基于地形因子和随机森林的丘陵区农田土壤有效铁空间分布预测

为了掌握丘陵地区农田土壤有效铁含量及其空间分布,本文以重庆市江津区永兴镇内同源成土母质的典型丘陵(2 km2)为研究区,采集309个土壤样点,利用普通克里格(Ordinary Kriging,OK)、多元线性回归(Multiple Linear Regression,MLR)、随机森林(Random Forest,RF)模型,结合高程、坡度、坡向、谷深、平面曲率、剖面曲率、汇聚指数、相对坡位指数、地形湿度指数等地形因子对土壤有效铁进行空间分布预测,并通过85个验证点评价、筛选预测模型。结果表明:1)土壤有效铁与谷深、地形湿度指数存在极显著水平正相关关系,与坡度、平面曲率、剖面曲率、汇聚指数、相对坡位指数存在极显著水平负相关关系。2)随机森林模型的预测精度明显高于多元线性回归和普通克里格插值,其平均绝对误差为22.33 mg·kg-1、均方根误差为27.98 mg·kg-1、决定系数为0.76,是研究区土壤有效铁含量空间分布的最适预测模型。3)地形湿度指数和坡度是影响该区域土壤有效铁含量空间分布的主要地形因子。土壤有效铁与坡度、谷深、平面曲率、剖面曲率、汇聚指数、相对坡位指数、地形湿度指数均达到极显著水平相关关系。4)研究区土壤有效铁含量范围为3.00~276.97 mg?kg-1,水田有效铁含量大于旱地;土壤有效铁具有较强的空间相关性,土壤有效铁含量空间变异主要受到结构性因素的影响。可见,基于地形因子的随机森林预测模型可以较好地解释丘陵区农田土壤有效铁含量的空间变异,研究结果为丘陵区土壤中、微量元素含量及空间分布预测提供方法借鉴和理论依据。     

安徽省皖南山区农田表层土壤有机碳空间变异及其影响因素——以宣州区为例

以安徽省皖南山区宣城市宣州区为代表,运用统计学方法、地统计学方法和GIS技术研究了农田表层(0~20 cm)土壤有机碳(SOC)含量的空间分布及其影响因子。统计结果表明:研究区SOC含量为7.69±3.07 g kg-1,SOC变异系数为39.88%,属于中等变异程度。地统计分析结果表明,研究区SOC半方差模型为球状模型,存在中等的空间自相关性,随机性因子和结构性因子对其空间变异的影响同样重要。SOC含量在空间分布上表现为由东北向西南递减,大致呈斑块状分布。地形、土壤颗粒组成和秸秆还田是影响SOC空间变异的主要因素。     

荒漠草原植物多样性分布格局对微地形尺度环境变化的响应

采用地统计学方法,以荒漠草原自由放牧草地3种典型"覆沙—侵蚀"微地形地貌为对象,研究不同微地形地貌区域草地植物多样性分布格局对土壤养分、地表枯落物和羊粪量、地表微高程等环境因子的响应。结果表明:微地形坡面面积比例70%,地表微高程变化属中等变异强度(CV1),表层土壤粗沙粒含量为80%,植被盖度为20%时,地表枯落物、土壤全磷和全氮、地表微高程深刻影响着植物多样性空间异质性分布格局。微地形坡面面积比例为50%,地表微高程变化属强度变异(CV1),表层土壤粗沙粒含量为70%,植被盖度40%时,土壤全磷、地表微高程显著影响植物多样性分布格局特征。荒漠草原风蚀作用形成的"覆沙—侵蚀"微地形地貌引起各非生物要素在空间上的重新分配作用,显著影响植物群落多样性的空间异质性特征。不同微地形地貌特征约束条件下,植物多样性分布格局是各非生物要素共同作用的结果,但对不同环境要素的响应程度存在较大差异,这种差异性很可能与放牧干扰强度存在密切相关性。     

