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Spatial Dynamics of Land Cover Change in Ternate Tengah District, Ternate City, Indonesia 印度尼西亚Ternate市Ternate Tengah区土地覆盖变化的空间动态
Pub Date : 2022-12-29 DOI: 10.23917/forgeo.v36i2.19978
Heinrich Rakuasa, Yamres Pakniany
The phenomenon of urban growth has become an important issue that affects the land use system and land cover in a region for several reasons, such as population growth and the economy. This phenomenon has also become one of the main environmental issues lately because it has devastated urban ecosystems. Ternate Tengah District has the highest population growth rate in Ternate City and has experienced extensive urban development due to several reasons, such as the pace of urbanization, economic growth, and population. Urbanization accelerates the demand to land for living. As a result, there will be gaps or disparities between land needs and available land, a decline in environmental carrying capacity, and potential environmental harm in the future. Spatial modeling of future land covers is needed to provide data on policy-making. GIS and remote sensing methods have been widely introduced, but the most effective one is CA-Markov. This model has been used in various areas worldwide, but its application to predicting land use change in the populous city of a small island under threat of volcanic hazards like Ternate is limited. This study aims to evaluate and forecast the land-use changes brought on by urbanization in Ternate City's Central Ternate District. We used a cellular automata-Markov chain to examine and forecast land cover changes in 2002, 2012, 2022, and 2032. The findings indicate that residential area development will increase along with population expansion and land demand. The results of this study can support the policy-making related to the future arrangement and utilization of space in The Central Ternate District.
由于人口增长和经济等原因,城市增长现象已经成为影响区域土地利用系统和土地覆盖的重要问题。这种现象最近也成为主要的环境问题之一,因为它破坏了城市生态系统。特尔纳特登加区是特尔纳特市人口增长率最高的地区,由于城市化、经济增长和人口等几个原因,特尔纳特登加区经历了广泛的城市发展。城市化加速了对居住用地的需求。因此,未来将出现土地需求与可用土地之间的差距或差距,环境承载能力下降,潜在的环境危害。需要对未来土地覆盖进行空间建模,以便为决策提供数据。GIS和遥感方法已被广泛采用,但最有效的是CA-Markov方法。该模型已在全球多个地区得到应用,但在特尔纳特等火山灾害威胁下的小岛人口稠密城市土地利用变化预测中应用有限。本研究旨在评价和预测特尔纳特市中央区城市化带来的土地利用变化。我们使用元胞自动机-马尔可夫链来检查和预测2002年、2012年、2022年和2032年的土地覆盖变化。研究结果表明,随着人口的增长和土地需求的增加,居住面积的发展将会增加。研究结果可为未来中环三区空间的布局及利用提供政策支持。
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引用次数: 17
Predisposition Factor of Safety of Landslide Dams from Typhoon Talas, Kii Peninsula, Japan 台风“塔拉斯”对日本纪宜半岛滑坡坝安全的影响因素
Pub Date : 2022-12-29 DOI: 10.23917/forgeo.v36i2.20668
Daikai Rikuto, Gomez Christopher, B. Bradák, Aditya Saputra, D. Hadmoko
Landslide dams are less frequent than other landslides, and their very existence is often very-much short-lived, because the temporary dam tends to collapse rapidly. Because of the resulting lack of evidences, there has been less research done on this topic, although the potential catastrophe they can be at the origin of needs assessment. For this purpose, the present contribution aims at differentiating landslides that trigger dams against those that do not inside a group of valleys of the Kii peninsula in Japan, where landslides occurred after the typhoon Talas in 2011. Using topographic map before the event and LiDAR data in its aftermath, the authors have calculated the factor of safety (FS) of different landslides in the same valleys, comparing the data of landslides that created dams against those that did not. The results show that landslides that triggered dams seemed to have a higher FS than those that did not. The authors suggest that it is because larger landslides are needed and thus appear more stable, but also because at the location where the slopes are stable, the riverbed can incise further instead of growing horizontally, and thus the sediments damming the channel have more chances to block it (as it is narrow) and stop the river from flowing.
