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Determination of Optimal Application of Biosurfactant by using Linear Programming (LP) Model 用线性规划(LP)模型确定生物表面活性剂的最佳应用
Pub Date : 2021-08-24 DOI: 10.36877/aafrj.a0000254
M. Radzuan, Nazifa Athirah Mat Zakhi, Nurul Husna Radzali, Mohamad Firdza Mohamad Shukery
Biosurfactant or amphiphilic compounds are a diverse group of molecules that contains a hydrophobic part and a hydrophilic part, division at liquid/solid, liquid/liquid, or liquid/gas interfaces. The characteristics of these biomolecules play a significant part in the formation of foam, emulsification, pharmaceutical, detergence, and biopesticide that can be admissible aspects in a few sectors. Currently, industrial biosurfactant production is still lacking, and the challenges presented in this regard are due to the high cost of microbial cultivation to biosurfactant recovery. Biosurfactants have already been applied individually or as mixed with biosurfactants in industries as commercially available using microbes and synthesis processes. In this study, linear mathematical modelling using Generalized Algebraic Modelling System (GAMS) software is being used to identify the worthwhile biosurfactant product and the pathways of biosurfactant that will provide the most significant profit to the biosurfactant application. The model consisted of the linear programming (LP) model, which utilized a diverse equation to determine the industrial application of biosurfactants that can provide profitable income to the country.
生物表面活性剂或两亲化合物是包含疏水部分和亲水部分的不同分子群,在液/固、液/液或液/气界面上分裂。这些生物分子的特性在泡沫、乳化、制药、洗涤剂和生物农药的形成中起着重要作用,在一些领域可以被接受。目前,生物表面活性剂的工业化生产仍然缺乏,这方面的挑战是由于微生物培养的高成本来回收生物表面活性剂。生物表面活性剂已经单独或与生物表面活性剂混合应用于工业中,作为商业上可通过微生物和合成过程获得的。在这项研究中,使用广义代数建模系统(GAMS)软件进行线性数学建模,以确定有价值的生物表面活性剂产品和生物表面活性剂的途径,这些途径将为生物表面活性剂的应用提供最显著的利润。该模型由线性规划(LP)模型组成,该模型利用多元方程来确定生物表面活性剂的工业应用可以为国家提供有利可图的收入。
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引用次数: 0
Quality Inspection of Food and Agricultural Products using Artificial Intelligence 利用人工智能进行食品和农产品质量检测
Pub Date : 2021-08-23 DOI: 10.36877/aafrj.a0000237
Maimunah Mohd Ali, N. Hashim, S. Abd Aziz, O. Lasekan
A rising awareness for quality inspection of food and agricultural products has generated a growing effort to develop rapid and non-destructive techniques. Quality detection of food and agricultural products has prime importance in various stages of processing due to the laborious processes and the inability of the system to measure the whole of the food production. The detection of food quality has previously depended on various destructive techniques that require sample destruction and a large amount of postharvest losses. Artificial Intelligence (AI) has emerged with big data technologies and high-performance computation to create new opportunities in the multidisciplinary agri-food domain. This review presents the key concepts of AI comprising an expert system, artificial neural network (ANN), and fuzzy logic. A special focus is laid on the strength of AI applications in determining food quality for producing high and optimum yields. It was demonstrated that ANN provides the best result for modelling and effective in real-time monitoring techniques. The future use of AI for assessing quality inspection is promising which could lead to a real-time as well as rapid evaluation of various food and agricultural products.