新疆察布查尔县农耕层土壤养分空间特征及其与地形因子的关系

[目的]研究土壤养分的空间变异程度、分布规律以及与地形因子间的相关关系,为干旱区绿洲农业的施肥区划、土壤资源的可持续利用及精准农业的推广等提供理论依据。[方法]以新疆伊犁河谷典型绿洲区察布查尔县为研究区,应用GIS技术与地统计学相结合的方法,研究伊犁河谷典型绿洲区农耕层土壤养分的空间分布特征及变异规律,并进一步应用典范对应分析(CCA)技术,对土壤养分空间变异与地形因子的关系进行分析。[结果](1)有机质、碱解氮、速效钾含量的变异系数介于24.22%~46.76%,属于中等变异,而速效磷的变异系数为107.51%,属于强变异;区域内存在中等和较强程度的空间自相关性,且速效钾的空间自相关性稍强,碱解氮的空间自相关性稍弱;(2)土壤养分在空间分布上多呈斑块状。有机质在东部相对含量较低;碱解氮中部含量相对较低且在东西方向上变异较强烈;速效磷在东北和西南方向上相对较低;速效钾在中部偏北和东南方向上相对较低且在东部变异较强烈。(3)碱解氮与高程和地形起伏度呈极显著正相关(p0.01),有机质与坡度、地形起伏度呈显著负相关(p0.05),速效钾与平面曲率、剖面曲率呈正相关关系。(4)高程、坡度、地形起伏度、剖面曲率是影响该区域土壤养分空间分布的主要地形因子。[结论]在今后的农业施肥过程中,适当增加东部有机肥的投入,应适当增加中部氮素的输入,应适当增加东北方向上磷钾元素的注入。     

皖北平原蒙城县农田土壤有机碳空间变异及影响因素

以皖北平原典型农业生产大县亳州市蒙城县为代表,运用统计学、地统计学方法和GIS技术研究了其农田耕作层(0～20 cm)土壤有机碳(SOC)含量的空间分布及其影响因子。结果表明:研究区SOC含量为10.41±2.52 g kg-1,近30年来提高了55.61%,SOC变异系数为24%,属于中等变异程度。SOC含量在空间分布上表现为东北部、中部和西南部含量高,由西北向东南先逐渐增加后逐渐降低,变异程度较高。整个县域范围内SOC空间变异的主要影响因素为土壤机械组成(粉粒和砂粒含量),其次为秸秆还田。     

黄土高原丘陵区地形和土地利用对土壤有机碳的影响

土壤有机碳(SOC)作为土壤中重要的组成部分及植物生长的主要元素,在地球生态系统中起着举足轻重的作用,是全球环境尤其是气候变化的重要影响因素。以黄土高原王茂沟小流域为研究对象,通过间隔为150m经纬网格分5层采集0～100cm土壤样品,采集土壤样品包括4种地形(坡顶、坡上、坡中、坡下)和5种土地利用类型(坡耕地、林地、草地、灌木、梯田),共采集土壤样品1 540个,探讨地形和土地利用方式对黄土丘陵沟壑区小流域SOC含量和分布影响,并通过Kriging插值计算流域内SOC空间分布。结果表明,黄土丘陵第一副区王茂沟小流域在0～100cm土层中,SOC平均含量坡上(4.49g·kg~(-1))和坡中(4.30 g·kg~(-1))含量最高,其次为坡下(3.97 g·kg~(-1)),坡顶SOC含量最低(3.34g·kg~(-1));坡耕地SOC含量最低。林地(4.31 g·kg~(-1))、梯田(4.25 g·kg~(-1))、草地(4.12 g·kg~(-1))和灌木(3.82 g·kg~(-1))分别较坡耕地(3.47 g·kg~(-1))SOC含量增加24.2%、22.4%、18.7%和10.1%。表层SOC更易受到环境因子的影响,梯田等水土保持措施可明显固存深层(20cm)SOC。方差成分估计表明,土地利用、地形、深度以及土地利用与地形的交互作用对流域剖面SOC含量空间分布有着极显著的影响(P0.01),其中地形对SOC含量的贡献率最高(32.50%)。土地利用与地形的交互作用在各因子的交互作用中表现出对SOC含量变异解释度最高(7.4%)。流域SOC在空间上呈斑块分布,随着深度的增加,流域SOC的空间分布向均一性发展。研究结果为黄土区水土保持措施规划及退耕还林的固碳效益评价提供了科学依据。     

