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Phosphorus Adsorption and Its Correlation with Physicochemical Properties of Volcanic-Influenced Soils of Meupi-Awing in Northwest Cameroon 喀麦隆西北部Meupi-Awing火山影响土壤磷吸附及其与理化性质的相关性
IF 2.2 Q3 SOIL SCIENCE Pub Date : 2022-08-24 DOI: 10.1155/2022/6890503
Mofor Nelson Alakeh, Njoyim Estella Buleng Tamungang, Fai Joel Alongifor
This study evaluated the physicochemical properties and phosphorus adsorption characteristics of surface soils (0–30 cm) of Meupi on the flank of Mount Lefo-Awing. In volcanic-influenced soils, usually characterized by high acidity, phosphorus is often not readily available to plants, and this deficit tends to limit plant growth. Soil physicochemical properties and phosphorus adsorption studies were carried out using standard techniques. Results of soil physicochemical studies showed that the soils were strongly acidic (pH ranged from 4.7 to 5.1), with low available phosphorus (5.47 to 6.97 mg/kg). The apparent equilibrium time for phosphorus to be adsorbed in the analyzed soils was 24 hours. Phosphorus sorption studies revealed that the rate of phosphorus adsorption increased with an increase in the concentration of added phosphorus but decreased at a certain level at higher concentrations because the soil had no more capacity to adsorb phosphorus. The degree of fitness (R2) of the phosphorus adsorption data for the different adsorption models was in the order Langmuir < Temkin < Van Huay < Freundlich. This suggested that the Freundlich isotherm model was the best fit to describe P sorption processes in soils. The pseudo-second-order kinetics model, which assumed that the rate of phosphorus sorption was dependent on the number of active sites, gave a good fit to predict and describe the kinetics of phosphorus sorption from the soil solution. The capacity of the soil to adsorb phosphorus significantly correlated positively with amorphous Fe (r = 0.953 and p < 0.05 ), free Fe (r = 0.984, 0.976 and p < 0.05 ), free Al (r = 0.994 and p < 0.01 , r = 0.988 and p < 0.05 ), and clay (r = 0.968 and p < 0.05 ), which were the main parameters considered as predictors of phosphorus adsorption activities in the soils.
本研究对乐佛阿翁山山麓梅皮表层土壤(0 ~ 30 cm)的理化性质和磷吸附特性进行了研究。在通常以高酸度为特征的火山影响土壤中,植物往往不容易获得磷,而这种缺乏往往限制了植物的生长。采用标准技术对土壤理化性质和磷吸附进行了研究。土壤理化研究结果表明,土壤呈强酸性(pH值为4.7 ~ 5.1),有效磷较低(5.47 ~ 6.97 mg/kg)。磷在土壤中吸附的表观平衡时间为24小时。土壤对磷的吸附研究表明,土壤对磷的吸附速率随着磷添加浓度的增加而增加,但随着磷添加浓度的增加,土壤对磷的吸附速率在一定程度上下降。不同吸附模型对磷吸附数据的拟合度R2为Langmuir < Temkin < Van Huay < Freundlich。这表明Freundlich等温线模型最适合描述土壤中磷的吸收过程。拟二级动力学模型假设磷的吸附速率取决于活性位点的数量,可以很好地预测和描述土壤溶液中磷的吸附动力学。土壤对磷的吸附能力与无定形铁(r = 0.953, p < 0.05)、游离铁(r = 0.984, 0.976, p < 0.05)、游离铝(r = 0.994, p < 0.01, r = 0.988, p < 0.05)和粘土(r = 0.968, p < 0.05)呈极显著正相关,这是土壤对磷吸附活性的主要预测参数。
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引用次数: 1
Field-Based Biochar, Pumice, and Mycorrhizae Application on Dryland Agriculture in Reducing Soil Erosion 田间生物炭、浮渣和菌根在旱地农业中减少土壤侵蚀的应用
IF 2.2 Q3 SOIL SCIENCE Pub Date : 2022-08-12 DOI: 10.1155/2022/1775330
Surya Sabda Nugraha, J. Sartohadi, M. Nurudin
Biochar, pumice, and mycorrhizae applications using direct testing methods in the field have not been widely carried out. The application of biochar in this study was used as a conservation material to control runoff and erosion. The research was conducted using a field plot during the peak of the rainy season (March-April) of 2021. The study was conducted in areas where the soil material is dominated by clay (>40%) and steep slope angles (>60%). The cropping pattern at the research site is generally cassava in the dry season and corn in the rainy season. Four 1 × 10 m field plots with corn stands were prepared with biochar, pumice, mycorrhizae, and control treatments. Runoff and sediment measurements were carried out by