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Analysis of the impact of landslides on rural community livelihood in Rwanda: Case of Ngororero district 滑坡对卢旺达农村社区生计的影响分析:以恩戈罗雷罗县为例
Pub Date : 2023-07-05 DOI: 10.18488/10.v12i1.3400
Ihorikiza Marie Claudine, Pancras Ndokoye
The study entitled “Analysis of the impact of landslides on rural community livelihood in Rwanda. Case of Ngororero District” was conducted to analyze the impact of landslides on rural community livelihood in Rwanda, a case of Ngororero District. The study objectives were to: Delineate landslides endangered areas and identify the causes, evaluate rural community livelihood status in Ngororero district throughout the study (2016-2020), and analyze the impact of landslides on rural community livelihood in Ngororero District. The study targeted 19,999 households as the study population; from the three sectors of the Ngororero district namely, Muhanda, Kavumu, and Sovu sectors.  A sample of 392 members from that population was selected purposively. Data collection tools and techniques used to obtain primary and secondary data were interviews, questionnaires, observation, and documentation. The study was survey in nature and used qualitative, quantitative, and correlative research designs. Data analysis and map production were done using SPSS 16.0, and Geographic Information System (GIS) 10.8 software. The study findings confirm that the landslides occurrence had a significant impact on community members’ livelihood in Ngororero District, such as deaths and injuries of community members, income reduction, food insecurity problems, displacements and houses destruction. It is recommended that the government manages the situation and keeps it in control so that both government and the citizens use appropriate and durable materials in the construction of houses and infrastructures like roads, classrooms, and health centers to avoid potential damage due to landslide occurrence.
这项研究题为“分析山体滑坡对卢旺达农村社区生计的影响”。以“恩戈罗雷罗县为例”分析山体滑坡对卢旺达农村社区生计的影响,以恩戈罗雷罗县为例。研究目标为:划定滑坡危险区及成因,评估研究期间(2016-2020年)恩戈罗雷罗县农村社区生计状况,分析滑坡对恩戈罗雷罗县农村社区生计的影响。该研究以19999户家庭为研究对象;来自恩戈罗雷罗县的三个区,即穆汉达、卡武穆和索武区。有目的地从该人群中选择了392人作为样本。用于获取第一手和第二手数据的数据收集工具和技术是访谈、问卷调查、观察和记录。本研究为调查性质研究,采用定性、定量和相关研究设计。采用SPSS 16.0和地理信息系统(GIS) 10.8软件进行数据分析和制图。研究结果证实,山体滑坡的发生对恩戈罗雷罗县社区成员的生计产生了重大影响,例如社区成员的伤亡、收入减少、粮食不安全问题、流离失所和房屋被毁。建议政府管理并控制局势,以便政府和公民在建造房屋和道路、教室、保健中心等基础设施时使用适当和耐用的材料,以避免山体滑坡造成的潜在损害。
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引用次数: 0
Impact of soil erosion on water treatment cost: Case of Gihira water treatment plant, Rubavu, Rwanda 土壤侵蚀对水处理成本的影响:以卢旺达鲁巴武的吉希拉水处理厂为例
Pub Date : 2023-03-10 DOI: 10.18488/10.v12i1.3318
Nsanzumukiza Martin Vincent, Emmanuel Niwenshuti, Nzayinambaho Justin, Mukankusi Athalie, Sindikubwabo Theoneste
The study aimed to assess the impact of soil erosion on cost of Gihira Water Treatment Plant (GWTP). Raw water and treated data were gathered from GWTP in different seasons (rain and dry season). The parameters such as TSS, Turbidity and E.coli were determined with standard methods. Documentary review was used to collect data related to annual rainfall, elevation, soil texture, land use and vegetation cover. The results revealed that heavy rainfall impacted negatively quantity of water produced at GWTP with rate of 6.8%, 10.80% and 6.67% in March, April to May and1.57%, 1.73% and 1.66% in June, July and August in 2017. In 2018, the rates of 12.09%, 5.57% and 4.76% in March, April and May and the rates of 1.81%, 1.09% and 1.93% in June, July and August were recorded. The same situation was reproduced in 2019, where the rates were 8.09%, 4.76% and 4.76% in rain season against of 1.38%, 0.85 and 0.55% of dry season. The findings revealed that a high disturbance of the water treatment occurred during the rainy season due to agriculture practices and high steep slope of the areas which lead to high rate of soil erosion in the catchment and more chemicals were used to treat potable water than in dry seasons.
