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Integrated microcontroller mq sensors for monitoring biogas: Advancements in methane and hydrogen sulfide detection 用于监测沼气的集成微控制器 mq 传感器:甲烷和硫化氢检测技术的进步
Pub Date : 2024-05-19 DOI: 10.22146/teknosains.91936
I. Gede, Artha Negara, Daud Simon, Anakottapary Ida, Bagus Gde, Widiantara Luh, Putu Ike, Midiani, Tjokorda Gde, Tirta Nindhia, Gusti Ngurah, Nitya Santhiarsa
Recent technological advances in microcontroller systems enable novel biogas monitoring capabilities. This study investigates microcontroller-based quantification of methane and hydrogen sulfide concentrations in biogas derived from anaerobic digestion. Anaerobic digesters were fed either 100% cow dung substrates or a 50:50 mixture of cow dung with municipal solid waste (MSW). Methane levels were monitored using an MQ-4 sensor, hydrogen sulfide via an MQ-136 sensor, and temperature with a K-type thermocouple, all integrated with an ATmega 2560 microcontroller system. The 100% cow dung digester produced biogas with maximum methane concentrations of 3488 ppm at 21 days, indicating improved methane production compared to the 50:50 mixture of cow dung with MSW. Hydrogen sulfide reached 195 ppm and 192 ppm for the 100% cow dung and mixed digesters. Mesophilic temperature conditions were maintained throughout the digestion process. Real-time quantification of biogas composition demonstrates the capabilities of microcontroller-based anaerobic digester monitoring to provide precise methane and hydrogen sulfide measurements.
微控制器系统的最新技术进步实现了新型沼气监测功能。本研究调查了基于微控制器的厌氧发酵产生的沼气中甲烷和硫化氢浓度的定量。厌氧消化器以 100% 牛粪为基质,或以牛粪与城市固体废物(MSW)50:50 的比例混合为基质。甲烷含量用 MQ-4 传感器监测,硫化氢用 MQ-136 传感器监测,温度用 K 型热电偶监测,所有这些都与 ATmega 2560 微控制器系统集成。与牛粪和城市生活垃圾按 50:50 的比例混合相比,100% 牛粪沼气池在 21 天后产生的沼气中甲烷浓度最高达 3488 ppm。100% 牛粪和混合消化器的硫化氢浓度分别达到 195 ppm 和 192 ppm。整个消化过程都保持了嗜中性温度条件。沼气成分的实时定量证明了基于微控制器的厌氧消化器监测能够提供精确的甲烷和硫化氢测量值。
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引用次数: 0
Comparison of physical and acceptability tests of extra oral suction in rsgm ugm prof. Soedomo Rsgm ugm 教授口腔外吸痰法的物理测试和可接受性测试比较苏德茂
Pub Date : 2024-05-19 DOI: 10.22146/teknosains.92290
Dian Permata Sari, Danang Sri Wibowo
The spread of COVID-19 through aerosols and droplets occurs during dental treatment. Dentists use high-volume suction (HVS) and saliva ejectors to suction saliva, blood, and water from the oral cavity. Since the pandemic, prototyping, production, and use of extraoral suction (EOS) have increased. EOS comprises HEPA (High-Efficiency Particulate Air), plasma ions, and ultraviolet (UV) filters. This study was used to see the effectiveness of the use of EOS through a comparison of physical and acceptability tests on the use of EOS at UGM Prof. Sodeomo Dental Hospital using three EOS brands, Coxo™, Eighteeth™ Vacstation, and Eostra™. Physical Test is used to assess the ability of a tool when used—Acceptability Test to assess user acceptance of EOS based on usage experience. The study was conducted at the UGM Prof. Soedomo Hospital (Professional Education Clinic, Resident Education Clinic, General Service Unit, and Specialistic Service Unit) in 2021 with 90 respondents who were EOS users. The EOS with the most incredible suction power, noise figure, and electrical power was Eostra™, while based on user experience, the EOS that was more accepted and more comfortable for users to use was Coxo™. EOS reduces aerosol exposure during dental treatment, and based on this study, EOS that had good capacity was not necessarily comfortable to use by users; this was because each brand had advantages and disadvantages, so the selection of EOS was adjusted to the capacity of the operator and the practice site.