calculating the volume of water and suspension in the storage tank. The effect of three treatments was observed and measured through some soil characteristics such as bulk density (BD), specific gravity (SG), porosity, organic matter content (OM), cation exchange capacity (CEC), and aggregate stability. The highest rainfall in March and April reached 441 mm/month, with the highest intensity reaching 150 mm/week. Under intense rainfall, biochar application provides better performance than pumice and mycorrhizae. Runoff reduction from biochar is the highest, with 51.67%. On the other hand, pumice and mycorrhizae show a lower effectivity in decreasing runoff with 40.15% and 37.92%, respectively. The effectivity on lowering runoff translates to each ameliorant’s performance in reducing soil loss. Biochar decreases soil loss by 50.78%, while pumice and mycorrhizae decrease soil loss by 37.9% and 26.26%. The application of biochar reduced the rate of erosion by altering soil characteristics. Biochar application provides better soil characteristics by reducing BD and SG while at the same time increasing the porosity, OM, CEC, and aggregate stability. The changes provided by biochar can provide means to both soil conservation and increase in soil productivity.
使用现场直接测试方法的生物炭、浮石和菌根应用尚未广泛开展。生物炭在本研究中的应用被用作控制径流和侵蚀的保护材料。这项研究是在2021年雨季高峰期(3月至4月)使用田间地块进行的。该研究是在土壤材料以粘土(>40%)和陡坡角(>60%)为主的地区进行的。研究地点的种植模式通常是旱季种植木薯,雨季种植玉米。四个1 × 10 用生物炭、浮石、菌根和对照处理制备了玉米地m块。径流和沉积物的测量是通过计算水箱中的水和悬浮液的体积来进行的。通过堆密度(BD)、比重(SG)、孔隙率、有机质含量(OM)、阳离子交换容量(CEC)和团聚体稳定性等土壤特性,观察和测量了三种处理的效果。3月和4月的最高降雨量达到441 mm/月,最高强度达150 毫米/周。在强降雨条件下,施用生物炭比浮石和菌根具有更好的性能。生物炭的径流减少率最高,为51.67%。浮石和菌根的径流减少效率较低,分别为40.15%和37.92%。降低径流的有效性转化为每种改良剂在减少土壤流失方面的表现。生物炭减少土壤流失50.78%,浮石和菌根减少土壤流失37.9%和26.26%。生物炭的施用通过改变土壤特性降低了侵蚀速率。施用生物炭可以减少BD和SG,同时增加孔隙率、OM、CEC和骨料稳定性,从而提供更好的土壤特性。生物炭提供的变化可以为土壤保护和提高土壤生产力提供手段。
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引用次数: 4
Soil Restoration Practices on Priming Effect Intensity and Carbon Fluxes 土壤修复措施对启动效应强度和碳通量的影响
IF 2.2 Q3 SOIL SCIENCE Pub Date : 2022-08-11 DOI: 10.1155/2022/1038514
Abdourhimou Amadou Issoufou, Bachirou Hamadou Younoussa, I. Soumana, A. Mahamane
The decomposition of soil organic matter (SOM) is one of the most important processes influencing the global carbon (C) cycle, the physicochemical characteristics of soils, and the mineralization of nutrients for plant growth and soil food webs. Yet, priming effects are considered to be large enough to influence ecosystem carbon fluxes. Here, we have tested the effects of soil restoration practices on priming effects and carbon fluxes. Our results suggest that indirect effects such as altered stabilization of older C associated with the increased inputs of fresh plant inputs (“priming”) add uncertainty to the prediction of future soil C responses. In addition, restoration influences the abundance and diversity of decomposers, as well as the soil microbial community, by inducing up to more CO2 emission with fresh millet straw addition in fresh state than the predecomposed one. Restoration had strongly increased the impact by up to 22.7%, while the priming effect (PE) mineralization did not increase. The latter of the nonrestored site was lower than that of the restored site by 14.9–22.7%; the lowest mineralization per unit carbon was recorded in the nonrestored site. Through the “4 per 1000” initiative, it has been very recently demonstrated that priming effects could have a noticeable impact on soil carbon sequestration. The study has revealed that the degraded soil played a dominant positive role in the soil organic carbon mineralization. Our results provide solid evidence that SOC content plays a critical role in regulating apparent priming effects, with important implications for the improvement of C cycling models under global change scenarios.