与其他滑坡相比,滑坡坝发生的频率较低,而且它们的存在往往非常短暂,因为临时坝往往会迅速坍塌。由于缺乏证据,对这一主题的研究较少,尽管它们可能是需求评估的潜在灾难。为此,目前的贡献旨在区分触发大坝的山体滑坡与那些不会在日本纪井半岛的一组山谷内发生的山体滑坡,这些山体滑坡发生在2011年台风塔拉斯之后。利用地震前的地形图和地震后的激光雷达数据,作者计算了同一山谷中不同滑坡的安全系数(FS),并将造成大坝的滑坡数据与没有造成大坝的滑坡数据进行了比较。结果表明,触发大坝的滑坡似乎比没有触发大坝的滑坡具有更高的FS。作者认为,这是因为需要更大的滑坡,因此看起来更稳定,但也因为在斜坡稳定的地方,河床可以进一步切割,而不是水平生长,因此筑坝的沉积物有更多的机会阻塞它(因为它很窄),阻止河流流动。
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引用次数: 0
Estimation of Sea Surface Salinity Concentration from Landsat 8 OLI Data in The Strait of Madura, Indonesia 利用Landsat 8 OLI资料估算印尼马杜拉海峡海面盐度浓度
Pub Date : 2022-12-28 DOI: 10.23917/forgeo.v36i2.19941
Muhsi Muhsi, B. M. Sukojo, M. Taufik, P. Aji, Lalu Muhamad Jaelani
Remote sensing technique to estimate the sea surface salinity has been widely implemented in the seas of various regions. The interface between them was developed using a regression equation like the algorithm in previous research. However, the use of this algorithm for waters in Indonesia, especially in Madura Strait, still requires some adjustment since it is related to the characteristics of different areas in which the algorithm was developed. The development of an applicable local algorithm was performed by finding the best coefficient value in estimating sea surface salinity by considering the value of its lowest NMAE (Normalized Mean Absolute Error). By using salinity and in-situ Rrs(l) (Reflectance of remote sensing) data, we found that the coefficient for the slope was -0.0092, and the intercept was 1.4903. The developed algorithm produces higher accuracy than the existing algorithm, with an NMAE of 0.51%. This NMAE value is smaller than previous research, so this new model can be used to estimate sea surface salinity, particularly in Indonesian sea waters.
海表盐度遥感估算技术已广泛应用于各区域海域。它们之间的接口是使用与之前研究中的算法类似的回归方程来开发的。然而,该算法在印度尼西亚水域,特别是马杜拉海峡的使用,仍然需要一些调整,因为这与算法开发的不同地区的特点有关。通过考虑海水表面盐度的最低NMAE(归一化平均绝对误差)值,找到估算海水表面盐度的最佳系数值,开发了一种适用的局部算法。利用盐度和原位遥感反射率(Rrs(l))数据,我们发现坡度系数为-0.0092,截距为1.4903。该算法比现有算法具有更高的准确率,NMAE为0.51%。这个NMAE值比以前的研究要小,所以这个新模型可以用来估计海面盐度,特别是在印度尼西亚的海水中。
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引用次数: 1
Spatial Distribution of Potential Pollution Load Point Source of Bedadung River in the Urban Area Segment 别大东河城市段潜在污染负荷点源的空间分布
Pub Date : 2022-12-05 DOI: 10.23917/forgeo.v36i2.12019
E. Novita, Ahmad Zaidan Karomi, H. Pradana
The variety of community activities in urban areas and a poor domestic sewage system are thought to affect the water quality of the Bedadung River. The high level of river pollution is caused by the high amount of polluting waste that enters, thus increasing the pollution load. Point source pollutant sources are sources of pollutants originating from certain sources that can be identified directly, such as domestic waste disposal, industrial activities, and others. Organic pollutants from domestic waste that enter the river can reduce the dissolved oxygen concentration in the river which can affect the quality of river water. The quality of water from pollutants can be indicated by knowing the concentration of the oxygen content in the water. To find out, it is necessary to measure the amount of BOD (Biochemical Oxygen Demand). The BOD value can be used as an index number to measure the level of pollutants from waste in a water system. In addition, changes in land use are also the impact of population growth and increased human activity. Land-use changes that ignore the principles of ecosystem sustainability tend to harm the environment, including a decrease in water quality. This study was conducted to determine the potential point source pollution load of Bedadung River in the Urban Area using information about the Bedadung River both spatial data and pollutant water quality (BOD) data. All data is combined and processed using Geographical Information Systems (GIS) technology. The data were analyzed and plotted into a map depicting the distribution of potential point source pollutant loads in the Bedadung River Urban Area Segment. The results of the analysis of land cover pollutant source areas based on the boundary include rice fields of 18.97%, fields of 5.98%, gardens of 12.85%, rivers of 12.25%, and settlements having the largest land area of 49.96% of the total area of the study area. The results of the calculation of the potential point source pollution load showed that the highest potential pollution load value was in the Kaliwates village of 13.966 kg/day, the lowest was in the Antirogo village of 0.004 kg/day and the total point source pollution load was 36.31 kg/day.