COVID-19 通过气溶胶和飞沫传播是在牙科治疗过程中发生的。牙医使用高容量抽吸器(HVS)和唾液喷射器从口腔中抽吸唾液、血液和水。自大流行病发生以来,口外吸引器(EOS)的原型设计、生产和使用都有所增加。EOS 包括高效微粒空气过滤器(HEPA)、等离子过滤器和紫外线(UV)过滤器。本研究通过对索德奥莫教授牙科医院使用的三种 EOS 品牌(Coxo™、Eighteeth™ Vacstation 和 Eostra™)进行物理测试和可接受性测试的比较,来了解 EOS 的使用效果。物理测试用于评估工具在使用时的能力--可接受性测试用于根据使用经验评估用户对 EOS 的接受程度。这项研究于 2021 年在 UGM Soedomo 教授医院(专业教育诊所、住院医师教育诊所、综合服务部和专科服务部)进行,共有 90 名 EOS 用户参与。结果表明,EOS 的吸力、噪音值和电功率最出色的是 Eostra™,而根据用户体验,用户接受度更高、使用更舒适的 EOS 是 Coxo™。EOS 可减少牙科治疗过程中的气溶胶暴露,根据本研究,容量大的 EOS 不一定让用户使用舒适;这是因为每个品牌都有优缺点,因此要根据操作员和诊所的容量来选择 EOS。
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引用次数: 0
Refinement of cooking oil using activated carbon from coconut shell and zeolite 使用椰壳活性炭和沸石精炼食用油
Pub Date : 2024-05-19 DOI: 10.22146/teknosains.91766
Ety Jumiati
Bulk cooking oil is obtained from traditional markets and and relatively has a characteristic color that tends to be brownish and unclear; cooking oil has been repeatedly used after frying, resulting in physical changes such as darkening, thickening, and foaming. If bulk cooking oil is repeatedly used for frying, it can be detrimental to health as it may accumulate saturated fatty acids in the oil. This condition prompted the search for solutions to purify bulk cooking oil and use cooking oil using processed zeolite and coconut shell-activated carbon as adsorbents to improve the quality of cooking oil. This research utilizes an experimental-quantitative method. Variations in composition include sample A (bulk cooking oil: 75% and processed natural zeolite: 25%), sample B (bulk cooking oil: 75% and coconut shell activated carbon: 25%), sample C (used cooking oil: 75% and processed natural zeolite: 25%), and sample D (used cooking oil: 75% and coconut shell activated carbon: 25%). The research results on the quality of coconut shell activated carbon obtain moisture content of 13.2%, ash content of 2.1%, volatile matter content of 17.9%, and carbon content of 80.0%, which meets the SNI 06-3730-1995 standard. Meanwhile, the quality results of cooking oil after the purification process obtain moisture content values of 0.09-0.10%, free fatty acid values of 0.14-0.30%, and normal color that does not exceed the maximum standard required by SNI 7709:2019 with a percentage reduction in moisture content of 0-60% and free fatty acids of 0-63.41%.
散装食用油从传统市场上获得,相对而言,其颜色具有特征性,趋向于褐色和不透明;食用油在煎炸后被反复使用,导致物理变化,如变黑、变稠和起泡。如果反复使用散装食用油进行煎炸,可能会在油中积累饱和脂肪酸,不利于健康。这种情况促使人们寻找净化散装食用油的解决方案,并使用加工沸石和椰壳活性炭作为吸附剂来改善食用油的质量。本研究采用实验-定量法。样品 A(散装食用油:75%,加工天然沸石:25%)、样品 B(散装食用油:75%,椰壳活性炭:25%)、样品 C(使用过的食用油:75%,加工天然沸石:25%)和样品 D(使用过的食用油:75%,椰壳活性炭:25%)的成分各不相同。椰壳活性炭的质量研究结果表明,椰壳活性炭的水分含量为 13.2%,灰分含量为 2.1%,挥发物含量为 17.9%,含碳量为 80.0%,符合 SNI 06-3730-1995 标准。同时,经过净化处理的食用油的质量结果显示,水分含量值为 0.09-0.10%,游离脂肪酸值为 0.14-0.30%,色泽正常,未超过 SNI 7709:2019 要求的最高标准,水分含量降低百分比为 0-60%,游离脂肪酸降低百分比为 0-63.41%。
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引用次数: 0
Kinetic and combustion characteristics of oil palm empty fruit bunch biochar using thermogravimetric analysis 利用热重分析法分析油棕空果束生物炭的动力学和燃烧特性
Pub Date : 2024-05-19 DOI: 10.22146/teknosains.89413
Indah Sakina Pansawati, Yustika Agustin, Yusuf Ahda