土壤有机质(SOM)的分解是影响全球碳循环、土壤物理化学特征以及植物生长和土壤食物网营养物质矿化的最重要过程之一。然而,启动效应被认为足够大,足以影响生态系统的碳通量。在这里,我们测试了土壤恢复实践对启动效应和碳通量的影响。我们的研究结果表明,与新鲜植物输入增加(“启动”)相关的较老C的稳定性改变等间接影响为未来土壤C反应的预测增加了不确定性。此外,恢复会影响分解者的丰度和多样性,以及土壤微生物群落,因为在新鲜状态下添加新鲜小米秸秆会比预先分解的秸秆产生更多的二氧化碳排放。恢复使影响大大增加了22.7%,而引发效应(PE)矿化没有增加。未恢复场地的后者比恢复场地低14.9-22.7%;每单位碳矿化度最低的是未储存的场地。通过“千分之四”倡议,最近已经证明,启动效应可能对土壤固碳产生显著影响。研究表明,退化土壤对土壤有机碳矿化起着主导性的积极作用。我们的研究结果提供了确凿的证据,证明SOC含量在调节表观启动效应中起着关键作用,对改善全球变化情景下的碳循环模型具有重要意义。
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引用次数: 0
Site-Specific Fertilizer Recommendation for Barley (Hordeum vulgare L.) Using the QUEFTS Model in Wolaita Zone in Southern Ethiopia 埃塞俄比亚南部沃莱塔地区利用QUEFTS模型推荐大麦(Hordeum vulgare L.)的现场专用肥料
IF 2.2 Q3 SOIL SCIENCE Pub Date : 2022-08-10 DOI: 10.1155/2022/7710139
Mesfin Kassa, Wasie Halie, F. Kebede
Although Ethiopia is a center of barley domestication and diversity, and barley has an important place in African dry land agriculture due to its resilience to wide-ranging stresses; the average yield continues to be low, mainly due to low soil fertility. Site-specific fertilizer recommendation for barley in Wolaita, Ethiopia, has a pivotal role not only in optimizing barley productivity but also in maintaining ecological balance. Thus, this study was conducted to assess the relationship between grain yield and site-specific nutrient requirements for a target yield using a Quantitative Evaluation of the Fertility of Tropical Soil (QUEFTS) model. The data input was derived from field experiments predominantly in the major barley production areas of Wolaita, Ethiopia. Calibration of the QUEFTS model was estimated by describing the two boundary lines of the maximum accumulation and dilution of N, P, and K contents targeting the barley grain yield. The study revealed that balanced nutrient requirements estimated by the QUEFTS model had a good correlation between the simulated and observed grain yields (r2 = 0.82 ∗ , 0.88 ∗ , and 0.83 ∗ ) for different sites, namely, Doga Mashido, Kokate, and Gurimo Koyisha, respectively, while evaluation of the QUEFTS model by U-Theil values showed a good agreement between the simulated and observed yields. Therefore, the study concluded that the QUEFTS model can be used for determining nutrient requirements of crops, thereby contributing to the development of site-specific fertilizer recommendations.
