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Potential of Solar Energy Mapping in East Priangan Using Satellite Imagery and Environmental Based on GIS 利用卫星图像和基于地理信息系统的环境,绘制东普里扬甘地区太阳能潜力图
Pub Date : 2024-03-27 DOI: 10.18502/kls.v8i1.15592
Riki Purnama Putra, Seni Susanti, Indy Ramadhanti, R. D. Agustina
Renewable energy is an energy that can be used to turn on all the energy that is still widely used in the world, including in Indonesia. Solar energy is a renewable energy that uses solar energy as the main ingredient in the formation of electrical energy. Solar energy is one of the most likely energies in a country that is on the equator like Indonesia. One of the interesting problems is how to determine the most effective area for the installation of solar power plants to make the power received by the power plant more effective. This study aims to analyze the effective area for installing solar panels using a Geographic Information System (GIS) as well as mapping of Centralized Solar Power (CSP) and centralized solar photovoltaic (SPV) in the East Priangan area, West Java. The method used in this study is based on the use of remote sensing of the average annual horizontal irradiation (GHI) and Normal Direct Irradiation (DNI). Solar irradiation data (GHI and DNI) were obtained from data from the surface meteorological program and solar energy by NASA, while Land Use/Land Cover, and Digital Elevation Models were used with the use of GIS. The results show that high areas in East Priangan get more effective CSP and SPV results than low areas, but low areas show an average effectiveness value in denuded areas. Keywords: solar energy, east Priangan, satellite imagery, environmental, GIS
可再生能源是一种可以用来开启包括印度尼西亚在内的世界上仍在广泛使用的所有能源的能源。太阳能是一种以太阳能为主要成分形成电能的可再生能源。太阳能是像印尼这样位于赤道上的国家最有可能使用的能源之一。其中一个有趣的问题是,如何确定安装太阳能发电站的最有效区域,以使发电站接收的电力更加有效。本研究旨在利用地理信息系统(GIS)以及集中式太阳能发电(CSP)和集中式太阳能光伏发电(SPV)地图,分析在西爪哇省东普里扬甘地区安装太阳能电池板的有效区域。本研究采用的方法是利用遥感技术测量年平均水平辐照度(GHI)和正常直接辐照度(DNI)。太阳辐照数据(GHI 和 DNI)来自美国国家航空航天局(NASA)的地表气象计划和太阳能数据,而土地利用/土地覆盖和数字高程模型则是利用地理信息系统(GIS)获得的。结果表明,与低洼地区相比,普里延安东部的高洼地区获得了更有效的 CSP 和 SPV 结果,但低洼地区在荒漠化地区显示出了平均有效值。关键词:太阳能、东普里延安、卫星图像、环境、地理信息系统
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引用次数: 0
Identification of Flowing Electrolyte Lead Acid Battery Operating Voltage 识别流动电解液铅酸蓄电池的工作电压
Pub Date : 2024-03-27 DOI: 10.18502/kls.v8i1.15589
Kurriawan Budi Pranata, Hari Lugis Purwanto, M. Ghufron, Istiroyah, Muhammad Priyono Tri Sulistyanto, Anggri Sartika Wiguna, Sulthoni Akbar, Fauzan Azhiman
Identification of the operating voltage of a lead acid battery with 30% sulfuric acid electrolyte flow has been carried out. The battery consists of six cells with Pb and PbO as electrodes. The battery is equipped with a 1200 ml reservoir system to collect electrolyte and supply electrolyte to each cell. Each cell has electrolyte inlets and outlets at the top and bottom that circulate through each cell using a peristaltic pump. The battery prototype built was tested for five charge-discharge cycles with a constant current of 2 A for the charging process and 0.5 A for the discharging process using Turnigy Accucell. During the charge-discharge cycle test, monitoring and recording of voltage data is carried out using a Laptop PC. Data processing uses WebplotDigitizer and Microsoft Excel for data graphing. The results are analyzed