The usage of renewable energy is a mitigation phenomenon majorly impacting the power sectors, with biomass being one of the sources directly replacing coal in various applications. This leads to the portrayal of biomass having the potential to be a carbonaceous material, namely the Empty Fruit Bunch (EFB) of oil palm. To increase the characteristics of EFB, it can be converted into carbon-based products through thermochemical processes, such as hydrothermal carbonization. Therefore, this study aimed to compare the characteristics of feedstock and biochar EFB using the TGA method. The heating rate used in this study is 10 – 30°C/min at five °C/min intervals. The effect of heating rate on kinetic parameters and thermal (DTG, TGA) and combustion (T ignition, T burn out) characteristics was also determined. This study carried out the HTC process at temperatures of 210ᵒC and 230ᵒC. The results showed that biochar EFB had a higher ignition, burnout temperature, and activation energy than raw EFB. Ignition temperatures for EFB-HT210°C and EFB-HT230°C were 297°C and 298°C; burnout temperatures for EFB-HT210°C, EFB-HT230°C were 407°C and 450°C; and the activation energy for EFB-HT210°C, EFB-HT230°C were 58.84 kJ/mol and 62.16 kJ/mol. Besides the characteristics of biomass, the heating rate also affects combustion. This proved that increased heating rate caused higher ignition and burnout temperature and decreased activation energy. The results also indicated that the difference in heating rate influenced the peak temperature in DTG.
可再生能源的使用是一种缓解现象,对电力部门产生了重大影响,而生物质是在各种应用中直接取代煤炭的来源之一。这促使人们描绘具有碳质材料潜力的生物质,即油棕空果束(EFB)。为了提高 EFB 的特性,可以通过热化学过程(如水热碳化)将其转化为碳基产品。因此,本研究旨在使用 TGA 方法比较原料和生物炭 EFB 的特性。本研究采用的加热速率为 10 - 30°C/分钟,间隔为 5°C/分钟。研究还确定了加热速率对动力学参数、热(DTG、TGA)和燃烧(T 点火、T 烧尽)特性的影响。该研究在 210ᵒC 和 230ᵒC 温度下进行了 HTC 过程。结果表明,生物炭 EFB 的点火温度、燃尽温度和活化能均高于未加工的 EFB。EFB-HT210°C和EFB-HT230°C的点火温度分别为297°C和298°C;EFB-HT210°C和EFB-HT230°C的燃尽温度分别为407°C和450°C;EFB-HT210°C和EFB-HT230°C的活化能分别为58.84 kJ/mol和62.16 kJ/mol。除了生物质的特性外,加热速率也会影响燃烧。结果表明,加热速率增加会导致着火和燃烧温度升高,活化能降低。结果还表明,加热速率的不同会影响 DTG 的峰值温度。
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引用次数: 0
Development of an innovation ecosystem model in handling the covid-19 in Indonesia 在印度尼西亚开发处理科维-19 病毒的创新生态系统模型
Pub Date : 2024-05-19 DOI: 10.22146/teknosains.93252
Isyalia Dwi Handayani, Hakimul Ikhwan, E. Pangaribowo
Technological innovation in the medical area is vital when the COVID-19 pandemic strikes, including in Indonesia. One of the essential innovations is a health facility for infection testing. Through the TFRIC-19 program, several Indonesian researchers have developed a mobile laboratory named Mobile Lab Biosafety Level 2 (MBSL2). MBSL2 is one of the medical innovations from the TFRIC-19 program as a measure to handle the COVID-19 pandemic in Indonesia. TFRIC-19 is an innovation system initiated by government institutions in the RnD area. Establishing TFRIC-19 was the initial step in handling the COVID-19 pandemic in Indonesia. This research aims to identify the actor's role in developing MBSL2. The technique uses the Ecosystem Pie Model (EPM) approach for analysis. It was found that the most essential aspect of creating innovation is collaboration between involved actors.
