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Effects of UV-C light and Spirulina maxima seed conditioning on the germination and the physical and nutraceutical properties of lentils (Lens culinaris) UV-C光和最大螺旋藻种子处理对扁豆发芽及物理和营养特性的影响
IF 2.2 4区 农林科学 Q2 AGRONOMY Pub Date : 2023-01-02 DOI: 10.31545/intagr/156025
C. Hernández-Aguilar, A. Domínguez-Pacheco, Elisa Domínguez-Hernández, Rumen Ivanov Tsonchev, M. D. C. Valderrama-Bravo, M. L. Alvarado-Noguez
. The aim of this research was to evaluate the effects of UV-C light on lentil ( Lens culinaris ) and its conditioning by Spirulina . The main findings were: (i) Lentil brightness presented a significant slight variation (9%) when compared to the control (T 0 ) and UV-C (T 10 =10 min) irradiated lentil samples. (ii) The total flavonoids tended to increase by 17% at 10 min (49.18 μg mL -1 ) compared to T 0 (42.07 μg mL -1 ). (iii) The conditioning of lentils with UV-C (0, 5, and 10 min) and the imbibition in water with Spirulina (0, 0.5, 0.75, and 1.5%) generated significant statistical differences (p ≤ 0.05) in the seedlings. The priming cyanobacte - ria Spirulina improved the physiological quality against damage caused by UV-C radiation. (iv) Morphological changes occurred in the lentils due to radiation, damage in the testa (protective layer on the outside) area (row 1) due to the application of UV-C was found, which increases with higher exposure to radiation. Through the application of UV-C for 10 min the cell wall and protein body were damaged. However, no damage to the starch is visible. (v) FT-IR indicates that the UV-C radiation did not induce any change in the chemical structure of the starch but, decreases in intensity within the range of 3 000-3 600 cm -1 indicated differ - ences in their water content, while those between 1 600-1 700 cm -1 were attributed to the reorganization of the secondary structure of proteins.
本研究的目的是评估UV-C光对扁豆(Lens culinaris)的影响及其对螺旋藻的调理作用。主要发现是:(i)与对照(T0)和UV-C(T10=10分钟)照射的扁豆样品相比,扁豆的亮度呈现出显著的轻微变化(9%)。(ii)与T0(42.07μg mL-1)相比,总黄酮在10分钟内(49.18μg mL-1)增加了17%。(iii)用UV-C处理扁豆(0、5和10分钟)和用螺旋藻在水中吸收(0、0.5、0.75和1.5%)在幼苗中产生显著的统计差异(p≤0.05)。螺旋藻蓝细菌的引发提高了对UV-C辐射损伤的生理品质。(iv)小扁豆由于辐射而发生形态变化,发现由于UV-C的应用而导致的外种皮(外部保护层)区域(第1行)的损伤,其随着辐射暴露的增加而增加。紫外线照射10分钟后,细胞壁和蛋白体均受到损伤。然而,淀粉没有明显的损伤。(v) FT-IR表明,UV-C辐射没有引起淀粉化学结构的任何变化,但在3000至3 600 cm-1范围内强度的降低表明其含水量不同,而在1 600至1 700 cm-1之间的降低则归因于蛋白质二级结构的重组。
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引用次数: 1
Application of land use modes in the spatial prediction of soil organic carbon in urban green spaces 土地利用模式在城市绿地土壤有机碳空间预测中的应用
IF 2.2 4区 农林科学 Q2 AGRONOMY Pub Date : 2022-12-30 DOI: 10.31545/intagr/156027
Xiaoxue Guo, Zhijun Liu, D. Gao, Cheng-Tang Xu, Kexin Zhang, Xianzhao Liu
. The challenge of predicting soil organic carbon distribution accurately has received great attention in order to support urban green space soil management during climate change. This study compared four geostatistical methods: kriging combined with land use, ordinary kriging, inverse distance weighting and radial basis function, to predict the spatial distribution patterns of soil organic carbon content and soil organic carbon density in the Xiong'an New Area, estimate organic carbon stocks, and assess the role of land use types in the spatial prediction of soil organic carbon stocks. The results showed that the soil organic carbon content decreased with increasing soil depth, and was significantly affected by different land use types (p<0.05). The correlation coefficient values of kriging combined with land use were on average 0.229 higher than those of other methods. The root mean squared error and the mean absolute error of kriging combined with land use were on average 0.148 and 0.139 lower than those of the other methods. Kriging combined with land use has a greater advantage over other methods in predicting the spatial distribution of soil organic carbon content, and also the spatial distribution of soil organic carbon density and the spatial distribution of soil organic carbon, the prediction results of the four interpolation methods were similar. The average soil organic carbon density was 2085 Gg (0-30 cm) and 1363 Gg (30-60 cm). In conclusion, land use type clearly influences the spatial distribution of soil organic carbon in urban areas, and by using land use type as auxiliary data, we can obtain a more accurate spatial distribution of soil organic carbon and predict the total storage capacity of the soil. This study may result in significant advances in the spatial prediction of soil organic carbon for urban areas.
