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Estimation of Water Hyacinth Using Computer Vision 利用计算机视觉估计水葫芦
Pub Date : 2023-01-27 DOI: 10.5539/ep.v12n1p1
Gildas David Farid Adamon, M. A. Konnon, Merscial Raymond, Rodolphe Ndeji, A. Agonman, Adonai Gbaguidi, Togon Clotilde Guidi, L. Fagbemi
The different controls of water hyacinth, an invasive species of tropical and subtropical environ-ments, have demonstrated some limitations requiring additional monitoring tasks to maintain the ecological balance. Therefore, quantifying and valuing this aquatic biomass becomes a sustainable management alternative. However, the water hyacinth estimation remains a challenging task in developing countries with regard to the used methods: empirical relationships between yield and production indices calculated experimentally, structural parameters measured or calculated through specific experiments (not dynamic), etc. These methods lose precision depending on the type of plant, cultural methods and practices and the seasons. Then, it becomes urgent to develop a dynamic estimation method with a proven track record of reliability despite the inconsistency of the factors mentioned above. This article contributes to the improvement of aquatic biomass estimation by proposing a Computer Vision based solution for estimating fresh mass of water hyacinth. To achieve this goal, the morphology of the species is assessed and an XML classifier is developed. This model is then implemented in a mobile app facilitating its end use. The proposed algorithm demonstrated a mean average precision of 96.89%. Considering the recorded level of accurateness, the developed method can be used to estimate different types of biomass.
水葫芦是热带和亚热带的一种入侵物种,对水葫芦的不同控制显示出一些局限性,需要额外的监测任务来维持生态平衡。因此,量化和评估这种水生生物量成为一种可持续的管理选择。然而,在使用的方法方面,水葫芦估算在发展中国家仍然是一项具有挑战性的任务:实验计算的产量和生产指数之间的经验关系,通过特定实验(非动态)测量或计算的结构参数等。这些方法因植物类型、栽培方法和实践以及季节而失去精确性。因此,迫切需要开发一种具有可靠跟踪记录的动态估计方法,尽管上述因素不一致。本文提出了一种基于计算机视觉的水葫芦新鲜质量估算方法,有助于提高水生生物量估算的准确性。为了实现这一目标,对物种的形态进行了评估,并开发了XML分类器。然后在移动应用程序中实现该模型,以方便其最终使用。该算法的平均精度为96.89%。考虑到记录的准确性,所开发的方法可用于估算不同类型的生物量。
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引用次数: 0
Health Risk Assessment and Nickel Content in Soils, Rice (Oryza Sativa L.) and Wheat (Triticum Aestivum L.) Grown in Damietta Governorate, Egypt 土壤、水稻和小麦的健康风险评价及镍含量生长于埃及达米埃塔省
Pub Date : 2022-04-06 DOI: 10.5539/ep.v11n2p1
S. Badawy, R. El-Motaium, M. Hossain, H. Abdel-Lattif, H. Ghorab, M. El-Sayed
Nickel (Ni) concentration in soils is highly depended on the parent materials and the types of pollutant sources that plays a beneficial role in plant growth however; at high concentration it may cause toxicity for plants and creating hazards to animals and human. Therefore, this study aimed to estimate the levels of Ni in soils, straw and grain of rice and wheat plants grown in the soils contaminated with Ni and evaluate its effect on human health. In the surface soil layers the total (31.4 ±8.02 mg kg-1) and available Ni concentration (3.10 ±0.91 mg kg-1) are slightly higher by 1.25 ±0.14 and 1.24 ±0.25 fold respectively, than the subsurface layers. Available Ni increased linearly with increasing Ni in soil (r = 0.91). A significant positive correlation was found between available Ni and soil OM content (r = 0.89), while a significant negative correlation was observed for soil CaCO3 percent (r = - 0.72) and soil pH (r = - 0.90). Rice Ni content of the straw (2.1 ±0.32 mg kg-1) and grains (0.44 ±0.07 mg kg-1) were significantly correlated with soil total Ni (r = 0.89 and 0.86) and available Ni (r = 0.84 and 0.74), respectively. Wheat Ni content of straw (1.68 ±0.28 mg kg-1) and grains (0.28 ±0.04 mg kg-1) were significantly correlated with soil total Ni (r = 0.87 and 0.81) and available Ni (r = 0.84 and 0.85), respectively. By increasing straw Ni content grains increased (r = 0.89 for rice and r = 0.95 for wheat). Grains of rice and wheat exhibited lower Ni concentration than that of the straw (20.9% ± 1.64 and 16.7% ± 1.04, respectively). According to FAO/WHO rice and wheat grains contain normal Ni concentration and no evidence of possible potential human health risk with grains consumption.
