristics showed little or negative effect to high N supply treatment. Leaf percentages increased with increase of N supply, but fine root percentages decreased. In addition, Low N supply rather than the other two N treatments increased leaf area ratio (LAR), leaf/fine root mass ratio (L/FR), R/S and RWC under severe drought stress (20%FC), even though these parameters could increase with the high N supply treatment under well-watered condition (80%FC). Moreover, Low N supply also increased WUE under three water conditions, but high N supply had little effect on WUE under drought stress conditions (40%FC and 20%FC). 2) Leaf gas exchange and fluorescence parameters of Sophora davidii seedlings in respond to drought stress and N supply Leaf area (LA), photosynthetic pigment contents, and photosynthetic efficiency were decreased with increase of drought stress, but specific leaf area (SLA) increased. Photodamage in photosystem 2 (PS2) was also observed under drought stress condition. The decreased net photosynthetic rate (PN) under relative well-watered water conditions might result from stomatal limitations, but the decreased PN under other hand, photosynthetic capacity by increasing LA, photosynthetic chlorophyll contents, Pnmax, CE, Jmax were increased with increase N supply, and photosynthetic efficiency was improved with N supply treatment under water deficit. Although N supply did a little in alleviating photodamages to PS2 caused by drought stress, low N supply enhanced qN and kept relative high Fv/Fm under drought stress condition. However, high N supply inhibited leaf photosynthetic efficiency, and declined Fv/Fm and qN under severe drought stress condition after two year continues drought stress and N supply. 3) Carbon accumulation, nitrogen and phosphorus use efficiency of Sophora davidii seedlings in respond to drought stress and N supply C, N and P accumulation, NUE , N and P uptake efficiency (NUtE and NUtE ) P N P were decreased with increase of drought stress regardless of N supply. On the other hand, the S. davidii seedlings exhibited strong responses to N supply, but the responses were inconsistent with the various N supply levels. Low N supply rather than the other two N treatments increased C, N and P accumulation, improved NUEP, NUtE and NUtE under corresponding water condition. In contrast, high N supply N P did few even depressed effects on C, N and P accumulation, and NUEP, although NUtEN and NUtEP could increase with high N supply under corresponding water conditions. Even so, a decrease of NUEN was observed with increase of N supply under corresponding water conditions. 4) Soil microbial and chemical characters in respond to drought stress and N supply The content of soil organic C, available N and P were decreased with increase of drought stress. Decreases in C/N and C/P, and invertase, urea and alkaline phosphatase activity were also observed under drought stress conditions, indicating a lower N and P mineralization rate. Although microbial biomass C, N and P showed slight responses to drought stress after one growth period treatment, microbial biomass C and N were also decreased with increase of drought stress after two year continuous treatment. The content of soil organic C and available P showed the stronger positive responses to low N supply than which to high N supply, although than the other two N treatments increased microbial biomass N and invertase activity under severe drought stress condition, even though invertase activity could increase with high N supply treatment under relative well-water conditions. Moreover, low N supply treatment also increased C/P and alkaline phosphatase activity which might result from higher P mineralization, but high N supply did negative effects on alkaline phosphatase activity. 5) The growth characteristics of Sophora davidii seedlings and soil microbial and chemical characters in respond to N supply under field condition Low N supply facilitated seedlings growth by increasing leaf number, basal diameter, root length, biomass production, C, N and P accumulation and absorption, and enhancing the use efficiency of other limited resources as P. Compared to control, however, low N supply did little effect on altering biomass, C, N and P portioning in seedlings components. On the contrary, high N supply treatment also increased leaf number, biomass and C, N and P accumulation relative to control, but significantly decreased root length, and altered more biomass and resources to above-ground, which strongly reduced the ability of absorbing water under drought condition, and thus which might deep the drought stress. In addition, N supply increased soil C, N and available N content, but declined pH and showed little effects on P content. Low N supply showed higher values of soil C and available P content. Low N supply also increased microbial biomass C, N and P, although high N supply decreased microbial biomass C. N supply significantly enhanced soil invertase, urea, alkaline and neutral phosphratase activity, while declined acid phosphratase and catalase activity. Low N supply exhibited higher alkaline and neutral phosphratase activity compared to the others. The results from this study indicated that both drought and N limited the growth of S. davidii seedlings and their biomass production. Regardless of N supply levels, drought stress dramatically reduced the seedlings growth and biomass production. Although plant growth parameters, including basal diameter, height, leaf number, and biomass and their components were observed to be positive responses to low N supply, N supply alone can not alter the diminishing tendency which is caused by drought. available N content increased with increase N supply. In addition, low N supply rather These findings imply that drought played a primary limitation role and N was only the secondary. Even so, appropriate N supply was seemed to enhance the ability that S. davidii seedlings adapted to the xeric and infertile environment by improving soil processes, stimulating plant growth, increasing recourses accumulation, enhancing use efficiency of other limited resources, and balancing biomass and resources partitioning. Appropriate N supply, therefore, would be recommended to improve S. davidii seedling establishment in this region, but excess N supply should be avoided.