。准确预测土壤有机碳分布是气候变化背景下城市绿地土壤管理的重要课题。采用克里格结合土地利用、普通克里格法、逆距离加权法和径向基函数等4种地统计学方法,预测雄安新区土壤有机碳含量和土壤有机碳密度的空间分布格局,估算有机碳储量,评价土地利用类型对土壤有机碳储量空间预测的作用。结果表明:土壤有机碳含量随土壤深度的增加而降低,且受不同土地利用方式的影响显著(p<0.05);克里格与土地利用的相关系数平均比其他方法高0.229。kriging与土地利用组合的均方根误差和平均绝对误差分别比其他方法低0.148和0.139。Kriging结合土地利用方法在预测土壤有机碳含量的空间分布、土壤有机碳密度的空间分布和土壤有机碳的空间分布方面具有较大的优势,4种插值方法的预测结果相似。土壤有机碳平均密度为2085 Gg (0 ~ 30 cm)和1363 Gg (30 ~ 60 cm)。综上所述,土地利用类型对城市土壤有机碳的空间分布有明显的影响,利用土地利用类型作为辅助数据,可以获得更准确的土壤有机碳空间分布,预测土壤总储量。该研究对城市土壤有机碳的空间预测具有重要意义。
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引用次数: 0
Determination of the influence of biostimulants on soil properties and field crop yields 测定生物刺激剂对土壤性质和大田作物产量的影响
IF 2.2 4区 农林科学 Q2 AGRONOMY Pub Date : 2022-12-05 DOI: 10.31545/intagr/155955
P. Findura, Ivana Šindelková, R. Rusinek, H. Karami, M. Gancarz, Petr Bartos
. There are increasing demands to increase the pro-ductivity of crops grown in unfavourable soil conditions. The ob-jective of this study was to evaluate the potential of biostimulants to improve soil properties and crop yields. A field experiment was conducted to assess the impact of Neosol (a soil activator), biostimulant Explorer (a rhizosphere activator) and AKEO (min - eral fertilizer activator, Olmix Group) on soil in terms of the yields of spring and winter wheat and winter rape. Numerous soil char - acteristics related to soil structure were evaluated at the 0-20 and 20-40 cm depth ranges e.g. bulk density, soil porosity, structural coefficient. The results show that the application of biostimulants has a positive effect on soil bulk density, porosity and the struc - tural coefficient. The biostimulants had a positive effect on the yields of crops.
. 越来越多的人要求提高在不利土壤条件下种植的作物的生产力。本研究的目的是评估生物刺激素改善土壤性质和作物产量的潜力。通过田间试验,评价了土壤活化剂Neosol、根际活化剂Explorer和无机肥料活化剂AKEO对春小麦、冬小麦和冬油菜产量的影响。在0-20 cm和20-40 cm深度范围内评估了许多与土壤结构相关的土壤特征,如容重、土壤孔隙度、结构系数。结果表明,生物刺激素的施用对土壤容重、孔隙度和结构系数均有积极影响。生物刺激素对作物产量有积极的影响。
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引用次数: 4
Management systems impact on soil spatial variability under semi-arid climates conditions 半干旱气候条件下管理系统对土壤空间变异性的影响
IF 2.2 4区 农林科学 Q2 AGRONOMY Pub Date : 2022-12-05 DOI: 10.31545/intagr/155276
Serdar Sari
. Cropping systems are one of the most important living components affecting the surface soil spatial variability. Composite disturbed and undisturbed soils were collected (inter-sections of the grid system, 50 x 50 m) at 0-20 and 20-40 cm depths under maize ( Zea mays ), wheat ( Triticum aestivum ), and alfalfa ( Medicago sativa L.) cropping systems from the farmer’s field, in the Igdir Plain, eastern Turkey. Soil spatial variability was based on clay, silt, and sand, calcium carbonate (CaCO 3 ) and organic matter, the pH, electrical conductivity, bulk density, aggregate stability and penetration resistance of the soil were determined. The data was analysed using both statistical and geostatistical approaches and suggested that the spatial distribution model and spatial dependence level varied significantly within the farm soils. Exponential, Gaussian, and spherical semivariogram models were found to be the best models to explain the spatial structure of the soil properties. Clay and sand, electrical conductivity, soil organic matter, bulk density, aggregate stability, and penetration resistance were found to be significantly different between the soil depths. The soil property ranges of the variogram were between 58.5 and 305.9 m and showed a moderate to strong spatial dependence. The development of spatial distribution maps for the soil variables analysed provided for a comparison to be made between the various soil properties and raises the possibility of understanding heterogeneity within the farm in the form of a regional representation. It may be concluded that these maps will assist in determining site-specific soil use and identifying the impact of soil management.