土壤中镍(Ni)浓度高度依赖于对植物生长有利的母质和污染源类型;高浓度时可能对植物产生毒性,对动物和人类产生危害。因此,本研究旨在估算在受镍污染的土壤中生长的水稻和小麦作物的土壤、秸秆和籽粒中的镍含量,并评价其对人体健康的影响。表层总Ni浓度(31.4±8.02 mg kg-1)和有效Ni浓度(3.10±0.91 mg kg-1)分别比亚表层高1.25±0.14倍和1.24±0.25倍。有效镍随土壤中镍含量的增加呈线性增加(r = 0.91)。有效镍与土壤OM含量呈显著正相关(r = 0.89),土壤caco3%与土壤pH呈显著负相关(r = - 0.72)。水稻秸秆Ni含量(2.1±0.32 mg kg-1)和稻谷Ni含量(0.44±0.07 mg kg-1)与土壤全Ni含量(r = 0.89和0.86)和有效Ni含量(r = 0.84和0.74)呈极显著相关。小麦秸秆Ni含量(1.68±0.28 mg kg-1)和籽粒Ni含量(0.28±0.04 mg kg-1)与土壤全Ni含量(r = 0.87和0.81)和有效Ni含量(r = 0.84和0.85)呈极显著相关。随着秸秆含镍量的增加,稻米和小麦籽粒均增加(r = 0.89, r = 0.95)。水稻和小麦籽粒的Ni含量均低于秸秆(分别为20.9%±1.64和16.7%±1.04)。根据粮农组织/世卫组织的报告,大米和小麦谷物的镍含量正常,没有证据表明食用谷物可能对人体健康构成潜在风险。
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引用次数: 0
Microbial Abundance of Waste Derived Biochar Incubated Acid Soil in Bangladesh 孟加拉酸性土壤中废弃生物炭培养的微生物丰度
Pub Date : 2022-03-30 DOI: 10.5539/ep.v11n1p33
G. Rabbani, M. Hossain, Z. Parveen
Due to climate change biochar is recently recommended as a control approach to increase crop productivity and global warming reduction. As biochar application changes the soil pH towards alkalinity, this effects acid soils nutrient cycles the same as microbial abundance. This research was conducted to investigate the microbial abundance as affected by waste-derived biochar application in two different rates on acidic soil of Bangladesh. Slow pyrolyzed (500±50ºC) different waste-derived biochars viz. sewage sludge, sugarcane bagasse, potato peels, water hyacinth, and organic waste were applied at 10 tons ha-1 and 15 tons ha-1 on the acidic soil. An in-vitro incubation study was conducted on experimental soil applying all the biochar to understand how nutrient availability and carbon dynamics affect the microbial abundance of the acid soil. The incubation study was divided into two stages: submerged condition (up to 60 days) followed by a dry condition (61 to 120 days) and biochars were applied in two different rates such as 10 and 15 tons ha-1. The viable count of bacteria significantly (P<0.05) increased with the variation of incubation periods and soil moisture content, although the rates did not make any difference. The beneficial Rhizobium spp. bacteria count ranged from 4.21 to 6.47 log CFU/g; Azotobacter spp. count ranged from 2.33 to 5.60 log CFU/g and Phosphate Solubilizing Bacterial count ranged from 2.30 to 3.74 log CFU/g. However, no sign of coliform bacteria or Escherichia coli was found in any sample, but also none of the biochar amended soil samples possessed Pseudomonas spp. and Trichoderma spp. In outcome, the waste-derived biochars treatments showed an insignificant impact on microbial parameters over the first 2 months after biochar incorporation which progressively increased with the course of time and the presence of oxygen.