and used to identify the operating voltage of the battery by taking the average voltage over five charge-discharge cycles. The average voltage is 13.98 V for the charging process and 12.11 V for the discharging process. Six-cell battery with full capacity works at a voltage range of 12.11-13.98 V. In the process of charging with a constant current of 2 A, the battery takes an average of 7.49 hours. So, the charging capacity can be estimated at 14,980 mAh. Whereas the battery discharge process takes an average of 11 hours with a constant current of 0.5 A to a voltage drop of 10.81 V. The resulting capacity of the discharged battery is 5500 mAh. Keywords: flowing electrolyte, lead acid battery, operating voltage
对 30% 硫酸电解液流动的铅酸电池的工作电压进行了鉴定。电池由六个以铅和氧化铅为电极的电池组成。电池配有一个 1200 毫升的储液器系统,用于收集电解液并向每个电池供应电解液。每个电池顶部和底部都有电解液入口和出口,通过蠕动泵在每个电池中循环。使用 Turnigy Accucell 对电池原型进行了五次充放电循环测试,充电过程的恒定电流为 2 安培,放电过程的恒定电流为 0.5 安培。在充放电循环测试过程中,使用笔记本电脑监测和记录电压数据。数据处理使用 WebplotDigitizer 和 Microsoft Excel 绘制数据图表。对结果进行分析后,利用五个充放电周期的平均电压来确定电池的工作电压。充电过程的平均电压为 13.98 V,放电过程的平均电压为 12.11 V。在以 2 安培恒定电流充电的过程中,电池平均需要 7.49 小时。因此,充电容量估计为 14,980 毫安时。而电池放电过程平均需要 11 个小时,恒定电流为 0.5 A,电压降为 10.81 V。关键词:流动电解质、铅酸电池、工作电压
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引用次数: 0
Comparison Test Between Amrita Virtual Lab and Real Spectrometer on Refractive Index Using Blended Laboratory 使用混合实验室进行阿姆里塔虚拟实验室与真实光谱仪在折射率方面的对比测试
Pub Date : 2024-03-27 DOI: 10.18502/kls.v8i1.15621
Indy Ramadhanti, Riki Purnama Putra, Shidiq Andhika, Roprop Latiefatul Millah, R. D. Agustina, M. Listiawati
Education in the 21st century is an era where learning is unconventional. Interactive learning in the 21st century can be done by conducting virtual or real laboratory activities, even by combining the two in one activity at once. Various innovations in virtual laboratories have spread to optical materials, especially refraction by using a virtual spectrometer. Conceptually, the refractive index is a measure of the bending ray of a light beam as it passes from one medium to another. The refractive index is given by measurement between the refractive index of air, the angle of the prism, and the angle of minimum deviation. The angle of the prism and the angle of minimum deviation can be measured with a spectrometer. The spectrometer is a scientific instrument used to separate and measure the spectral components of physical phenomena and can separate white light and measure individual narrow color bands. Other than an on-hand spectrometer, other tools that we can use to measure the angle of minimum deviation are by using a virtual spectrometer provided by several virtual labs. The study aimed to compare the result of refractive index between on on-hand spectrometer and a virtual lab. Here we report our study on spectrometer whether the virtual lab experiment yields the same results as the real lab. We compare both results of experimental data using data and graph analytics. The results of the study show that the difference in the index of refraction measured between the virtual lab and the real lab is about 0.2%. This shows that there is no significant difference between virtual lab and real lab. Keywords: amrita virtual lab, real spectrometer, refractive index, blended laboratory
