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Spatial Agglomeration and Diffusion of Population Based on a Regional Density Function Approach: A Case Study of Shandong Province in China 基于区域密度函数方法的人口空间集聚与扩散——以山东省为例
Pub Date : 2023-08-18 DOI: 10.30564/jgr.v6i3.5826
Xiaohan Zhao, Yanbin Chen
Population density functions have long been used to describe the spatial structure of regional population distributions. Several studies have been conducted to examine the population distribution in Shandong Province, China, but few have applied regional density functions to the analysis. Therefore, based on the 2000, 2010, and 2020 population censuses, this study used monocentric and polycentric regional density functions to study the characteristics of population agglomeration and diffusion in Shandong. This is followed by an in-depth discussion based on population growth rate data and hot- and cold-spot analyses. The results showed that the Shandong Province population was spatially unevenly distributed. Population growth rates were higher in urban centers and counties, with more significant changes in population size in the eastern coastal areas than in the inland areas. As verified in this study, the logarithmic form of the single-center regional density function R2 was greater than 0.8, which was in line with the population spatial structure of Shandong Province. During the study period, the estimated population density of the regional center and the absolute value of the regional population density gradient both increased, indicating a clear and increasing trend of centripetal agglomeration of regional centers over the study period. Overall, the R2 value of the multicenter region density function was higher than that of the single-center region density function. The polycentric regional density function showed that the population density gradient of some centers had a downward trend, which reflected the spatial development trend of outward diffusion in these centers. Meanwhile, the variation in the estimated population density and the population density gradient exhibited differences in the central population distribution patterns at different levels.
人口密度函数一直被用来描述区域人口分布的空间结构。对山东省人口分布进行了一些研究,但很少应用区域密度函数进行分析。因此,本研究基于2000年、2010年和2020年人口普查数据,采用单中心和多中心区域密度函数研究山东省人口集聚与扩散特征。接下来是基于人口增长率数据和热点、冷点分析的深入讨论。结果表明:山东省人口在空间上分布不均匀;城市中心和县的人口增长率较高,东部沿海地区的人口规模变化比内陆地区更为显著。经本研究验证,单中心区域密度函数R2的对数形式大于0.8,符合山东省人口空间结构。研究期间,区域中心人口密度估算值和区域人口密度梯度绝对值均增大,表明研究期间区域中心向心集聚趋势明显增强。总体而言,多中心区域密度函数的R2值高于单中心区域密度函数。多中心区域密度函数显示,部分中心的人口密度梯度呈下降趋势,反映了这些中心向外扩散的空间发展趋势。与此同时,种群密度估算值和种群密度梯度的变化在不同层次上呈现出中心种群分布格局的差异。
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引用次数: 0
Spatiotemporal Analysis of Land Use Land Cover Mapping and Change Detection in Dambatta Local Government Area 丹巴塔地方行政区土地利用、土地覆被制图与变化检测的时空分析
Pub Date : 2023-07-17 DOI: 10.30564/jgr.v6i3.5707
David Sesugh Aule, Mamman Saba Jibril, Ali Hussain Idris
This research studied the spatiotemporal changes in land use (LU)/land cover (LC) in Dambatta local government area, with a view to identifying the effect arising from the observable changes in land use patterns. The imageries used in the study were obtained from the National Space Research and Development Agency (NARSDA), Abuja. Spatial analytical techniques and descriptive statistical techniques were employed to analyze the data. The results showed 66.8% reduction in agricultural lands, 45.5% reduction in vegetation cover, 223.2% increase in built-up areas, 269.1% increase in bare lands and 70% increase in water bodies within the 20 years. Spatio-temporal analysis of the three imageries revealed that agricultural lands were largely been taken over by urbanization while vegetation had rapidly given way to bare lands within the 20 years. It was observed that these changes resulted from anthropogenic activities, environmental factors and climate change. These result in the loss of farmlands, inadequate food supply, unemployment, inadequate industrial raw materials, reduction in revenue generated, forest depletion, desertification, wildlife extinction and temperature increase. While it is recommended that reforestation, land reclamation and irrigation agriculture should be promoted in the area, it is also suggested that further research should focus on the impact of climate change on land cover change in the area.
