Field evaluation of soil moisture deficit thresholds for limits to trafficability with slurry spreading equipment on grassland

This study investigated the extent of soil damage caused by field traffic associated with different levels of soil moisture deficit (SMD). The hybrid SMD model was used for computing temporal patterns of SMD which can be accurately predicted for a range of soil types in Ireland. The aim of this study was to determine SMD threshold limits to trafficability for incorporation into a decision support system for safe slurry spreading. A tractor and a fully loaded single‐axle slurry tanker (total weight ca. 18 tonnes) were driven over well, moderate and poorly drained soils at SMD values of 0, 5, 10 and 20 mm during drying phases. The change in soil bulk density (SBD) was used as an indicator of soil compaction, and rut profile measurements were taken to determine soil deformation indicative of surface damage. The effect of traffic on the grass crop was determined by measuring dry matter yield at 30 and 60 days posttraffic in the wheel‐rut and nontrafficked area. Results showed that the SMD at the time of traffic had a significant (P < 0.05) effect on the magnitude of the changes in SBD on soils of different drainage status, and on rut dimensions following traffic. DMY was significantly (P < 0.05) reduced on the wheeled compared with the nonwheeled soil. No differences in the magnitude of DMY loss were identified between the sites having different drainage status. An SMD value of 10 mm was suggested as an SMD threshold for trafficability for safe slurry spreading purposes.     

Tillage Effects on Dryland Soil Physical Properties in Northeastern Montana

We evaluated the effect of no tillage (NT) and conventional tillage (CT) on soil penetration resistance (PR), bulk density (BD), gravimetric moisture content (MC), and saturated hydraulic conductivity (Ks) during the fallow phase of a spring wheat–fallow rotation. The study was conducted on two soils mapped as Williams loam at the Froid and Sidney sites. Soil measurements were made on 19 May, 23 June, and 4 August 2005 at the Froid site and on 6 June and 8 July 2005 at the Sidney site. Tillage had no effect on either soil properties except on the PR at Sidney. However, soil PR, MC, and BD varied significantly with depth regardless of tillage and location. Further, soil PR and MC varied with the date of sampling at both locations, and PR generally increased with decreased MC at all soil depths. Soil Ks was slightly influenced by tillage at both locations.     

The effects of human trampling on the fauna of grassland litter

The effects of trampling on the invertebrate fauna of grassland litter was studied using two levels of treading intensity over a period of 12 months. Changes in the structure of the litter after treatment (fall in total volume, proportion of air space) were measured with a Quantimet Image Analysing Computer. The total volume fell by 81% and the proportion of air space fell from 63% to 38% in the litter samples receiving 10 treads/month. The overall effect of treading on the fauna was a substantial decline in numbers and species, although this did not apply to all groups. At the species level there was considerable variation in sensitivity to treading. The differences in the fauna between the two levels of treading were small and non-significant with the exception of the spiders. The invertebrate fauna of grassland litter appears to be affected by levels of trampling much lower than those required to produce changes in the structure and species frequency of living plants.     

Influence of cattle trampling on soil porosity under alternate dry and ponded conditions

Abstract. The impact of cattle trampling on the porosity of a representative soil (Typic Natraquoll) of the flooding Pampa of Argentina was studied from 1984 to 1987. Water content, total porosity (TP), macroporosity (> 30 μm) and mean weight diameter of water-stable aggregates (MWD) were determined in undisturbed topsoil samples taken from adjacent continuously grazed (1.0 animal unit/ha/yr) and ungrazed (since 1976) areas. It was expected that trampling would decrease macroporosity when the soil was ponded, and that the damaged macropores would regenerate during the subsequent soil drying. This was only partly verified. The soil varied in TP from 58 to 64% in the ungrazed area, and from 53 to 78% in the grazed area. This variation resulted mainly from shrink-swell processes. Trampling decreased soil macroporosity (mainly >60 μm) from 8 to 5% and decreased MWD from 5.35 to 4.58 mm under dry soil conditions. The damaged soil pores regenerated and aggregate stability recovered during the subsequent period of surface water ponding, when soil swelling increased macropores in the grazed area but not in the ungrazed area. There was no evidence of poaching damage in this soil.     

