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Determination of Competitive Adsorption and Desorption of Heavy Metals by Isotherm and Sequential Extraction Methods in Different Soil Orders in Erzurum Plain 被引量:1
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作者 M. Turan S. Ata +6 位作者 A. Gunes N. Ataoglu A. Esringu O. Uzun M. Ozgul M. Y. Canbolat I. Bogdan 《Journal of Agricultural Science and Technology》 2010年第6期20-33,共14页
The objective of this study was to DTPA (complexion agent) and a sequential extraction procedure, and adsorption-desorption isotherm (competitive) evaluate the mobility and distribution of Fe, Zn, Mn, Cu, Cd, Ni, ... The objective of this study was to DTPA (complexion agent) and a sequential extraction procedure, and adsorption-desorption isotherm (competitive) evaluate the mobility and distribution of Fe, Zn, Mn, Cu, Cd, Ni, and Pb using the in surface samples of five soil great groups differing in their physicochemical properties. For determining heavy metal adsorption and desorption capacities of soil samples, six different concentrations (0, 2.5, 5, 10, 15 and 20 mg Lt) were used in a laboratory experiment with tree replications. An analytical procedure involving sequential chemical extractions has been used for partitioning of heavy metals into five fractions. Sorption isotherms were characterized using linear, Frendlich and Langmuir equations. The results indicated that the selective sequences of the metal adsorption based on the distribution coefficient was Pb〉Cu〉Ni〉Cd〉Zn〉Mn〉Fe and Pb, Cu, and Ni are the most strongly sorbed metals by these soils, whereas Cd, Zn and Mn are the least sorbed ones. The total adsorbed amount of these metals on the studied soils was well described by Langmuir equation. Calciorthid had the highset Pb, Cu, Ni, Cd, Zn, Mn, and Fe adsorption, and the sequences followed order Fluvaquent〉Argiustoll〉Pellustert〉Haplustept of the studied soil. 展开更多
关键词 Adsorption DESORPTION heavy metal sequential analysis soil order.
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A pedodiversity pattern: taxonomically established soil orders in China
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作者 张学雷 龚子同 《Journal of Geographical Sciences》 SCIE CSCD 2004年第z1期52-56,共5页
Under the framework of Chinese Soil Taxonomy, all the 14 established soil orders including Histosols, Anthrosols, Spodosols, Andisols, Ferralisols, Vertisols, Aridisols, Halosols, Gleyosols, Isohumisols, Ferrisols, Lu... Under the framework of Chinese Soil Taxonomy, all the 14 established soil orders including Histosols, Anthrosols, Spodosols, Andisols, Ferralisols, Vertisols, Aridisols, Halosols, Gleyosols, Isohumisols, Ferrisols, Luvisols, Cambisols and Primosols, forming a complicated pedodiversity pattern resulted from both various natural conditions and long history of human activities, are introduced with brief descriptions. At the end of the paper, the selected references in English are listed for foreign readers to get further information in detail if needed. 展开更多
关键词 soil orders pedodiversity pattern China Chinese soil Taxonomy
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Soil bacterial depth distribution controlled by soil orders and soil forms
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作者 Peipei Xue Alex B.McBratney +6 位作者 Budiman Minasny Tony O'Donnell Vanessa Pino Mario Fajardo Wartini Ng Neil Wilson Rosalind Deaker 《Soil Ecology Letters》 CAS 2022年第1期69-77,共9页