对食品和农产品质量检查的认识日益提高,促使人们不断努力发展快速和非破坏性的技术。食品和农产品的质量检测在加工的各个阶段至关重要,因为过程费力,而且系统无法测量整个食品生产。食品质量的检测以前依赖于各种破坏性技术,这些技术需要破坏样品和大量的采后损失。人工智能(AI)随着大数据技术和高性能计算的出现,在多学科农业食品领域创造了新的机遇。本文介绍了人工智能的关键概念,包括专家系统、人工神经网络和模糊逻辑。特别关注人工智能应用在确定食品质量以实现高产和最佳产量方面的优势。结果表明,人工神经网络在建模和实时监测技术中具有较好的效果。未来使用人工智能来评估质量检查是有希望的,这可能导致对各种食品和农产品的实时和快速评估。
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引用次数: 1
Total Nitrogen Estimation of Paddy Soil Using Visible and Near Infrared Spectroscopy 利用可见光和近红外光谱估算水稻土全氮
Pub Date : 2021-08-04 DOI: 10.36877/aafrj.a0000232
Siti Noor Aliah Baharom, J. Muslimin, B. A. Abu Bakar, M. Z. Abdul Rasid, R. Ismail, M. Z. Abdullah, M.S. Hassan
The current soil nutrient estimation method is laborious, repetitive, time-consuming and costly, making it less efficient for large-scale soil fertility assessment in precision agriculture practice. This paper discussed the feasibility of visible and near-infrared (Vis-NIR) spectroscopy as an alternative method for rapid measurement of total nitrogen in the soil, which is more efficient for a huge paddy field area. For this purpose, Vis-NIR reflectance spectra (350 – 1750 nm) were acquired on 200 soil samples using spectrometers. Partial Least Squares Regression (PLSR) with full (leave-one-out) cross-validation was used to develop the calibration model between the Vis-NIR soil spectra and the total nitrogen obtained by chemical analysis in laboratory. The coefficient of determination (R2val) and residual prediction deviation (RPD) of the developed calibration model for total nitrogen (Ntot) was 0.78 and 1.86, respectively. The predicted total nitrogen map generated based on the Vis-NIR spectroscopy was comparable with the laboratory analysis’s measured map. This result indicates that the Vis-NIR infrared spectroscopy is the potential to be used for total nitrogen estimation in soil.
目前的土壤养分估算方法费力、重复、耗时、成本高,不利于精准农业实践中大规模土壤肥力评估。本文讨论了可见光和近红外光谱(Vis-NIR)作为快速测量土壤全氮的替代方法的可行性,该方法在大面积水田中更有效。为此,利用光谱仪对200个土壤样品进行了350 ~ 1750 nm的可见光-近红外光谱分析。采用完全交叉验证的偏最小二乘回归(PLSR)建立了Vis-NIR土壤光谱与实验室化学分析所得全氮的校准模型。所建立的总氮(Ntot)定标模型的决定系数(R2val)和剩余预测偏差(RPD)分别为0.78和1.86。基于Vis-NIR光谱生成的预测总氮图谱与实验室分析的测量图谱具有可比性。结果表明,可见光-近红外光谱技术在土壤全氮估算中具有一定的应用潜力。
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引用次数: 0
Water Recycling System: Sustainable Water Management Approach for Paddy Production 水循环系统:水稻生产的可持续水管理方法
Pub Date : 2021-07-30 DOI: 10.36877/aafrj.a0000226
Muhammad Haniff bin Ahmad, C. Teoh, E. H. Sharu, M. Khadzir, Saifulizan Mat Nor, M. Arshad
The current climate change, combined with the increased demands from both traditional and new water users, including municipal, industrial, and agricultural sectors have impacted water resources. Thus, recycling of  water as irrigation to secure seed production has a substantial impact on food security sustainability. In this research, a water recycling system was developed and tested to sustain the seed production. The research was conducted through eight seasons since 2014 to 2019 at the Rice Centre of Excellence (CoE) research plot in MARDI Seberang Perai. The system included the facilities to irrigate and collect water to be reused again. This approach was done to sustain the water resources as to  ensure that the cultivation of paddy was not affected by weather changes. Rainfall and irrigation flow data were collected for the all of the  seasons. Observation of field water depth was monitored every two days before irrigation was applied. This system proved that the total water saving for every season studied had a range from 20% to 32%,  depending on the rainfall intensity. From this study, more than 3.5 t/ha of fragrance paddy seed were successfully produced for research and development purposes.