21 世纪的教育是一个非常规学习的时代。21 世纪的互动学习可以通过开展虚拟或真实的实验活动来实现,甚至可以将两者同时结合在一项活动中。虚拟实验室的各种创新已扩展到光学材料领域,特别是通过使用虚拟光谱仪进行折射。从概念上讲,折射率是光束从一种介质进入另一种介质时弯曲光线的测量值。折射率是通过测量空气折射率、棱镜角度和最小偏差角得出的。棱镜角度和最小偏差角可以用光谱仪测量。光谱仪是一种科学仪器,用于分离和测量物理现象的光谱成分,可以分离白光和测量单个窄色带。除了手边的光谱仪,我们还可以使用一些虚拟实验室提供的虚拟光谱仪来测量最小偏差角。这项研究旨在比较手持光谱仪和虚拟实验室的折射率结果。在此,我们将报告我们对光谱仪的研究结果,即虚拟实验室实验是否与真实实验室得出的结果相同。我们使用数据和图表分析法比较了两种实验数据的结果。研究结果表明,虚拟实验室和真实实验室测得的折射率相差约 0.2%。这表明虚拟实验室和真实实验室之间没有明显差异。关键词:阿姆利塔虚拟实验室;真实光谱仪;折射率;混合实验室
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引用次数: 0
Application of Generalized Reciprocal Method on 2D Seismic Refraction Data in Mt. Manglayang, West Java 广义互易法在西爪哇芒格莱阳山二维地震折射数据中的应用
Pub Date : 2024-03-27 DOI: 10.18502/kls.v8i1.15619
Yosi Dinar Nugerahani, F. H. Muhammad, R. Wiratama, Imamal Muttaqien, R. D. Agustina
The imaging of shallow subsurface structures, weathered rock thickness and velocity propagation distribution of the rocks can be identified by seismic refraction. This method is one of the geophysical exploration methods utilizing refracted wave once it reaches the boundary of subsurface layer. In this research we used the generalized reciprocal method (GRM) as one of the robust processing methods in analyzing subsurface data. This method was chosen due to its accuracy in interpreting shallow subsurface layer with highly undulating refractors by determining time velocity analysis, XY optimum distances, and time depth analysis, then, the expected depth values can be achieved. The acquisition of data for this research was conducted using 13 geophones with forward and reverse sources, the data were then picked to get travel time values and inverted to obtain real geological setting of the earth. The results were interpreted as 2 layers, the first layer had a velocity distribution of 499.289 m/s which was identified as a weathered layer with a thickness of about 4.74 meters, whereas the second layer was interpreted as clay rock with velocity distribution of 1270.433 m/s with the thickness reached up to 16 meters. Keywords: generalized reciprocal method, 2D seismic refraction
通过地震折射可以确定浅层地下结构的成像、风化岩石的厚度和岩石的速度传播分布。这种方法是地球物理勘探方法之一,利用折射波到达地下层边界后进行勘探。在这项研究中,我们使用广义倒易法(GRM)作为分析地下数据的稳健处理方法之一。之所以选择这种方法,是因为它可以通过确定时间速度分析、XY 最佳距离和时间深度分析,准确解释具有高度起伏折射率的浅表层,从而获得预期深度值。本研究的数据采集使用了 13 个带有正向和反向源的地震检波器,然后对数据进行采样以获得旅行时间值,并进行反演以获得真实的地球地质环境。结果被解释为两层,第一层的速度分布为 499.289 米/秒,被确定为风化层,厚度约为 4.74 米;第二层被解释为粘土岩,速度分布为 1270.433 米/秒,厚度达 16 米。关键词:广义倒易法;二维地震折射
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引用次数: 0
Implementing Time Series Cross Validation to Evaluate the Forecasting Model Performance 利用时间序列交叉验证评估预测模型性能
Pub Date : 2024-03-27 DOI: 10.18502/kls.v8i1.15584
W. Sulandari, Y. Yudhanto, Sri Subanti, E. Zukhronah, Muhammad Zidni Subarkah
Theoretically, forecast error increases as the forecast horizon increases. This study aims to assess whether the statement is generally accepted or not. This study applies time series cross-validation to evaluate forecasting results up to seven steps ahead. As an illustration, we use Malaysia’s hourly electricity load data. Each hour is considered a series of each, so there are 24 daily series. Time series cross-validation with a 334 window was applied to 24 data series, and then each daily series was modeled with the Autoregressive Integrated Moving Average (ARIMA), Neural Network Autoregressive (NNAR), ExponenTial Smoothing (ETS), Singular Spectrum Analysis (SSA), and General Regression Neural Network (GRNN) models. In