当 COVID-19 大流行袭来时,医疗领域的技术创新至关重要,印度尼西亚也不例外。其中一项重要的创新就是用于感染检测的医疗设施。通过 TFRIC-19 计划,印度尼西亚的几位研究人员开发了一个名为移动实验室生物安全等级 2(MBSL2)的移动实验室。MBSL2 是 TFRIC-19 计划的医疗创新之一,是印尼应对 COVID-19 大流行的一项措施。TFRIC-19 是由研发领域的政府机构发起的创新系统。建立 TFRIC-19 是印尼应对 COVID-19 大流行的第一步。本研究旨在确定参与者在开发 MBSL2 中的作用。该技术采用生态系统饼模型(EPM)方法进行分析。研究发现,创新最重要的方面是参与方之间的合作。
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引用次数: 0
Kinetic optimization of angkak – red ginger extraction and its impact on antioxidant activity 红姜提取的动力学优化及其对抗氧化活性的影响
Pub Date : 2024-05-19 DOI: 10.22146/teknosains.86975
Felesia Missy, Andhi Fahrurroji, Fajar Nugraha, Desy Siska Anastasia
A mixture of angkak and red ginger is a Chinese herbal concoction with potential as an antioxidant. This herbal combination can be extracted using the kinetic hot maceration method by optimizing the stirring speed to be more efficient. Previous studies have shown that using 400, 600, and 800 rpm stirring speeds provides the best IC50 and yield. Based on these problems, this research aims to determine the effect of increasing stirring speed on IC50 and % yield in the extraction of angkak and red ginger, as well as prove the benefits of this herbal combination through the IC50 value. The method used is extracting a mixture of angkak and red ginger at kinetic variations of 400, 600, and 800 rpm using a magnetic hotplate stirrer at a temperature of 60ºC for 2 hours; determination of % yield; determining the chromatogram profile using TLC; determination of antioxidant activity using DPPH; as well as data analysis of percentage yield and IC50 using SPSS. Analysis using SPSS shows that the stirring speed significantly affects the % yield, where increasing the moving speed above 400 rpm results in a decrease in the % yield. However, the moving speed does not affect the IC50. The TLC chromatogram profile shows the presence of 6-gingerol compounds in angkak and red and yellow pigment compounds in red ginger, which have potential as antioxidants. The optimization results in this study obtained optimal % yield and IC50 at 400 rpm with average values, respectively, namely 15.933 ± 3.4771% and 103.76 ± 10.032 ppm, and the combination of angkak and red ginger ingredients can work synergistically to increase yield and antioxidant.
安国生姜和红姜的混合物是一种具有抗氧化潜力的中草药。通过优化搅拌速度,可以使用动力学热浸渍法更有效地提取这种中药组合。以往的研究表明,使用 400、600 和 800 rpm 的搅拌速度可获得最佳的 IC50 值和产量。基于这些问题,本研究旨在确定提高搅拌速度对昂卡克和红姜提取的 IC50 值和产量百分比的影响,并通过 IC50 值证明这种草药组合的益处。采用的方法是在 60ºC 的温度下,使用磁性热板搅拌器以每分钟 400、600 和 800 转的动力学变化提取昂加和红姜混合物 2 小时;测定收率百分比;使用 TLC 确定色谱图轮廓;使用 DPPH 测定抗氧化活性;以及使用 SPSS 对收率百分比和 IC50 进行数据分析。使用 SPSS 进行的分析表明,搅拌速度对产率百分比有显著影响,将搅拌速度提高到 400 rpm 以上会导致产率百分比下降。然而,搅拌速度并不影响 IC50。从 TLC 色谱图可以看出,Angkak 中含有 6-姜酚化合物,红姜中含有红色和黄色色素化合物,这些化合物具有抗氧化的潜力。本研究的优化结果表明,在 400 转/分钟的转速下,产量百分比和 IC50 平均值分别为 15.933 ± 3.4771% 和 103.76 ± 10.032 ppm,达到最佳水平。
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引用次数: 0
Fabrication of pbs films for air mass filter of solar simulator 为太阳能模拟器的空气质量过滤器制作 pbs 薄膜
Pub Date : 2024-05-19 DOI: 10.22146/teknosains.88846
Isom Hilmi, D. Y. Kusuma, H. Soetedjo, Q. Hidayah, Umi Salamah
The production of solar panels is continuously increasing due to increasing demands at industrial and residential levels. This also leads to an increasing demand for solar simulator testing tools. A solar simulator is a tool to assess a solar panel's performance in lab and industry scales. One of the main components of the solar simulator is the Air Mass Filter (AMF). The primary function of AMF is to remove unwanted wave bands from the solar simulator light source (e.g., Xe arc lamp) so that the filtered spectrum is commensurate to that of solar irradiation. An AMF can be produced by fabricating a thin material layer on a transparent substrate like glass. The film would absorb certain wave bands in different ways. This paper reports the fabrication of the chalcogenide PbS thin films for applying AMF. The thermal evaporation technique is used for the film fabrication. PbS is known for its versatility for applications in different optical devices due to its tailorable optical properties. Different amounts (in grams) of PbS source powders are used to deposit the PbS thin films. The optical properties of the films are then examined using UV-Vis spectroscopy. The distributions of the transmittance intensity of the Xe-arc-lamp light with and without the use of the films as an optical filter are then examined using a solar simulator. From the experiments, the film deposited using a 0.012 g PbS powder source is regarded as the optimum one regarding the transmittance intensity distribution.