高浓度CO_2对红松(Pinuskoraiensis)针叶光合生理参数的影响

以开顶箱内经过6个生长季高浓度CO2处理的原位土壤种植的红松幼树为实验对象,研究了500μmolmol-1CO2对针叶光合作用及相应光合参数的影响。实地条件下测定了净光合速率(PN)对光合有效辐射(PAR)及胞间CO2浓度(Ci)的响应曲线,根据光合作用的生化模型,推算出了Rubisco活性或数量限制的最大羧化速率(VCmax)和光饱和条件下由RuBP再生能力限制的最大电子传递速率(Jmax),以及表观量子产量(AQY)和最大净光合速率(Pmax)等。500μmolmol-1CO2使红松针叶的VCmax降低了4%,Jmax和Jmax/VCmax比分别增加了27%和18%,均与对照差异不显著,所以红松针叶经过6个生长季高浓度CO2处理仍未发生光合驯化。在各自生长条件下测定的PN-PAR响应曲线表明,500μmolmol-1CO2使Pmax增加了94%,AQY增加了21%,Pmax增长高于AQY和Jmax的增加比例,说明500μmolmol-1CO2使红松针叶对光的利用效率增强。500μmolmol-1CO2下的最大气孔导度(gsmax)和最大蒸腾速率(Emax)与对照比增加了一倍,与Pmax增加的幅度接近。500μmol mol-1CO2下和对照条件下的Ci/Ca比均随环境CO2浓度(Ca)增加呈非线性下降趋势,在较低Ca处(Ca≤200μmol mol-1),500μmol mol-1CO2使Ci/Ca比下降了1%~7%,较高Ca处(Ca≥300μmol mol-1),500μmol mol-1CO2使Ci/Ca比增加了5%~20%。CO2浓度变化会改变Ci/Ca比,由于气孔的调节作用,Ci/Ca比最终还是要维持在一恒定范围,且气孔对较低的CO2浓度更敏感。

High-affinity NO(3-)-H+ cotransport in the fungus Neurospora:induction and control by pH and membrane voltage

High-affinity nitrate transport was examined in intact hyphae of Neurospora crassa using electrophysiological recordings to characterize the response of the plasma membrane to NO3- challenge and to quantify transport activity. The NO3(-)-associated membrane current was determined using a three electrode voltage clamp to bring membrane voltage under experimental control and to compensate for current dissipation along the longitudinal cell axis. Nitrate transport was evident in hyphae transferred to NO3(-)-free, N-limited medium for 15 hr, and in hyphae grown in the absence of a nitrogen source after a single 2-min exposure to 100 microM NO3-. In the latter, induction showed a latency of 40-80 min and rose in scalar fashion with full transport activity measurable approx. 100 min after first exposure to NO3-; it was marked by the appearance of a pronounced sensitivity of membrane voltage to extracellular NO3- additions which, after induction, resulted in reversible membrane depolarizations of (+)54-85 mV in the presence of 50 microM NO3-; and it was suppressed when NH4+ was present during the first, inductive exposure to NO3-. Voltage clamp measurements carried out immediately before and following NO3- additions showed that the NO3(-)-evoked depolarizations were the consequence of an inward-directed current that appeared in parallel with the depolarizations across the entire range of accessible voltages (-400 to +100 mV). Measurements of NO3- uptake using NO3(-)-selective macroelectrodes indicated a charge stoichiometry for NO3- transport of 1(+):1(NO3-) with common K(m) and Jmax values around 25 microM and 75 pmol NO3- cm-2sec-1, respectively, and combined measurements of pHo and [NO3-]o showed a net uptake of approx. 1 H+ with each NO3- anion. Analysis of the NO3- current demonstrated a pronounced voltage sensitivity within the normal physiological range between -300 and -100 mV as well as interactions between the kinetic parameters of membrane voltage, pHo and [NO3-]o. Increasing the bathing pH from 5.5 to 8.0 reduced the current and the associated membrane depolarizations 2- to 4-fold. At a constant pHo of 6.1, driving the membrane voltage from -350 to -150 mV resulted in an approx. 3-fold reduction in the maximum current and a 5-fold rise in the apparent affinity for NO3-. By contrast, the same depolarization effected an approx. 20% fall in the K(m) for transport as a function in [H+]o. These, and additional results are consistent with a charge-coupling stoichiometry of 2(H+) per NO3- anion transported across the membrane, and implicate a carrier cycle in which NO3- binding is kinetically adjacent to the rate-limiting step of membrane charge transit. The data concur with previous studies demonstrating a pronounced voltage-dependence to high-affinity NO3- transport system in Arabidopsis, and underline the importance of voltage as a kinetic factor controlling NO3- transport; finally, they distinguish metabolite repression of NO3- transport induction from its sensitivity to metabolic blockade and competition with the uptake of other substrates that draw on membrane voltage as a kinetic substrate.