terms of mean absolute percentage error (MAPE) from one to seven steps ahead, we then evaluate the performance of all models. The experimental results show that the MAPEs obtained from the GRNN model tend to increase along with the theory. However, MAPEs obtained from ETS increase by up to three steps ahead and decrease after that. Among the five models, ARIMA, NNAR, and SSA produce a reasonably stable MAPE value for one to seven steps ahead. However, SSA has the most stable error value compared to ARIMA and NNAR. Keywords: time series, cross-validation, evaluate, forecasting model performance
从理论上讲,预测误差会随着预测范围的增加而增大。本研究旨在评估这一说法是否被普遍接受。本研究采用时间序列交叉验证来评估提前七步的预测结果。我们以马来西亚的每小时电力负荷数据为例进行说明。每个小时被视为一个系列,因此每天有 24 个系列。对 24 个数据序列应用 334 窗口的时间序列交叉验证,然后用自回归综合移动平均(ARIMA)、神经网络自回归(NNAR)、指数平滑(ETS)、奇异谱分析(SSA)和一般回归神经网络(GRNN)模型对每个日序列进行建模。然后,我们用平均绝对百分比误差(MAPE)来评估所有模型的性能。实验结果表明,GRNN 模型获得的 MAPE 有随着理论的发展而增加的趋势。然而,从 ETS 模型中得到的 MAPE 最多会提前三步,之后就会降低。在这五种模型中,ARIMA、NNAR 和 SSA 模型的 MAPE 值在提前一到七步时比较稳定。然而,与 ARIMA 和 NNAR 相比,SSA 的误差值最为稳定。关键词:时间序列;交叉验证;评估;预测模型性能
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引用次数: 0
Forecasting the Export Unit Value Index in Indonesia Using the Single Input Transfer Function 利用单一输入转移函数预测印度尼西亚的出口单位价值指数
Pub Date : 2024-03-27 DOI: 10.18502/kls.v8i1.15581
Ika Fitria Millenia, E. Zukhronah, W. Sulandari
Export is one of the factors that increase the economic growth of a country. One measure of export activity that can describe economic growth in Indonesia is The Export Unit Value Index, which is an index that measures changes in the price of export commodities sold by residents of one country to residents of other countries. The purpose of this study is to predict the unit value index of exports in Indonesia using a single input transfer function model and to see the influence of the value of oil and gas and non-oil and gas exports on the unit value index of exports in Indonesia. The single input transfer function model is a model that describes the future forecast of a series (output series) obtained based on the past values of the output series and other time series (input series) that affect the output series. The results of this study obtained a transfer function model with the order (0,0,1) with a noise series following ARIMA (1,0,1). Based on this model, the export unit value index at time t is influenced by the unit value export index in the previous month and is influenced by the oil and gas and non-oil and gas export value in the same month. As indicated by its MAPE value of 4.89%, the forecast value does not diverge much from the actual value, which suggests that the transfer function model can be used to predict the export unit value index in Indonesia. Keywords: forecasting, export unit value index, single input, transfer function
出口是促进国家经济增长的因素之一。出口单位价值指数(The Export Unit Value Index)是衡量一国居民向其他国家居民出售出口商品的价格变化的指数,它是衡量出口活动的一个指标,可以说明印尼的经济增长情况。本研究的目的是利用单一输入转移函数模型预测印尼的出口单位价值指数,并了解石油天然气和非石油天然气出口价值对印尼出口单位价值指数的影响。单一输入转移函数模型是根据输出序列和影响输出序列的其他时间序列(输入序列)的过去值,对某一序列(输出序列)的未来预测进行描述的模型。本研究的结果得到了一个阶数为(0,0,1)的转移函数模型,其噪声序列遵循 ARIMA(1,0,1)。根据该模型,t 时刻的出口单位价值指数受上月出口单位价值指数的影响,并受当月石油天然气和非石油天然气出口价值的影响。从 4.89% 的 MAPE 值来看,预测值与实际值的偏差不大,这表明转移函数模型可用于预测印度尼西亚的出口单位价值指数。关键词:预测;出口单位价值指数;单一输入;传递函数
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引用次数: 0