基于HYDRUS-1D模型的河套灌区典型夹砂层耕地水分利用分析

为研究夹砂层耕地水分利用规律,以河套灌区典型夹砂层土壤耕地为研究对象,利用在春玉米生育期田间监测数据,应用土壤水分运动数值模型,探究对夹砂层土壤田间蒸散发、作物耗水及深层土壤水分的补给与深层渗漏规律。选择2种土壤的夹砂层埋深梯度S1（40～95 cm）、S2（60～110 cm）,设置了3个灌水水平W1（252.5 mm）、W2（315.85 mm）、W3（378.75 mm）开展田间试验,同不含夹砂层处理B作对照,并应用HYDRUS-1D模型模拟春玉米生育期田间蒸散发,土壤水分深层渗漏及地下水补给耕层水量与根系吸水量,与不含夹砂层处理对比分析夹砂层对田间水分利用影响。结果表明：随着砂层埋深增加,棵间蒸发损失减小,叶面蒸腾水量增加;不含夹砂层处理玉米田间毛管向上补给水量较浅埋砂层与深埋砂层处理分别大57.01%、118.53%,灌水量为315.85 mm时含夹砂层处理的土壤水分深层渗漏最小;玉米生育期内根系吸水量随砂层埋深的增加而减少,不含夹砂层处理根系吸水量最大。浅埋砂层与深埋砂层处理分别为蒸散量的55.51%、61.31%,不含夹砂层处理为66.69%;暂时性亏缺水量从大到小依次为：S2、S1、B,水分从大到小依次为：B、S2、S1。综合考虑夹砂层土壤水分迁移、作物水分利用规律,建议在夹砂层耕地春玉米灌溉根据砂层分布因地制宜定灌溉制度,当夹砂层埋深在40～110 cm范围时,推荐春玉米在生育期灌溉定额为315.85 mm。该研究结果可为河套灌区含有夹砂层农田灌溉制度的制定提供理论指导。     

Spatial distributions of soil chemical and physical properties prior to planting soybean in soil under ridge‐, no‐ and conventional‐tillage in a maize–soybean rotation

Detailed information on the profile distributions of agronomically important soil properties in the planting season can be used as criteria to select the best soil tillage practices. Soil cores (0–60 cm) were collected in May, 2012 (before soybean planting), from soil transects on a 30‐yr tillage experiment, including no‐tillage (NT), ridge tillage (RT) and mouldboard plough (MP) on a Brookston clay loam soil (mesic Typic Argiaquoll). Soil cores were taken every 19 cm across three corn rows and these were used to investigate the lateral and vertical profile characteristics of soil organic carbon (SOC), pH, electrical conductivity (EC), soil volumetric water content (SWC), bulk density (BD), and penetration resistance (PR). Compared to NT and MP, the RT system resulted in greater spatial heterogeneity of soil properties across the transect. Average SOC concentrations in the top 10 cm layer were significantly greater in RT than in NT and MP (P = 0.05). NT soil contained between 0.8 and 2.5% (vol/vol) more water in the top 0–30 cm than RT and MP, respectively. MP soil had lower PR and BD in the plough layer compared to NT and RT soils, with both soil properties increasing sharply with depth in MP. The RT had lower PR relative to NT in the upper 35 cm of soil on the crop rows. Overall, RT was a superior conservation tillage option than NT in this clay loam soil; however, MP had the most favourable soil conditions in upper soil layers for early crop development across all treatments.     

Can soil moisture deficit be used to forecast when soils are at high risk of damage owing to grazing animals?

A potentially significant cause of damage to grassland soils is compaction of unsaturated soil and poaching of saturated or nearly saturated soil by animal hooves. Damage is caused when an applied stress is in excess of the bearing strength of the soil and results in a loss of soil structure, macroporosity and air or water conductivity. Severely damaged soils can cause reduced grassland productivity and make grazing management very difficult for the farmer. The actual amount of soil damage that can occur during grazing is dependent on the grass cover which acts as a protecting layer, the soil water content and the characteristics of the grazing animal (weight and hoof size). Assuming that the farmer is knowledgeable about the characteristics of the grazing animal and grass cover, it would be very useful for short‐term operational farm planning to be able to predict when soil water contents were likely to be in a critical range with respect to potential hoof damage. In this study soil moisture deficits (SMDs) which can be derived from meteorological forecasts are evaluated for predicting when soil water conditions are likely to lead to hoof damage. Two contrasting Irish grassland soils were analysed using a Hounsfield servo‐mechanical vertical testing machine to simulate static (285.4 N) and dynamic (571 N) hoof loads on the soil over a range of estimated SMDs (0, 5, 10 and 20 mm). The deficits were analysed with respect to the soil volumetric water content, compression (displacement) and change in dry bulk density. The SMDs imposed in the laboratory were similar to those under field conditions and thus the methods used in this study are applicable elsewhere. The change in dry bulk density following loading (0.2–0.7 g/cm³) was linearly related to SMD (R² ranged from 0.90 to 0.99), leading to the conclusion that a forecast of SMD can be used to predict when grassland soils are likely to be at risk of damage from grazing.     