种植系统是影响地表土壤空间变异性的最重要的生物组成部分之一。在土耳其东部伊格迪尔平原农民的田地里,在玉米(玉米)、小麦(小麦)和苜蓿(苜蓿)种植系统下,在0-20和20-40厘米的深度采集了扰动和未扰动的复合土壤(网格系统的横断面,50 x 50米)。土壤空间变异性基于粘土、淤泥和沙子、碳酸钙(CaCO3)和有机质,测定了土壤的pH值、电导率、堆积密度、团聚体稳定性和抗渗透性。使用统计学和地统计学方法对数据进行了分析,结果表明,农田土壤中的空间分布模型和空间相关性水平差异很大。指数、高斯和球形半变差函数模型被发现是解释土壤性质空间结构的最佳模型。粘土和沙子、电导率、土壤有机质、堆积密度、骨料稳定性和渗透阻力在土壤深度之间存在显著差异。变差函数的土壤性质范围在58.5至305.9 m之间,表现出中等至强烈的空间依赖性。所分析的土壤变量的空间分布图的开发提供了各种土壤特性之间的比较,并提高了以区域代表的形式理解农场内异质性的可能性。可以得出结论,这些地图将有助于确定特定地点的土壤使用,并确定土壤管理的影响。
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引用次数: 0
Considering different water supplies can improve the accuracyof the WOFOST crop model and remote sensing assimilation in predicting wheat yield 考虑不同供水量可以提高WOFOST作物模型和遥感同化预测小麦产量的准确性
IF 2.2 4区 农林科学 Q2 AGRONOMY Pub Date : 2022-11-17 DOI: 10.31545/intagr/154892
Xin Xu, Shuaijie Shen, F. Gao, Jian Wang, Xinming Ma, Shuping Xiong, Zehua Fan
. The study was carried out in order to clarify the effects of different water and irrigation conditions on crop models and remote sensing assimilation results. It involved taking winter wheat from 17 test sites in Henan Province as the research object and calibrating the World Food Studies model. The ensemble Kalman filter algorithm was used to calibrate the two modes and Moderate-resolution Imaging Spectroradiometer-Leaf Area Index of the calibrated world food studies model. The study found that the average error of the world food studies model for simulating flowering and maturity periods is within 2 days, the R 2 of the leaf area index calibration results is between 0.87-0.98, and the R 2 and root mean square error of the verification results are 0.77 and 1.06 respectively. Under the latent model, the R 2 of the world food studies model taking account of the water supply situation and the assimilation results without taking account of the water supply situation are 0.50 and 0.48, respectively. In the water restriction mode, the R 2 increased from 0.79 to 0.86 compared with the assimilation results where the water supply was not considered. The results show that: depending on the water supply of different regions, selecting the corresponding assimilation parameters can effectively improve the prediction accuracy of crop models and remote sensing assimilation for wheat yields under different water and irrigation conditions.
