基于GIS和地统计学的土壤养分空间变异特征研究——以河北省遵化市为例

基于地理信息系统(GIS)和地统计学研究了河北省遵化市土壤表层(0～20cm)碱解氮、全氮、速效钾、速效磷和有机质等5种养分要素的空间变异规律.应用GIS能够将系统变量的属性数据同地理数据相结合,使大区域范围内进行地统计学分析变得较为方便.研究表明,全氮、碱解氮、速效磷、有机质变异函数曲线的理论模型符合球状模型,速效钾的理论模型表现为指数模型和有基台值的线性模型的套合结构;碱解氮、全氮、速效磷、有机质的空间变异主要是由随机性因素引起的,但程度有所差异,全氮和有机质由随机性因素引起的空间异质性程度较高,碱解氮和速效磷较低;速效钾的空间变异则主要是由结构性因素引起;5种养分要素的空间自相关程度都属于中等的空间自相关,但空间变异的尺度范围不同,碱解氮和速效磷变异尺度基本相近,为5和5.5km;全氮较大,为14.5km;有机质为8.5km;速效钾的变异尺度有两个,0～3.5km主要以指数模型为主,3.5～25.5km范围内以有基台值的线性模型为主.5种养分要素的各向同性的范围不同,碱解氮和速效磷在整个范围(0～28km)都表现出各向同性,全氮和有机质的其次,为0～10km;速效钾的较小,为0～8km.     

基于GIS和地统计学的土壤养分空间变异特征研究--以河北省遵化市为例

基于地理信息系统 (GIS)和地统计学研究了河北省遵化市土壤表层 ( 0～ 2 0cm )碱解氮、全氮、速效钾、速效磷和有机质等 5种养分要素的空间变异规律 .应用GIS能够将系统变量的属性数据同地理数据相结合 ,使大区域范围内进行地统计学分析变得较为方便 .研究表明 ,全氮、碱解氮、速效磷、有机质变异函数曲线的理论模型符合球状模型 ,速效钾的理论模型表现为指数模型和有基台值的线性模型的套合结构 ;碱解氮、全氮、速效磷、有机质的空间变异主要是由随机性因素引起的 ,但程度有所差异 ,全氮和有机质由随机性因素引起的空间异质性程度较高 ,碱解氮和速效磷较低 ;速效钾的空间变异则主要是由结构性因素引起 ;5种养分要素的空间自相关程度都属于中等的空间自相关 ,但空间变异的尺度范围不同 ,碱解氮和速效磷变异尺度基本相近 ,为 5和5 .5km ;全氮较大 ,为 14 .5km ;有机质为 8.5km ;速效钾的变异尺度有两个 ,0～ 3 .5km主要以指数模型为主 ,3 .5～ 2 5 .5km范围内以有基台值的线性模型为主 .5种养分要素的各向同性的范围不同 ,碱解氮和速效磷在整个范围 ( 0～ 2 8km )都表现出各向同性 ,全氮和有机质的其次 ,为 0～ 10km ;速效钾的较小 ,为 0～ 8km .     

The spatial variability of soil resources following long-term disturbance

The spatial distributions of selected soil properties in two adjacent sites in southwest Michigan were examined to evaluate the potential effects of chronic disturbance on resource heterogeneity. One site was a cultivated field that had been cleared, plowed, and cropped annually for decades prior to sampling while the other, uncultivated field was cleared of original forest in 1960 after which it was mown annually but never plowed or cropped. We took replicate samples from a 330-point unaligned grid across the sites for soil pH, gravimetric moisture, inorganic phosphorus, total carbon, and net nitrification and nitrogen mineralization potentials. Soils in the cultivated site contained less than half as much carbon as in the uncultivated site, but had higher levels of inorganic phosphorus and moisture, and higher soil pH. Potential net nitrogen mineralization and nitrification rates did not differ between sites. Geostatistical analysis showed that almost all properties examined were strongly autocorelated within each site; structural variance as a proportion of sample variance ranged from 30–95% for all properties, and for any given property differed little between sites. The distance over which this dependence was expressed, however, was for all properties but pH substantially less in the uncultivated site (7–26 m) as compared to the tilled site (48–108m), especially for total C and net nitrification and N mineralization. These results suggest that the spatial pattern and scale of soil variability can differ markedly among edaphically identical sites and that these differences can be related to disturbance history.     