本研究对丹巴塔地方政府辖区土地利用/土地覆被的时空变化进行了研究,以确定可观测到的土地利用格局变化所带来的影响。研究中使用的图像来自阿布贾的国家空间研究与发展局(NARSDA)。采用空间分析技术和描述性统计技术对数据进行分析。结果表明:20年间,农用地减少66.8%,植被覆盖减少45.5%,建成区增加223.2%,裸地增加269.1%,水体增加70%。三幅影像的时空分析结果显示,20年来,农业用地大部分被城市化占用,植被迅速让位给裸地。这些变化是人为活动、环境因素和气候变化共同作用的结果。这些因素造成农田丧失、粮食供应不足、失业、工业原料不足、收入减少、森林枯竭、沙漠化、野生动物灭绝和气温升高。建议在该地区促进再造林、土地复垦和灌溉农业,并建议进一步研究气候变化对该地区土地覆盖变化的影响。
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引用次数: 0
Combating Climate Change and Global Warming for a Sustainable Living in Harmony with Nature 应对气候变化和全球变暖,实现与自然和谐相处的可持续发展
Pub Date : 2023-06-29 DOI: 10.30564/jgr.v6i3.5706
V. Balaram
As humanity has been polluting the atmosphere with greenhouse gases, the planet is getting warmed up which is triggering the frequency and the intensity of extreme events like heat waves, dry conditions, wildfires, cyclones, tornadoes, lightning, and massive flooding all over the planet Earth. There is considerable evidence that the concentration of greenhouse gases, especially that of CO2 has steadily increased in the atmosphere as a result of the indiscriminate use of fossil fuels around the world particularly during the last 70 years. The glaciers in the high mountain and polar regions are diminishing fast, sea levels are rising, and food production is being affected severely in certain parts of the world. In fact, the changing climate has currently become one of the major threats to the survival of civilization. The world scientific communities are warning of a climate emergency and requesting the decision makers to promptly respond and act to sustain life on planet Earth. To deliver net zero emissions by the year 2050, the whole world must phase out the technologies such as coal-powered thermal plants and diesel/petrol/gasoline-powered vehicles which release abundant amounts of CO2 and other greenhouse gases into the atmosphere and invest in the development of clean energies such as hydel, wind, solar, space-solar, and nuclear energies. This transition to a low carbon economy with the help of these technologies together with other technologies such as hydrogen fuel, fuel cells, electric vehicles, and massive plantations is expected to take our planet Earth to a safe zone in the coming 20-30 years.
由于人类一直在用温室气体污染大气,地球正在变暖,这引发了极端事件的频率和强度,如热浪、干燥条件、野火、旋风、龙卷风、闪电和大规模洪水遍布地球。有相当多的证据表明,温室气体的浓度,特别是二氧化碳的浓度,在大气中稳步增加,这是世界各地特别是在过去70年中不加选择地使用化石燃料的结果。高山和极地地区的冰川正在迅速减少,海平面正在上升,世界某些地区的粮食生产受到严重影响。事实上,气候变化目前已成为人类文明生存的主要威胁之一。世界科学界正在警告气候紧急情况,并要求决策者迅速作出反应并采取行动,以维持地球上的生命。为了在2050年前实现净零排放,全世界必须逐步淘汰燃煤火力发电厂和柴油/汽油/汽油动力汽车等向大气中释放大量二氧化碳和其他温室气体的技术,并投资开发清洁能源,如水力发电、风能、太阳能、空间太阳能和核能。在这些技术的帮助下,向低碳经济的过渡,以及氢燃料、燃料电池、电动汽车和大规模种植园等其他技术,预计将在未来20-30年内将我们的地球带到一个安全地带。
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引用次数: 1
Strengthening People-oriented Geographical Research in the New Era 加强新时期以人为本的地理学研究
Pub Date : 2023-06-12 DOI: 10.30564/jgr.v6i2.5775
Kaiyong Wang
We are going through an era of rapid change. In the past three hundred years, with the development of the industrial revolution, social structure and urbanization have allowed geography to play a unique perspective in studying human-land relations, depicting how humans constantly adapt to environmental changes, forming the focus of geographical research at different times. When people face various problems, such as global resource crises, environmental pollution, and urban development, they find it difficult for sub-disciplines to solve problems independently. Therefore, how to promote sustainable development has become a