本研究旨在评估土壤侵蚀对吉希拉水处理厂(GWTP)成本的影响。不同季节(雨季和旱季)从GWTP收集原水和处理数据。采用标准方法测定TSS、浊度、大肠杆菌等参数。采用文献回顾法收集年降雨量、海拔、土壤质地、土地利用和植被覆盖等相关数据。结果表明:2017年3月、4月至5月强降雨对GWTP出水量的负影响分别为6.8%、10.80%和6.67%,6月、7月和8月对GWTP出水量的负影响分别为1.57%、1.73%和1.66%;2018年3、4、5月为12.09%、5.57%、4.76%,6、7、8月为1.81%、1.09%、1.93%。2019年也出现了同样的情况,雨季的发病率分别为8.09%、4.76%和4.76%,而旱季的发病率分别为1.38%、0.85和0.55%。研究结果表明,雨季由于农业生产方式和流域坡度较高,导致流域土壤侵蚀率高,饮用水处理化学品用量比旱季多,对水处理的干扰较大。
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引用次数: 0
Predicting Traffic Data in GIS using Different Neural Network Methods 基于不同神经网络方法的GIS交通数据预测
Pub Date : 2022-10-13 DOI: 10.18488/10.v11i2.3166
Zeynab Ghasempoor, S. Behzadi
Traffic is one of the most influential factors in choosing the route to reach the destination. It can be said that a large percentage of people prefer a long but low traffic route than a short route with heavy traffic. Therefore, traffic is a very determining factor in societies, especially in metropolitan areas. The issue of traffic forecasting is another important factor in the field of traffic. In such a way that the traffic of the coming days can be predicted based on the traffic of the previous days. In this paper, traffic forecasting in the coming days is done using a neural network algorithm based on the collected traffic data. Traffic forecasting is performed using Basic Neural Network methods, Feed-forward Levenberg-Marquardt, Conjugate Gradient Neural Network and Bayesian Neural Network. The results of the forecast are then compared with real observations. The results show that the Feed-forward Levenberg-Marquardt method predicts traffic data with 81.59% accuracy, which is the most accurate method among the others. The accuracy of Bayesian Neural Network, Conjugate Gradient Neural Network and Basic Neural Network methods is 81.55, 81.50 and 75%, respectively. Regression values of 24 hours a day were also estimated and it was found that the proximity of input and output values in the Basic Neural Network method is approximately 80%. This parameter was obtained 69.69%, 69.71% and 69.87% for three Feed-forward Levenberg-Marquardt, Conjugate Gradient Neural Network and Bayesian Neural Network respectively.