由于气候变化,生物炭最近被推荐为一种提高作物生产力和减少全球变暖的控制方法。由于生物炭的施用改变了土壤的pH值,使其趋于碱性,这对酸性土壤的养分循环产生了与微生物丰度相同的影响。本研究旨在调查孟加拉酸性土壤中两种不同施用量的废弃物生物炭对微生物丰度的影响。在酸性土壤上分别以10吨ha-1和15吨ha-1的浓度,对污泥、甘蔗渣、马铃薯皮、水葫芦和有机废弃物进行慢热解(500±50℃)。为了了解养分有效性和碳动态对酸性土壤微生物丰度的影响,在施用所有生物炭的实验土壤上进行了体外培养研究。孵育研究分为两个阶段:浸没条件(长达60天),然后是干燥条件(61至120天),并以两种不同的速率(如10和15吨/公顷)施用生物炭。细菌活菌数随培养时间和土壤含水量的变化而显著增加(P<0.05),但速率无显著差异。有益根瘤菌数量为4.21 ~ 6.47 log CFU/g;固氮细菌的数量范围为2.33 ~ 5.60 log CFU/g,磷酸盐溶解细菌的数量范围为2.30 ~ 3.74 log CFU/g。然而,在任何样品中都没有发现大肠菌群或大肠杆菌的迹象,而且在生物炭改性的土壤样品中也没有发现假单胞菌和木霉的迹象。因此,在生物炭掺入后的前2个月内,废物来源的生物炭处理对微生物参数的影响不显著,随着时间的推移和氧气的存在,微生物参数逐渐增加。
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引用次数: 0
Discourse on the Evolution of the Earth 论地球的进化
Pub Date : 2022-03-30 DOI: 10.5539/ep.v11n1p65
Andrzej Pawuła
The discourse on the evolution of the Earth is a polemic with the Big Bang theory, which claims the formation of the universe 13.8 billion years ago. It is claimed that in a fraction of a second, elementary particles of matter formed from an atom of "peculiar" density, and then, in the process of primary nucleosynthesis, elements were formed. The alternative theory of the primal forces of nature negates this version of the explanation of the phenomenon and proves that the process of creating elements takes place today in a thermonuclear synthesis reaction in the Earth's core. The probability test of these theories is the georadiation criterion, based on the quantitative ratios of uranium and the helium 3He isotope on Earth. Referring to earlier publications, the activity of a thermonuclear reactor in the Earth's core and the appearance of 200 million years ago, the phenomenon of Earth expansion, is proven. The conclusion of the article is the statement of the evolutionary sequence of all planets in the solar system and the transformation of hot planets into new stars.
关于地球进化的论述是与大爆炸理论的争论,大爆炸理论声称宇宙是在138亿年前形成的。有人声称,在不到一秒钟的时间里,一个“特殊”密度的原子形成了物质的基本粒子,然后,在初级核合成的过程中,形成了元素。自然界原始力量的替代理论否定了这种现象的解释,并证明今天创造元素的过程发生在地核的热核合成反应中。这些理论的概率检验是基于地球上铀和氦3He同位素的定量比率的辐射判据。参考先前的出版物,证明了地核热核反应堆的活动和2亿年前地球膨胀现象的出现。文章的结论是对太阳系中所有行星的演化顺序和热行星向新恒星的转变的陈述。
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引用次数: 1
Jobs Created by the Green Economy in the USA 美国绿色经济创造的就业机会
Pub Date : 2022-03-16 DOI: 10.5539/ep.v11n1p21
R. Bezdek
Green jobs are of intense interest in the USA but heretofore have not been rigorously estimated. While green jobs are desirable and are increasing rapidly, consistent time series estimates and forecasts of these jobs are not available. This has impeded research and policy development. We analyze the importance of green jobs and estimate the green jobs created by the USA economy 1970 – 2030 by industry, occupation, skill, and salaries. Here we show that: 1) jobs generated by the USA green economy have increased from 1% of total jobs in 1970 to 6% 2020, and are forecast to comprise 14% of jobs in 2030; 2) most persons in these jobs do not realize that they owe their livelihood to the green economy; 3) jobs generated by the green economy are at least 3 or 4 times larger than realized; 4) most green jobs are not attractive, well paid, or unionized; 5) advocates can be their own worst enemies by misrepresenting the reality of green jobs. The significance of green jobs is not appreciated and this has serious economic, environmental, and policy implications that must be remedied.