由于工业和民用需求的不断增长,太阳能电池板的产量也在持续增加。这也导致对太阳能模拟器测试工具的需求不断增加。太阳能模拟器是一种在实验室和工业规模上评估太阳能电池板性能的工具。太阳能模拟器的主要组件之一是空气质量过滤器(AMF)。AMF 的主要功能是从太阳能模拟器光源(如氙弧灯)中去除不需要的波段,使过滤后的光谱与太阳辐照光谱一致。AMF 可以通过在玻璃等透明基板上制作一层薄材料来实现。薄膜会以不同的方式吸收某些波段。本文报告了应用 AMF 的铬化铅锑薄膜的制作过程。薄膜的制作采用了热蒸发技术。由于具有可定制的光学特性,PbS 因其在不同光学设备中的多功能应用而闻名。不同数量(以克为单位)的 PbS 源粉末用于沉积 PbS 薄膜。然后使用紫外可见光谱法检测薄膜的光学特性。然后使用太阳能模拟器检测了有无使用薄膜作为光学滤光器的 Xe 弧光灯光的透射强度分布。从实验结果来看,使用 0.012 克 PbS 粉末源沉积的薄膜在透射强度分布方面是最佳的。
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引用次数: 0
Impacts of temperature and coating pigment ratios on the corrosion rate of ss400 steel 温度和涂料颜料比对 SS400 钢腐蚀速率的影响
Pub Date : 2024-05-19 DOI: 10.22146/teknosains.85518
Untung Budiarto, A. Firdhaus, Muhammad Luqman Hakim, T. Tuswan, Fauzan Ammar Fata Yusuf
Steel is the primary shipbuilding material; however, it erodes quickly. Adequate protection requires hard, durable, and adhesive coatings. This study examines how aluminium-graphite pigment and heat treatment affect epoxy-coated SS400 steel plate corrosion, adhesion, and coating resilience. This study used a 1:1 and 3:1 pigment ratio with 100°C and 150°C heat treatment. The coating layer was 250 μm thick and comprised 80% epoxy and 20% aluminum-graphite. The maximum adhesion strength, 19.62 MPa, was achieved with an aluminium-graphite pigment ratio of 1:1 and 100°C heat treatment. The top coating resistance was 6.86 Joules under identical conditions. The lowest corrosion rate, 0.047 mmpy, was at a 3:1 aluminum-graphite ratio and 150°C heat treatment. This discovery has significant consequences for shipbuilding steel corrosion resistance.