交通是影响人们选择到达目的地路线的最重要因素之一。可以说,很大一部分人更喜欢长但流量小的路线,而不是流量大的短路线。因此,交通是社会中一个非常决定性的因素,尤其是在大都市地区。交通预测问题是交通领域的另一个重要问题。通过这种方式,可以根据前几天的交通预测未来几天的交通。本文基于采集到的交通数据,采用神经网络算法对未来几天的交通进行预测。使用基本神经网络方法、前馈Levenberg-Marquardt、共轭梯度神经网络和贝叶斯神经网络进行流量预测。然后将预报结果与实际观测结果进行比较。结果表明,前馈Levenberg-Marquardt方法预测交通数据的准确率为81.59%,是预测准确率最高的方法。贝叶斯神经网络、共轭梯度神经网络和基本神经网络方法的准确率分别为81.55%、81.50%和75%。对一天24小时的回归值也进行了估计,发现Basic Neural Network方法中输入和输出值的接近度约为80%。对于三种前馈Levenberg-Marquardt、共轭梯度神经网络和贝叶斯神经网络,该参数分别为69.69%、69.71%和69.87%。
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引用次数: 1
Airborne Magnetic Survey and Remote Sensing Applied to Structural Study in Vohilava Area Madagascar 航空磁测与遥感在马达加斯加Vohilava地区构造研究中的应用
Pub Date : 2022-10-13 DOI: 10.18488/10.v11i2.3165
Razananirina Henri, Rakotondrazafy Raymond
Mananjary district is known for its gold production. To better understand the gold mineralization distribution, a regional structural study was undertaken using airborne geophysics and remote sensing (RS). Magnetometry data, Landsat Operational Land Imager (OLI) 8 satellite-image and DEM (Digital Elevation Model) have been processed and interpreted. Signals associated with deep structures are weak and dominated by strong signals from surficial magnetic sources. To overcome this problem, local-phase based filters were used. A deep knowledge of each filter allows to use it separately or in combination with other filters. RS is a powerful tool for a regional study. Color composite technique and DEM analysis were helpful to bring out faults and structures. The combination of magnetometry and RS allows geologists to efficiently delineate prospective zones. The study has unveiled a dextral strike-slip fault (SSF) over 240km and associated faults, folds, flower structure and pull-apart basins within the Mananjary gold district. Moreover, the SSF structurally controlled the spatial distribution of Vohilava-Nosivolo and Maha groups. R Riedel shear faults appear as North North East – South South West faults. R’ Riedel shear faults occur in the north of the study area with East North East -West South West orientation. Tectonic block rotation occurred between Ampasinambo and Soavina. P’ shear faults striking West North West – East South East occur in Vohilava. Some folds are associated with the SSF as well. Vohilava positive flower structure which used to be a syncline and its antiform equivalent are SSF footprints. The latter was active since Mesoarchean.
Mananjary地区以黄金生产而闻名。为了更好地了解金矿化分布,利用航空地球物理与遥感(RS)对该区进行了区域构造研究。对磁力计数据、Landsat Operational Land Imager (OLI) 8卫星图像和DEM(数字高程模型)进行了处理和解释。与深部构造有关的信号较弱,主要由地表磁源发出的强信号所控制。为了克服这个问题,采用了基于局部相位的滤波器。对每个过滤器有深入的了解,可以单独使用它,也可以与其他过滤器结合使用。RS是区域研究的有力工具。彩色合成技术和DEM分析有助于断层和构造的识别。磁强计和RS的结合使地质学家能够有效地圈定远景带。研究揭示了马南加里金矿区内一条长度超过240公里的右旋走滑断层及其伴生的断层、褶皱、花状构造和拉分盆地。此外,SSF在结构上控制了Vohilava-Nosivolo和Maha类群的空间分布。R - Riedel剪切断裂为北-东-南-南-西断裂。研究区北部出现R ' Riedel剪切断裂,走向为东北东西-西南西。在Ampasinambo和Soavina之间发生了构造块体旋转。在沃希拉瓦,有向西、北、西、东、南、东走向的P型剪切断裂。一些褶皱也与SSF有关。曾经是向斜的Vohilava正花构造及其反形等价物是SSF足迹。后者自中太古宙以来活跃。
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引用次数: 0
Measures of Spatial Population Distribution in Morogoro Region 莫罗戈罗地区人口空间分布测度
Pub Date : 2022-02-09 DOI: 10.18488/10.v11i1.2920
Salum Haji Hamisi
Measuring the spatial distribution of populations has been a complex process and has been a concern of demographers, researchers, geographers, and academics around the world. This paper attempts to take a step forward by consciously taking it. It is a very complex undertaking because it involves facts from the population or the study area. And in practice in developing countries, the facts or practical information are hard to come by. The paper objectively focuses on measuring the extent of population distribution in the Morogoro region using the approaches of Otis (1957). The study was intended to provide a basis for planning for policymakers, governments, non-governmental organisations and community-based organisations. The methodology chosen in this paper is an exhaustive documentary analysis, as the data on this type of study is almost always credible and available to the public. Extensive use of secondary data was used. After review, recalculation, preliminary discussion and recast; the region's population has been shown to be unequally distributed, less concentrated in one settlement and less dense per square kilometre, even below the national average of 51 inhabitants per square kilometre. It suggests an uneven distribution of resources, making parts of the region populated and others less populated. Government has a role to play in ensuring that population distribution reflects available resources. Every measure selected and applied has some challenges or shortcomings, whether it is the availability of data or the accuracy of the tool.