不同土壤保水剂对春小麦种植、树苗移栽与树木育苗的影响

采用大田试验,对春小麦种植、树苗移栽和树木育苗实施了不同土壤保水剂(LT-200,LT-100,博亚和皇冠)处理,研究了不同土壤保水剂应用效果及对植物生长的影响.结果表明,施用土壤保水剂能显著提高春小麦产量和水分利用效率.LT-200,LT-100,博亚和皇冠的产量分别较对照(不施加土壤保水剂)增加13.60%,11.43%,4.13%和3.52%.水分利用效率分别较对照提高1.00,0.84,0.31和0.26 kg/(mm·hm2).在春小麦收获期,表土层(0-30 cm)土壤容重较对照下降,其中LT-200和LT-100最明显,分别较对照降低9.4%和10.1%.土壤保水剂可以提高土壤贮水量,在春小麦开花期,LT-200,LT-100,博亚和皇冠0-120 cm土层中的土壤贮水量分别较对照提高27.64,26.92,14.04和13.82 mm.施用土壤保水剂对春小麦根干重、旗叶干重及其含水量产生一定的影响,但规律不明显.施用土壤保水剂对树苗移栽和树木育苗也产生一定的影响.     

秸秆覆盖条件下水分亏缺对春青稞水分利用和产量的影响

提高水分利用效率对发展西藏高海拔地区节水农业至关重要。该文通过小区试验,研究了秸秆覆盖条件下春青稞不同生育期对水分亏缺程度的响应。试验处理包括全生育期充分灌溉处理(对照)以及苗期、拔节期、抽穗期、灌浆期和成熟期水分亏缺处理。结果表明,水分亏缺处理显著降低了春青稞耗水量和耗水强度(P0.05),且其减小程度随着亏缺程度的增加而增大。灌浆期水分亏缺对全生育期作物耗水量的影响最大,其轻、重度水分亏缺处理分别减少全生育期耗水量19.6%和24.2%;在水分亏缺处理下春青稞产量差异不显著。在试验条件下,不同水分亏缺没有导致减产,而水分利用效率提高4.64%~21.85%,节水4.96%~24.24%。当土壤水分下限控制在55%田间持水率时,对春青稞产量及构成没有产生显著不良影响且获得了较高的节水率,表明在西藏高海拔半干旱寒区,可以通过秸秆覆盖农田管理措施,使春青稞获得更大的节水空间。     

Changes in soil properties following shrub encroachment in the semiarid Inner Mongolian grasslands of China

ABSTRACT

Shrub encroachment is very common in the semiarid regions of China. However, surprisingly little research has been conducted to evaluate the effects of shrubs on soil properties in these regions compared with other regions in the world. Three sites, one without shrub (state 1), one with 13% shrub coverage (state 2), and the third one with 40% shrub coverage (state 3) in the semiarid Inner Mongolian grasslands were selected to investigate the effects of the shrub Caragana microphylla Lam on soil properties. Soil samples were collected from three sites to evaluate the changes of bulk density (BD), grain size distribution, aggregate stability, soil organic carbon (SOC), total nitrogen (TN), and soil water content (SWC) with the development of shrub encroachment. The results showed that BD and soil sand declined, and silt, aggregate >2 mm and the mean weight diameter (MWD) rose from state 1 to state 3, especially in 20–60 cm depths. With the shrub encroachment, the content of SOC and TN increased, and especially, the increase trends were more obvious in the deeper soil than in the surface soil. SWC increased with the development of shrub encroachment at 20–60 cm depths. Greater and deeper water infiltration existed after heavy rainfall in states 2 and 3, suggesting that macropore ?ow appeared in shrub encroachment sites. All these results indicated that shrub encroachment improved soil physicochemical properties, particularly in deep soil.     