钢是主要的造船材料,但它很快就会被腐蚀。足够的保护需要坚硬、耐用和有粘性的涂层。本研究探讨了铝石墨颜料和热处理如何影响环氧涂层 SS400 钢板的腐蚀性、附着力和涂层回弹性。本研究采用了 1:1 和 3:1 的颜料配比以及 100°C 和 150°C 的热处理。涂层厚度为 250 μm,由 80% 的环氧树脂和 20% 的铝石墨组成。铝石墨颜料比为 1:1、100°C 热处理时的附着强度最大,达到 19.62 兆帕。在相同条件下,顶层涂层的抗腐蚀性为 6.86 焦耳。铝-石墨比例为 3:1、热处理温度为 150°C 时,腐蚀率最低,为 0.047 mmpy。这一发现对造船钢的耐腐蚀性有重大影响。
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引用次数: 0
Combination effectiveness of glucomannan and moringa oleifera leaf extract on lipid profil of hypercholesterolemia rats 葡甘聚糖和油橄榄叶提取物对高胆固醇血症大鼠血脂状况的联合疗效
Pub Date : 2023-12-10 DOI: 10.22146/teknosains.82693
Dini Prastyo Wati, Endang Setyaningsih
cholesterol levels in the blood. This study aims to determine the effectiveness of the combination of glucomannan (Amorphophallus muelleri Blume) and Moringa oleifera leaf extract on the lipid profile of hypercholesterolemic Wistar rats. This research design used True experimental with a pretest-posttest control group design. The animal used in this study was 24 male Wistar rats (Rattus norvegicus) aged 8 weeks divided into 2 control groups and 6 treatment groups of glucomannan and Moringa oleifera leaf extract. The results of this study showed that there were significant changes in TC, TG, LDL-C, and HDL-C levels (p<0.05). It can be concluded that the combination of glucomannan (Amorphophallus muelleri Blume) and Moringa oleifera leaf extract can change the lipid profile effectively in the P5 (80mg/kgBW GAmB: 120mg/kgBW MoEL) and P4 (120mg/kgBW GAmB:80mg/kgBW MoEL ) as the most influential group in reducing TG, TC, LDL-C levels and increasing HDL-C levels.
血液中的胆固醇水平。本研究旨在确定葡甘露聚糖(Amorphophallus muelleri Blume)和油橄榄辣木叶提取物的组合对高胆固醇血症 Wistar 大鼠血脂状况的影响。本研究设计采用了前测-后测对照组的真实实验设计。研究中使用的动物是 24 只 8 周龄的雄性 Wistar 大鼠(Rattus norvegicus),分为 2 个对照组和 6 个葡甘聚糖和油橄榄辣木叶提取物治疗组。研究结果表明,TC、TG、LDL-C 和 HDL-C 水平均有显著变化(P<0.05)。可以得出结论,葡甘露聚糖(Amorphophallus muelleri Blume)和油橄榄摩利叶提取物的组合能有效地改变血脂状况,其中 P5 组(80mg/kgBW GAmB:120mg/kgBW MoEL)和 P4 组(120mg/kgBW GAmB:80mg/kgBW MoEL)对降低 TG、TC、LDL-C 水平和提高 HDL-C 水平影响最大。
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引用次数: 0
Microsoft building footprint application To detect human exposure due to tsunami 微软建筑足迹应用程序 检测海啸对人类的影响
Pub Date : 2023-12-10 DOI: 10.22146/teknosains.79526
Andes Saragi, D. Mardiatno, Emma Hisbaron
Tsunami events at night are more prone to causing fatalities because humans are resting in residential buildings (houses). In this study, residential buildings were extracted using the Microsoft Building Footprint (MBF), which resulted from applying artificial intelligence technology. This study aims to analyze the number of people exposed to tsunamis at night using MBF. The tsunami modeling was carried out using the Berryman method. Sentinel 2-A Image extracted from Google Earth Engine. The results of the inundation modeling analysis show that the total inundated area is 717 Ha or 17.34% of the total area. The results of the MBF accuracy analysis on the entire data are a Precision of 99.02%, Recall of 98.40%, and F1 score of 98.71%. The results of the MBF error analysis are False Positive 0.97%, False Negative 1.60%, and Intersection of Union 0.12%. The number of people exposed is 2,749, or 6.32% of the total population.
夜间发生的海啸事件更容易造成人员伤亡,因为人类都在住宅楼(房屋)中休息。本研究使用微软建筑足迹(MBF)提取住宅建筑,MBF 是应用人工智能技术的结果。本研究旨在利用 MBF 分析夜间暴露于海啸的人数。海啸建模采用贝里曼方法。从谷歌地球引擎提取的哨兵 2-A 图像。淹没模型分析结果显示,总淹没面积为 717 公顷,占总面积的 17.34%。对整个数据进行的 MBF 精确度分析结果显示,精确度为 99.02%,召回率为 98.40%,F1 分数为 98.71%。MBF 误差分析结果为假阳性 0.97%、假阴性 1.60%、联合交叉 0.12%。暴露的人数为 2,749 人,占总人口的 6.32%。
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引用次数: 0
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