绿色工作在美国引起了强烈的兴趣,但迄今为止还没有得到严格的估计。虽然绿色工作是理想的,并且正在迅速增加,但这些工作的一致的时间序列估计和预测是不可用的。这阻碍了研究和政策制定。我们分析了绿色工作的重要性,并按行业、职业、技能和工资估算了1970 - 2030年美国经济创造的绿色工作。在这里,我们表明:1)美国绿色经济创造的就业机会从1970年占总就业机会的1%增加到2020年的6%,预计到2030年将占总就业机会的14%;2)从事这些工作的大多数人没有意识到他们的生计归功于绿色经济;3)绿色经济创造的就业机会至少是实现的3到4倍;4)大多数绿色工作没有吸引力,薪水不高,也没有工会;倡导者最大的敌人可能是他们自己,因为他们歪曲了绿色工作的现实。人们没有认识到绿色工作的重要性,这对经济、环境和政策都有严重的影响,必须加以纠正。
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引用次数: 0
The New Global Economy between a Well-Planned Journey and a Chaotic One. Under the Impact of both Climate Change and the Post Pandemic, the NGE: A More Complex and Less Predictable System 新全球经济在规划良好的旅程和混乱的旅程之间。在气候变化和大流行后的双重影响下,NGE:一个更复杂和更不可预测的系统
Pub Date : 2022-03-09 DOI: 10.5539/ep.v11n1p16
Petre Roman
The article is devoted to the understanding of the emergence of new traits of the global economy under the impact of climate change and the COVID pandemic. Economic research is nowadays primarily oriented towards the unpredictable and sometimes confusing situations related to the consequences of climate change. Global economy is a complex behavior with a new dynamic. If green energy is to be the main predictable feature we are confronted with three questions: is it robust, sustainable and resilient? The new global economy is not about a bright future; it is about selecting a positive norm that indicates today a positive behavior of it. Hydrogen fossil issue, electricity becoming a tradable commodity, the new role of nuclear energy as a crucial complement to renewables are among the main contributors in redesigning energy markets. We can safely say that by mid-century the world will need to remake its energy system. Indeed, while the science of climate change is today firmly established on powerful truths, the final outcome is not a simple extension of present-day trends. The environment, under the impact of climate change, is presently in a disordered phase of transition. Global disorder should not be inevitable even if critical thresholds seem to be inevitable. The obvious solution is cooperation out of what we believe to be true. We have to act in the presence of uncertainty and often that means that a better situation could be simply an unattainable one.