Human disturbances to soils can lead to dramatic changes in soil physical,chemical,and biological properties.The influence of agricultural activities on the bacterial community over different orders of soil and at dep... Human disturbances to soils can lead to dramatic changes in soil physical,chemical,and biological properties.The influence of agricultural activities on the bacterial community over different orders of soil and at depth is still not well understood.We used the concept of genoform and phenoform to investigate the vertical(down to 1 m depth)soil bacterial community structure in paired genosoils(undisturbed forests)and phenosoils(cultivated vineyards)in different soil orders.The study was conducted in the Hunter Valley area,New South Wales,Australia,where samples were collected from 3 different soil orders(Calcarosol,Chromosol,and Kurosol),and each soil order consists of a pair of genosoil and phenosoil.The bacterial community structure was analyzed using highthroughput sequencing of 16S rRNA.Results showed that bacterial-diversity decreased with depth in phenosoils,however,the trend is less obvious in genoform profiles.Topsoil diversity was greater in phenosoils than genosoils,but the trend was reversed in subsoils.Thus,cropping not only affected topsoil bacteria community but also decreased its diversity in the subsoil.Bacterial community in topsoils was influenced by both soil orders and soil forms,however,in subsoils it was more impacted by soil orders.Constrained Analysis of Principal Coordinates revealed that cropping increased the similarity of bacterial structures of different soil orders.This study highlighted the strong influence of agricultural activities on soil microbial distribution with depth,which is controlled by soil order. 展开更多
关键词 Bacterial distribution soil depth soil forms/land use Genosoil and phenosoil soil type/soil order
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State space solution to 3D multilayered elastic soils based on order reduction method
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作者 艾智勇 成怡冲 刘鹏 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2012年第11期1371-1380,共10页
Starting with the governing equations in terms of displacements of 3D elastic media, the solutions to displacement components and their first derivatives are obtained by the application of a double Fourier transform a... Starting with the governing equations in terms of displacements of 3D elastic media, the solutions to displacement components and their first derivatives are obtained by the application of a double Fourier transform and an order reduction method based on the Cayley-Hamilton theorem. Combining the solutions and the constitutive equations which connect the displacements and stresses, the transfer matrix of a single soil layer is acquired. Then, the state space solution to multilayered elastic soils is further obtained by introducing the boundary conditions and continuity conditions between adjacent soil layers. The numerical analysis based on the present theory is carried out, and the vertical displacements of multilayered foundation with a weak and a hard underlying stratums are compared and discussed. 展开更多
关键词 state space solution multilayered elastic soil double Fourier transform order reduction method
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Fractional description of mechanical property evolution of soft soils during creep 被引量:16
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作者 De-shun YIN Yan-qing LI +1 位作者 Hao WU Xiao-meng DUAN 《Water Science and Engineering》 EI CAS CSCD 2013年第4期446-455,共10页