华北太行山前平原农田土壤养分的空间变异性研究

采用地统计方法,分别对栾城县(面积约30490hm^2)和中国科学院栾城生态农业试验站示范区(15hm^2)农田耕层土壤养分的空间变异特征进行了研究．结果表明,在2个不同采样间距下,各土壤养分含量均具有空间相关性,县域范围近似以1km网格采样,最大相关距离为4．2～15．6km,在示范区以20m网格采样,则为112～223m;在同一采样间距下,土壤有机质、全氮、全磷、速效养分(N、P、K)含量的空间变异结构也各不相同,具有块金方差效应,半方差图分别遵从高斯和球函数模型．认识本区土壤的这种空间变异结构有助于实现对农田土壤养分的分区和合理管理．     

江门市新会区耕地土壤养分空间变异特征

运用地统计学方法,结合GIS技术研究了江门市新会区土壤pH值、有机质、阳离子交换量、全氮、有效磷和缓效钾种养分要素的空间分布特征.结果表明,各变量符合正态分布或经对数转换后符合正态分布.半方差函数分析结果显示,除全氮具有强空间相关外,其余均具有中等空间相关性.Kriging插值结果表明,研究区域耕地土壤pH值和阳离子交换量在东北部最高,有机质含量在中部和东北部较高;全氮含量在1.5～2.0g·kg^-1的面积占研究区域耕地面积的74.7%,主要分布于研究区域西部和东部地区;有效磷含量＞40mg·kg^-1的面积占研究区域耕地面积的48.7%,主要分布于研究区域东北部和西部;缓效钾含量在10～350mg·kg^-1的面积占研究区域耕地面积的48.1%,主要分布于研究区域东部、东北部和中部.     

田块尺度下土壤磷素的空间变异性

采用经典统计学与地统计学相结合的方法,对中国科学院沈阳生态实验站30 m×42 m样地进行网格法分层(0～10和10～20 cm)取样,研究了田块尺度下土壤全P和Olsen-P的空间变异特征.结果表明,49对样本土壤Olsen-P的变异系数(4.5%～5.42%)远高于全P(11.8%～13.33%);全P和Olsen-P具有较好的空间结构且具有较相近的空间相关距离.最佳理论模型的参数显示各变量空间变异主要受结构性因素的影响,各变量半方差变异函数的C/(C₀+C)均高于%.全P和Olsen-P之间及在2个土层之间均具有较相似的空间分布格局.变异系数结合空间格局分析可以大大降低试验取样的数量.     

黄土半干旱区坡地土壤水分、养分及生产力空间变异

通过田问取样,分析黄土半干旱丘陵区陡坡面土壤水分、养分及其生产力空间变异性及其相关关系．结果表明,坡面0～20cm土层土壤各养分含量均不同程度地高于20～40cm土层,但变异程度却明显低于20～40cm土层,且除全磷外,土壤养分变异程度均明显高于水分．20～40cm土层土壤养分沿坡面向下逐渐增大,而0～20cm沿坡面纵向差异较小．坡面浅沟沟槽处的土壤水分、养分条件最优,但其地上生物量却低于坡顶．虽然纵向坡度(35°～45°)明显大于横向(5°～10°),但横向坡位对土壤养分的影响却明显大于纵向(除20～40cm土层速效磷含量除外),而对水分的影响纵向大于横向．相关分析表明,0～120cm土壤水分与20～40cm土壤养分以及土壤养分之间(0～20cm速效磷除外)均呈极显著相关．坡位对土壤水分、养分及地上生物量有很大影响,但土壤水分、养分对生物量影响不显著．     

Changes in the spatial variation of soil properties following shifting cultivation in a Mexican tropical dry forest

The role of secondary vegetation in restoring soil fertility during shifting cultivation in the tropics is well known. Yet the effect of secondary succession on the spatial patterns of soil properties has received little attention. To determine whether changes in the plant community as a result of shifting cultivation affect the scale of spatial dependence for biologically important soil nutrients, we sampled three dry tropical forest stands in Campeche, Mexico. These stands represented a gradient of cultivation history: one mature forest stand, a forest fallow that had undergone one cultivation-fallow cycle, and a forest fallow that had undergone two cultivation-fallow cycles. We used an analysis of semivariance to quantify the scale and magnitude of spatial dependence for organic matter content (OM), phosphorus (P), potassium (K), and aluminum (Al) in each stand. The scale of spatial dependence varied with cultivation history, but the degree of spatial dependence did not differ among stands. In the mature forest P and K were autocorrelated over distances >7.5 m. In the forest fallows 48–88% of the variation in soil P and K was autocorrelated over distances up to 1.1–5.1 m. In contrast, the range of autocorrelation for Al (∼2.5 m) did not differ among stands. We conclude that shifting cultivation changes the range of autocorrelation for biologically important soil nutrients at a scale that may influence plant growth. The finer scaled pattern of soil nutrients in forest fallows is likely to persist with continued shifting cultivation, since fallows are cleared every 3–15 years.     