人们认为,城市地区各种各样的社区活动和糟糕的生活污水系统影响了贝大东江的水质。高水平的河流污染是由于大量的污染废物进入,从而增加了污染负荷。点源污染源是指来自某些可以直接识别的来源的污染物,例如家庭废物处理、工业活动等。生活垃圾中的有机污染物进入河流会降低河流中的溶解氧浓度,从而影响河流水质。通过了解水中氧含量的浓度,就可以判断水质是否不受污染物污染。为了找到答案,有必要测量BOD(生化需氧量)的量。BOD值可以用作衡量水系统中废物污染物水平的指数。此外,土地利用的变化也是人口增长和人类活动增加的影响。忽视生态系统可持续性原则的土地利用变化往往会损害环境,包括水质下降。利用别大洞河空间数据和污染物水质(BOD)数据,确定了别大洞河在市区的潜在点源污染负荷。所有数据都使用地理信息系统(GIS)技术进行组合和处理。对数据进行分析,并绘制成北大江城区段潜在点源污染物负荷分布图。基于边界的土地覆被污染源面积分析结果为:稻田占18.97%,农田占5.98%,园林占12.85%,河流占12.25%,聚落占研究区总面积的49.96%。潜在点源污染负荷计算结果表明,Kaliwates村的潜在污染负荷值最高,为13.966 kg/d, Antirogo村的潜在污染负荷值最低,为0.004 kg/d,总点源污染负荷为36.31 kg/d。
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引用次数: 1
Factors Affecting Adoption of Climate Change Adaptation Strategies by Small Holder Farmers in Mountain and Lowland Agro-ecological Zones of Eastern Uganda 乌干达东部山区和低地农业生态区小农采取气候变化适应战略的影响因素
Pub Date : 2022-12-05 DOI: 10.23917/forgeo.v36i2.16231
R. Turyahabwe, Loy Gumisiriza Turybanawe, J. Asaba, Andrew Mulabbi, Mukisa Geofrey
Farmers in tropical rural areas are confronted with several challenges but outstandingly climate change which can only be overcome by adopting to climate change resilience strategies. This study assessed the factors affecting adoption of climate change resilience strategies in Muyembe sub-county, Bulambuli district, Uganda. We used questionnaires, interviews, focused group discussions and field observations to collect the required data, which was analyzed using basic descriptive statistics and logistic regression model. Results indicate that, the dominant climate change resilience strategies adopted in the study were, soil/water conservation (65%), drought resistant crop varieties (59.4%), and irrigation (55.6). Results of the logistic regression indicated that, gender and family size were the most important factors that influenced adoption of climate change resilience strategies with coefficient -0.86 and P0.05, and0.18 and P0.05 respectively. On the other hand, the barriers to adoption of the same by majority farmers were dominated by financial constraints and adulteration of farm inputs at 93.4% and 74% respectively. We concluded that, many farmers are still locked in indigenous practices that have made them vulnerable to climate change effects characterized by low yields, crop failure hence low incomes, poverty and food insecurity. We recommended that, government should support the adaptation strategies to climate change by the smallholder farmers technically by providing both ground and surface water irrigation facilities and financially by providing agricultural loans as well as focusing on promoting awareness and advancing education on climate change to farmers through knowledge and skill sharing platforms such as training, conferences, and seminars.