The motion of pore water directly influences mechanical properties of soils, which are variable during creep. Accurate description of the evolution of mechanical properties of soils can help to reveal the internal beh... The motion of pore water directly influences mechanical properties of soils, which are variable during creep. Accurate description of the evolution of mechanical properties of soils can help to reveal the internal behavior of pore water. Based on the idea of using the fractional order to reflect mechanical properties of soils, a fractional creep model is proposed by introducing a variable-order fractional operator, and realized on a series of creep responses in soft soils. A comparative analysis illustrates that the evolution of mechanical properties, shown through the simulated results, exactly corresponds to the motion of pore water and the solid skeleton. This demonstrates that the proposed variable-order fractional model can be employed to characterize the evolution of mechanical properties of and the pore water motion in soft soils during creep. It is observed that the fractional order from the proposed model is related to the dissipation rate of pore water pressure. 展开更多
关键词 variable-order fractional model fractional order soil creep evolution ofmechanical properties soft soil
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Bt cotton influencing enzymatic activities under varied soils 被引量:1
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作者 Kasturikasen Beura Amitava Rakshit 《Open Journal of Ecology》 2013年第8期505-509,共5页
The enzymatic activity was evaluated under both Bt and non-Bt systems in varied soil type. The study was conducted during the 2010 wet season (July to December) in a net-house at the Institute of Agricultural Sciences... The enzymatic activity was evaluated under both Bt and non-Bt systems in varied soil type. The study was conducted during the 2010 wet season (July to December) in a net-house at the Institute of Agricultural Sciences of Banaras Hindu University. It was carried out on three different soil ordersi.e.entisol, inceptisol and alfisol. Bt cotton (cvNCS-138) and its non-transgenic isoline (cvNCS-138) were grown until maturity. A no crop pot was maintained with three replications for all the three soil orders. Study design was a factorial experiment under a completely randomized block design with three replications. The study concludes that soil under Bt cotton cultivar produced significantly higher amount of phosphatase activity than both nonBt and no crop treatments at three growth stages. And the value decreased as the crop growth period advanced. The interaction effect between soil type and Bt-crop was found to be significant in different growth stages throughout the growing season. Results from the study revealed that a significant reduction (9.4%) of the dehydrogenase activity and soil respiration (5%) in the rhizosphere of Bt cotton over non-Bt isoline. 展开更多
关键词 BT COTTON ENZYMATIC ACTIVITY soil orderS
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Soil Biological and Biochemical Responses to Cd Exposure 被引量:1
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作者 R. Ebhin Masto Rajkumar Ahirwar +2 位作者 Joshy George L. C. Ram V. A. Selvi 《Open Journal of Soil Science》 2011年第1期8-15,共8页
Heavy metals can stimulate the activity of soil enzymes in smaller amounts, but act as inhibitors if present in high concentrations. Natural and anthropogenic heavy metal contamination and its disturbances on soils ca... Heavy metals can stimulate the activity of soil enzymes in smaller amounts, but act as inhibitors if present in high concentrations. Natural and anthropogenic heavy metal contamination and its disturbances on soils can be evaluated by using enzymatic activities as sensors. To study the effects of Cd, soil added with known Cd concentrations (0, 10, 20, 50,100 and 200 mg/kg soil) were incubated for a period of 30 days at 28℃. At intervals of 0, 5, 10, 20 and 30 days samples were withdrawn for enzyme assays like dehydrogenase (DHA), catalase (CAT), phenol oxidase (PHE), and peroxidise (PER). In a separate experiment the effect of Cd on active microbial biomass carbon (AMBC), basal soil respiration (BSR), and metabolic quotient were studied. AMBC showed a reduction trend with increase in Cd concentration, and a maximum reduction of 47% was observed at 30th day for 200 mg/kg treatment. BSR also has got the same trend, with a maximum decrease of 42% at the 30th day. With the rate of Cd amendments and treatment period, DHA has shown an inhibition trend;whereas maximum decrease was observed for 200 mg/kg treatment at 30th day. CAT, PER, and PHE were found to be increased with Cd addition and remained at higher levels than in the control soil. These changes can be attributed to the effect of Cd on microbial activities. Based on cluster analysis, AMBC appears to be the sensitive indicators for the soil exposed to Cd contamination. 展开更多
关键词 Chemical Elements Dynamics Synergism ANTAGONISM Information Function Hierarchic order soil Formation MINERAL SUBSTRATUM
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A study on scheme of soil and water conservation regionalization in China 被引量:4
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作者 赵岩 王治国 +4 位作者 孙保平 张超 纪强 冯磊 史明昌 《Journal of Geographical Sciences》 SCIE CSCD 2013年第4期721-734,共14页
Regionalization of soil and water conservation is a base for the planning of soil and water conservation in China. It can provide scientific basis for constructing healthy eco-environment and regional management and d... Regionalization of soil and water conservation is a base for the planning of soil and water conservation in China. It can provide scientific basis for constructing healthy eco-environment and regional management and development. It makes a brief review of related regionalization of study and makes clear the concept of regionalization of soil and water conservation. In this paper, based on synthetical analysis of the characteristics of eco-environments of China, the principles, indices and nomenclature of the regionalization of soil and water conservation are proposed. Through the construction of the regionalization of soil and water conservation collaboration platform and data reporting system, combined with existing soil and water conservation research, this paper uses the top-down and bottom-up and the combination of qualitative and quantitative methods to build soil and water conservation regionalization preliminary scheme, with 8 regions, 41 sub-regions and 117 sections divided in China. 展开更多
关键词 soil and water conservation soil erosion REGIONALIZATION indices system classification order China
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Interrelation of Chemical Elements Content in Plants underConditions of Primary Soil Formation
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作者 Vladimir Mukhomorov Liudmila Anikina 《Open Journal of Soil Science》 2011年第1期1-7,共7页