Effects of wind erosion on the spatial heterogeneity of soil nutrients in two desert grassland communities

Wind is known to affect the spatial heterogeneity of soil resources in arid and semiarid systems, but multi-year, quantified observations are largely absent. We studied the effects of wind erosion on the spatial distribution of soil organic carbon (SOC) and other soil nutrients at the Jornada Experimental Range, in southern New Mexico. Enhanced wind erosion was encouraged by grass cover reduction in a Sporobolus-mesquite dominated site (SM) and a Bouteloua-mesquite dominated site (BM). The scale and magnitude of spatial dependence for the soil analytes were quantified using geostatistical analyses. Results of this study show that soil organic matter related analytes such as SOC, TN, N_avail, and SO₄ ^2- are among the first to be eroded and redistributed; cations such as Ca²⁺ and Mg²⁺ may not be removed and redistributed significantly; and other ions such as K⁺, Na⁺ and Cl⁻ showed no discernible pattern of change. Geostatistics show that wind appeared to increase the scale of spatial autocorrelation, but decrease the scale of spatial dependence of most soil analytes over 2–3 windy seasons. In the wind enhanced plot of the SM site, up to 99% of the spatial dependence of SOC was autocorrelated at the distance of 1.45 m before the initiation of wind erosion, but the spatial dependence dropped significantly to only 60% at a larger autocorrelation distance of 2.76 m after three windy seasons. Similar but less significant changes were observed for SOC in the BM site. Despite the differential effects of wind on the soil analytes, we conclude that the overall results of wind on the grass cover reduction plots are the disappearance of small, strong fertile islands, which may be related to grasses; and the reinforcement of large fertile islands, which are likely related to mesquite shrubs. In addition, the change of the spatial patterns of SOC and other soil nutrients induced by enhanced wind erosion may persist and reinforce soil islands associated with shrubs, thus allowing a positive feedback for further desertification in this arid grassland.     

丘塘景观土壤养分的空间变异

理解土壤养分空间分布的异质性对于评价和管理土地资源具有重要意义。利用地理信息系统和地统计学方法定量研究了丘塘景观土壤养分的空间异质性特征。结果表明 ,土壤全氮的有效变程最大 (为 16 5 m) ,有机碳次之 (10 2 m) ,而全磷的变程最小(90 m)。土壤有机碳含量由高到低 5个不同级别的土壤面积与丘塘景观整个面积的比值的变化范围较小 (10 .5 4 %～ 2 3.15 % ) ,土壤全氮含量比值变化范围较大 (5 .79%～ 32 .73% ) ,土壤全磷的比值的变化范围最大 (1.80 %～ 4 2 .0 6 % )。土壤有机碳和土壤全氮的分布情况较为一致 ,不同级别斑块分布也很相似 ,土壤有机碳含量高的地方土壤全氮也高。表层土壤有机碳和全磷的空间异质分布用球状模型拟合最佳 ,而全氮的空间分布规律更宜用指数模型来拟合。景观尺度的半方差拟合总体上优于斑块尺度。相对有机碳和全氮 ,全磷的空间异质性更多由随机因素 (如人类施肥活动 )引起和决定。土壤全氮的取样尺度应大于 16 5 m,而有机碳、全磷的取样距离则分别可大于 10 3m和 90 m。     

Multi-scale variation in spatial heterogeneity for microbial community structure in an eastern Virginia agricultural field

To better understand the distribution of soil microbial communities at multiple spatial scales, a survey was conducted to examine the spatial organization of community structure in a wheat field in eastern Virginia (USA). Nearly 200 soil samples were collected at a variety of separation distances ranging from 2.5 cm to 11 m. Whole-community DNA was extracted from each sample, and community structure was compared using amplified fragment length polymorphism (AFLP) DNA fingerprinting. Relative similarity was calculated between each pair of samples and compared using geostatistical variogram analysis to study autocorrelation as a function of separation distance. Spatial autocorrelation was found at scales ranging from 30 cm to more than 6 m, depending on the sampling extent considered. In some locations, up to four different correlation length scales were detected. The presence of nested scales of variability suggests that the environmental factors regulating the development of the communities in this soil may operate at different scales. Kriging was used to generate maps of the spatial organization of communities across the plot, and the results demonstrated that bacterial distributions can be highly structured, even within a habitat that appears relatively homogeneous at the plot and field scale. Different subsets of the microbial community were distributed differently across the plot, and this is thought to be due to the variable response of individual populations to spatial heterogeneity associated with soil properties.     

