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Performance Evaluation of Multiple Pan-Sharpening Techniques on NDVI: A Statistical Framework 基于NDVI的多种泛锐化技术性能评价:一个统计框架
Q3 Social Sciences Pub Date : 2022-07-13 DOI: 10.3390/geographies2030027
Daniel Beene, Su Zhang, C. Lippitt, S. Bogus
Pan-sharpening is a pixel-level image fusion process whereby a lower-spatial-resolution multispectral image is merged with a higher-spatial-resolution panchromatic one. One of the drawbacks of this process is that it may introduce spectral or radiometric distortion. The degree to which distortion is introduced is dependent on the imaging sensor, the pan-sharpening algorithm employed, and the context of the scene analyzed. Studies that evaluate the quality of pan-sharpening algorithms often fail to account for changes in geographic context and are agnostic to any specific applications of an end user. This research proposes an evaluation framework to assess the effects of six widely used pan-sharpening algorithms on normalized difference vegetation index (NDVI) calculation in five contextually diverse geographic locations. Output image quality is assessed by comparing the empirical cumulative density function of NDVI values that are calculated by using pre-sharpened and sharpened imagery. The premise is that an effective algorithm will generate a sharpened multispectral image with a cumulative NDVI distribution that is similar to the pre-sharpened image. Research results revealed that, generally, the Gram–Schmidt algorithm introduces a significant degree of spectral distortion regardless of sensor and spatial context. In addition, higher-spatial-resolution imagery is more susceptible to spectral distortions upon pan-sharpening. Furthermore, variability in cumulative density of spectral information in fused images justifies the application of an analytical framework to assist users in selecting the most effective methods for their intended application.
泛锐化是将低空间分辨率的多光谱图像与高空间分辨率的全色图像融合在一起的像素级图像融合过程。这种方法的缺点之一是它可能会引入光谱或辐射失真。引入畸变的程度取决于成像传感器、所采用的泛锐化算法以及所分析的场景背景。评估泛锐化算法质量的研究通常无法考虑地理环境的变化,并且对最终用户的任何特定应用都不确定。本研究提出了一个评估框架,以评估6种广泛使用的泛锐化算法对5个不同地理位置的归一化植被指数(NDVI)计算的影响。通过比较NDVI值的经验累积密度函数来评估输出图像质量,NDVI值是通过使用预锐化和锐化图像计算得到的。前提是一个有效的算法将生成一个锐化后的多光谱图像,其累积NDVI分布与预锐化后的图像相似。研究结果表明,一般来说,无论传感器和空间背景如何,Gram-Schmidt算法都会引入很大程度的光谱失真。此外,高空间分辨率图像在泛锐化后更容易受到光谱畸变的影响。此外,融合图像中光谱信息累积密度的可变性证明了分析框架的应用是合理的,以帮助用户为其预期应用选择最有效的方法。
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引用次数: 2
Amplification in Time and Dilution in Space: Partitioning Spatiotemporal Processes to Assess the Role of Avian-Host Phylodiversity in Shaping Eastern Equine Encephalitis Virus Distribution 时间上的放大和空间上的稀释:划分时空过程评估禽-宿主系统多样性在塑造东部马脑炎病毒分布中的作用
Q3 Social Sciences Pub Date : 2022-07-08 DOI: 10.3390/geographies2030026
J. Humphreys
Eastern equine encephalitis virus (EEEv) is an arthropod-borne virus and the causative agent of neurologic disease in humans, horses, poultry, and wildlife. Although EEEv is known to be transmitted in cycles involving avian hosts and ornithophilic mosquitoes, there is ongoing debate about the role avian-host phylodiversity plays in diluting or amplifying virus prevalence across geographic space and through time. This study leveraged seventeen years of non-human EEEv detections to quantify possible EEEv dilution and amplification effects in response to avian-host phylodiversity. In assessing EEEv and avian-host diversity relationships, comparisons were performed to illustrate how modeling decisions aimed at capturing spatial patterns, temporal trends, and space–time interactions impacted results and the interpretations drawn from those results. Principal findings indicated that increased avian phylodiversity promotes EEEv dilution across geographic space, but this dilution effect is scale-dependent and masked by amplification effects that occur through time. Findings further demonstrated that the decisions made when modeling complex spatiotemporal dynamics can readily contribute to contrasting statistical outcomes and results misinterpretation, even when arithmetic and mathematics are strictly correct.