It is presented the results of a long-term and intensive experiment, which models the processes of primary soil formation under controlled agro-ecosystems. The influence of mineral substrate transformation is analyzed... It is presented the results of a long-term and intensive experiment, which models the processes of primary soil formation under controlled agro-ecosystems. The influence of mineral substrate transformation is analyzed on the content of chemical elements in plants tomato, and wheat. For the first time have been established dynamic synergistic and antagonistic interrelations between the chemical elements in a various bodies of the plant (roots, reproductive bodies, stems, and leaves). Using methods of the theory of information was revealed dynamics of collective state of chemical elements in the plants. It is shown that the collective states of the chemical elements which defined by the information function is strictly differentiated for different plant bodies, and have hierarchic order. We analyzed the following chemical elements Si, Al, Fe, Mg, Ca, K, P, S, Cl, Na, Mn, Zn. 展开更多
关键词 Chemical ELEMENTS Dynamics Synergism ANTAGONISM Information Function Hierarchic order soil Formation MINERAL SUBSTRATUM
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不同分数阶微分形式在盐渍土电导率高光谱反演中的适用性研究 被引量:2
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作者 周凤玺 滕祥帅 +1 位作者 郝君明 王立业 《光谱学与光谱分析》 SCIE EI CAS 北大核心 2025年第1期272-281,共10页
近年来,部分学者将分数阶微分理论应用到盐渍土电导率高光谱反演中,取得了较为显著的效果。然而,已有研究多采用Grünwald-Letnikov分数阶微分定义形式,对于Riemann-Liouville、Caputo分数阶微分定义形式的应用研究较少,Riemann-Lio... 近年来,部分学者将分数阶微分理论应用到盐渍土电导率高光谱反演中,取得了较为显著的效果。然而,已有研究多采用Grünwald-Letnikov分数阶微分定义形式,对于Riemann-Liouville、Caputo分数阶微分定义形式的应用研究较少,Riemann-Liouville、Caputo分数阶微分定义形式在盐渍土电导率高光谱反演中的适用性尚不明确。基于实测土壤电导率和高光谱数据,考虑常见的Grünwald-Letnikov、Riemann-Liouville和Caputo三类分数阶微分定义形式,通过软件编程实现Grünwald-Letnikov、Riemann-Liouville、Caputo分数阶微分处理函数,比较分析了不同分数阶微分定义形式下,土样高光谱数据在同阶微分处理后的差异性以及随阶数增加后的变化特征。结果表明:土样光谱反射率曲线在不同分数阶微分定义形式下,同阶微分处理后表现出较大差异;在0.1~1阶范围内,随微分阶数的增加,Grünwald-Letnikov、Riemann-Liouville、Caputo分数阶微分处理后高度变异波段数量均呈现出增加趋势;当微分阶数趋于1时,光谱反射率微分值逐渐降低且向0值逼近,波动范围逐渐减小,而光谱数据的变异性却随着波动范围的减小而增强;Grünwald-Letnikov分数阶微分处理在0.6、0.7阶相关系数提升9.5%、6.7%,Riemann-Liouville和Caputo分数阶微分处理后,相关系数分别在0.8~0.9阶、0.7~0.9阶提升1%左右。该研究为高光谱数据预处理提供了一种新的研究思路,为更好的将分数阶微分理论应用到土壤盐渍化遥感反演中提供参考。 展开更多
关键词 盐渍土 电导率 光谱反射率 分数阶微分
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季冻区路基改良膨胀土分数阶S-M蠕变模型研究
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作者 姚兆明 魏航 +3 位作者 李哲 王洵 蹇膨远 方庆 《佳木斯大学学报(自然科学版)》 2025年第7期87-90,共4页
掌握高海拔地区改良膨胀土力学特性是路基合理设计、施工及运营的关键。为更好地研究改良膨胀土的力学性质,对红原县的土样开展不同温度、不同石灰掺量下的无侧限抗压强度和蠕变试验。蠕变试验下应变值与石灰掺量呈负相关;与温度呈正相... 掌握高海拔地区改良膨胀土力学特性是路基合理设计、施工及运营的关键。为更好地研究改良膨胀土的力学性质,对红原县的土样开展不同温度、不同石灰掺量下的无侧限抗压强度和蠕变试验。蠕变试验下应变值与石灰掺量呈负相关;与温度呈正相关。将分数阶微积分引入S-M本构模型并建立了描述土体蠕变行为的分数阶S-M模型,研究表明模型能较好的预测土体的蠕变行为。 展开更多
关键词 冻土力学 改良膨胀土 分数阶导数 S-M蠕变模型
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Long Term Soil and Water Assessment Tool (SWAT) Calibration from an Ecohydrology Perspective
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作者 Sivarajah Mylevaganam Raghavan Srinivasan Vijay P. Singh 《Open Journal of Applied Sciences》 2015年第7期344-354,共11页
The performance on prediction by mathematical models which represent the conceived image of a system such as hydrology is oftentimes represented through calibration and verification processes. Oftentimes a best fit be... The performance on prediction by mathematical models which represent the conceived image of a system such as hydrology is oftentimes represented through calibration and verification processes. Oftentimes a best fit between observed and predicted flows is obtained through correlation coefficient (R2) and the Nash Sutcliffe model efficiency (NSE) by minimizing the average Root Mean Square Error (RMSE) of the observed versus simulated flows. However, these days, a new paradigm is emerging wherein accounting for the flow variability for the protection of freshwater biodiversity and maintenance of goods and services that rivers provide is paramount. Therefore, from an ecohydrology perspective, it is not clear if the existing method of model calibration meets the needs of the riverine ecosystem at its best. Thus, this study investigates and proposes a methodology using entropy theory to gage the calibration of Soil and Water Assessment Tool (SWAT) from an ecohydrology perspective characterized by the natural flow-regime paradigm: Indicators of Hydrologic Alteration. 展开更多