进行这项研究是为了阐明不同的水和灌溉条件对作物模型和遥感同化结果的影响。以河南省17个试验点的冬小麦为研究对象,对世界粮食研究模型进行了标定。使用集合卡尔曼滤波算法对两种模式和校准后的世界粮食研究模型的中分辨率成像光谱仪叶面积指数进行了校准。研究发现,世界粮食研究模型模拟开花期和成熟期的平均误差在2天内,叶面积指数校准结果的R2在0.87-0.98之间,验证结果的R2和均方根误差分别为0.77和1.06。在潜在模型下,考虑供水情况的世界粮食研究模型的R2和不考虑供水情况下的同化结果分别为0.50和0.48。在限水模式下,与不考虑供水的同化结果相比,R2从0.79增加到0.86。结果表明:根据不同地区的供水情况,选择相应的同化参数,可以有效地提高作物模型和遥感同化对不同水分和灌溉条件下小麦产量的预测精度。
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引用次数: 0
Effects of land uses and soil types on microbial activity and community structure 土地利用和土壤类型对微生物活性和群落结构的影响
IF 2.2 4区 农林科学 Q2 AGRONOMY Pub Date : 2022-11-17 DOI: 10.31545/intagr/155096
Ravi Gangwar, M. Makádi, B. Bresilla, Mohammed Zain, T. Weldmichael, I. Demeter, A. Táncsics, M. Cserhati, T. Szegi
. This study was conducted in order to understand the effects of land use and soil types on microbial activity and community structure. Soil samples were collected from four different soil types (Solonetz, Solonchak, Chernozem and Gleysol) being used under different land use practices (arable, pasture and meadow). The soil chemical properties, moisture content, microbiological activity and community size were investigated. The principal component analysis results showed that differ - ent land uses and soil types are clearly separated based on the chemical properties of the soil. The canonical correspondence analysis results revealed that more than 78% of variation in the microbiological properties of the samples could be explained by environmental factors. Significant biological differences were observed among the different land use practices and soil types, and also soil cultivation affected the different groups of soil microbes. Sampling sites were separated into two main clusters (Bray-Curtis) based on certain microbiological properties, salt-affected and non-salt-affected soils. The soil types were the main driving factor, with high soil taxonomic distances, however, low taxonomic distances indicated that land use had more pronounced effects on soil microbiological properties.
本研究旨在了解土地利用和土壤类型对微生物活性和群落结构的影响。从四种不同的土壤类型(Solonetz、Solonchak、Chernozem和Gleysol)收集土壤样本,这些土壤类型在不同的土地利用实践(耕地、牧场和草地)下使用。研究了土壤化学性质、水分含量、微生物活性和群落规模。主成分分析结果表明,不同的土地利用和土壤类型根据土壤的化学性质而明显分离。典型对应分析结果表明,样品微生物特性的78%以上的变化可以由环境因素解释。不同土地利用方式和土壤类型之间存在显著的生物学差异,土壤耕作对不同土壤微生物群也有影响。根据某些微生物特性,将采样点分为两大类(Bray-Curtis),即受盐影响的土壤和非受盐影响土壤。土壤类型是主要驱动因素,土壤分类距离高,但分类距离低表明土地利用对土壤微生物特性的影响更显著。
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引用次数: 1
Effects of wheat straw returning and potassium application rates on the physicochemical properties and lodging resistance of different stem internodes in direct-seeded rice 麦秆还田和施钾量对直播水稻不同茎节理化性质和抗倒伏性的影响
IF 2.2 4区 农林科学 Q2 AGRONOMY Pub Date : 2022-11-15 DOI: 10.31545/intagr/155271
Bo Li, Ying Luo, Changchun Guo, Yonggang Yang, Xiaojuan Yuan, Mengwen Xing, P. Fan, Chuanhai Shu, Feijie Li, Haojun Fu, Zhiyuan Yang, Zongkui Chen, Jun Ma, Yuanyuan Sun, Yongjian Sun
. This study aimed to evaluate the relationship between the physicochemical properties and lodging index of different stem internodes and the yield of direct-seeded rice. Two treatments of wheat straw returning (returning and non-returning) and five potassium application rates of 0, 62.5, 125, 187.5, and 250 kg ha -1 were applied. Wheat straw returning combined with a potassium application rate of 125 kg ha -1 significantly promoted potassium accumulation, increased total soluble sugar and lignin contents, improved breaking moment, reduced the flattening rate and lodging resistance index of different internode stems, and increased the yield. Correlation analysis revealed that compared with those of the 4th and 5th internodes, potassium content and accumulation and total soluble sugar and lignin contents of the 3rd internode were significantly positively correlated with yield (r = 0.85**-0.93**) and negatively correlated with the stem flat rate and lodging index (r = -0.67*– -0.79**), which improved lodging resistance in collaboration with the 4th and 5th internodes (r = 0.82**-0.95**). Increasing potassium accumulation, total soluble sugar and lignin content, and reducing stem flatness of the 3rd stem internodes are important factors for improving lodging resistance of direct-seeded rice and may provide a basis for improving the 4th and 5th stem internodes.