尽管埃塞俄比亚是大麦驯化和多样性的中心,大麦因其对广泛压力的抵御能力而在非洲旱地农业中占有重要地位;平均产量仍然很低,主要是由于土壤肥力低。埃塞俄比亚沃莱塔的大麦专用肥料推荐不仅在优化大麦生产力方面,而且在维持生态平衡方面发挥着关键作用。因此,本研究使用热带土壤肥力定量评估(QUEFTS)模型来评估粮食产量与目标产量的特定地点养分需求之间的关系。数据输入主要来自埃塞俄比亚沃莱塔主要大麦产区的田间试验。QUEFTS模型的校准是通过描述以大麦产量为目标的N、P和K含量的最大积累和稀释的两条边界线来估计的。研究表明,QUEFTS模型估计的平衡营养需求在模拟和观测的粮食产量之间具有良好的相关性(r2 = 0.82*、0.88*和0.83*),而通过U-Theil值对QUEFTS模型的评估显示,模拟产量和观测产量之间存在良好的一致性。因此,该研究得出结论,QUEFTS模型可用于确定作物的营养需求,从而有助于制定特定地点的肥料建议。
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引用次数: 2
Characterization of Humic Acids Isolated from Selected Soils of Livingston Island by CP/MAS 13C NMR and ESR Spectroscopy 利用CP/MAS 13C NMR和ESR光谱分析Livingston岛土壤中腐植酸的特性
IF 2.2 Q3 SOIL SCIENCE Pub Date : 2022-08-05 DOI: 10.1155/2022/7540077
E. Abakumov, R. Yaneva, V. Polyakov, M. Zhiyanski
The tundra and tundra barrens of the maritime Antarctica represent a unique type of terrestrial ecosystem, geographically confined to the region of the Antarctic Peninsula and a number of surrounding archipelagos. Antarctic soils are underestimated in the quantity of organic matter (OM) pools, organic remnant humification/mineralization rates, and biogenic-abiogenic interactions. The structure of reserves for humic substances within the permafrost zone, as well as the role of the molecular composition of organic substances, are still poorly understood. In this study, we investigate humic acids of selected sub-Antarctic soils in terms of elemental and structural composition to evaluate OM stabilization degree and to assess carbon distributions in the molecules by solid-state CP/MAS 13C NMR and ESR spectroscopy. The results obtained show that the studied humic acids consist mainly of aliphatic structural fragments. According to ESR spectroscopy, it was noted that the most stable molecules by the data of ESR spectroscopy are formed in postornithogenic soils. In contrast, the average portion of the aromatic compounds is about 30% in humic acids, extracted from soils with evident ornithogenic effect.
南极海洋的冻土带和冻土带荒地代表了一种独特的陆地生态系统,地理上仅限于南极半岛和周围的一些群岛地区。南极土壤在有机质库的数量、有机残留腐殖化/矿化速率和生物-非生物相互作用方面被低估。多年冻土带内腐殖质储量的结构,以及有机物质分子组成的作用,仍然知之甚少。在这项研究中,我们从元素和结构组成方面研究了选定的亚南极土壤的腐植酸,以评估OM的稳定程度,并通过固态CP/MAS 13C NMR和ESR光谱评估了分子中的碳分布。结果表明,所研究的腐植酸主要由脂肪族结构片段组成。根据ESR谱分析,ESR谱数据表明,最稳定的分子是在成矿后土壤中形成的。相比之下,腐植酸中芳香族化合物的平均含量约为30%,从土壤中提取,具有明显的造鸟作用。
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引用次数: 1
Parameter Uncertainty Analysis for Streamflow Simulation Using SWAT Model in Nashe Watershed, Blue Nile River Basin, Ethiopia 青尼罗流域纳什流域SWAT模型流量模拟参数不确定性分析
IF 2.2 Q3 SOIL SCIENCE Pub Date : 2022-07-19 DOI: 10.1155/2022/1826942
M. Leta, Dessalegn Geleta Ebsa, Motuma Shiferaw Regasa
The hydrological model is an important tool in water resource management, allocation, and prediction. However, the hydrological models are subject to the uncertainty resulting from different sources of errors involved in the large number of parameters. The hydrological models in the management of water resources play a very significant role in quantifying uncertainty. Therefore, uncertainty analysis implementation is essential to advance confidence in modeling before performing the hydrological simulation. The purpose of the study was to assess the uncertainty parameters for the streamflow using the Soil and Water Assessment Tool (SWAT) hydrological model integrated sequential uncertainty fitting (SUFI-2) algorithm to Nashe watershed located in the Northwestern, Upper Blue Nile River Basin. The required input data for this study were digital elevation model, land use, soil map and data, meteorological data (precipitation, minimum and maximum temperature, wind speed, solar radiation, and relative humidity), and streamflow data. The calibration and validation model was computed to simulate the observed streamflow data from 1985 to 2008 including two years of warm-up periods. Model calibration, validation, and