Making Briquettes Variation Ingredient Durian Peel, Husk Rice, and Shell Coconut -- Impact on Strength, Burnability, Temperature, and Calorific Value 制作煤砖的不同成分榴莲皮、稻壳和椰子壳 -- 对强度、可燃性、温度和热值的影响
Pub Date : 2024-03-27 DOI: 10.18502/kls.v8i1.15594
I. Utami, Dadi Rusdiana, Nahadi, Irma Rahma Suwarma
The study aims to develop and test the characteristics of briquettes made from durian skin with a mixture of various compositions conducted that obtained briquettes from ingredients such as 100% durian peel, 100% husk rice, 100% shell coconut, 50% durian peel and 50 % shell coconut, 70% durian peel and 30% shell coconut, 50% durian peel and 50% husk, 70% durian peel and 30% husk, and 30% durian peel and 70% husk. Have been tested for variable endurance after dropping from a height of 180 cm as influenced by variation mixture that results in the test obtained the missing mass by consecutive 0.1 gr, 10 gr, 15.8 gr, 3.6 gr, 0.3 gr, 0.4 gr, 0.4 gr, 0.4 gr, 0.3 gr, and 0.4 gr. Test time burning by consecutive are 174 minutes, 120 minutes, 502 minutes, 410 minutes, 376 minutes, 406 minutes, 380 minutes, 367 minutes, and 280 minutes. The resulting calorific value consecutive are 105.8 kcal /kg, 124.9 kcal /kg, 135.3 kcal /kg, 38.2 kcal /kg, 121.5 kcal /kg, 59 kcal /kg, 95 kcal /kg, 128.4 kcal /kg, and 128.4 kcal /kg. Keywords: briquettes, durian peel, husk rice, shell coconut
该研究旨在开发和测试由榴莲皮制成的压块的特性,并进行了各种成分的混合物,获得的压块成分包括 100%榴莲皮、100%稻壳、100%椰壳、50%榴莲皮和 50%椰壳、70%榴莲皮和 30%椰壳、50%榴莲皮和 50%稻壳、70%榴莲皮和 30%稻壳以及 30%榴莲皮和 70%稻壳。在从 180 厘米的高度掉落后进行了耐久性测试,测试结果受变化混合物的影响,测试得到的缺失质量连续为 0.1 克、10 克、15.8 克、3.6 克、0.3 克、0.4 克、0.4 克、0.4 克、0.4 克、0.3 克和 0.4 克,连续燃烧的测试时间分别为 174 分钟、120 分钟、502 分钟、410 分钟、376 分钟、406 分钟、380 分钟、367 分钟和 280 分钟。连续燃烧产生的热值分别为 105.8 千卡/千克、124.9 千卡/千克、135.3 千卡/千克、38.2 千卡/千克、121.5 千卡/千克、59 千卡/千克、95 千卡/千克、128.4 千卡/千克和 128.4 千卡/千克。关键词:压块、榴莲皮、稻壳、椰壳
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引用次数: 0
Isolation of Dark Septate Endophyte (DSE) from Ferns (Pteris Vittata) Roots 从蕨类植物(Pteris Vittata)根中分离出暗色内生菌(DSE)
Pub Date : 2024-03-27 DOI: 10.18502/kls.v8i1.15403
Dalia Sukmawati, Alza Kirana Thaharah, Esti Komariah, Herawati Herawati, Vicky Theodora, A. Supiyani, Shabrina Nida Al Husna, N. Ratnaningtyas, H. E. El Enshasy, D. Dailin
Dark Septate Endophytes (DSE) are a group of ascomycetes that live in intracellular and extracellular root tissue to facilitate plant growth and stress tolerance in extreme environments. However, little is known about the DSE fungi isolated from certain plant roots such as Pteris vittata, especially under drought condition. Pteris vittata is known for its ability to live in various types of substrates and ecosystems. In this study, we obtained DSE fungi from the fern roots Pteris vittata collected from the area of Universitas Negeri Jakarta. DSE isolation was carried out by inoculating the Pteris vittata fern roots with a size of 0.5 cm on the surface of sterilized PDA media for 5-7 days at 27∘C. Observations were made every 24 hours using a stereo microscope to see the first hyphae appeared from the plant roots. The results exhibited 13 samples of roots with hyphae colonization and were suspected to be DSE fungi. Of the 13 root isolates, only 3 isolate (PP2, PP4A, and PPB) showed the DSE growth (23%) with melanin pigment. The morphological characteristics of endophytic DSE fungi collected from Pteris vittata roots represented septate hyphae, brownish to black colony color, a growing zone, and a velvety texture. For the isolate PP2, it showed sclerotia while for the isolate PP4, it exhibited light brown colonies. Keywords: isolation, DSE, ferns, pteris vittata, roots