core topic of concern for geographers, and the unity and comprehensiveness of geography have once again attracted people’s attention. In the current development context, it becomes the core topic that how to meet human needs and sustainable development of the natural environment. That is, strengthening people-oriented geographical research and exploring the harmonious coexistence between humans and nature has become an important direction of geography research. The Earth’s environment is complex and ever-changing, and the ability of humans to perceive and adapt to the surroundings requires enhanced research. That is to say, researchers not only need to study the complex natural appearance, structure, and formation process of the Earth itself, but also pay attention to human needs and environmental perceptions. In addition to being interested in natural geography, people have gradually begun to pay attention to their surrounding environment, landscape, and space, such as the adaptation of human behavior to the environment, human activities, and landscape changes. Modern geography is a revolution in modern science and technology that continues to mature. Not only the rise of scientific methodologies such as information theory, system theory and cybernetics, but also the emergence of computer systems, remote
我们正在经历一个快速变化的时代。近三百年来,随着工业革命、社会结构和城市化的发展,地理学在研究人地关系方面发挥了独特的视角,描绘了人类如何不断适应环境变化,形成了不同时期地理学研究的重点。当人们面对全球资源危机、环境污染、城市发展等各种问题时,他们发现分支学科很难独立解决问题。因此,如何促进可持续发展成为地理学家关注的核心话题,地理学的统一性和全面性再次引起人们的关注。在当前的发展背景下,如何满足人类的需求和自然环境的可持续发展成为核心话题。即加强以人为本的地理学研究,探索人与自然的和谐共生已成为地理学研究的重要方向。地球的环境是复杂和不断变化的,人类感知和适应环境的能力需要加强研究。也就是说,研究者不仅需要研究地球本身复杂的自然形态、结构和形成过程,还需要关注人类的需求和环境感知。除了对自然地理感兴趣之外,人们逐渐开始关注周围的环境、景观和空间,如人类行为对环境的适应、人类活动、景观变化等。现代地理学是一场不断成熟的现代科学技术革命。不仅信息论、系统论、控制论等科学方法论的兴起,而且计算机系统、远程控制的出现
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引用次数: 0
Perception of the Residential Environmental Quality of Yenagoa Metropolis, Nigeria 对尼日利亚叶纳戈阿大都市居住环境质量的感知
Pub Date : 2023-05-30 DOI: 10.30564/jgr.v6i2.5658
O. Ohwo, D. Ejemeyovwi
Residential environmental quality (REQ) affects human health and quality of life (QoL). Therefore, this study as sessed residents’ perception of the REQ of the Yenagoa metropolis. Data for the study were sourced from the 400 administered questionnaires, which required respondents to rate their REQ based on seven selected indicators (air quality, drinking water quality, housing location, sanitation, waste management, housing accessibility and noise pollution). The respondents were sampled using the multistage sampling technique. The data were analyzed using frequency, percent age, t-test, ANOVA and REQ model. The findings show that the overall calculated REQ of Yenagoa was classified as “good quality". The best-rated indicator was drinking water quality, while the least-rated was noise pollution. Ratings based on respondents' sex, income and educational status recorded similar results. Also, the respondents' perception of the REQ across the four zones was similar as the calculated ratings of all the zones fell under the "good quality" classification. Furthermore, the hypotheses tested revealed that there were no significant differences in the perception of the REQ by sex and income status, while significant variation exists by education status. Despite the general "good quality" rating, there is still room for improvement, especially in the areas of noise pollution, sanitation and housing location, which received relatively low ratings.