大岗山流域土壤碳氮要素空间分布特征及影响因素

为了探究江西大岗山流域土壤碳氮要素的空间异质性分布规律,以该流域表层土壤为研究对象,基于GIS平台,建立土壤有机碳(SOC)和全氮(STN)与植被及地形因子的相关关系模型,从而分析流域土壤碳氮要素的空间分布特征及其影响因素:1)流域表层SOC和STN的平均值为25.55和1.61 g/kg,变异系数分别为64.16%和28.37%,均属于中等程度变异。2)植被和地形因子与SOC和STN具有较高的空间相关性,基于归一化植被指数(NDVI)、海拔和地形湿度指数的流域表层土壤构建了SOC和STN的空间分布图——碳氮要素分布均呈现由西北向东南逐渐减少的趋势。3)流域表层的SOC和STN与汇流动力指数和沉积物运移指数呈显著负相关关系,而与NDVI、海拔、坡度和地形湿度指数呈显著正相关关系。因此,植被和地形因子显著影响大岗山流域SOC和STN的空间异质性分布。研究结果可为我国南方红壤区森林植被土壤碳氮等要素的空间分布规律研究和水土流失综合治理效益的定量评价提供参考。     

渝东南农田土壤有机碳空间分布特征及影响因素

为评价区域农田土壤肥力及优化农业生产管理措施,选取渝东南地区黔江区为研究区域,基于重庆市测土配方施肥的615个表层(0~20 cm)土样数据,运用地统计学和地理信息系统(GIS)相结合的方法分析黔江区土壤有机碳(SOC)的空间分布特征及其影响因素。结果表明,研究区土壤表层SOC含量为13.27 g·kg^-1,变异系数为31.44%,具有中等程度的空间变异且空间自相关范围较大。块金效应为45.59%,空间分布受结构性因素和随机性因素的共同影响。研究区SOC分布呈斑块状,总体表现为东高西低。方差分析和回归分析表明,成土母质、土壤类型、土地利用方式及坡度、坡向对SOC的空间分布的影响极显著(P<0.01),土壤质地、海拔高度的影响显著(P<0.05)。随着海拔的增加,土壤中SOC含量也逐渐增加。而随着坡度增加,土壤中SOC含量呈先降低后增加的趋势。本研究结果为渝东南农田SOC管理及农作物合理施肥提供了理论依据。     

亚热带红壤丘陵区典型景观单元土壤养分的空间变异

基于区域化变量理论和地理信息系统的空间分析功能,应用地统计学的半变异函数定量分析了亚热带红壤丘陵区典型景观单元土壤养分的空间异质性特征。结果表明,土壤有机碳和全磷的理论模型为球状模型、全氮为高斯模型、土壤pH为指数模型。在60m步长间隔尺度下,土壤有机碳、全氮和pH有强烈的空间相关性,土壤全磷空间相关性为中等程度。4种土壤养分的空间自相关范围具有明显的差异,有机碳的有效变程最大(为261m),全氮(208m)和pH(156m)次之,全磷的有效变程最小(133m)。其空间自相关范围的差异由本身的养分、土地利用格局、地形和人为管理措施等因素所决定。在GIS支持下,采用Kriging插值方法,分析景观单元内土壤养分的空间分布格局看出,土壤有机碳和全氮含量呈现出明显的条带状和斑块状的梯度变化,并表现出极为相似的空间分布格局;土壤全磷的空间分布随机性强,斑块变得更加琐碎并呈现镶嵌的星空状分布;土壤pH的空间分布格局处于其三者之间,没有表现出明显的条带状分布。总体上说,基于整个景观尺度的4种土壤养分的半方差拟合效果优于不同土地利用类型的拟合效果。     