当前的气候变化,加上城市、工业和农业等传统和新用水户的需求增加,对水资源产生了影响。因此,循环水灌溉以确保种子生产对粮食安全的可持续性具有重大影响。在本研究中,开发并测试了一个水循环系统来维持种子生产。该研究是在2014年至2019年的八个季节中在MARDI Seberang Perai的水稻卓越中心(CoE)研究基地进行的。该系统包括灌溉和收集再次使用的水的设施。这样做是为了维持水资源,以确保水稻的种植不受天气变化的影响。收集了所有季节的降雨量和灌溉流量数据。灌水前每2天监测一次田间水深。该系统证明,根据降雨强度的不同,每个季节的总节水量在20%到32%之间。通过本研究,成功生产了3.5吨/公顷以上的香型水稻种子用于研究和开发。
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引用次数: 0
Monitoring of Soil Moisture Using Smart Irrigation System in Chinese Cabbage (Brassica Chinensis) Cultivation 智能灌溉系统对大白菜栽培土壤水分的监测
Pub Date : 2021-07-24 DOI: 10.36877/aafrj.a0000252
Amirul Yusoff, S. M. Shamsi
Smart irrigation system is a Precision Agriculture (PA) based device that can automate the irrigation process by analysing soil moisture. The sensor used is a soil moisture sensor that acts as the brain to the system, which will control the whole irrigation system. This research was conducted in the irrigation workshop at UITM Malacca, Jasin Campus, with four treatments and four replications in each treatment. The treatments were T1: manual irrigation (regular planting), T2:40% of soil moisture content, T3:45% of soil moisture content, and T4:50% of soil moisture content. The experimental design used in this study was completely randomized (crd). The parameters involved in this study were plant height, number of leaves, root length, fresh weight, and dry weight of Brassica Chinensis. The data were analyzed using SPSS statistical version 26, and the data analysis involved was average means, analysis of variance (ANOVA), and post hoc test (Bonferroni test). The result shows a significant difference between treatments for plant height, number of leaves, fresh weight, and dry weight parameter since the significance value is less than (0.05), p-value >α, 0.05. While no significant difference between treatments for root length. For all parameter measures of Brassica Chinensis, which was height, the number of leaves, length root, fresh weight, and dry weight shows that T4 had the highest mean, while T2 had the lowest mean. In conclusion, T4 (50% of soil moisture content) was the best percentage to grow a healthy plant.
智能灌溉系统是一种基于精准农业(PA)的设备,它可以通过分析土壤湿度来实现灌溉过程的自动化。所使用的传感器是一个土壤湿度传感器,作为系统的大脑,它将控制整个灌溉系统。本研究在马六甲理工大学贾辛校区的灌溉车间进行,采用4个处理,每个处理4个重复。处理分别为T1:人工灌溉(常规种植)、t2:土壤含水量40%、t3:土壤含水量45%、t4:土壤含水量50%。本研究采用完全随机(crd)试验设计。本研究涉及的参数为中国芸苔的株高、叶数、根长、鲜重和干重。采用SPSS统计软件进行数据分析,数据分析采用均数、方差分析(ANOVA)和事后检验(Bonferroni检验)。结果表明:各处理间株高、叶数、鲜重、干重参数差异显著,显著性值均小于(0.05),p值>α, 0.05。不同处理间根长差异不显著。在油菜株高、叶数、根长、鲜重和干重的各项参数测量中,T4的平均值最高,T2的平均值最低。综上所述,T4(土壤含水量的50%)为植株健康生长的最佳配比。
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引用次数: 0
A Laboratory Study on the Harvesting Force of Mangosteen (Garcinia mangostana L.) and Mesta Based on Maturity Indexes 基于成熟度指标的山竹和梅斯塔果采收力的实验室研究
Pub Date : 2021-07-24 DOI: 10.36877/aafrj.a0000251
M. Omar, M. Sani, Hartinee Abbas, Ahmad Hafiz Buniamin, M. A. Mhd Bookeri
Mangosteen (Garcinia mangostana L.) is known as the 'Queen of tropical fruits' and comes from the tropical forests of Southeast Asia such as Malaysia. Mangosteen is used for fresh consumption or as a beauty and health supplement. However, difficulties during the harvesting process with limited effective harvesting machines have prevented large scale mangosteen production. This study was conducted to determine the strength of the harvesting force at each stage of the maturity indexes and the appropriate force required for the development of mangosteen harvesting machines. The study samples were classified based on six stages of the indices of mangosteen and mesta varieties. The fruit samples taken at MARDI Sintok, Kedah were subjected to harvesting force, weight, diameter and stalk size. The result shows that the highest yield strength was mangosteen at maturity index 1 with 51.81 N while the lowest was mesta at maturity index 5 with 13.45 N. The study also found that the optimum harvesting force to drop the mangosteen and mesta from a tree was 30.19 N. This study indicated that the higher maturity indexes the lower the harvesting force needed to harvest mangosteen and mesta.