热带农村地区的农民面临着一些挑战,但最突出的是气候变化,只有通过采取气候变化适应战略才能克服这些挑战。本研究评估了乌干达Bulambuli地区Muyembe副县采取气候变化适应战略的影响因素。我们采用问卷调查、访谈、焦点小组讨论和实地观察等方法收集所需数据,并使用基本描述性统计和逻辑回归模型进行分析。研究结果表明,水土保持(65%)、抗旱作物品种(59.4%)和灌溉(55.6%)是主要的应对气候变化策略。logistic回归结果表明,性别和家庭规模是影响气候变化适应策略采取的最重要因素,相关系数分别为-0.86和P0.05, 0.18和P0.05。另一方面,大多数农民采用相同的障碍主要是财政限制和农业投入物掺假,分别占93.4%和74%。我们的结论是,许多农民仍然被困在土著实践中,这使他们容易受到气候变化影响的影响,其特点是低产量、作物歉收,从而导致收入低、贫困和粮食不安全。我们建议,政府应在技术上支持小农适应气候变化的战略,通过提供地表水和地下水灌溉设施,在财政上通过提供农业贷款,并通过培训、会议和研讨会等知识和技能共享平台,重点提高农民对气候变化的认识和推进教育。
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引用次数: 0
A Green Economy Approach to Solid Waste Management in Minna, Nigeria 尼日利亚米纳固体废物管理的绿色经济方法
Pub Date : 2022-12-05 DOI: 10.23917/forgeo.v36i2.17990
Y. Sanusi, S. G. Owoyele, S. Medayese, N. Mohammed
This study is based on solid waste recycling activities in Minna, Nigeria. The objectives of the study are to take inventory of recycling outlets, to examine the recycling inputs and the products produced by the recyclers, to assess the operating environment of the recycling cluster and to investigate the livelihood opportunities that recycling generates. The result shows that the recycling cluster occupies an area of 0.64 hectares that accommodates 141 recycling outlets with about 40% of the outlets occupying below the standard shop size of 7.2m2. The recycling outlets use 18 types of recovered materials to reproduce   27 varieties of products. Each recycling outlet engages about 3.4 persons and offers training to an average of 6 persons each. In general, the sector contributes to creation of employment, income generation, skill development, asset building and social capital formation.
本研究以尼日利亚米纳的固体废物回收活动为基础。这项研究的目的是清点回收渠道、检查回收投入和回收商生产的产品、评估回收集群的运作环境,以及调查回收产生的生计机会。结果表明,回收集群占地面积为0.64公顷,可容纳141个回收网点,其中约40%的网点占地面积低于7.2m2的标准店铺面积。回收网点使用18种回收材料生产27种产品。每个回收站雇用约3.4人,并为平均每人提供6人的培训。总体而言,该部门有助于创造就业、创收、技能发展、资产建设和社会资本形成。
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引用次数: 0
Sugarcane Growing and the Livehoods of Small-Scale Farmers in Jinja District, Uganda 乌干达金贾地区的甘蔗种植和小农生计
Pub Date : 2022-12-05 DOI: 10.23917/forgeo.v36i2.16279
M. W. Nabalegwa, Robert Tweheyo, J. Asaba, Muhamed Waibi
This study focused on establishing the relationship between sugarcane growing and the livelihood of small-scale farmers in Jinja District.  It was guided by three objectives namely: to characterize individual farmers and their farms, establish benefits from sugarcane farming to the farmer’s livelihoods and find out the effect of sugarcane growing on household food security in the area. The study adopted descriptive research design. The target population of this study were sugarcane growing households’ heads and Village Chairpersons of sugarcane out-growers association.  The study employed the purposive and simple random sampling techniques. A sample size of 42 respondents from a population of 362 small-scale farmers.  The methods of data collection included; use of questionnaires, interviewing, focus group discussions and observation.  The study generated both qualitative and quantitative data. The data collected was analysed by computing percentages while qualitative data was analysed by coding and establishing common themes. The study findings revealed that although women are fully involved in sugarcane growing, ownership of farms is dominated by men. The dominant age group among the sugarcane farmers is between 30 to 60 years, with mainly primary education graduates. The average farm size was 3 acres and the larges part of the farm land is devoted to sugarcane growing. There are some positive benefits from sugar growing, though many challenges have been identified. Most smallholder farmers are experiencing food insecurity.  Based on the findings of the study it was recommended that there was need to encourage people owning land less than five acres to practice mixed farming, use scientific methods of farming such as intercropping, crop rotation, use fertilizers to facilitate better yields and crop diversification to improve both on their earnings and food security.