analysis of parameter uncertainty were conducted for both daily and monthly observed streamflows at the gauging stations through SUFI-2, which is one of the algorithms of the SWAT-Calibration and Uncertainty Program (SWAT_CUP). The results show that CN_2, GW_DELAY, ALPHA_BNK, CH_N2, and SOL_AWC were the most sensitive parameter for the monthly period and had a great impact on the streamflow simulation. Modeling results indicated that the method provides better results for the monthly time period than the daily time period for both calibration and validation. The result indicated that R2 and NSE were 0.89 and 0.85 and 0.82 and 0.79, respectively, monthly and daily during the calibration. The validation likewise demonstrated a good performance with R2 and NSE results of 0.88 and 0.78 and 0.85 and 0.76, respectively, for monthly and daily time periods. The results of this study provide a scientific reference based on uncertainty analysis to decision-makers to improve the decision support process in river basin management.
水文模型是水资源管理、分配和预测的重要工具。然而,水文模型受到大量参数所涉及的不同误差来源的不确定性的影响。水资源管理中的水文模型在量化不确定性方面起着非常重要的作用。因此,在进行水文模拟之前,实施不确定性分析对于提高建模的可信度至关重要。本研究采用水土评估工具(SWAT)水文模型综合序列不确定性拟合(SUFI-2)算法,对青尼罗上游纳西流域的径流不确定性参数进行了评估。本研究需要输入的数据包括数字高程模型、土地利用、土壤图和数据、气象数据(降水、最低和最高温度、风速、太阳辐射、相对湿度)和河流流量数据。计算了校正和验证模型,模拟了1985年至2008年的观测流量数据,其中包括两年的预热期。利用SWAT_CUP - calibration and uncertainty Program (SWAT_CUP)算法之一的SUFI-2对各测量站逐日和逐月观测流量进行模型定标、验证和参数不确定度分析。结果表明,CN_2、GW_DELAY、ALPHA_BNK、CH_N2和SOL_AWC是月间最敏感的参数,对径流模拟影响较大。建模结果表明,该方法对月周期的校正和验证效果均优于日周期。结果表明,每月和每日的R2和NSE分别为0.89和0.85,0.82和0.79。验证同样显示了良好的性能,R2和NSE结果分别为0.88和0.78,每月和每日时间段分别为0.85和0.76。研究结果为决策者改进流域管理决策支持过程提供了科学参考。
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引用次数: 5
Study of the Effect of Mercury Salt on the Presence of Annelida (Lumbricus terrestris) in Soil and the Histological Changes on the Skin Tissue 汞盐对土壤中环节动物存在的影响及皮肤组织学变化的研究
IF 2.2 Q3 SOIL SCIENCE Pub Date : 2022-07-15 DOI: 10.1155/2022/6817507
Hanan Fawzy Salman, Nagam Khudhair, Thefaf Abdullah Ahmed, Ahmed Khalid AL-ANI, Ibrahim Faisal Ibrahim
The earthworm is the most beneficial organism for assessing metallic contamination due to the fact that critical high-quality correlations have been determined between earthworm steel concentrations and soil cadmium, copper, lead, zinc, and mercury concentrations. The mercury compounds are very poisonous for most organisms. Here, we investigated the ability of earthworms (Lumbricus terrestris) to HgCl2 (below laboratory conditions). A study of the effect of five different salt concentrations of mercury chloride (HgCl2) 1 ppm, 5 ppm, 10 ppm, 50 ppm, and 100 ppm was studied on worm survival and calculation of the concentration required to destroy half the number of worms (LC50). The results showed that there is an inverse relationship between these salt concentrations and the time required to perish 100% of worms. It was found that the concentration of 100 ppm is the lethal concentration of half the number (LC50) of the earthworm (Lumbricus terrestris). The effects of the salt concentrations used confirmed their effect on the experimental worm weights as well, so the concentration of 50 ppm was the most influential on earthworm weights of the type of Lumbricus terrestris, as it caused a reduction 12% of worm weights with a significant difference, while the concentrations 1 ppm and 100 ppm were the least effective, as they caused the worms to decrease by only (5%), while the remaining two concentrations 5 ppm and 10 ppm caused their effect to decrease by 7% only. Thus, it can be concluded that lower worm weights have nothing to do with the lethal concentrations of the heavy metal salt (HgCl2). The histological study also showed that low concentrations of mercury chloride salt have less effect on earthworms’ skin tissue compared to higher concentrations.