居住环境质量影响着人类的健康和生活质量。因此,本研究旨在评估居民对叶纳哥亚大都市REQ的认知。该研究的数据来自400份管理问卷,要求受访者根据七个选定的指标(空气质量、饮用水质量、住房位置、卫生设施、废物管理、住房可及性和噪音污染)对他们的REQ进行评级。受访者采用多阶段抽样技术进行抽样。数据分析采用频率、年龄百分比、t检验、方差分析和REQ模型。结果表明,叶纳戈阿的总体计算REQ为“优质”。评价最高的指标是饮用水质量,而评价最低的是噪音污染。基于受访者性别、收入和教育程度的评分也记录了类似的结果。此外,被访者对四个分区的营商环境质素的看法大致相同,因为所有分区的计算评分均属“优质”范畴。此外,假设检验表明,性别和收入状况对REQ的感知没有显著差异,而教育状况对REQ的感知存在显著差异。尽管总体上被评为“质量良好”,但仍有改进的空间,特别是在噪音污染、卫生和住房位置方面,这些方面的评分相对较低。
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引用次数: 2
Changes in Mediterranean Coastline According to the Coastal Type and Land Cover under Climate Change: The Case of South-east Spain 气候变化下地中海海岸线的海岸类型和土地覆盖变化——以西班牙东南部为例
Pub Date : 2023-05-25 DOI: 10.30564/jgr.v6i2.5665
Pedro Marcet Llorens, J. Navarro-Pedreño
Coastline changes were analyzed considering the land cover types and the analysis of the causes that have determined these changes during the past decades. Through the overlapping of aerial photographs and GIS analysis, the results showed that the land surface increased with respect to the previous stage, gaining terrain to the sea, but this increment was caused by anthropogenic processes. In fact, without human pressure, the land surface beside the coastal line would have decreased, especially on the sandy beaches and coastal dunes. Therefore, the beaches are one of the most vulnerable ecosystems and geomorphological systems due to erosion and lack of sediment supply associated with the modified river courses (i.e. by the construction of reservoirs, concrete channeling, etc.), the inner land use changes, and the effects of global warming on the sea level. Climate change studies predict specific increases in the sea level along the coast. The aim of this work is to know if anthropic activity can reverse the effects of sea level rise and coastal erosion. In fact, it has been done for decades with measures aimed to correct impacts and favour economic activity (i.e. maintaining tourism resources) and not from the environmental issues
考虑土地覆盖类型,分析了近几十年来海岸线的变化,并分析了决定这些变化的原因。通过航拍影像叠加和GIS分析,结果表明:与前一阶段相比,陆地表面增加,向海洋获得地形,但这种增加是人为过程造成的。事实上,如果没有人类的压力,海岸线附近的陆地面积会减少,尤其是沙滩和海岸沙丘。因此,由于河道改造(如水库建设、混凝土渠道等)、内部土地利用变化以及全球变暖对海平面的影响,海滩是最脆弱的生态系统和地貌系统之一。气候变化研究预测,沿海地区的海平面将具体上升。这项工作的目的是了解人类活动是否可以逆转海平面上升和海岸侵蚀的影响。事实上,几十年来一直在采取措施,旨在纠正影响和有利于经济活动(即维护旅游资源),而不是环境问题
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引用次数: 0
Considering Regional Connectivity and Policy Factors in the Simulation of Land Use Change in New Areas: A Case Study of Nansha New District, China 考虑区域连通性和政策因素的新区土地利用变化模拟——以南沙新区为例
Pub Date : 2023-05-15 DOI: 10.30564/jgr.v6i3.5814
Zehua Zheng, S. Xian
Numerous emerging development areas worldwide are receiving attention; however, current research on land use change simulation primarily concentrates on cities, urban clusters, or larger scales. Moreover, there is a limited focus on understanding the impact of regional connectivity with surrounding cities and policy factors on land use change in these new areas. In this context, the present study utilizes a cellular automata (CA) model to investigate land use changes in the case of Nansha New District in Guangzhou, China. Three scenarios are examined, emphasizing conventional locational factors, policy considerations, and the influence of regional connectivity with surrounding cities. The results reveal several key findings: (1) Between 2015 and 2021, Nansha New District experienced significant land use changes, with the most notable shifts observed in cultivated land, water area, and construction land. (2) The comprehensive scenario exhibited the highest simulation accuracy, indicating that Nansha New District, as an emerging area, is notably influenced by policy factors and regional connectivity with surrounding cities. (3) Predictions for land use changes in Nansha by 2030, based on the scenario with the highest level of simulation accuracy, suggest an increase in the proportion of cultivated and forest land areas, alongside a decrease in the proportion of construction land and water area. This study contributes valuable insights to relevant studies and policymakers alike.