本研究的重点是建立金家县甘蔗种植与小农生计之间的关系。它以三个目标为指导,即:确定个体农民及其农场的特征,确定甘蔗种植对农民生计的好处,并找出甘蔗种植对该地区家庭粮食安全的影响。本研究采用描述性研究设计。本研究的对象人群为甘蔗种植户户主和甘蔗外农协会村委会主席。本研究采用目的明确、简单随机抽样的方法。从362名小农人口中抽取42名受访者作为样本。数据收集方法包括:使用问卷调查,访谈,焦点小组讨论和观察。这项研究产生了定性和定量数据。收集的数据通过计算百分比进行分析,定性数据通过编码和建立共同主题进行分析。研究结果显示,尽管妇女充分参与甘蔗种植,但农场的所有权却由男性主导。甘蔗农的主要年龄组在30至60岁之间,主要是初等教育毕业生。农场的平均面积为3英亩,其中大部分用于种植甘蔗。种植糖有一些积极的好处,尽管我们也发现了许多挑战。大多数小农正面临粮食不安全问题。根据这项研究的结果,有人建议有必要鼓励拥有不到5英亩土地的人实行混合耕作,使用科学的耕作方法,如间作、轮作、使用肥料以提高产量和作物多样化,以提高他们的收入和粮食安全。
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引用次数: 0
Sustainability Level of Heritage Cities in Malaysia 马来西亚遗产城市的可持续发展水平
Pub Date : 2022-07-31 DOI: 10.23917/forgeo.v36i1.15287
Y. Saleh, H. Mahat, M. Hashim, N. Nayan, Samsudin Suhaily, Mohamad Khairul Anuar Ghazali
This article aims to measure the level of sustainability of heritage cities in Malaysia. A thousand residents of ten selected heritage cities throughout Malaysia were selected as the respondents based on the cluster sampling and simple random methods to complete the questionnaire. A Likert scale on questionnaires 1 to 5 was used to elicit feedback. Five sustainability constructs were used: economic, social, environmental, cultural heritage, and government/community role. The results showed that the items in each study construct achieved an acceptable reliability level, with a Cronbach Alpha value greater than 0.70, and also met the normality test requirements. Descriptive analyses of the frequencies, percentages, and average mean values were used to establish each construct's level of sustainability. The results of the study show that the cities that attracted high scores were Georgetown (3.94), Taiping (4.00), Melaka City (3.76), and Muar (3.71). Meanwhile, the cities that attracted moderate scores were Kuala Kubu Bharu (3.36), Jugra (3.23), Tampin (3.37), Kuala Lipis (3.28), Kota Bharu (3.65) and Kuching (3.51). The implications of this study can be used to indicate the actual situation of the level of sustainability of heritage cities and be a reference to carry out the process of improvement towards a more sustainable city by 2030.
本文旨在衡量马来西亚遗产城市的可持续性水平。采用整群抽样和简单随机抽样的方法,选取马来西亚10个选定遗产城市的1000名居民作为调查对象完成问卷。问卷1至5采用李克特量表进行反馈。研究使用了五个可持续性概念:经济、社会、环境、文化遗产和政府/社区角色。结果表明,各研究结构的项目达到可接受的信度水平,Cronbach Alpha值大于0.70,也满足正态性检验要求。使用频率、百分比和平均值的描述性分析来确定每个结构的可持续性水平。调查结果显示,得分较高的城市依次是乔治敦(3.94分)、太平(4.00分)、马六甲(3.76分)、麻峨(3.71分)。与此同时,得分中等的城市是吉隆坡巴鲁(3.36)、朱格拉(3.23)、淡平(3.37)、吉隆坡(3.28)、哥打巴鲁(3.65)和古晋(3.51)。本研究的启示可用于反映遗产城市可持续性水平的实际情况,并为到2030年开展更具可持续性的城市改善过程提供参考。
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引用次数: 0
Searching for potential multi-hazard events during the last 1.5 million years of the Pleistocene epoch 在更新世的最后150万年中寻找潜在的多重危险事件
Pub Date : 2022-07-31 DOI: 10.23917/forgeo.v36i1.16093
B. Bradák, C. Gomez, Á. Kereszturi, T. Stevens
Increasing attention has been paid to multi-hazards in environmental disaster studies produced during the last decade. Multi-hazard studies focus on the occurrence, interaction and effect of several natural hazards in the same region. Despite the increasing number of multi-hazard studies, few investigations have focused on global-scale multi-hazard events. With the aim of closing this gap, our study focuses on the identification of periods during the last 1.5 million years of the Pleistocene epoch, with the quasi-parallel appearance of natural hazards (e.g., asteroid impacts and large volcanic eruptions with a Volcanic Explosivity Index (VEI) of 8 and 7) amplifying their individual effects and thus causing long-term, global-scale changes. Of the seven identified potential multi-hazard events, three were considered as possible global-scale events with a longer term environmental (paleoclimatic) impact; dated to c.a., 1.4 Ma (marine isotope stage – MIS45), 1.0 Ma (MIS 27), and 100 ka (MIS 5c), respectively. Two additional periods (around 50 and 20 ka) were identified as being associated with more restricted scale multi-hazard events, which might cause a “Little Ice Age-like” climatic episode in the history of the Pleistocene Period. In addition, we present a hypothesis about the complex climatic response to a global-scale multi-hazard event consisting of a series of asteroid impacts and volcanic eruption linked to a geomagnetic polarity change, namely the Matuyama-Brunhes Boundary, which might be accompanied by global cooling and result in the final step of the Early Middle Pleistocene Transition.