桂西北喀斯特地区石灰土养分空间变异特征

从区域尺度出发,将整个桂西北喀斯特地区作为研究区域,以大面积野外调查采样和室内分析数据为基础,采用经典统计学和地统计学方法,探索喀斯特区域内石灰土养分的空间异质性和分布格局。结果表明:桂西北喀斯特地区石灰土pH为弱变异,其他养分变异系数为30%—75%,变异程度中等。石灰土各养分的空间变异特征不同,土壤有机质(SOM)、速效磷(AP)和速效钾(AK)的最佳拟合模型依次为球状模型、高斯模型和线性模型,pH、碱解氮(AN)、全氮(TN)、全磷(TP)和全钾(TK)的最佳拟合模型均为指数模型。SOM、AP、TN和TP表现为中等空间相关性,空间差异是由随机因素和结构性因素共同作用引起的;pH、AN、AK和TK呈弱空间相关性,空间变异主要受随机因素的控制;SOM和TN的空间变异尺度较大,pH、AN和TK的空间变异尺度最小。SOM、TN、TP和AP养分含量呈自西向东逐渐减少的趋势,pH、AN、AK和TK在区域尺度上的分布没有呈现一定的规律性。相关分析结果表明,在区域大尺度下,地形因子(如海拔、坡度和岩石裸露率等)和植被类型是影响桂西北喀斯特石灰土空间变异特征的重要因素。     

重庆市生态系统服务价值动态评估

研究生态系统服务价值的动态变化对于区域生态环境的保护和恢复具有重要意义.本文分别采用Costanza等和谢高地等确定的生态系统服务价值评估方法,对重庆市1997-2005年的生态系统服务价值进行估算.结果表明:重庆市生态系统服务价值总体上呈增长趋势,生态系统服务价值与GDP的比值呈下降趋势;灰色系统预测的结果显示,重庆市生态系统服务价值将继续增长;采用Costanza等方法、2000年不变价的谢高地等方法和当年价的谢高地等方法计算得到的生态系统服务价值数值差异较大,不同的方法之间可比性较低;3种方法分别回答了不同的问题,采用Costanza等方法主要反映了生态系统服务价值对土地利用变化的响应,采用2000年不变价还反映了生物量的变化对生态系统服务价值的影响,而采用当年价除反映了土地利用、生物量变化的影响外,还部分地反映了人们对生态系统服务支付意愿的变化.     

基于GIS的缓坡烟田土壤养分空间变异研究

综合运用地统计学和GIS相结合的方法,分析了缓坡地形下土壤养分的空间变异规律,并绘制养分空间分布图,为山地缓坡烟田养分分区及精准施肥决策提供理论依据.结果表明:研究区内4种养分含量均具中等程度变异.土壤有机质、碱解氮、速效磷和速效钾的变程分别为61.8、76.3、70.5 m和57 m.土壤速效钾的分形维数最高,有机质和碱解氮其次,速效磷最低.有机质和速效钾的最适模型为指数模型,块金系数分别为30.9％和31.1％;碱解氮和速效磷可用球状模型进行较好拟合,其块金系数分别为37.7％和26.4％,4种养分均有中等程度的空间相关性.各向异性和趋势性分析均显示,有机质和速效磷具有较强的各向异性,碱解氮和速效钾的各向同性范围最广.研究区4种养分的空间分布格局在海拔和坡度的影响下呈现出一定的规律性,低值均在坡度较大的中北部出现,东北部和南部较平缓区域出现高值.     