这篇文章致力于理解在气候变化和新冠疫情的影响下,世界经济出现的新特征。如今,经济研究主要面向与气候变化后果有关的不可预测的、有时令人困惑的情况。全球经济是一种具有新动力的复杂行为。如果要让绿色能源成为可预测的主要特征,我们将面临三个问题:它是强劲的、可持续的和有弹性的吗?新的全球经济不是关于光明的未来;它是关于选择一种积极的规范,它在今天表明了一种积极的行为。氢化石问题、电力成为可交易商品、核能作为可再生能源重要补充的新角色,都是重新设计能源市场的主要因素。我们可以有把握地说,到本世纪中叶,世界将需要重塑其能源体系。的确,尽管气候变化科学如今已牢固地建立在强有力的事实基础上,但最终的结果并不是当前趋势的简单延伸。在气候变化的影响下,当前的环境正处于一个无序的过渡阶段。全球混乱不应该是不可避免的,即使临界阈值似乎不可避免。显而易见的解决办法是在我们相信的事实之外进行合作。我们必须在不确定的情况下采取行动,这往往意味着更好的情况可能根本无法实现。
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引用次数: 0
Phosphorus Non-Point Pollution from Equestrian Wastes and the Need for Recycling 马术废物的非点状磷污染及回收的需要
Pub Date : 2021-07-07 DOI: 10.5539/EP.V10N2P61
J. Louda, Bobby G. Duersch, Jeffrey T. Osetek, Charmaine Cintron, Lorraine Chaljub, Vittoria Queiroz
South Florida and much of the rest of the World suffers from harmful algal blooms (HABs) and controls of both nitrogen (N) and phosphorus (P) pollution are required to curtail the onset, spread and/or expansion of these blooms. This report covers our studies on several aspects of equestrian waste (viz. horse manure) aimed at yielding an overview of phosphorus and its pollution stemming from non-point horse manure sources in portions of Palm Beach County Florida. Methods included a modified Hedley extraction sequence, emphasizing ‘easily extractable phosphorus’ (EEP), and 31P nuclear magnetic resonance (NMR) spectroscopic identification of organic phosphorus (Po) species. Samples included fresh and aged horse manure, pasture soils, horse feed and pasture grasses, and canal waters adjacent to equestrian or agricultural fields. Easily extractable Phosphorus (EEP) averaged about 54-77% of the total horse manure phosphorus. Total phosphorus ranged from 13,020 – 22,300 mg per kilogram dry weight. (≈60-100 lbs. P2O5 / ton and on a wet weight basis, this equates to 4,000 to 14,818 grams-P/ U.S. ton or 8.8 to 32.6 pounds of phosphorus (≈ 20-75 lb. P2O5) per wet weight ton of horse manure. Considering the values of EEP in fresh samples from a single horse, we found a range of 8,000 – 17,000 mg-P/kg (8-17 g-P/kg) dry weight horse manure. Soil samples yielded the highest P in the NaOH extract of the Hedley sequence. This equates to the Al, Fe and ester forms. Phosphorus (viz. EEP) runoff is viewed here as a non-point P pollution source.
南佛罗里达和世界其他大部分地区都受到有害藻华(HABs)的影响,需要控制氮(N)和磷(P)污染,以遏制这些藻华的发生、扩散和/或扩大。本报告涵盖了我们对马术废物(即马粪)的几个方面的研究,旨在对佛罗里达州棕榈滩县部分地区非点源马粪的磷及其污染进行概述。方法包括改进的Hedley提取顺序,强调“易提取磷”(EEP),以及31P核磁共振(NMR)光谱鉴定有机磷(Po)的种类。样本包括新鲜和陈年的马粪、牧场土壤、马饲料和牧草,以及毗邻马场或农田的运河水域。易提取磷(EEP)平均约占马粪总磷的54-77%。总磷在每公斤干重13020 - 22300毫克之间。(≈60 - 100磅。P2O5 /吨,在湿重的基础上,这相当于4000至14818克磷/美吨或8.8至32.6磅磷(≈20-75磅P2O5)每湿重吨马粪。考虑到一匹马新鲜样品中的EEP值,我们发现干重马粪的范围为8,000 - 17,000 mg-P/kg (8-17 g-P/kg)。土壤样品在赫德利序列的NaOH提取物中P含量最高。这相当于Al, Fe和酯的形式。磷(即EEP)径流在这里被视为非点源磷污染源。
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引用次数: 1
Waste Scavenging a Problem or an Opportunity for Integrated Waste Management in Namibia: A Case of Keetmanshoop Municipality, Namibia 废物清理是纳米比亚综合废物管理的问题还是机遇:以纳米比亚基特曼肖普市为例
Pub Date : 2021-06-08 DOI: 10.5539/EP.V10N2P47
Filippus Nambuli, C. Togarepi, Albert Shikongo