本研究旨在评价不同茎节的理化性质和倒伏指数与直播水稻产量之间的关系。采用秸秆还田和不还田两种处理,施钾量分别为0、62.5、125、187.5和250 kg ha-1。秸秆还田与125 kg ha-1的施钾量相结合,显著促进了钾的积累,增加了总可溶性糖和木质素含量,改善了破碎时刻,降低了不同节间茎的压扁率和抗倒伏指数,提高了产量。相关分析表明,与第4和第5节间相比,第3节间的钾含量、积累量、总可溶性糖和木质素含量与产量呈显著正相关(r=0.85**-0.93**),与茎扁平率和倒伏指数呈负相关(r=-0.67*-0.79**),与第4和第5茎节协同提高了倒伏抗性(r=0.82**-0.95**)。增加钾积累、总可溶性糖和木质素含量以及降低第3茎节的茎平坦度是提高直播水稻倒伏抗性的重要因素,可为提高第4和5茎节提供依据。
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引用次数: 1
Long-term no tillage alleviates subsoil compaction and drought-induced mechanical impedance 长期免耕减轻底土压实和干旱引起的机械阻抗
IF 2.2 4区 农林科学 Q2 AGRONOMY Pub Date : 2022-10-05 DOI: 10.31545/intagr/154596
Hengfei Wang, Li Wang, T. Ren
. No tillage was introduced to Northeast China to prevent the soil degradation caused by conventional tillage systems. However, there are concerns that no tillage will result in soil mechanical impedance. In this study, we investigated the effects of conventional tillage and no tillage on soil strength properties using a long-term field study initiated in 2011 on a silt clay loam soil. In 2018 and 2019, soil bulk density, water content, the degree of compactness, and penetrometer resistance were measured before tillage and after planting, and also, the changes in soil profile water content and penetrometer resistance were monitored during drying periods. Results showed that conventional tillage led to the formation of a compacted zone beneath the cultivated layer, with higher bulk density, degree of compactness, and penetrometer resistance values. After converting from conventional tillage to no tillage for 8 to 9 years, the bulk density, penetrometer resistance, and degree of compactness were increased to a moderate extent in the topsoil but were lowered in the subsurface soil. During drying periods, as compared to conventional tillage plots, the no tillage plots maintained higher water contents, which resulted in lower penetrometer resistances below a 15 cm depth and the later arrival of the threshold penetrometer resistance of 2 MPa. Long-term no tillage alleviated subsoil compaction and retarded drought-induced soil strength development.
. 为了防止传统耕作制度造成的土壤退化,在东北地区引入了免耕制度。然而,人们担心不耕作会导致土壤的机械阻抗。在这项研究中,我们通过2011年开始的对粉质粘壤土的长期实地研究,研究了常规耕作和免耕作对土壤强度特性的影响。2018年和2019年分别在耕作前和种植后测量了土壤容重、含水量、密实度和穿透电阻,并监测了干旱期土壤剖面含水量和穿透电阻的变化。结果表明:常规耕作可使耕层下方形成密实带,其容重、密实度和穿透电阻值均较高;由常规耕作转为免耕8 ~ 9年后,表层土壤容重、穿透阻力和密实度均有中等程度的提高,而地下土壤容重、密实度则有所降低。在干燥期,与常规耕作地块相比,免耕地块保持较高的含水量,这导致15cm以下的穿透阻力较小,并且较晚到达2 MPa的穿透阻力阈值。长期免耕缓解了底土压实,延缓了干旱引起的土壤强度发育。
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引用次数: 2
A semi-empirical equation to predict filling wall pressures on oblique conical hoppers 斜锥漏斗充填壁压力的半经验方程
IF 2.2 4区 农林科学 Q2 AGRONOMY Pub Date : 2022-09-26 DOI: 10.31545/intagr/152675
E. Gallego, J. Fuentes, F. Ayuga
. Hoppers are frequently used in steel silos, especially in farm facilities and food industries. These structures occasionally have an oblique hopper with an eccentric outlet to improve the flow of material during discharge. The 2006 version of the European standard EN 1991-4 uses classical Walker theory to predict wall pressures on concentric hoppers, but oblique hoppers are not considered. The authors have developed a Finite Element Model to predict the wall pressures on oblique hoppers and several sensitivity analyses have been made to study the possible influence of different parameters including outlet eccentricity, the outlet cir cumferential position, the aspect ratio of the silo and hopper, and different stored materials. The results show that the circumferential location and eccentricity of the outlet are the main factors affect ing the pressures on oblique hoppers. A semi-empirical equation is proposed to estimate the expected pressures on oblique hoppers which is designed to match with the maximum normal pressure obtained from the simulation, and to provide a good representation for the circumferential distribution of normal pressures. The results of this research may be of interest with regard to the upcoming revised version of the European standard EN 1991-4.