山竹(Garcinia mangostana L.)被称为“热带水果女王”,来自东南亚的热带森林,如马来西亚。山竹果用于新鲜消费或作为美容和保健补充剂。然而,收获过程中的困难和有限的有效收获机器阻碍了山竹的大规模生产。本研究旨在确定成熟度指标各阶段的采收力强度,以及开发山竹采收机所需的适当力。根据山竹和山竹品种的6个阶段指标对研究样本进行了分类。在吉打州Sintok的MARDI采集的果实样本受到收获力,重量,直径和茎大小的影响。结果表明,成熟指数1的山竹屈服强度最高,为51.81 N,成熟指数5的山竹屈服强度最低,为13.45 N。研究还发现,从一棵树上落下山竹和山竹的最佳采伐力为30.19 N。研究表明,成熟指数越高,采伐山竹和山竹所需的采伐力越低。
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引用次数: 0
Effect of Mole drain and Tracked Agricultural Prime Movers on Soft Soil Paddy Areas 地沟和履带式农业原动机对软土稻田的影响
Pub Date : 2021-07-23 DOI: 10.36877/aafrj.a0000228
Mohd Taufik Ahmad
Soft soil condition has become a major problem faced by Malaysian paddy farmers. MARDI has developed mole drain subsoiler and tracked agricultural prime movers to overcome this problem. The objective of this paper is to evaluate the effect of integrating mole drain and tracked prime movers on soft soil area. The mole drain was installed on an identified soft soil area at an experimental plot at the Department of Agriculture (DOA) Station, Kg Bukit Merah, Seberang Perai Tengah, Penang. Tracked prime movers were used for land preparation, transplanting and harvesting. Results showed that the soft soil condition of the plot was reduced to from 79% to 17%, a reduction of 62%.
软土状况已成为马来西亚水田农民面临的主要问题。MARDI开发了鼹鼠式地下排水器和履带式农业原动机来克服这一问题。本文的目的是评价摩尔排水和履带原动机在软土地区的综合效果。鼹鼠排水沟被安装在槟城西槟榔Perai Tengah, Kg Bukit Merah,农业部(DOA)站的一个试验田的一个确定的软土区域。履带式原动机用于整地、移栽和收割。结果表明,该地块软土状况由79%降至17%,降幅达62%。
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引用次数: 1
Ergonomic Evaluation of Maize Seeding using Conventional Method and Lightweight Motorized Maize Seeder 传统播种方法与轻型机动玉米播种机的人机工程学评价
Pub Date : 2021-07-04 DOI: 10.36877/aafrj.a0000231
Hafidha Azmon, M. F. Mail, Mohd Nadzim Nordin, M. S. Hassan Basri, Norahshekin Abd Rahman, Siti Ashah Ab Rahim
Manual activity in maize seeding shows an awkward posture due to repetitive movement on walking forward, body lowering, knee bending, squatting, digging, and seed sowing, which can cause body tiring. These are the symptom of human fatigue or the ergonomic hazard in an agricultural field, leading to Musculoskeletal Disorders (MSD) if done repeatedly and extended for a long time. The paper explained the ergonomic evaluation of seeding risk assessment using two methods; bare hand and lightweight motorized maize seeder. The evaluated maize seeder was designed with a minimum number of parts to make the assembly and maintenance requirements easy without affecting the functionality of the metering device. The maize seeder is easy to operate, light to carry, and convenient to use with a single-handed griper to improve ergonomics in the field. Using the concept of gravitational drop and the battery to power the motor, the farmer experiences a slightly bent body position with a relaxed posture that requires less stressful angles on seeding activity. Seeding postures on methods were evaluated using Rapid Upper Limb Assessment (RULA) and Rapid Entire Body Assessment (REBA) to determine the area of bodily discomfort. The RULA result shows that the ergonomic risk score on manual seeding activity was at score 7, which is high risk compared to seeding activity using the maize seeder, which results in a score of 4 that shows a low risk.In comparison, the REBA result shows a high risk on manual seeding with a score of 11 and a low risk on seeding with a seeder, which is in score 3—seeding by bare hand, adopting poor posture at the neck, trunk, and wrist twist. The work rate for seeding maize using the conventional method and seeder was 0.114 m/s and 0.167 m/s, respectively. The study concludes that using the lightweight motorized maize seeder can reduce the risks of MSDs due to working in an awkward posture in sowing maize on the field.