巴中市丘陵山区土地利用在地形梯度上的分布特征

以巴中市2007年TM影像和1∶25万等高线为数据源,利用GIS空间分析功能,建立了巴中市土地利用数据库并生成了高程、坡度和地形位指数图。然后将高程梯度、坡度梯度和地形位梯度分别与土地利用景观数据进行分级叠加分析,并引入无量纲分布指数,探讨不同地形梯度下不同土地利用景观类型的分布特征。结果表明,林地主要分布在较高等级海拔,坡度较大,地形位较高的地形条件下;耕地和城乡居民用地受气候条件和水域分布的影响,多分布在低海拔,坡度平缓,地形位较低的地形条件下;未利用地中水域占绝大多数比例,其分布指数随着地形位指数、坡度等级、高程等级的增加逐渐趋近于0。草地对地形条件的选择性较强,主要分布在中等级高程、坡度和地形位的地形环境中。通过比较分析,可以看出综合了高程和坡度双重属性的地形位指数能更真实地反映不同土地利用景观类型空间特征及分布趋势。     

Role of selenium in mitigation of cadmium toxicity in pepper grown in hydroponic condition

Selenium (Se) is an essential element for humans but is not considered as essential for plants. However, its beneficial role in improving plant growth and stress tolerances is well established. In order to study the role of Se in cadmium (Cd) toxicity in pepper (Capsicum frutescens cv. Suryankhi Cluster), this experiment was carried out in greenhouse conditions. Treatments comprised Cd [0, 0.25, and 0.5 mM cadmium chloride (CdCl₂)] and Se [0, 3, and 7 µM sodium selenite (Na₂SeO₃)] with three replications. The result showed that Cd decreased chlorophyll a, chlorophyll b, and carotenoids, whereas Se supplementation diminished Cd toxicity on photosynthetic pigment. Selenium at 7 µM significantly increased the leaf area in the plants grown at 0.25 mM Cd. The application of Se at 3 µM with 0.25 mM Cd and Se at 3 µM and Se at 7 µM with 0.5 mM Cd increased the activity of catalase (CAT). Selenium at 7 µM decreased the proline content of pepper leaves exposed to Cd at 0.5 mM (30%). Selenium significantly enhanced the antioxidant activity of leaves, which was diminished by Cd toxicity. In general, Se has a beneficial effect on plant growth and is an antioxidant enzyme of pepper cv. Suryankhi Cluster under Cd stress and non-stress conditions.     

Accumulation of copper in soils and leaves of tomato plants in greenhouses in Turkey

Copper (Cu)‐containing fertilizers, fungicides, and bactericides has been used extensively in the greenhouses in the Antalya province in recent decades with the use of such materials tending to increase year by year. The level of DTPA‐extractable Cu was determined in 210 soils (0–20 and 20–40 cm depth) and 105 leaf samples obtained from 105 tomato greenhouses. The DTPA‐extractable Cu contents of the soils taken from the 0–20 depth ranged between 0.76 and 88.03 mg kg^‐1 (mean 7.79 mg kg^‐1). The percentage of soils containing DTPA‐extractable Cu greater than the critical toxicity level (20 mg kg^‐1) was 8.1. The Cu content of tomato leaf samples ranged between 2.4 and 1,490 mg kg^‐1 (mean 166.5 mg kg^‐1). The Cu concentration in leaf samples was very high due to the intensive use of foliar applied Cu‐containing chemicals. As a consequence, 24.8% of the leaf tomato samples analyzed contained over 200 mg Cu kg^‐1, the maximum accepted tolerance level. Therefore, it may be necessary to reduce the use of Cu‐containing pesticides and fertilizers, or at least reduce the amount of Cu‐containing fertilizers being used in those greenhouses where Cu‐containing pesticides have been or are being used.     