蚯蚓是评估金属污染最有益的生物,因为蚯蚓的钢浓度与土壤镉、铜、铅、锌和汞浓度之间已经确定了关键的高质量相关性。汞化合物对大多数生物都是剧毒的。在这里,我们研究了蚯蚓(Lumbricus terrestris)对HgCl2的能力(在实验室条件下)。研究了氯化汞(HgCl2) 5种不同盐浓度(1 ppm、5 ppm、10 ppm、50 ppm和100 ppm)对蠕虫存活率的影响,并计算了消灭一半蠕虫所需的浓度(LC50)。结果表明,盐浓度与线虫100%死亡所需的时间呈反比关系。结果发现,100 ppm的浓度是蚯蚓(Lumbricus terrestris)半数的致死浓度(LC50)。所使用的盐浓度的影响也证实了它们对实验蚯蚓体重的影响,因此50 ppm的浓度对陆地蚓类蚯蚓体重的影响最大,因为它使蚯蚓体重减少了12%,差异显著,而1 ppm和100 ppm的浓度效果最差,因为它们只使蚯蚓体重减少了5%。而其余两种浓度(5ppm和10ppm)仅使其效果降低7%。因此,可以得出结论,较低的虫重与重金属盐(HgCl2)的致死浓度无关。组织学研究还表明,与高浓度相比,低浓度氯化汞盐对蚯蚓皮肤组织的影响较小。
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引用次数: 1
Yield Response of Faba Bean to Lime, NPSB, and Rhizobium Inoculation in Kiremu District, Western Ethiopia 埃塞俄比亚西部Kiremu地区蚕豆对石灰、NPSB和根瘤菌接种的产量响应
IF 2.2 Q3 SOIL SCIENCE Pub Date : 2022-06-28 DOI: 10.1155/2022/3208922
Dereje Geleta, G. Bekele
Faba bean (Vicia faba L.) is one of the most important winter legume crops for human consumption as a green or dried, fresh, or canned. Low soil fertility and acidity are the major constraints of faba bean production in Ethiopia. A field experiment was conducted in the Kiremu district of West Oromia, Ethiopia, under rain-fed conditions on a farmer's field to evaluate the effect of different rates of lime and NPSB-blended fertilizer application with and without inoculation on yield components and yield of faba bean. The three factors, lime rates (0, 2, and 4 t ha−1), mineral fertilizer rates (0, 60, 120, and 180 kg·ha−1 NPSB), and rhizobium inoculation (with and without), were combined in 3 x 4 x 2 factorial arrangement of RCBD in three replications. The data were collected on yield and yield components and subjected to the analysis of variance (ANOVA). The ANOVA results revealed that the number of pods per plant, number of seeds per pod, hundred seeds weight, harvest index, aboveground biomass, and grain yield were significantly affected by the treatment. Therefore, the highest faba bean yield was obtained from the application of 2 t limes ha−1, 120 NPSB ha−1, and 500 g·ha−1 rhizobium inoculation, and thus, the integrated application of the aforementioned rates of lime, NPSB, and rhizobium inoculation could be recommended for maximizing the productivity profitability of faba bean production in the study area and similar agro-ecologies.