世界上许多新兴的发展领域正在受到关注;然而,目前的土地利用变化模拟研究主要集中在城市、城市群或更大的尺度上。此外,对这些新地区与周边城市的区域连通性和政策因素对土地利用变化的影响的了解有限。在此背景下,本研究采用元胞自动机(CA)模型对广州南沙新区的土地利用变化进行了研究。本文考察了三种情景,强调了传统的区位因素、政策考虑以及区域与周边城市连通性的影响。结果表明:①2015 - 2021年,南沙新区土地利用变化显著,耕地、水域和建设用地变化最为显著;(2)综合情景的模拟精度最高,表明南沙新区作为新兴区域,受政策因素和与周边城市区域连通性的影响显著。(3)基于最高模拟精度情景的2030年南沙土地利用变化预测表明,耕地和林地面积比例增加,建设用地和水域面积比例下降。本研究为相关研究和政策制定者提供了宝贵的见解。
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引用次数: 0
Spatio-temporal Heterogeneity in the Performance of Rural Revitalization in Chifeng City of China: Based on a Range-wide EBM-GML Model 赤峰市乡村振兴绩效的时空异质性——基于全域EBM-GML模型
Pub Date : 2023-04-30 DOI: 10.30564/jgr.v6i2.5524
Jiajing Li, Jianing Li, Pei Zhang
To solve the problems of rural revitalization performance research, a quantitative model of non-oriented range wide EBM (Epsilon-Based Measure)-GML (Global-Malmquist) based on VRS (Variable Returns to Scale) conditions including non-desired outputs is constructed. A comprehensive spatio-temporal heterogeneity research index system of rural revitalization performance is also constructed. Taking the typical rural in Chifeng City as an example, the panel data from 2016-2020 are selected for empirical analysis, the conclusions and countermeasures are suggested as follows: 1) In general, the rural revitalization performance of Chifeng City increases significantly during the five-year period, with significant spatio-temporal heterogeneity. The overall analysis shows that the overall performance value of rural revitalization in Chifeng City is 0.683 from 2016 to 2020. The highest performance value is 1 and the lowest performance value is 0.389. The performance growth rate increases year by year, with an average annual growth rate of 4.46%. 2) From 2016 to 2020, the GML index of rural revitalization performance in Chifeng City is 1.174, show ing an increasing trend. Based on the range of change of GML index, Chifeng City can be classified into three types: Continuous improvement, fluctuating improvement and fluctuating decline. 3) Niujiayingzi, Guandongche, Zhaidamu, and Qiangangtai rural have the highest degree of technological progress.
为解决乡村振兴绩效研究问题,构建了一个基于非期望产出的VRS (Variable Returns To Scale)条件下的无导向范围宽EBM (Epsilon-Based Measure)- Global-Malmquist (Global-Malmquist)定量模型。构建了乡村振兴绩效的综合时空异质性研究指标体系。以赤峰市典型乡村为例,选取2016-2020年面板数据进行实证分析,得出以下结论和对策建议:1)总体而言,赤峰市乡村振兴绩效在5年期间显著提升,且具有显著的时空异质性;综合分析,赤峰市2016 - 2020年乡村振兴整体绩效值为0.683。最高性能值为1,最低性能值为0.389。业绩增长率逐年提高,年均增长率为4.46%。2) 2016 - 2020年赤峰市乡村振兴绩效GML指数为1.174,呈现上升趋势。根据GML指数变化范围,赤峰市可分为持续改善型、波动改善型和波动下降型三种类型。牛家营子、关东车、寨大木和钱岗台农村的技术进步程度最高。
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引用次数: 1
Laboratory Life: Twenty Years of Experimental Research with Locals and New Comers in Remote Rural Areas 实验室生活:二十年的实验研究与当地人和新来者在偏远农村地区
Pub Date : 2023-04-18 DOI: 10.30564/jgr.v6i2.5587
A. Paniagua
Through the Latour concept of philosophy of science of laboratory life, the life course of a (geo) ethnographer researcher is analyzed, in order to establish the emotional or more personal dimensions that do not usually appear in research papers, but that have notable relevance in qualitative research. The text is structured in three large parts: A conceptual vision of the new experimental geography; the experimental geo-ethnography in old social, new social and place scenarios; and finally, the most personal and emotional dimension of the research. The first part establishes the geo-ethnographic experimental context and the assumptions in fieldwork, in addition to the geo-ethnographic reconciliation process. In the second part, the main qualitative research problems related to mobility, resistance and dynamics in place are established. Finally, in the third part the research perceptions, the personal experiences, and the emotional dimension of the research in remote rural areas are established. The laboratory life of a researcher, allows one to establish scalar conclusions and rigor in qualitative research.