测量人口的空间分布一直是一个复杂的过程,一直是世界各地人口统计学家、研究人员、地理学家和学者关注的问题。本文试图通过自觉地迈出这一步。这是一项非常复杂的工作,因为它涉及到人口或研究区域的事实。而在发展中国家的实践中,事实或实用信息很难获得。本文采用奥的斯(Otis, 1957)的方法,客观地考察了莫罗戈罗地区的人口分布程度。这项研究的目的是为决策者、政府、非政府组织和社区组织提供规划基础。本文选择的方法是详尽的文献分析,因为这类研究的数据几乎总是可信的,并且可供公众使用。广泛使用了二手数据。经复核、重新计算、初步讨论、重铸;该地区的人口分布不均,不太集中在一个定居点,每平方公里的密度也较低,甚至低于每平方公里51人的全国平均水平。这表明资源分布不均,导致该地区部分地区人口稠密,而另一些地区人口较少。政府在确保人口分布反映现有资源方面可发挥作用。无论是数据的可用性还是工具的准确性,所选择和应用的每一种测量方法都存在一些挑战或缺点。
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引用次数: 0
Geochemical Exploration for Metallic Minerals in the Meta-Sedimentary Rocks of Ogotun, Ikeji-Ile and Ipetu, Southwestern Nigeria 尼日利亚西南部Ogotun、Ikeji-Ile和Ipetu变质沉积岩中金属矿物的地球化学勘查
Pub Date : 2022-01-20 DOI: 10.18488/10.v11i1.2910
Olususi Joseph Ige, Ayodele Olusiji Samuel, Ajigo Isaac Ominyi
The south-eastern part of Ilesha Schist belt which comprises of (Ogotun,Ikeji-Ile and Ipetu-the study area has been totally neglected by previous researchers without any literatures that could serve as clues to mineral exploration in the study area which necessitate this research. Geological mapping was undertaken to determine the underlying rocks followed by systematic sampling at one rock per 3.25km2, petrographic and geochemical analysis of the rocks. The results of field examination confirmed the existence of migmatite-gneisses, quartzites, quartz-schists, meta-conglomerates and porphyritic granites as the dominant rocks while petrographic studies revealed quartz, biotite, feldspar (microcline and plagioclase) and opaque minerals. However, five rocks samples whose thin sections showed opaque minerals were viewed under the reflecting light microscope and a brassy yellow mineral called chalcopyrite was confirmed. Geochemical analytical results revealed that SiO2 (67.37%-62.46%) and Al2O3 (17.35%-11.62%) have higher concentrations, indicating the aluminosilicate nature of the rocks. The trace elemental analysis revealed very high concentrations of Ba (2533-10) ppm and Fe (55000-4100) ppm, followed by moderate to low and very low concentrations of Cu (38.40-12.50) ppm, Pb (.90-39.40) ppm, Zn (156.00-7.00) ppm, Co (65.20-1.40) ppm, Mn (148.00-981.00) ppm,, As (1.00-3.00) ppm, Th (0.50-10.00) ppm, Rb (311.60-50) ppm ,Cr (1310.-5.00) ppm and U (>0.1-6.3) ppm. Similarly, the principal component analysis (PCA) of the rocks revealed Cu-Pb-Zn-Mn-Fe mineral associations with 35.24% also confirmed massive sulphide mineralization. Therefore, the overall results indicated the potentials of the study area to be possibly enriched with other hidden ore deposits and radioactive minerals.