红壤区不同肥力水稻土根际硝化作用特征

通过根际培养箱(三室)——速冻切片技术研究了红壤地区高、低两种肥力下水稻苗期根表、根际和土体土壤矿质态氮含量和硝化强度,以及水稻生长、氮素积累的差异。结果表明,肥力水平对水稻根表和根际土壤铵态氮(NH4+-N)含量无显著影响,但高肥力显著提高土体土壤NH4+-N含量,以及根表、根际和土体土壤硝态氮(NO3--N)含量及硝化强度。两种肥力水稻土硝化强度最大值均出现在距根表2 mm处,分别为0.20和0.31μmol kg-1 h-1。土体土壤硝化强度随距根表距离增加而降低,低肥力土壤在距根表10～40mm处时硝化强度接近本底值,而高肥力土壤在距根表20～40 mm处时接近本底值。与不种水稻的CK相比,种植水稻显著提高根际土壤硝化强度。高肥力能显著改善水稻生长,增加植株氮素积累量,尤其显著促进根系生长及通气组织发育。由于红壤稻田肥力水平的差异造成水稻根际硝化强度以及水稻吸收NO3-的差异,导致高肥条件下水稻显示出更强的生长势和氮素吸收利用能力。因此,合理提高红壤稻田肥力水平对改善红壤区水稻根际土壤硝化作用及水稻氮素营养具有重要意义。     

Occurrence of Sexual Hormones in Sediments of Mangrove in Brazil

The presence of sexual hormones (female estrogens) was assessed in sediments of a mangrove located in the urban region of southern Brazil. The estrogens are involved in human sexual reproduction. They act as the chemical messengers, and they are classified as natural and synthetic. The estrogens inputs in the environment are from treated and untreated sewage. The presence of estrogens in sewage is excretion from the female due to natural production and use of contraceptives (synthetic estrogens). With the indiscriminate release of sewage into the environment, estrogens can be found in rivers, lakes, and even in oceans. In this work, the presence of estrone (E1), 17-??-estradiol (E2), and 17-??-ethynilestradiol (EE2) in eight sedimentary stations in Itacorubi mangrove located on Santa Catarina Island, south Brazil, was investigated. Historically, the Itacorubi mangrove has been impacted by anthropogenic activities because the mangrove is inserted in the urban area of the Florianopolis. The estrogen EE2, used as contraceptive, had the highest concentration in mangrove sediment, 129.75?±?3.89 ng/g. E2 was also found, with its concentration ranging from 0.90?±?0.03 to 39.77?±?1.19 ng/g. Following the mechanism, under aerobic or anaerobic conditions, E2 will first be oxidized to E1, which is further oxidized to unknown metabolites and finally to CO₂ and water (mineralized). EE2 is oxidized to unknown metabolites and also finally mineralized. Theoretically, under anaerobic conditions, EE2 can be reduced to E1 even in environments such as mangrove which is essentially anaerobic.     

自由基在鸡肾病发生中的作用研究

肾病即急性肾小管坏死.鸡肾病在养鸡生产中极为常见,尤其近年来,鸡肾病的发生日益增多,由于其发生机制不清楚,临床治疗鸡肾病的依据不足,致使治疗效果不佳,为此,提出本研究以探讨鸡肾病的发生机制,为本病防治提供理论依据.     

Meta-analysis in the Selection of Groups in Varieties of Citrus

Brazil is the largest producer of oranges (Citrus sinensis) in the world. The nutrient management of tree orchards is designed from experiments with a limited number of varieties. This knowledge is transferred to other varieties by diagnosing tissue nutrient composition and tree demand. Compositional data analysis has been first applied to tissue analysis of agricultural crops using centered log ratios with compositional nutrient diagnosis (CND-clr). The isometric log ratio (ilr) transformation is a new approach based on binary nutrient ratios and the principle of orthogonality (CND-ilr). We analyzed eleven nutrients: nitrogen (N), sulfur (S), phosphorus (P), potassium (K), calcium (Ca), magnesium (Mg), boron (B), copper (Cu), zinc (Zn), manganese (Mn), and iron (Fe) in leaf tissue samples across 108 commercial plots (thirty-one grow Valencia, twenty-two Hamlim, twenty Pera, and thirty-five Natal). Nutrients were partitioned between macro- and micronutrients as well as anionic and cationic species. The effect size of varieties over Valencia was quantified by the mean and standard deviation of ilr values across ilr coordinates. Specific varietal nutrient profiles and ilr norms were defined. The nutrient profile of orange varieties could be classified into homogeneous groups to take advantage of fertilizer trials conducted on varieties of the same group. The Aitchison distance and a perturbation vector could be instrumental for diagnostic purposes and nutrient management.     