新型土壤改良剂Arkadolith对沙质土壤主要物理性质的影响

通过室内盆栽试验,研究了新型土壤改良剂Arkadolith不同施用率（0,4%,8%,12%,16%）对风沙土主要物理性质的影响。结果表明:施加土壤改良剂Arkadolith降低了土壤容重和比重,提高了土壤孔隙度与孔隙比;能明显降低沙质土壤中砂粒的含量,粒级0.05～0.01 mm的粉粒比对照降低12.5%～18.3%,提高了黏粒和物理性黏粒的含量,使原来无黏粒的沙土出现了少量的黏粒,<0.01 mm物理性黏粒增加3.3～4.0倍。施加土壤改良剂Arkadolith改良了土壤结构,4种处理土壤各粒级团聚体相较于对照均有明显的增加,以>5 mm和>0.25 mm两者为例,增加幅度分别为28.84%～66.67%和28.21%～63.49%。同时土壤改良剂Arkadolith的施用改善了沙土的持水能力和供水水平,且持水能力表现为随着改良剂施用率增加而增强。这些指标表明,施用土壤改良剂Arkadolith能有效地改善沙质土壤物理特性,增强沙土的保水能力。     

Temporal changes of soil physical and hydraulic properties in strawberry fields

Even over short time intervals, soil properties are subject to variation, especially in managed soils. The objective of this study was to assess the temporal changes of soil physical and hydraulic properties in strawberry fields cultivated under surface drip fertigation in Turuçu, Brazil. Intact core samples were collected from the near surface soil layer of seedbeds to determine the total porosity (TP), macroporosity (MA), matrix porosity, bulk density (BD), available water capacity (AWC), field capacity, wilting point and Dexter’s S index. Aggregate samples were collected from the arable layer to determine the aggregate size distribution and aggregate mean weight diameter. All samples were collected from 15 strawberry fields and at four different times during the 2007–2008 strawberry growing cycle. Although soil pore‐solid relations are expected to adjust soon after seedbed construction, their variation was only evident after >13 weeks. Even though values of TP and MA decreased with time, and those of BD increased near the end of the growing cycle, all the soils maintained their capacity to support root activity as indicated by critical values of Dexter’s index (S > 0.03). The amount of relatively large aggregates (9.51–2.00 mm) and AWC increased towards the end of the strawberry cultivation cycle. With changes in soil structure improving soil physical quality, strawberry development benefitted. We showed that if farmers gradually increase the amount of water through fertigation to a maximum value occurring at the end of crop cycle instead of applying water at a constant rate, water and energy use efficiency in agriculture would improve.     

不同肥力水平土壤团聚体的稳定性及对氮肥盐溶液的响应

在室内利用筛分技术研究了关中地区相同质地类型3个不同肥力水平土团聚体的组成及其稳定性,并在4个不同浓度氯化铵溶液中进行湿筛,探讨了不同肥力土壤团聚体对盐溶液的反应特征及抗化学物质分散的能力,以便揭示长期施用无机氮肥对土壤团聚体的作用与影响。结果表明,干、 湿筛结果显示3个肥力水平土壤直径＞0.25 mm团聚体的含量均随肥力水平的升高显著增加,供试土团聚体的水稳性较差,湿筛后直径＜0.25 mm的微团聚体含量在85%以上,而富有农学价值的直径在15 mm的水稳性团聚体在高肥力土壤中含量仅为2.80%,中肥力土壤为1.47%,低肥力土壤为0.84%。3种肥力土壤团聚体组成受氯化铵溶液浓度的影响,在4种浓度的氯化铵溶液中湿筛后,直径25 mm的团聚体的含量随溶液浓度增大而减少,而0.252 mm团聚体含量明显增加。试验得到的主要结论为, 不同肥力水平土壤团聚体质量差异明显; 团聚体的化学稳定性受盐溶液浓度和肥力水平的共同作用,随氮肥溶液浓度增大,团聚体组成集中在0.252 mm的较小范围,盐分使得多级的团聚体组成向单一化方向变化; 高肥力土壤受氮肥溶液的影响相对较弱,中、 低肥力土壤对氮肥溶液的响应则较为强烈。     