伊勒沙片岩带东南部由乌古屯、池池岛和伊佩图组成的研究区完全被以往的研究人员所忽视,没有任何文献可以作为研究区找矿线索,因此本研究是必要的。进行了地质测绘,以确定下伏岩石,然后对每3.25平方公里的一块岩石进行系统取样,对岩石进行岩石学和地球化学分析。野外考察结果表明,主要岩石为混辉片麻岩、石英岩、石英岩片岩、元砾岩和斑岩花岗岩,岩石学研究显示石英、黑云母、长石(微斜长石和斜长石)和不透明矿物。然而,在反射光显微镜下观察了5个岩石样本,它们的薄片显示出不透明的矿物,证实了一种被称为黄铜矿的黄铜色矿物。地球化学分析结果显示,岩石中SiO2(67.37% ~ 62.46%)和Al2O3(17.35% ~ 11.62%)含量较高,具有铝硅酸盐性质。微量元素分析显示,Ba (2533-10) ppm和Fe (55000-4100) ppm的浓度非常高,其次是Cu (38.40-12.50) ppm、Pb (0.90 -39.40) ppm、Zn (156.00-7.00) ppm、Co (65.20-1.40) ppm、Mn (148.00-981.00) ppm、As (1.00-3.00) ppm、Th (0.50-10.00) ppm、Rb (311.60-50) ppm、Cr (1310 -5.00) ppm和U (>0.1-6.3) ppm的中低浓度和极低浓度。同样,主成分分析(PCA)显示Cu-Pb-Zn-Mn-Fe矿物组合,占35.24%,证实块状硫化物成矿作用。综上所述,研究区可能存在其他隐伏矿床和放射性矿物的富集潜力。
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引用次数: 0
Demarcation of Groundwater Potential Zones Using Geospatial Technology in Edappadi Block, Salem District, Tamil Nadu, India 利用地理空间技术在印度泰米尔纳德邦塞勒姆地区的Edappadi区块划分地下水潜力区
Pub Date : 2021-12-28 DOI: 10.18488/journal.10.2021.102.36.49
S. M., T. V
Groundwater is one of the world's most valuable resources, which contributes 85% of drinking water supplies. It is imperative to explore ground-water zone for the utilization to the people. Edappadi block in Salem District, Tamil Nadu, is rocky terrain largely depends on groundwater for drinking and irrigation. One of the most useful tools for locating ground water potential zones is remote sensing and geographic information system (GIS). Different types of thematic maps, such as lithology, geomorphology, drainage density, slope, lineament, and land use/land cover, can be easily created by visual interpretation of IRS-1C, LISS-III data and maps are prepared using GIS. The water potential zones are determined using a rank and weightage approach. In order to demarcate the water potential zones, the vector overlay method is used. Lithology is given more weight than geomorphology, followed by lineament density, lineament frequency, lineament intersection, slope and land use/land cover. Based on the overall results, the potential zone of groundwater in the research region is divided into five groups: Excellent, Very Good, Good, Moderate, and Poor.