湿润和干旱条件下喀斯特地区洼地表层土壤水分的空间变异性

在桂西北喀斯特洼地,用地统计学方法研究了旱季初期湿润和干旱条件下表层（0—5和5～10cm）土壤水分的空间结构及其分布特征．结果表明,表层土壤水分存在明显的空间异质性和各向异性,呈现差异显著的斑块状分布格局．湿润条件下,土壤水分具有中等和较强的空间相关性,变程分别为33．15n,和15．75m,其中0～5cm层具有明显的趋势效应;干旱条件下,土壤水分则呈现出强烈的空间相关性,而且相似斑块的空间尺度有所减小,变程最小仅为8．22m;在平均含水量较低时（干旱条件）其变异程度较大,实际应用中应根据平均含水量水平采取不同的取样设计．实验区表层土壤水分空间变异及其分布格局的显著差异,主要是受地貌、平均含水量（降水）和地形等因素的影响．     

Impact of mineral fertilizers on mineral nutrients in the ginger rhizome and on soil enzymes activities and soil properties

Ginger is used as one of the important ingredients in traditional as well as modern medicine besides as a spice. It boosts immunity and is a rich source of many biologically active substances and minerals. Although it is a medicinally important crop, its productivity is, however, affected due to poor nutrient management and therefore it requires an adequate supply of nutrients in the form of inorganic fertilizers or organic manuring, or a mixture of both. In this context, the present study was aimed to investigate the effect of mineral fertilizers on the content of mineral elements in the ginger rhizome, on soil enzyme activity, and soil properties. Lysimeter experiments were conducted at the Institute of Genetics and Plant Experimental Biology, Kibray, Tashkent region, Uzbekistan. The experiment comprised of four treatments T1 – Control, T2 - N₇₅P₅₀K₅₀ kg/ha, T3 - and T4 - N₁₀₀P₇₅K₇₅ + B₃Zn₆Fe₆ kg/ha. The results showed that the application of N₁₂₅P₁₀₀K₁₀₀ kg/ha increased rhizome K content by 49%, P content by 20%, and Na content by 58% as compared to control without fertilizer. While the application of N₁₀₀P₇₅K₇₅ + B₃Zn₆Fe₆ kg/ha showed a significant enhancement in rhizome K, Ca, P, Mg, Na, Fe, Mn, Zn, Cu, Cr, Mo, and Si contents over the control. This treatment also improved active P content by 29%, total P content by 80%, total K content 16%, and N content by 33% content, and the activities of urease, invertase, and catalase activities as compared to control of without mineral fertilizer and control respectively. Thus the application of NPK + BZnFe at the rate of 100:75:75:3:6:6 kg/ha helps in improving macroelements and microelements in the ginger rhizome and activities of soil enzymes that helps in mineral nutrition of the rhizome.     

陕西省长武县土地利用变化的生态环境效应评价

通过对1988年9月15日的TM遥感影像、2000年5月19日的ETM遥感影像和2006年7月7日的ETM遥感影像解译,获取了长武县的土地利用图,根据中国陆地生态系统单位面积生态服务价值,求算出长武县的生态系统服务价值.结果表明:30年来,长武县的耕地面积随着"退耕还林"工程的推进有显著下降,林地面积则随着三北防护林建设工程的实施显著增加,未利用土地、水域和草地面积变化不大;长武县总体生态系统服务价值总量在逐年递增,从1988年的5.67×108元上升到2006年的5.72×108元,生态系统总体向健康方向发展.     

Effect of annual variation in soil pH on available soil nutrients in pear orchards

Soil pH is an important factor affecting the availability of soil nutrients that impact plant growth. Given the susceptibility of soil pH to excessive fertilization and the widespread use of manures, it is essential to examine the influence of soil pH on the distribution and availability of soil nutrients. We sampled and analyzed brown soils from pear orchards in thirteen towns in Wendeng county. Samples were obtained from areas along or between rows of trees at specified distances and depths. The results showed that the soil pH fluctuated from 4.06 to 6.59 in October 2008 and from 4.24 to 7.57 in April 2009. The quantity of soil samples with pH below 5.50 increased by 34.6%. Analysis of the soil pH for samples obtained along the rows of trees showed that the pH decreased as the depth increased (except for the range 5.5 to 6.0); soil pH in the samples obtained between the rows of trees demonstrated different trends. The average organic matter (O.M.) content as well as the N (NH₄⁺) and available P, K, Cu, Zn, Fe, and Mn contents in the samples collected in October 2008 were higher than those observed in April 2009. Conversely, the values for other available nutrients were lower than those in the samples collected in April 2009. The available nutrients and organic matter (O.M.) content in different pH ranges varied. The soil pH was significantly or very significantly correlated with N (NH₄⁺ and NO₃^-), available K, Cu, Fe, and exchangeable Ca for the October 2008 samples, while a significant or very significant correlation existed between N (NH₄⁺), available P, Zn, exchangeable Ca, and exchangeable Mg for the April 2009 samples. The correlations between soil pH and the amounts of available nutrients and organic matter (O.M.) along the rows of trees in September 2009 were nearly consistent with those between the rows.