蚕豆(Vicia Faba L.)是最重要的冬季豆科作物之一,可作为绿色或干燥,新鲜或罐装供人类食用。土壤肥力和酸度低是埃塞俄比亚蚕豆生产的主要制约因素。在埃塞俄比亚西奥罗米亚州Kiremu地区,在雨养条件下,在一农户田间进行了田间试验,评价了接种和不接种不同剂量石灰和npsb混合肥料对蚕豆产量组成和产量的影响。在3个重复中,将石灰用量(0、2和4 t ha−1)、矿物肥用量(0、60、120和180 kg·ha−1 NPSB)和根瘤菌接种(含和不含)这3个因素组合在RCBD的3 × 4 × 2因子安排中。收集产量和产量成分数据,进行方差分析(ANOVA)。方差分析结果表明,处理对单株荚果数、荚果数、百粒重、收获指数、地上生物量和籽粒产量均有显著影响。综上所示,2 t石灰/ ha - 1、120 NPSB / ha - 1和500 g·ha - 1根瘤菌接种量可获得最高的蚕豆产量。因此,建议综合施用上述石灰、NPSB和根瘤菌接种量,以最大限度地提高研究区和类似农业生态区蚕豆生产的生产力效益。
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引用次数: 3
Development of a Wireless Sensor Network and IoT-based Smart Irrigation System 基于无线传感器网络和物联网的智能灌溉系统的开发
IF 2.2 Q3 SOIL SCIENCE Pub Date : 2022-06-23 DOI: 10.1155/2022/7678570
J. Ndunagu, K. Ukhurebor, Moses Akaaza, R. B. Onyancha
This study proposes a smart irrigation system (SIS) using the drip method, which was designed and implemented using wireless sensor networks and an open-source Internet of Things (IoT) cloud computing platform (“Thingspeak.com”) for data collection, storing, data analytics, and visualization. The methodology incorporates the integration of hardware and software components to make irrigation decisions based on web resources like the weather forecast from “weather.com” and sensor values from soil samples. The data collected are then analyzed at the edge server and updated every 15 minutes. Based on the threshold value, the system starts pumping water or stops the irrigation process depending on the irrigation schedule. A web application was developed to display the result so that we could monitor and control the system using an android application edge or a web browser. Based on the data recorded and measured, the data are in comma-separated values (CSV) format and contain 143731 entries with 10 columns. The sample size used contains 5722 rows and 6 columns from the result of our machine learning algorithms using Microsoft Excel and Jupyter Notebook to process and evaluate the performance of the drip SIS, considering the soil moisture, soil temperature, sunlight, rain, and pump. The results confirm the threshold metrics classification evaluation, and some of the metrics computed from our confusion matrix are shown in the classification summary results, showing the accuracy to be 89%, the misclassification rate (error rate) is equal to 10%, the sensitivity is equal to 79%, the specificity is equal to 93%, and the precision of the model is 81%. The evaluation, when compared to K-nearest neighbours using K = 6 and K = 1, shows the prediction accuracy to be 97% and 98%. The results indicate the system is highly efficient and reliable in performing irrigation and managing water resources and can be adopted in rural areas to boost agricultural productivity.