关键词 Principle of MAXIMUM ENTROPY ECOHYDROLOGY Indicators of Hydrologic Alteration MAXIMUM ENTROPY ordered Weighted Averaging soil and WATER Assessment Tool CALIBRATION
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冻结黏土非整数阶修正S-M损伤蠕变模型研究 被引量:1
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作者 姚兆明 赖龙辉 +1 位作者 汤海东 陈军浩 《人民长江》 北大核心 2025年第1期180-186,共7页
冻土蠕变特性是判断冻土结构是否稳定的决定性因素。以山东张集地区黏土为研究对象,对冻结黏土进行单轴抗压试验与蠕变试验,得到了在不同冻结温度和应力加载等级下的冻结黏土蠕变规律。通过在Singh-Mitchell(S-M)模型中引入双曲线函数... 冻土蠕变特性是判断冻土结构是否稳定的决定性因素。以山东张集地区黏土为研究对象,对冻结黏土进行单轴抗压试验与蠕变试验,得到了在不同冻结温度和应力加载等级下的冻结黏土蠕变规律。通过在Singh-Mitchell(S-M)模型中引入双曲线函数和非整数阶微积分,建立了能反映冻结温度和应力加载等级因素影响的冻结黏土非整数阶修正S-M蠕变模型。进一步引入损伤变量,并结合试验数据建立了损伤变量与温度关系公式,提出了非整数阶修正S-M损伤蠕变模型,该模型能较好地描述冻结黏土非稳定蠕变阶段。研究结果表明:随着冻结温度的降低,冻结黏土强度明显提高,蠕变变形减小;应力加载等级变化对冻结黏土蠕变变形影响显著。与经典S-M模型计算值和试验值的对比表明,所建模型能够准确反映温度效应下不同应力加载等级的冻结黏土蠕变规律,并且拟合优度更高。该模型参数同时具有物理和数学意义,且模型参数较少,适用于实际工程应用。 展开更多
关键词 冻土 蠕变 本构模型 Singh-Mitchell模型 非整数阶导数
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DNA extraction method selection for agricultural soil using TOPSIS multiple criteria decision-making model 被引量:1
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作者 Sepideh Pakpour Snizhana V. Olishevska +2 位作者 Shiv O. Prasher Abbas S. Milani Martin R. Chénier 《American Journal of Molecular Biology》 2013年第4期215-228,共14页
There is an increased interest in the extraction of nucleic acids from various environmental samples since culture-independent molecular techniques contribute to deepen and broaden the understanding of a greater porti... There is an increased interest in the extraction of nucleic acids from various environmental samples since culture-independent molecular techniques contribute to deepen and broaden the understanding of a greater portion of uncultivable microorganisms. Due to difficulties to select the optimum DNA extraction method in view of downstream molecular analyses, this article presents a straightforward mathematical framework for comparing some of the most commonly used methods. Four commercial DNA extraction kits and two physical-chemical methods (bead-beating and freeze-thaw) were compared for the extraction of DNA under several quantitative DNA analysis criteria: yield of extraction, purity of extracted DNA (A260/280 and A260/230 ratios), degradation degree of DNA, easiness of PCR amplification, duration of extraction, and cost per extraction. From a practical point of view, it is unlikely that a single DNA extraction strategy can be optimum for all selected criteria. Hence, a systematic Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) was employed to compare the methods. The PowerSoil? DNA Isolation Kit was systematically defined as the best performing method for extracting DNA from soil samples. More specifically, for soil:manure and soil:manure:biochar mixtures, the PowerSoil?DNA Isolation Kit method performed best, while for neat soil samples its alternative version gained the first rank. 展开更多
关键词 DNA Extraction Agricultural soil BIOCHAR POULTRY MANURE Multiple Criteria DECISION-MAKING Technique for order PREFERENCE by Similarity to IDEAL Solution
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Carbon and Nitrogen Mineralization Kinetics from Organically-Amended Upland Purplish Soil
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作者 Hamidou Bah Amara Cissé +1 位作者 Mabetty Touré Bo Zhu 《Open Journal of Soil Science》 2024年第11期726-740,共15页