玉米播种时的手工活动,由于向前走、下身、屈膝、下蹲、挖掘、播种等动作的重复,呈现出尴尬的姿势,容易造成身体疲劳。这些都是人体疲劳或农业领域的人体工程学危害的症状,如果重复和长时间进行,会导致肌肉骨骼疾病(MSD)。本文用两种方法阐述了播种风险评价的工效学评价;徒手轻型机动玉米播种机。所评估的玉米播种机设计了最少数量的零件,使组装和维护要求容易,而不影响计量装置的功能。玉米播种机操作方便,携带轻便,单手抓手使用方便,提高了田间作业的人机工程学。利用重力下降的概念和电池为电机提供动力,农民可以体验到轻微弯曲的身体姿势和放松的姿势,在播种活动中需要更少的压力角度。采用快速上肢评估(RULA)和快速全身评估(REBA)评估方法上的播种姿势,以确定身体不适的区域。RULA结果显示,人工播种活动的人体工程学风险评分为7分,与使用玉米播种机播种活动相比,风险较高,而使用玉米播种机播种活动的风险评分为4分,风险较低。相比之下,REBA结果显示,人工播种的风险较高,得分为11分,而用播种机播种的风险较低,得分为3分,徒手播种,颈部、躯干和手腕的姿势较差。常规方法和播种机播种玉米的工作速率分别为0.114 m/s和0.167 m/s。该研究得出结论,使用轻型机动玉米播种机可以减少由于在田间播种玉米时工作姿势尴尬而导致的MSDs风险。
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引用次数: 0
Hydraulic Performance Analysis of Drip Irrigation System Using Pressure Compensated Dripper at Low Operating Pressure 低工作压力下压力补偿滴灌系统水力性能分析
Pub Date : 2021-07-02 DOI: 10.36877/aafrj.a0000225
E. H. Sharu
Irrigation is the most important component in ensuring that crops can produce optimal yields. The use of drip irrigation can help farmers in providing water to crops in the amount required by the crop. Drip irrigation usually uses an uncompensated dripper and also a pressure compensated dripper. The use of an uncompensated dripper requires precise pressure to ensure a uniform flow for each dripper while the use of a pressure compensated dripper will also provide a uniform flow when operating pressure was used within the range specified by the dripper manufacturer. The purpose of this study is to evaluate the hydraulic performance of the drip irrigation system using low pressure compared to the minimum pressure recommended by dripper manufacturers. The pressure operation recommended by the manufacturer is 1.5-4 bars. This study uses pressures as low as 1 bar (low pressure), 2 bars, and 2.5 bars (recommended by manufacture) to operate this irrigation system. The volumetric approach was used to calculate each emitter's flow rate. Coefficient uniformity (CU), emission uniformity (EU), coefficient of variation (CV), and emitter flow variation (EFV) were the hydraulic parameters evaluated. The results show that CU, CV, and EU are in excellent classification, and the value for CU and the EU is more than 95 percent efficiency. The CV value is below 0.03 which is a very good classification. Meanwhile, emitter flow variation is 10% when operating at 2.5 bars and 2.0 bars and is considered the desirable classification. On the other hand, the emitter flow variation was reported at 6% for the 1 bar operating pressure and the classification was also recorded in the desirable classification. The results conclude that the use of low operating pressure compared to the minimum operating pressure proposed by the manufacturer can also operate in excellent condition according to the hydraulic parameters evaluated.