本研究提出了一种采用滴灌方法的智能灌溉系统(SIS),该系统使用无线传感器网络和开源物联网(IoT)云计算平台(“Thingspeak.com”)设计和实现,用于数据收集、存储、数据分析和可视化。该方法结合了硬件和软件组件,根据网络资源(如“weather.com”的天气预报和土壤样本的传感器值)做出灌溉决策。然后在边缘服务器上分析收集到的数据,并每15分钟更新一次。根据该阈值,系统根据灌溉计划启动抽水或停止灌溉过程。开发了一个web应用程序来显示结果,以便我们可以使用android应用程序边缘或web浏览器来监视和控制系统。根据记录和测量的数据,数据为CSV (comma-separated values)格式,包含143731个条目,共10列。使用的样本量包含5722行6列,来自我们的机器学习算法的结果,使用Microsoft Excel和Jupyter Notebook处理和评估滴灌SIS的性能,考虑土壤湿度,土壤温度,阳光,雨水和泵。结果证实了阈值指标的分类评价,从我们的混淆矩阵中计算出的部分指标显示在分类总结结果中,准确率为89%,误分类率(错误率)为10%,灵敏度为79%,特异性为93%,模型的精度为81%。当与K = 6和K = 1的K近邻进行比较时,评估显示预测精度为97%和98%。结果表明,该系统在进行灌溉和管理水资源方面效率高、可靠,可以在农村地区采用,以提高农业生产力。
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引用次数: 7
Effects of Nitrogen Fertilization and Nitrogen Fixing Endophytic Bacteria Supplementation on Soil Fertility, N Uptake, Growth, and Yield of Sesame (Sesamum indicum L.) Cultivated on Alluvial Soil in Dykes 施氮和添加固氮内生细菌对芝麻土壤肥力、氮吸收、生长和产量的影响在堤防冲积土上栽培
IF 2.2 Q3 SOIL SCIENCE Pub Date : 2022-06-21 DOI: 10.1155/2022/1972585
L. Thuc, T. Hữu, T. Ngoc, Nguyen Thi Hong Hue, L. T. Quang, D. T. Xuan, Tran Chi Nhan, Ly Ngoc Thanh Xuan, Le Thi My Thu, I. Akagi, J. Sakagami, N. Khuong
The aim of this study was to determine the proper combination of nitrogen (N) fertilizer level and nitrogen fixing endophytic bacteria (NFEB) supplementation for the maximum grain yield of sesame cultivated in alluvial soil in dykes. The experiment followed a completely randomized block design with two factors. The first one was the levels of N fertilizer used, including 0, 50, 75, and 100% N of recommended fertilizer formula (RFF), and the other consisted of no bacteria applied, an individual strain of Enterobacter cloacae ASD-48 or E. cloacae ASD-21 applied, and their mixture, with 5 replicates. The results revealed that fertilizing with 100% N of RFF led to an enhancement of the plant height (16.8 cm), the chlorophyll a and b and their total content (6.45, 1.86, and 8.30 μg mL−1), the number of capsules per plant (7.22 capsules plant−1), the total N uptake (126.5 mg N pot−1), and the grain yield (9.08 g pot−1), in comparison to no N fertilizer applied. Supplementation of two NFRB strains enhanced the soilconcentrations of NH4+ and NO3−, the total N uptake, and the grain yield. The treatment fertilized with 75% N of RFF plus an individual NFEB strain or their bacterial mixture had equivalent total N uptake to that the treatment fertilized with 100% N of RFF had, 120.8–125.5 mg N pot−1 compared to 124.4 mg N pot−1. Regarding the sesame yield, with a reduction by 25–50% N of RFF plus ASD-48 and ASD-21, either individually or in mixture, it increased by 2.39–8.56%, compared to that in the treatment fertilized with 100% N of RFF.
本研究的目的是确定氮(N)肥水平和固氮内生细菌(NFEB)补充的适当组合,以使在堤坝冲积土中种植的芝麻获得最大粮食产量。实验采用完全随机的两个因素的分组设计。第一个是所使用的氮肥水平,包括推荐肥料配方(RFF)的0、50、75和100%的氮肥,另一个包括不施用细菌、施用阴沟肠杆菌ASD-48或阴沟肠菌ASD-21的单个菌株及其混合物,共5个重复。结果表明,施用100%N的RFF可提高植株高度(16.8 cm)、叶绿素a和叶绿素b及其总含量(6.45、1.86和8.30 μg mL−1),每株植物的胶囊数量(7.22粒,植物−1粒),总氮吸收量(126.5粒 毫克 N盆−1)和粮食产量(9.08 g盆−1),与不施用氮肥相比。补充两个NFRB菌株可提高土壤中NH4+和NO3-的浓度、总氮吸收和粮食产量。用75%氮的RFF加上单个NFEB菌株或其细菌混合物受精的处理的总氮吸收量与用100%氮的RFF.受精的处理相当,120.8–125.5 毫克 N罐−1与124.4相比 毫克 N罐−1。关于芝麻产量,单独或混合施用25–50%的RFF加上ASD-48和ASD-21,与施用100%的RFF的处理相比,芝麻产量增加了2.39–8.56%。
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引用次数: 3
期刊
Applied and Environmental Soil Science
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