The application of organic amendments in upland soils may influence soil carbon (C) and nitrogen (N) mineralization, which are very important for understanding plant nutrition. However, the kinetics of C and N mineral... The application of organic amendments in upland soils may influence soil carbon (C) and nitrogen (N) mineralization, which are very important for understanding plant nutrition. However, the kinetics of C and N mineralization from organically amended upland purplish soils has been poorly studied. Therefore, this study investigates C and N mineralization kinetics in organically amended upland purplish soils. Incubation experiments were conducted using soil samples collected from experimental plots that have been under long-term organic amendment fertilization, which includes: Organic manure (OM), crop residues (CR), combined organic manure with inorganic fertilizers (OMNPK), combined crop residue with inorganic fertilizers (CRNPK), conventional inorganic fertilizer (NPK), and no fertilizer (CK). The results showed that organically amended treatments increased C and N mineralization rates by 8 - 24% and 17 - 33%, respectively, compared with NPK. Likewise, the amount of potentially mineralizable carbon (Co) and nitrogen (No) increased by 4 - 9% and 15 - 20%, respectively, compared to the conventional NPK treatment. The rate constants for labile C (kC) and N (kN) were 6 - 29% and 3 - 27% higher than the NPK treatment, respectively. In addition, the initial potential rate of C (Co × kC) and N (No × kN) in organically amended soils were 10 - 37% and 18 - 52% higher compared to NPK. This study tried to show that the mechanisms of N supply was direct application of mineral N fertilizer and mineralization of organic N, while the N retention was reducing soil active N loss and storing more active N in cropland of purplish soil. These results suggest that the long-term application of organic amendments to upland soils may increase nutrient bioavailability. 展开更多
关键词 Agricultural Practices First-order Kinetics Mineralization Rates Organic Fertilizers soil Organic Matter
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伊犁河谷土壤储水量及其影响因素
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作者 杨立荣 胡桂清 张文太 《湖北农业科学》 2025年第8期104-109,共6页
基于2023年8—9月在伊犁河谷布点调查的119个土壤剖面,比较了不同土壤类型(土纲)、不同土地利用类型之间0~30 cm与0~120 cm土壤储水量的差异,用多元线性回归法分析了伊犁河谷土壤储水量的主要影响因素。结果表明,就土壤类型而言,0~120 c... 基于2023年8—9月在伊犁河谷布点调查的119个土壤剖面,比较了不同土壤类型(土纲)、不同土地利用类型之间0~30 cm与0~120 cm土壤储水量的差异,用多元线性回归法分析了伊犁河谷土壤储水量的主要影响因素。结果表明,就土壤类型而言,0~120 cm土壤储水量表现为半水成土(323 mm)>半淋溶土(213 mm)>钙层土(193 mm)>高山土(161 mm)>干旱土(108 mm),而各土地利用类型0~120 cm土壤储水量表现为耕地(266 mm)>林地(199 mm)>园地(184 mm)>草地(153 mm)。伊犁河谷0~120 cm土壤平均储水量为201 mm,即9.56×10^(9)m^(3)。土壤容重、降雨量、蒸散发量、归一化植被指数(NDVI)、高程对土壤储水量均有显著影响,砂粒含量与干燥度对0~30 cm土壤储水量产生影响,而坡度、剖面曲率显著影响0~120 cm土壤储水量。 展开更多
关键词 土壤储水量 土地利用类型 土纲 多元线性回归 土壤水库 伊犁河谷
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分数阶微分数据变换在滨海盐渍土盐分反演中的适用性 被引量:4
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作者 潘昊 陈诗扬 +3 位作者 李祎森 李映祥 曹怀堂 刘佳 《农业工程学报》 北大核心 2025年第3期73-82,共10页
滨海地区是中国重要的农业生态功能区,土壤盐渍化已成为该区域土地生产力退化的主要因素。为探索分数阶微分(fractional-order differentiation,FOD)数据变换在滨海盐碱地盐渍化监测中的应用潜力,该研究以中国北方典型滨海盐渍化区域—... 滨海地区是中国重要的农业生态功能区,土壤盐渍化已成为该区域土地生产力退化的主要因素。为探索分数阶微分(fractional-order differentiation,FOD)数据变换在滨海盐碱地盐渍化监测中的应用潜力,该研究以中国北方典型滨海盐渍化区域—河北省黄骅市为研究区,利用环境减灾二号卫星(HJ-2B)高光谱影像,进行了阶数范围为0~2.0、步长为0.1的FOD数据变换。通过分析不同阶数下3类土壤(非盐渍化、轻度盐渍化、重度盐渍化)的光谱特征及其反射率与土壤含盐量的相关性,筛选出对土壤盐分敏感的波段作为模型输入,进而基于梯度提升机(gradient boosting machine,GBM)实现土壤盐分反演。结果表明:1)在0.9阶微分光谱下,3类土壤的光谱差异最为显著且与土壤含盐量的相关性最高,相关系数达到0.58;2)在FOD数据变换的基础上,结合皮尔逊相关性分析,计算了各波段在0~2.0阶范围内的反射率与土壤含盐量的相关性均值。结果显示,960、1 630、1 975、975和2 140 nm波段与土壤含盐量具有较高相关性,适合作为模型输入变量,以提升滨海盐碱地盐渍化监测的精度;3)根据光谱特征分离度和相关性排序,筛选出0、0.5、0.9、1.0、1.1和1.5共6个FOD变换阶数用于土壤盐分反演。其中,0.9阶影像反演精度最高,优于原始光谱和整数阶光谱,决定系数达0.78,均方根误差为1.0 g/kg。总体而言,FOD数据变换能更有效地揭示土壤含盐量与光谱信息的非线性关系,研究结果可为滨海盐碱地及其他区域的高光谱遥感土壤盐渍化监测提供参考。 展开更多