Effect of iron-quercetin complex on reduction of nitrite in in vitro and in vivo systems

This study investigated whether reducing agents such as quercetin and iron(II) facilitate formation of nitric oxide (NO) gas from orally ingested nitrite in an vivo study. When 3 mg/kg Na (15)NO2 was orally administered to rats with or without iron(II) or quercetin, Hb (15)NO, which is indicative of systemic (15)NO, was detected in the blood, with the maximum blood concentration of Hb (15)NO at 15 min after nitrite or nitrite plus quercetin treatment, whereas after administration of nitrite plus iron(II) or nitrite plus iron(II) and quercetin, the time was shortened to 10 min. Interestingly, iron(II), quercetin, or iron(II) plus quercetin did not affect the total amount of Hb (15)NO generated from orally administered Na (15)NO2. However, the systemic nitrite concentration was significantly decreased in the presence of iron(II) or iron(II) plus quercetin. These results may indicate that iron(II) is critical to the generation of NO gas from nitrite, whereas quercetin contributed little under the in vivo experimental conditions.     

旱地果园水肥管理模式研究进展

分析了旱地果园水肥管理模式的研究进展和存在问题,指出水肥胁迫尤其是水钾已成为旱区果树高产稳产优质化的主要限制因子。在系统探讨旱地果园水分管理、养分管理、综合管理以及果树叶营养综合诊断施肥标准的基础上,提出了旱地果园的高效水肥管理模式。     

Role of aldehyde oxidase in the hepatic in vitro metabolism of 3-methylindole in pigs

The metabolism of 3-hydroxy-3-methylindolenine (HMI), a recently discovered metabolite of 3-methylindole (3MI, skatole) produced by porcine liver microsomes, was investigated in vitro using porcine liver cytosol. HMI was rapidly metabolized to a single product, 3-hydroxy-3-methyloxindole (HMOI), by porcine cytosol. By the use of the selective inhibitors menadione and quinacrine, it was shown that the enzyme responsible for the oxidation of HMI into HMOI was aldehyde oxidase (AO; aldehyde:oxygen oxidoreductase, EC 1.2.3.1). The activity of AO in the conversion of HMI to HMOI was measured in a population of pigs (n = 30) with a wide range of 3MI levels in back fat (0.07-0.30 mg/kg). AO activity was found to be negatively correlated (r = -0.70; P < 0.001) with the level of 3MI in fat. The results of the present study suggest that AO plays an important role in the metabolism of 3MI in the pig and that its catalytic activity is related to an adequate 3MI clearance.     

Development of hydromorphism in soils of agrolandscapes in the depressions of Western Ciscaucasia

The current state and rate of hydromorphism development in the soils of flat bottomed depressions in Western Ciscaucasia are assessed. The dynamics of the soil cover pattern on a plain with numerous mesoand microdepressions and on a watershed with weakly pronounced erosion relief were revealed. The relationship between the expansion of the waterlogged areas and the pattern of the soil cover of the agrolandscapes in the depressions was revealed. The dependence of the areas of excessively moistened sites on the changes in the topography was shown. The direction and parameters of the changes in the morphology, chemical composition, and hydrological properties of the degraded hydromorphic soils were investigated. The relationships between the density of the soils and the humus content and the composition of the exchangeable bases were studied. Methods for the assessment of the rates of the degradation processes based on the comparison of aerial photographs and soil maps for typical sites in the territory investigated are proposed. The specific features of decoding the aerial photographs of the soils in the depressions were revealed. The relations between the differences in the photos’ tone and the degree of the hydromorphic degradation of the soils were found. Promising methods for interpretation of aerial photographs with the help of image analysis programs can be recommended.