沙质土壤改良剂对科尔沁地区风沙土物理性质及玉米产量的影响

一次性在沙地施加沙质土壤改良剂,研究了其在不同年份对科尔沁沙地风沙土土壤团聚体含量、土壤贮水量以及玉米产量影响的长效机制。结果表明,各处理均能显著提高0—40cm土层间粒径大于0.25mm的团聚体含量,能促进粒径0.1~0.25mm小团聚体逐渐向粒径为0.25~0.5mm和粒径大于2mm的大团粒结构转变,其中以第4a的0—10cm土层处理表现最为明显,粒径0.1~0.25mm小团聚体较CK减少了34.55%,粒径0.25~0.5和大于2mm的大团粒结构分别较CK增加了1.63和12.31倍;在贮水量方面,施入土壤改良剂第3a,第4a,第2a以及第1a分别较CK提高了42.21%~48.48%,32.48%~38.11%,28.35%~34.3%和19.15%~29.47%;在产量方面,各处理间差异均显著,各处理较CK增产幅度在15.1%~59.62%。施加沙质土壤改良剂在前3a可逐年改善土壤团粒结构、贮水能力和提高产量,说明其具有显著的改土和增产效果。     

再生水灌溉模式对潮土结构性质及导水性能的影响

为揭示再生水不同灌溉模式下土壤结构性质及导水性能的差异。通过室内模拟土柱入渗试验,以清水灌溉为对照(CK),研究了再生水持续灌溉(RW)、再生水—清水混合灌溉(RW-2)及再生水—清水交替灌溉(ARW)3种灌溉模式对土壤容重、总孔隙度、团聚体稳定性、入渗率及饱和导水率的影响。结果表明:相比CK,各处理容重呈降低趋势,总孔隙度增加,但差异均不显著;再生水灌溉促进潮土>1mm粒级团聚体向<1mm粒级团聚体转化,相比CK,各处理<1mm粒级团聚体含量分别增长11.51%~31.22%;潮土团聚体水稳定性降低;各处理>0.25mm粒级团聚体含量分别降低2.92%~9.75%,平均质量直径分别降低11.30%~38.38%,几何平均直径分别降低3.93%~12.78%,其中RW最为显著;相关性分析表明,>1mm粒级水稳性团聚体含量对潮土结构稳定性贡献最大;再生水3种灌溉模式下潮土入渗率分别显著增长80.00%~260.00%;ARW处理潮土有效导水率上升22.68%,而RW和RW-2处理土壤有效导水率分别下降14.47%和42.36%。保持潮土结构性质方面以RW-2处理最好,改善潮土导水能力方面则以ARW处理最为显著。     

冻融影响下黑土耕层剖面速效氮动态变化

为了探明冻融过程对东北典型黑土耕层氮(N)生物有效性的影响,试验利用室内模拟方法,探究了不同冻结温度、土壤容重、含水量、冻融循环次数影响下耕层土壤剖面速效氮(AN)的时空分布规律。结果表明,经冻融循环后,土壤AN含量随土层深度增加呈现波动性下降;冻结温度越低,AN随土层深度增加下降的波动性越大,AN峰值、AN土柱平均值越低;冻结温度-15℃时整个土柱AN平均值比-10℃降低9.3%~44.6%;容重增高,AN含量降低,AN/TN值升高,土壤容重1.1 g/cm³时整个土柱AN平均值比容重1.0 g/cm³降低13.0%~18.6%,容重1.1 g/cm³整个土柱AN/TN平均值比容重1.0 g/cm³显著提升0.6~4.7倍;随着含水量的提高,低容重(1.0 g/cm³)表层(0—8 cm)AN越高,底层(20—30 cm)AN越低,而高容重(1.1 g/cm³)土柱表层(4—8 cm)AN越高,表层(0—4 cm)AN、底层(20—30 cm)AN越低;在各个变量中,pH大小与AN累积趋势呈负相关关系,含水量、TDS、电导率、冻结温度均与AN含量成正相关,是否冻融循环对AN垂直分布影响最大,其次是恒温及冻融循环次数(p<0.05)。研究结果可为黑土区冻融过程土壤N素管理、提升土壤肥力、减少N损失等问题提供理论依据和技术支撑。     

Effects of trampling of a wet dairy pasture soil on soil porosity and on mitigation of nitrous oxide emissions by a nitrification inhibitor,dicyandiamide