地下水是世界上最宝贵的资源之一,占饮用水供应量的85%。地下水资源的开发利用势在必行。位于泰米尔纳德邦塞勒姆地区的埃达帕迪地块是岩石地形,主要依靠地下水饮用和灌溉。遥感与地理信息系统(GIS)是定位地下水势带最有用的工具之一。通过IRS-1C、LISS-III数据的可视化解释,可以轻松创建不同类型的专题地图,如岩性、地貌、排水密度、坡度、地貌和土地利用/土地覆盖,并使用GIS编制地图。水势区采用等级和权重法确定。为了确定水势带,采用了矢量叠加法。岩性的权重高于地貌,其次是线条密度、线条频率、线条相交、坡度和土地利用/土地覆盖。在综合评价结果的基础上,将研究区地下水潜力区划分为优、好、好、中、差5组。
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引用次数: 0
Evaluation of Groundwater Quality Using Water Quality Index in Gadilam River Basin, Tamil Nadu, India 用水质指数评价印度泰米尔纳德邦Gadilam河流域地下水质量
Pub Date : 2021-07-30 DOI: 10.18488/journal.10.2021.101.1.8
K. Rizwan, V. Thirukumaran
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引用次数: 0
Effects of Hydroclimatic Variability on the Spatial Dynamics of Ponds (Simenti, Kountadala and Oudassi) of the Gambia River Basin in the Niokolo Koba National Park (Senegal) 水文气候变率对塞内加尔Niokolo Koba国家公园冈比亚河流域Simenti、Kountadala和Oudassi池塘空间动态的影响
Pub Date : 2019-08-23 DOI: 10.18488/journal.10.2019.82.69.86
C. Faye, Boubacar Solly, B. Sané, A. Cissé
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引用次数: 0
Geographical Analysis of Household Waste Generation and Disposal in Taraba State, Northeast Nigeria 尼日利亚东北部塔拉巴州家庭垃圾产生和处置的地理分析
Pub Date : 2019-07-09 DOI: 10.18488/journal.10.2019.82.58.68
Peter P. Umeh, Kelechi Friday Nkwocha, Samuel Oji Iheukwumere
Household wastes have become one of the greatest menaces in the world over, and the situation in developing countries such as Nigeria has become pathetic. The goal of this paper is to examine the nature of household solid waste generation, collection and methods of disposal in Jalingo, Taraba State, Nigeria. The data for this study was collected through primary and secondary sources. The Primary data sources include; field work, questionnaire and personal observation. The secondary sources of data were obtained from the ministry of Environment Jalingo, for a period of ten (10) years (2000-2013). A set of 200 carefully coded questionnaires were distributed, this was done to elicit responses from respondents. Analysis of variance (ANOVA) technique was employed in the examination of the statistical significance of the variation among the selected area of study. From our results, 56.5% of respondents are female while 43.5% of respondents are male. The study revealed that a large proportion (47%) of Jalingo residents dump their wastes at refuse disposal points in their neighborhoods, 35% dump their wastes in any available open land while 5 and 8% dump their wastes in streams and drainages respectively. The study concluded by noting that household waste is not properly managed in jalingo and therefore recommends that policy makers are required to identify and distinguish between the day time and official population in Jalingo and use the statistics as a basis for planning.
生活垃圾已成为世界上最大的威胁之一,尼日利亚等发展中国家的情况也变得可悲。本文的目的是研究在Jalingo,塔拉巴州,尼日利亚家庭固体废物的产生,收集和处理方法的性质。本研究的数据是通过一手和二手来源收集的。主要数据来源包括:实地考察、问卷调查和个人观察。次要数据来源来自Jalingo环境部,为期10年(2000-2013)。分发了一套200份精心编码的问卷,这是为了征求受访者的回答。采用方差分析(ANOVA)技术对所选研究区域间变异的统计显著性进行检验。从我们的调查结果来看,56.5%的受访者是女性,43.5%的受访者是男性。研究显示,很大一部分(47%)Jalingo居民将废物倾倒在他们社区的垃圾处理点,35%的居民将废物倾倒在任何可用的空地上,5%和8%的居民分别将废物倾倒在溪流和排水沟中。研究报告最后指出,jalingo的家庭垃圾没有得到妥善管理,因此建议决策者必须确定和区分jalingo的白天人口和官方人口,并将统计数字作为规划的基础。
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引用次数: 7
期刊
International Journal of Geography and Geology
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