暗色内生菌(DSE)是一类生活在细胞内和细胞外根组织中的子囊菌,能促进植物在极端环境中的生长和抗逆性。然而,人们对从某些植物(如蕨类植物)根中分离出的 DSE 真菌知之甚少,尤其是在干旱条件下。蕨类植物以其在各种基质和生态系统中的生存能力而闻名。在这项研究中,我们从雅加达国立大学地区采集的蕨类植物蕨根中获得了 DSE 真菌。在 27∘C 温度条件下,将 0.5 厘米大小的蕨类植物根接种在消毒过的 PDA 培养基表面 5-7 天,进行 DSE 分离。每隔 24 小时用体视显微镜观察植物根部出现的第一批菌丝。结果显示,有 13 个根部样本有菌丝定殖,被怀疑是 DSE 真菌。在 13 个根部分离物中,只有 3 个分离物(PP2、PP4A 和 PPB)显示出带有黑色素的 DSE 生长(23%)。从紫檀根中采集到的内生 DSE 真菌的形态特征表现为:菌丝有隔膜、菌落颜色为棕黑色至黑色、有生长区、质地为天鹅绒状。分离物 PP2 表现为硬菌,而分离物 PP4 则表现为浅棕色菌落。关键词:分离、DSE、蕨类植物、蕨类植物、根部
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引用次数: 0
Parameter Estimation and Hypothesis Testing on Bivariate Log-Normal Regression Models 双变量对数正态回归模型的参数估计和假设检验
Pub Date : 2024-03-27 DOI: 10.18502/kls.v8i1.15546
Kadek Budinirmala, Purhadi, Achmad Choiruddin
This study aims to introduce a bivariate Log-Normal regression model and to develop a technique for parameter estimation and hypothesis testing. We term the model Bivariate Log-Normal Regression (BLNR). The estimation procedure is conducted by the standard Maximum Likelihood Estimation (MLE) employing the Newton-Raphson method. To perform hypothesis testing, we adapt the Maximum Likelihood Ratio Test (MLRT) for simultaneous testing with test statistics which, for large n, follows Chi-Square distribution with degrees of freedom p. In addition, the partial testing is derived from a central limit theorem which results in a Z-test statistic. Keywords: parameter estimation, hypothesis testing, bivariate log, normal regression
本研究旨在介绍一种双变量对数正态回归模型,并开发一种参数估计和假设检验技术。我们将该模型称为双变量对数正态回归模型(BLNR)。估计过程采用标准的最大似然估计法(MLE)和牛顿-拉斐逊法(Newton-Raphson method)。为了进行假设检验,我们采用最大似然比检验(MLRT)进行同步检验,检验统计量在大 n 时遵循自由度为 p 的 Chi-Square 分布。关键词:参数估计、假设检验、二元对数、正态回归
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引用次数: 0
Community Perceptions on Conserving Watershed Areas 社区对保护流域地区的看法
Pub Date : 2024-03-27 DOI: 10.18502/kls.v8i1.15611
Rendi Zulni Ekaputri, H. Surtikanti, Topik Hidayat, Wahyu Surakusumah
Conservation is one of the actions taken to maintain biodiversity and improve ecosystems. This study aimed to analyze the community’s view of conserving watersheds. The research method used is descriptive quantitative, involving the community as respondents to identify and analyze the proposed research instrument. Data were collected through a questionnaire, and community interaction data were collected through field observations and secondary data. The empirical data obtained was then analyzed and interpreted according to the research findings. The results of the research found that the community did not know much about conservation of biodiversity. Based on the community’s perception of conservation, it is necessary to emphasize to the community the importance of biodiversity as the basis for conservation to achieve disaster preparedness. Keywords: conservation, biodiversity, ecosystem
保护是维护生物多样性和改善生态系统的行动之一。本研究旨在分析社区对保护流域的看法。采用的研究方法是描述性定量研究,将社区作为受访者,以确定和分析拟议的研究工具。通过问卷收集数据,并通过实地观察和二手资料收集社区互动数据。然后根据研究结果对获得的实证数据进行分析和解释。研究结果发现,社区对保护生物多样性的了解不多。根据社区对保护的认识,有必要向社区强调生物多样性的重要性,将其作为保护的基础,以实现防灾的目的。关键词:保护、生物多样性、生态系统
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引用次数: 0
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