Waste scavenging is an emerging challenge faced by many Municipalities and Local Authorities in Namibia. However, it has been neglected by authorities due to insufficient knowledge about its contribution to resource recovery and recycling. This study investigated how waste scavenging as a problem can be transformed into an opportunity for Integrated Waste Management in Namibia. The main objective of the study was to determine the socio-economic drivers as well as health implications of waste scavenging at Keetmanshoop municipal dumping site, Namibia. Using the purposive sampling method, a total of 45 waste pickers were interviewed through semi-structured questionnaires. The data collected included waste pickers demographic (age, gender, marital status, and level of education), socio-economic impacts (income and diseases) from waste scavenging. The study revealed that the main drivers of waste scavenging are poverty (71.1%) and unemployment (64.4%). Furthermore, waste scavenging contributes significantly to waste pickers’ livelihood through income generation from the sale of waste materials (93.3%). The majority of the waste pickers (80%), scavenge mainly for metals whereas the least target food. The study concluded that waste scavenging, although neglected, contributes significantly to the livelihoods of waste pickers and waste management in Keetmanshoop. The study recommends that waste scavenging should be regulated and integrated into the formal waste management system of the Municipality through avenues such as the formation of the waste picker’s cooperatives that will be registered with the municipality and recognised through formal structures.
清理废物是纳米比亚许多城市和地方当局面临的新挑战。然而,由于对其对资源回收和再循环的贡献认识不足,它一直被当局所忽视。本研究调查了如何将废物清除作为一个问题转化为纳米比亚综合废物管理的机会。这项研究的主要目的是确定在纳米比亚基特曼肖普市垃圾场清理废物的社会经济驱动因素以及对健康的影响。采用目的抽样法,通过半结构式问卷对45名拾捡者进行访谈。收集的数据包括拾荒者的人口统计(年龄、性别、婚姻状况和教育水平)、拾荒产生的社会经济影响(收入和疾病)。研究显示,垃圾清理的主要驱动因素是贫困(71.1%)和失业(64.4%)。此外,废物清理通过出售废物产生收入,对拾荒者的生计作出了重大贡献(93.3%)。大多数拾荒者(80%)主要拾荒金属,而最少的拾荒者的目标是食物。该研究得出的结论是,尽管被忽视,拾荒工作对基特曼肖普拾荒者的生计和废物管理做出了重大贡献。该研究建议,应通过诸如组建垃圾拾取者合作社等途径,对垃圾拾取进行监管,并将其纳入市政当局的正式废物管理系统,这些合作社将在市政当局注册并通过正式结构得到认可。
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引用次数: 3
Accuracy of Local Knowledge in Prediction Seasonal Weather: Empirical Evidence from North eastern Nigeria 当地知识在季节天气预测中的准确性:来自尼日利亚东北部的经验证据
Pub Date : 2021-06-04 DOI: 10.5539/EP.V10N2P33
A. Jajere, Joshua, Jonah Kunda, U. M. Bibi, Yusuf Maina-Bukar
Over the years, West African Sahel’s people developed some strategies for predicting the seasonal weather using meteorological indicators to plan for extreme weather events. This study used information on local indicators of seasonal weather prediction and mean monthly rainfall and temperature record (1981-2017) from Nguru weather station located at Latitude 14°N in achieving the aim of the study. Both qualitative and quantitate (descriptive and inferential) statistical tools were employed in analysing the collected data. The study found that the local population of the study area used meteorological indicators in predicting the seasonal weather. The results of the analysis revealed that the variability of the annual rainfall during the study period was large. An increasing trend of 3.1mm annually was observed. While decreasing trend in the cold, dry and hot dry season temperature and an increasing trend in warm moist temperature by 0.025°C, 0.05°C and 0.0004°C respectively, was observed. Annual rainfall amount accounts for 31% and 2% variability in cold dry and warm moist season temperature, respectively. Cold, dry season and warm moist season temperature respond to any 1mm increase in annual rainfall by decreasing by 0.012°C and 0.002°C, respectively. The Hot, dry season temperature also accounts for 4% of the variability in annual rainfall. The model’s result revealed anyone 1°C increase in hot dry season temperature lowers the annual rainfall by 10mm. This study confirmed that the observed relationship between seasons weather conditions by local population exist. Therefore annual rainfall is the major determinant of cold dry seasonal temperature in the study area.