通过拉图尔的实验室生活科学哲学概念,分析了(地理)民族志研究者的生命历程,以建立通常不会出现在研究论文中,但与定性研究有显著相关性的情感或更个人的维度。本文由三大部分组成:新实验地理学的概念视野;旧社会、新社会和地方情境下的实验性地理人种学最后是研究中最个人化和情感化的方面。第一部分建立了地理民族志的实验背景和田野调查假设,以及地理民族志的和解过程。在第二部分,建立了主要的定性研究问题,有关流动性,阻力和动力到位。最后,在第三部分建立了研究感知、个人体验和偏远农村研究的情感维度。研究人员的实验室生活,允许一个建立标量的结论和严格的定性研究。
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引用次数: 1
Application of Vegetation Indices for Detection and Monitoring Oil Spills in Ahoada West Local Government Area of Rivers State, Nigeria 植被指数在尼日利亚河流州阿霍阿达西部地方政府区域溢油检测和监测中的应用
Pub Date : 2023-04-07 DOI: 10.30564/jgr.v6i3.5817
Jonathan Lisa Erebi, Egirani E. Davidson
The study evaluated the environmental effects of an oil spill in Joinkrama 4 and Akimima Ahoada West LGA, Rivers State, Nigeria, using various vegetation indices. Location data for the spill were obtained from the Nigeria Oil Spill Detection and Response Agency, and Landsat imagery was acquired from the United States Geological Survey. Three soil samples were collected from the affected area, and their analysis included measuring total petroleum hydrocarbons (TPH), total hydrocarbons (THC), and polycyclic aromatic hydrocarbons (PAH). The obtained data were processed with ArcGIS software, utilizing different vegetation indices such as the Normalized Difference Vegetation Index (NDVI), Atmospheric Resistant Vegetation Index (ARVI), Soil Adjusted Vegetation Index (SAVI), Green Short Wave Infrared (GSWIR), and Green Near Infrared (GNIR). Statistical analysis was performed using SPSS and Microsoft Excel. The results consistently indicated a negative impact on the environment resulting from the oil spill. A comparison of spectral reflectance values between the oil spill site and the non-oil spill site showed lower values at the oil spill site across all vegetation indices (NDVI 0.0665-0.2622, ARVI –0.0495-0.1268, SAVI 0.0333-0.1311, GSWIR –0.183-0.0517, GNIR –0.0104-–0.1980), indicating damage to vegetation. Additionally, the study examined the correlation between vegetation indices and environmental parameters associated with the oil spill, revealing significant relationships with TPH, THC, and PAH. A t-test with a significance level of p < 0.05 indicated significantly higher vegetation index values at the non-oil spill site compared to the oil spill site, suggesting a potential disparity in vegetation health between the two areas. Hence, this study emphasizes the harmful effect of oil spills on vegetation and highlights the importance of utilizing vegetation indices and spectral reflectance analysis to detect and monitor the impact of oil spills on vegetation.
该研究使用各种植被指数评估了尼日利亚河流州Joinkrama 4和Akimima Ahoada West LGA石油泄漏的环境影响。泄漏的位置数据是从尼日利亚溢油探测和反应机构获得的,陆地卫星图像是从美国地质调查局获得的。采集了3个土壤样品,分别测定了总石油烃(TPH)、总烃(THC)和多环芳烃(PAH)含量。利用归一化植被指数(NDVI)、抗大气植被指数(ARVI)、土壤调整植被指数(SAVI)、绿色短波红外(GSWIR)和绿色近红外(GNIR)等植被指数,利用ArcGIS软件对数据进行处理。采用SPSS和Microsoft Excel进行统计分析。结果一致表明,石油泄漏对环境造成了负面影响。植被指数NDVI为0.0665 ~ 0.2622,ARVI为- 0.0495 ~ 0.1268,SAVI为0.0333 ~ 0.1311,GSWIR为- 0.183 ~ 0.0517,GNIR为-0.0104 ~ 0.1980),溢油点与非溢油点的光谱反射率值均较低,表明溢油点的植被受到了破坏。此外,该研究还研究了与溢油相关的植被指数和环境参数之间的相关性,揭示了与TPH、THC和PAH的显著关系。经显著性水平p < 0.05的t检验表明,非溢油地点的植被指数值明显高于溢油地点,表明两者在植被健康方面存在潜在差异。因此,本研究强调了溢油对植被的有害影响,强调了利用植被指数和光谱反射率分析来检测和监测溢油对植被的影响的重要性。
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引用次数: 0
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