。料斗经常用于钢筒仓,特别是在农业设施和食品工业。这些结构偶尔有一个斜料斗与偏心出口,以改善物料在排出过程中的流动。2006年版本的欧洲标准EN 1991-4使用经典的沃克理论来预测同心料斗的壁压,但不考虑斜料斗。建立了斜料斗壁压有限元模型,并对斜料斗壁压进行了敏感性分析,研究了出口偏心率、出口圆向位置、料仓与料斗长径比以及不同物料对斜料斗壁压的影响。结果表明,出口的周向位置和偏心是影响斜料斗压力的主要因素。提出了一个估算斜料斗期望压力的半经验方程,该方程与模拟得到的最大法向压力相匹配,并能很好地表示法向压力的周向分布。这项研究的结果可能与即将修订的欧洲标准en1991 -4有关。
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引用次数: 0
Spatial variability of thermal properties in relation to the application of selected soil-improving cropping systems (SICS) on sandy soil 选择性土壤改良耕作制度(SICS)对沙土热性质空间变异的影响
IF 2.2 4区 农林科学 Q2 AGRONOMY Pub Date : 2022-09-16 DOI: 10.31545/intagr/152122
B. Usowicz, J. Lipiec
. The study aimed to determine the effect of randomly applied soil-improving cropping systems on the variability of soil thermal conductivity, heat capacity, and thermal diffusivity over the course of a 3-year (2016-2018) study. The field experiment included the control and the following soil-improving cropping systems: liming, leguminous catch crops for green manure, farm yard manure, and liming+leguminous catch crops+farmyard manure together with spring oats (2017) and spring wheat (2018). The parameters such as bulk density, water content, and values of soil thermal conductivity, heat capacity, and thermal diffusivity have been determined. The thermal properties were measured at the current water content in situ and in water-saturated and dry soil states in the laboratory. The thermal properties in the wet year of 2017 increased in the subareas with a predominance of leguminous catch crops for green manure, farmyard manure, and liming+leguminous catch crops+farmyard manure, whereas the soil-improving cropping systems effect was not consistent after stubble tilling in the dry year of 2018. Cross-semivariograms which used the sand content as an auxiliary variable and cokriging produced a better prediction than the semivariograms and kriging. The fractal analysis indicated that the number of subareas differing in thermal properties was mainly modified by water content and bulk density. The spatial spread of the soil thermal properties during the water-saturated and dry states increased in subareas with a higher bulk density.
. 该研究旨在确定在一项为期3年(2016-2018)的研究过程中,随机施用的土壤改良种植制度对土壤导热系数、热容和热扩散率变异性的影响。田间试验包括对照和以下土壤改良种植制度:石灰化、豆科绿肥捕收作物、农家肥、石灰化+豆科捕收作物+农家肥加春燕麦(2017)和春小麦(2018)。诸如体积密度、含水量、土壤导热系数、热容和热扩散系数等参数已经确定。在实验室中测量了当前原位含水量、水饱和和干燥土壤状态下的热性能。2017年湿年豆科作物以绿肥、农家肥和石灰+豆科作物+农家肥为主的分区热物性增加,而2018年干年留茬后土壤改良系统效果不一致。以含砂量为辅助变量的交叉半变分法和克里格法的预测效果优于半变分法和克里格法。分形分析表明,不同热物性分区的数量主要受含水率和容重的影响。土壤热特性在饱和和干燥状态下的空间分布随着容重的增大而增大。
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引用次数: 1
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