多年来,西非萨赫勒地区的人们制定了一些利用气象指标预测季节性天气的策略,以规划极端天气事件。为了实现研究目的,本研究利用了位于北纬14°N的Nguru气象站的季节性天气预报和平均月降雨量和温度记录(1981-2017)的当地指标信息。定性和定量(描述性和推断性)统计工具被用于分析收集的数据。研究发现,研究区当地居民利用气象指标预测季节天气。分析结果表明,研究期间年降雨量的变异性较大。年增加幅度为3.1mm。冷、干、热干季气温分别下降0.025℃、0.05℃和0.0004℃,暖湿期气温呈上升趋势。年降雨量分别占冷干季和暖湿季温度变化的31%和2%。年降雨量每增加1毫米,冷季、旱季和暖湿季温度分别下降0.012°C和0.002°C。干热季节的温度也占年降雨量变化的4%。该模型的结果显示,旱季温度每升高1°C,年降雨量就会减少10毫米。该研究证实了观测到的季节气候条件与当地人口之间的关系。因此,年降雨量是研究区冷干季温度的主要决定因素。
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引用次数: 0
Empirical Model Valuation of Urban Agriculture Vulnerability to Flooding in Makurdi, Benue State, Nigeria 尼日利亚贝努埃州马库尔迪城市农业洪灾脆弱性实证模型评估
Pub Date : 2021-06-03 DOI: 10.5539/EP.V10N2P20
J. J. Kunda, A. Jajere, E. A. Otabe, Chindo Musa Muhammed, U. M. Bibi, Yusuf Maina-Bukar
For this study, geospatial technology was used to assess agricultural lands vulnerable to flooding in Makurdi, Benue State, Nigeria. Six thematic layers of factors influencing flood occurrences in the study area were generated from monthly rainfall, land use/cover, drainage density, soil, digital elevation model and slope. Pairwise comparison of the Analytical Hierarchy Process was used to derive the weights for each factor using expert’s judgements and literature. Weighted overlay model from the spatial analysis tool in the ArcGIS 10.4 environment was used to perform the vulnerability modelling. Expert’s judgement on the relative factors influencing flood in the study area was: rainfall (25%), elevation (22%), slope (20%), drainage density (13%), soil type (8%) and land use/cover (12%). The consistency ratio of the analysis was reasonable: (CR= 0.078). Results from the model demonstrated land vulnerability to urban agricultural flooding in the study area ranging from areas of very highly vulnerable to very low vulnerable areas, with farmlands along the floodplains of River Benue falls within the very highly vulnerable areas. The elements at Risk are; Farmland 537.6 (66.1%), Irrigation Land 40.5 (5.0%) and Built-up Land 125.8 (15.5%).
在本研究中,利用地理空间技术评估了尼日利亚贝努埃州马库尔迪易受洪水影响的农业用地。根据月降雨量、土地利用/覆盖、排水密度、土壤、数字高程模型和坡度,生成了影响研究区洪水发生的6个主题层。采用层次分析法两两比较,根据专家的判断和文献得出各因素的权重。利用ArcGIS 10.4环境下空间分析工具的加权叠加模型进行脆弱性建模。专家对研究区洪水影响因素的判断为:降雨(25%)、高程(22%)、坡度(20%)、排水密度(13%)、土壤类型(8%)和土地利用/覆被(12%)。分析的一致性比是合理的(CR= 0.078)。模型结果表明,研究区城市农业洪水的土地易损性从非常高易损区到非常低易损区不等,贝努埃河洪泛平原沿线的农田属于非常高易损区。面临风险的因素有:农田537.6(66.1%),灌溉用地40.5(5.0%),建设用地125.8(15.5%)。
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引用次数: 0
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Environment and Pollution
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