在过去十年进行的环境灾害研究中,越来越多地注意到多重危害。多灾害研究关注的是同一地区几种自然灾害的发生、相互作用和影响。尽管多灾害研究越来越多,但很少有研究关注全球范围的多灾害事件。为了缩小这一差距,我们的研究侧重于确定更新世最后150万年的时期,其中自然灾害(例如小行星撞击和火山爆发指数(VEI)分别为8和7的大型火山爆发)的准平行出现放大了它们的个体影响,从而导致长期的全球尺度变化。在确定的7个潜在多灾害事件中,3个被认为可能是具有长期环境(古气候)影响的全球规模事件;其年代分别为公元1.4 Ma(海洋同位素阶段- MIS45)、1.0 Ma (MIS 27)和100 ka (MIS 5c)。另外两个时期(约50 ka和20 ka)被确定为与更有限规模的多灾害事件有关,这可能导致更新世历史上的“小冰河期”气候事件。此外,我们还提出了一个复杂的气候响应假设,该假设是由一系列小行星撞击和火山喷发组成的全球性多灾变事件与地磁极性变化有关,即Matuyama-Brunhes边界,该边界可能伴随着全球变冷,导致中更新世早期过渡的最后一步。
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引用次数: 0
Simulated Mitigation of Tsunami Disasters in the Coastal Area of Purworejo Regency, Central Java, Indonesia 在印度尼西亚中爪哇Purworejo县沿海地区模拟减轻海啸灾害
Pub Date : 2022-07-31 DOI: 10.23917/forgeo.v36i1.16984
Sudaryatno Sudaryatno, J. Sumantyo, Taufik Heri Purwanto, Inti Raidah Hidayat, Maulida Allya Nasikha
The coastal area of Purworejo Regency has the potential to be hit by a mega-tsunami disaster because it includes the southern coast of Java Island which is faced with seismic gaps that may produce large earthquakes in the future. This study aims to simulate tsunami disaster mitigation in the coastal area of Purworejo Regency in an effort to raise awareness and increase the community capacity for dealing with potential tsunamis so that the level of loss can be minimized. The tsunami risk analysis is based on the Disaster Crunch model, which is a combination of vulnerability analysis based on the weighted overlay quantitative method and tsunami hazard analysis based on tsunami inundation reduction modeling and cost distance analysis. The planning of the tsunami evacuation route is based on the network analysis method. The tsunami-risk area with a run-up scenario of three meters in the coastal area of Purworejo Regency 126,29 square kilometers or about 72,52% of the total coastal area. There are five tsunami evacuation plan points, with five main tsunami evacuation routes that lead directly to each of these points.
Purworejo Regency的沿海地区有可能受到巨大海啸的袭击,因为它包括爪哇岛的南部海岸,那里面临着地震间隙,未来可能会发生大地震。本研究的目的是模拟Purworejo县沿海地区的海啸减灾,以提高认识和提高社区处理潜在海啸的能力,从而将损失程度降到最低。海啸风险分析基于Disaster Crunch模型,该模型是基于加权叠加定量方法的脆弱性分析与基于海啸淹没减灾建模和成本距离分析的海啸危害分析相结合的结果。海啸疏散路线的规划是基于网络分析法的。海啸危险区在普沃雷霍县沿海地区,上升3米的情景为126,29平方公里,约占沿海总面积的72,52%。有五个海啸疏散点,五个主要的海啸疏散路线直接通往每个点。
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引用次数: 1
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