灌溉是确保作物获得最佳产量的最重要组成部分。使用滴灌可以帮助农民为作物提供作物所需的水量。滴灌通常使用无补偿滴管和压力补偿滴管。使用无补偿的滴管需要精确的压力,以确保每个滴管的流量均匀,而使用压力补偿的滴管,当操作压力在滴管制造商规定的范围内使用时,也将提供均匀的流量。本研究的目的是评估使用低压时滴灌系统的水力性能,并与滴管制造商推荐的最低压力进行比较。生产厂家推荐的压力操作为1.5-4 bar。本研究使用低至1bar(低压),2bar和2.5 bar(制造商推荐)的压力来运行该灌溉系统。采用体积法计算每个发射器的流量。水力参数包括均匀性系数(CU)、排放均匀性系数(EU)、变异系数(CV)和喷射器流量变异(EFV)。结果表明,CU、CV和EU分类良好,CU和EU的效率值均在95%以上。CV值小于0.03,这是一个很好的分类。同时,当工作在2.5 bar和2.0 bar时,发射器流量变化为10%,被认为是理想的分类。另一方面,在1 bar操作压力下,发射器流量变化为6%,分类也记录在理想分类中。结果表明,与制造商提出的最低操作压力相比,使用较低的操作压力也可以根据评估的水力参数在良好的状态下运行。
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引用次数: 0
Comparison Study on Fiber and Cocopeat from Young Coconut Husks and Old Coconut Husks 幼椰壳和老椰壳纤维和椰粕的比较研究
Pub Date : 2021-07-02 DOI: 10.36877/aafrj.a0000216
Mohd shahmihaizan Mat jusoh, Mohd Nadzim Nordin, Wan Mohd Azwady Wan Ahamad, Md. Akhir Hamid
Fiber and cocopeat are waste products from coconut husks that can be turned into value added products. Fiber and cocopeat from old coconut husks are well known in coconut industry in the world. This paper described fibre strength from young coconut husks, nutrient content and water-holding ability of young coconut cocopeat compared to old coconut cocopeat. The strength of fiber was determined by using Instron Universal Testing Machine. The results showed that mean load at break for young coconut fiber was 13.76 N while mean load at break for old coconut fiber was 14.93 N. Maximum tensile stress for young coconut fiber was 1.55 MPa and 1.76 MPa for old coconut fiber. The nutrient contents were determined for young cocopeat and old cocopeat resulted as phosphorus (372.79 ppm, 339 ppm), potassium (6829.68 ppm, 10040.46 ppm), calcium (508.74 ppm, 578.40 ppm), magnesium (468.67 ppm, 715.60 ppm) and sodium (1579.70 ppm, 3917.60 ppm). The pH value was 6.55 and 5.39 respectively. The ash contents were 2.62% for young cocopeat while 4.06% for old cocopeat. For water holding ability test, moisture content of each sample from young coconut cocopeat and old coconut cocopeat was determined by using soil moisture meter. After seven days with water added 500 ml two times/day, results showed that water holding ability for peat moss was the best while young cocopeat was better than the old cocopeat. All the results showed that fiber and cocopeat from young coconut husk have high potential for sustainable production in the coconut industry. 
纤维和椰皮是椰子壳的废料,可以转化为增值产品。从老椰子壳中提取的纤维和椰肉在世界椰子工业中享有盛誉。本文介绍了幼椰壳的纤维强度、幼椰壳与老椰壳的营养成分和保水能力。采用Instron万能试验机测定纤维的强度。结果表明,幼龄椰子纤维的平均断裂载荷为13.76 N,老龄椰子纤维的平均断裂载荷为14.93 N,幼龄椰子纤维的最大拉伸应力为1.55 MPa,老龄椰子纤维的最大拉伸应力为1.76 MPa。测定幼茧和老茧的营养成分为磷(372.79 ppm、339 ppm)、钾(6829.68 ppm、10040.46 ppm)、钙(508.74 ppm、578.40 ppm)、镁(468.67 ppm、715.60 ppm)和钠(1579.70 ppm、3917.60 ppm)。pH值分别为6.55和5.39。幼茧的灰分含量为2.62%,老茧的灰分含量为4.06%。在保水性试验中,采用土壤水分计测定了幼椰子椰壳和老椰子椰壳各样品的水分含量。7 d后,连续2次/d加水500 ml,泥炭苔藓的持水能力最好,幼茧的持水能力优于老茧。研究结果表明,椰壳纤维和椰肉在椰子产业中具有很高的可持续生产潜力。
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引用次数: 1
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