关键词 遥感 土壤含盐量 高光谱影像 分数阶微分数据变换 敏感波段 梯度提升机
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4种树苗生长的干旱胁迫响应取决于低序级根性状
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作者 杨智慧 韦柳端 +5 位作者 于淼 董天心 张星宇 张新娜 马冰倩 徐程扬 《林业科学》 北大核心 2025年第9期81-89,共9页
【目的】分析1~3序级根系性状的变化及其对生长在不同土壤干旱胁迫程度中树苗的苗高、地径相对生长量的影响,揭示生物学特性差异较大的树种个体生长对干旱胁迫的1~3序级根系响应机制。【方法】选用生长速度、生态习性差异较大的4个树种... 【目的】分析1~3序级根系性状的变化及其对生长在不同土壤干旱胁迫程度中树苗的苗高、地径相对生长量的影响,揭示生物学特性差异较大的树种个体生长对干旱胁迫的1~3序级根系响应机制。【方法】选用生长速度、生态习性差异较大的4个树种(元宝枫、山桃、栓皮栎和栾树)的1年生实生苗,通过土壤水分梯度控制试验,测量1~5序级根系的平均直径(RD)、比根长(SRL)、比根表面积(SRA)和根组织密度(RTD),利用相对相互作用指数来评价干旱强度对苗木生长和根系性状的相对影响程度,分析了干旱胁迫对苗木的高相对生长量、地径相对生长量的影响,研究了低序级根系RD、SRL、SRA及RTD对高相对生长量、地径相对生长量的影响机制。【结果】土壤干旱对4个树种幼苗的高相对生长量、地径相对生长量均产生极显著的影响(P<0.001),并且这种影响的种间差异极显著(P<0.001),种间差异远大于干旱梯度间差异:严重干旱使元宝枫和栾树幼苗的高、地径生长同步降低,山桃幼苗的高、地径生长在干旱环境中向细、高方向发展,而栓皮栎幼苗的高、地径同步提高。苗木生长差异格局显著受到低序级(1~3序级)根系的RD、SRL、SRA及RTD变化的影响,与高序级(4和5序级)根系性状间相关性较低;幼苗的高相对生长量、地径相对生长量与低序级根的RD、SRA显著正相关(P<0.05),与低序级根的SRL、RTD显著负相关(P<0.05),即苗木的土壤资源获取策略变化在一定程度上决定了苗木地上生长。元宝枫和栾树幼苗的高、地径相对生长量较高,并伴随着较高的低序级根系的RD和SRA,即以资源获取对策适应干旱环境;而山桃和栓皮栎幼苗的高、地径相对生长量较低,并伴随着较高的SRL和RTD,即以保守策略适应干旱环境。【结论】土壤干旱对树木幼苗的高和地径生长的影响与低序级根系性状变化密切相关,且这种关系存在树种差异。在干旱土壤环境中,元宝枫和栾树幼苗依赖大量细根获取土壤资源,属于快速投资收益型;而山桃和栓皮栎的根系直径较大,属于慢速投资收益型。4个树种在土壤干旱环境中吸收根的性状总体上向避旱方向发展。 展开更多
关键词 低序级根 根系功能性状 土壤干旱 树苗相对生长量 树种间差异
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广西大瑶山国家级自然保护区不同海拔森林土壤有机碳矿化特征 被引量:3
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作者 黄远泽 胡彬 +5 位作者 张凌睿 徐武 蒙检 卢峰 金恒 覃林 《环境生态学》 2025年第1期46-52,130,共8页
研究不同海拔森林土壤有机碳矿化特征对于深入理解山地森林生态系统碳循环具有重要意义。以广西大瑶山国家级自然保护区不同海拔的常绿阔叶林(660 m)、针阔混交林(1430 m)和高山矮林(1750 m)为研究对象,基于各森林类型土壤(0~10 cm)室... 研究不同海拔森林土壤有机碳矿化特征对于深入理解山地森林生态系统碳循环具有重要意义。以广西大瑶山国家级自然保护区不同海拔的常绿阔叶林(660 m)、针阔混交林(1430 m)和高山矮林(1750 m)为研究对象,基于各森林类型土壤(0~10 cm)室内25℃矿化培养试验,探讨南亚热带向中亚热带过渡区不同海拔森林土壤有机碳的矿化特征。结果表明,在40 d培养期内,高海拔森林土壤有机碳累积矿化量、矿化速率均显著高于低海拔森林土壤(p<0.05)。土壤有机碳(SOC)与土壤矿化速率正相关,含量更高的土壤有机碳提供了更多的矿化底物能够支持更高的微生物量,同时还有利于惰性土壤有机碳向易分解有机碳转化从而利于土壤有机碳的分解。全氮(TN)增加会显著降低反硝化功能基因丰度,增加土壤有效氮含量,促进微生物生物量增加,并促进微生物分泌获取能量的酶活性,有利于提高土壤有机碳矿化速率。不同海拔森林土壤有机碳矿化过程能用一阶动力学模型较好地拟合。海拔梯度上,土壤有机碳潜在矿化量(C_(p))高海拔森林土壤显著高于低海拔森林土壤,但土壤矿化速率常数(k)却是高海拔森林显著小于低海拔森林(p<0.05)。Mantle test和随机森林回归分析结果表明,TN和SOC是影响C_(p)的重要因素,而k主要受硝态氮(NO_(3)^(-)-N)和SOC的制约。总之,在全球气候持续变暖趋势下,该保护区高海拔森林土壤预计将释放更多的CO_(2),从而对大气条件产生较大影响。 展开更多
关键词 森林类型 土壤有机碳 海拔 有机碳矿化 一阶动力学模型
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基于FOD-CNN光谱指数的滨海地区盐渍化估算模型
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作者 杨吉存 郭兵 《农业工程学报》 北大核心 2025年第15期76-85,共10页
为有效开展黄河三角洲地区盐渍化遥感监测,减少高光谱数据冗余,提高模型构建精度,该研究提出一种基于光谱指数的分数阶微分-卷积神经网络(FOD-CNN,fractional-order differential-convolutional neural networks)监测模型。该研究以东... 为有效开展黄河三角洲地区盐渍化遥感监测,减少高光谱数据冗余,提高模型构建精度,该研究提出一种基于光谱指数的分数阶微分-卷积神经网络(FOD-CNN,fractional-order differential-convolutional neural networks)监测模型。该研究以东营市为研究区,对高光谱数据进行预处理及FOD变换处理,构建二维光谱指数进行敏感参量的筛选,采用卷积神经网络(convolutional neural networks,CNN)、偏最小二乘回归(partial least squares regression,PLSR)和随机森林(random forest,RF)模型开展对土壤含盐量监测的研究。分数阶微分变换能够有效突出光谱曲线变化过程中的渐变信息,且能够极显著(P<0.01)提高不同光谱指数与土壤含盐量之间的相关性;相较于PLSR模型和RF模型,CNN模型测试集相对分析误差(RPD,relative percent difference)分别提高1.74、1.76,决定系数(coefficient of determination,R^(2))分别提高0.03、0.28,均方根误差(root mean square error,RMSE)分别减少1.47、1.52 g/kg;CNN模型对轻、中、重及极重度盐渍化均表现出较好的反演效果,PLSR模型对极重度盐渍化反演效果较好,而RF模型反演效果均较差。该研究通过FOD与CNN模型相结合,提出了更适用于该地区盐分反演的更具有鲁棒性的FOD-CNN模型,可为研究黄河三角洲盐渍化的监测提供一定的技术支撑。 展开更多
关键词 遥感 土壤 盐渍化 分数阶微分 高光谱 卷积神经网络 东营市
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