Urine patches in dairy pastures are major sources of nitrous oxide (N₂O). Wet winters result in compaction damage to pastures because of animal trampling. The nitrification inhibitor, dicyandiamide (DCD), is effective at reducing N₂O emissions from urine patches. Here, we assessed the extent of damage to the physical quality of the soil by trampling and whether this influenced the ability of DCD to mitigate N₂O emissions. A field experiment was conducted where a sandy loam soil was trampled by a mechanical hoof just before urine and DCD application. Trampling reduced air permeability and pore continuity, but this had no effect on bulk density. Urine appeared to have contributed to pore collapse and blockage. Trampling increased average cumulative N₂O emissions from 1.74 to 4.66% of urine‐N applied. This effect was attributed to increased water‐filled pore space, aggregate destruction and suppression of grass growth. DCD was highly effective in reducing N₂O emissions, with the N₂O emission factor of the urine‐N being decreased by 58–63%. Trampling did not significantly affect the effectiveness of DCD in reducing N₂O emissions.     

荸荠收获机弹簧辊式泥果分离装置研制

针对荸荠收获泥果分离难、果实损伤率高的问题，根据旱地环境下荸荠采收作业需求，该研究提出一种由正反旋弹簧并排布置的荸荠收获机弹簧辊式泥果分离装置。通过对荸荠与弹簧辊的相对运动过程动力学分析，确定了影响荸荠收获泥果分离的关键因素为弹簧外径、螺距、相邻弹簧间距、高度差及弹簧转速、线径、作业速度。利用EDEM软件建立泥果混合物离散元模型，对弹簧辊结构参数与工作参数进行单因素试验，分析各因素对泥果分离效果的影响。以荸荠筛分率和土壤筛分率为指标进行二次回归正交试验，得到弹簧辊最佳参数组合为外径100 mm、螺距30 mm、间距9 mm、转速420 r/min，该参数组合下荸荠筛分率为80.00%，土壤筛分率为80.69%。进行仿真验证试验，对比试验结果与模型预测值，荸荠筛分率平均相对误差为2.09%，土壤筛分率平均相对误差为2.42%。以明果率、伤果率、破皮率、挖净率为指标开展模拟采挖试验，分析不同线径弹簧辊的泥果分离能力，确定12 mm线径弹簧兼具较好的振动筛分性能和较低的损伤率。通过实际收获试验测得作业速度0.21 m/s，作业效率0.19 m² /s，碎土率75.61%，明果率82.42%，伤果率14.73%，破皮率7.01%。研究结果可为荸荠收获机研制和优化改进提供参考。     

土壤扩蓄增容肥对春玉米产量及水分利用效率的影响

通过正交试验,研究秸秆配方、绵土配方2种土壤扩蓄增容肥对春玉米的应用效果。结果表明：在春玉米品种、肥料用量及灌水量共同影响下,秸秆配方、绵土配方土壤扩蓄增容肥在减少无机肥料用量28.6%情况下,仍能起到保持产量的作用;同时秸秆配方能有效提高水分利用效率与降水利用效率。与对照相比,秸秆配方在苗期及拔节期能有效减少土壤无效蒸发,提高0～20 cm土壤水分的保蓄能力。该研究为秸秆配方土壤扩蓄增容肥的推广奠定了理论基础。     

民勤绿洲区天然胡杨林生长季土壤水分动态

利用地统计学方法对民勤绿洲区天然胡杨林下土壤水分的空间结构特征及生长季期间的变化规律进行了研究。结果表明,研究区天然胡杨林下土壤水分含量范围为0.85%～4.80%。民勤县双茨科乡和苏武乡天然胡杨林下土壤含水量随土层深度的增加呈增大趋势,而夹河乡样区土壤水分含量随土层深度的增加呈现出先增大后减小的趋势。8月份各采样点表层土壤含水量均为最小值。土壤水分含量在胡杨的生长季期间总体表现为:春季>秋季>夏季。采样点土壤水分变异系数总体属于中强度变异性,表层土壤水分的变异系数略大。胸径大的胡杨树土壤含水量反而少,这主要与树龄及胡杨林根系发达程度有关。土壤水分异质性为中等程度的空间相关性,且苏武乡变异函数模型拟合效果最为理想。