NMR studies of strong hydrogen bond to fluoride ion

Systems such as MF/diol (M = alkali metal) and }1F/carboxylic acid were subjected to IH, I9F and 13C nmr study to investigate the nature of the very strong H-bonding of fluoride ions with these systems. Evidence indicates a strong H-bond in diol-fluoride systems (~H ~ -(56) kJ mol-I) which is stronger than most 'typical' H-bonds (~H = -(12-40) kJ mol-I), but weaker than that reported for carboxylic acid-fluoride systems (~H ~ -(120) kJ mol-I). Approximate fluoride H-bonded shifts (o(OH)OHF) were evaluated for MF/diol systems from IH chemical shift measurements. No direct correlation was observed between I9F chemical shift and H-bond strength. Thermodynamic parameters were calculated from temperature dependent IH and 19F shifts. Preliminary studies of BUn 4NF-acetylacetone by I9F nmr were conducted at low temperatures and a possible Jmax (ca. 400 Hz) is reported for the fluoride ion H-bonded to acetylacetone. Highfield shift for non-protonated carbons and downfield shift for protonated carbons were observed in carboxylic acid/KF systems. Significant decreas$in I3C TI due to strong H-bonding to fluoride ions were also detected in both diol and carboxylic acid systems. Anomalous results were obtained, such as increasing NOE with increasing temperature in neat 1,2-ethanediol (values above the theoretical maximum of 1.988) and in 1,2-ethanediol/KF. The large 13C NOE's for carboxy carbons in neat carboxylic acids which are. further enhanced by the addition of KF are also unusual.

J-measure based hybrid pruning for complexity reduction in classification rules

Prism is a modular classification rule generation method based on the ‘separate and conquer’ approach that is alternative to the rule induction approach using decision trees also known as ‘divide and conquer’. Prism often achieves a similar level of classification accuracy compared with decision trees, but tends to produce a more compact noise tolerant set of classification rules. As with other classification rule generation methods, a principle problem arising with Prism is that of overfitting due to over-specialised rules. In addition, over-specialised rules increase the associated computational complexity. These problems can be solved by pruning methods. For the Prism method, two pruning algorithms have been introduced recently for reducing overfitting of classification rules - J-pruning and Jmax-pruning. Both algorithms are based on the J-measure, an information theoretic means for quantifying the theoretical information content of a rule. Jmax-pruning attempts to exploit the J-measure to its full potential because J-pruning does not actually achieve this and may even lead to underfitting. A series of experiments have proved that Jmax-pruning may outperform J-pruning in reducing overfitting. However, Jmax-pruning is computationally relatively expensive and may also lead to underfitting. This paper reviews the Prism method and the two existing pruning algorithms above. It also proposes a novel pruning algorithm called Jmid-pruning. The latter is based on the J-measure and it reduces overfitting to a similar level as the other two algorithms but is better in avoiding underfitting and unnecessary computational effort. The authors conduct an experimental study on the performance of the Jmid-pruning algorithm in terms of classification accuracy and computational efficiency. The algorithm is also evaluated comparatively with the J-pruning and Jmax-pruning algorithms.

The effect of region of application on absorption of ethanol and hexanol through canine skin

The effect of region of application on the percutaneous penetration of solutes with differing lipophilicity was investigated in canine skin. Skin from the thorax, neck, back, groin, and axilla regions was harvested from Greyhound dogs and placed in Franz-type diffusion cells. Radiolabelled (C-14) ethanol (Log P 0.19) or hexanol (Log P 1.94) was applied to each skin section for a total of 5 h. The permeability coefficient (k(P), cm h(-1)) and residue of alcohol remaining in the skin were significantly (P = 0.001) higher for hexanol compared to ethanol. In contrast, ethanol had a far greater maximum flux (J(max), mol (cm(2))(-1) h(-1)) than hexanol (P = 0.001). A comparison of regional differences shows the k(P) and Jmax for ethanol in the groin was significantly lower (P = 0.035) than the back. The k(P) and Jmax for hexanol were significantly higher (P = 0.001) in the axilla than the other four skin sites. An understanding of factors influencing percutaneous drug movement is important when formulating topical preparations for the dog. (C) 2003 Elsevier Ltd. All rights reserved.