东方马脑炎病毒(EEEv)是一种节肢动物传播的病毒,是人类、马、家禽和野生动物神经系统疾病的病原体。虽然已知eev是在涉及禽类宿主和亲鸟蚊子的循环传播中传播的,但关于禽类宿主系统多样性在稀释或放大病毒在地理空间和时间上的流行程度方面所起的作用,目前仍存在争议。本研究利用17年的非人类EEEv检测来量化可能的EEEv稀释和扩增效应,以响应鸟类-宿主系统多样性。在评估EEEv和鸟类-宿主多样性关系时,进行了比较,以说明旨在捕获空间模式、时间趋势和时空相互作用的建模决策如何影响结果以及从这些结果中得出的解释。主要研究结果表明,鸟类系统多样性的增加促进了EEEv在地理空间上的稀释,但这种稀释效应具有尺度依赖性,并被随时间发生的放大效应所掩盖。研究结果进一步表明,即使在算术和数学严格正确的情况下,对复杂时空动态建模时所做的决定也很容易导致统计结果的对比和结果的误解。
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引用次数: 0
Toward Sustainable Urban Drainage Planning? Geospatial Assessment of Urban Vegetation Density under Socioeconomic Factors for Quito, Ecuador 迈向可持续的城市排水规划?社会经济因素下基多城市植被密度地理空间评价
Q3 Social Sciences Pub Date : 2022-07-07 DOI: 10.3390/geographies2030025
René Ulloa-Espíndola, Elisa Lalama-Noboa, Jenny Cuyo-Cuyo
Natural or anthropogenic urban vegetation is an important resource for urban planning, risk assessment, and sustainable development of a city. Quito is a megadiverse city due to its location and topography, but the socioeconomic diversity generates more contrasting conditions of certain behaviors and habits related to urban infrastructure. The contrasts of vegetation and green spaces in the different sectors of Quito also reflect the diversity of the city. This study examines the effects of socioeconomic conditions on the loss or increase of urban vegetation. The exploratory regression method (spatial) and logit model (non-spatial) were used to explain the socioeconomic effects on urban vegetation density at the level of urban parishes. On the one hand, the Normalized Difference Vegetation Index (NDVI) was calculated as the dependent variable based on the 2021 sentinel images. On the other hand, the independent variables were structured based on the socioeconomic level, the land valuation areas of Quito (AIVAS), and the quality of life index. This article contributes to establishing baseline information that helps structure the conditions, strategies, and investments to design and implement plans and programs for urban drainage, ecosystem benefits, and sustainable development in the city of Quito.
自然或人为的城市植被是城市规划、风险评估和可持续发展的重要资源。由于其地理位置和地形,基多是一个超级多样化的城市,但社会经济的多样性产生了与城市基础设施相关的某些行为和习惯的更多对比条件。基多不同地区的植被和绿地的对比也反映了城市的多样性。本研究探讨了社会经济条件对城市植被减少或增加的影响。采用探索性回归方法(空间)和logit模型(非空间)在城市教区层面解释了城市植被密度的社会经济效应。一方面,基于2021年前哨影像计算归一化植被指数(NDVI)作为因变量;另一方面,根据社会经济水平、基多土地估价区(AIVAS)和生活质量指数构建自变量。本文有助于建立基线信息,帮助构建条件、战略和投资,以设计和实施基多城市排水、生态系统效益和可持续发展的计划和方案。
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引用次数: 0
Studying the Utilization of a Map-Based Visualization with Vitality Datasets by Domain Experts 领域专家对基于地图的动态数据集可视化的利用研究
Q3 Social Sciences Pub Date : 2022-06-30 DOI: 10.3390/geographies2030024
Kenji Wada, Günter Wallner, S. Vos
With the rapid growth of information technology and geographic information science, many map-based visualization applications for decision-making have been proposed. These applications are used in various contexts. Our study provides empirical evidence of how domain experts utilize map-based data visualization for generating insights into vitality with respect to health-related concepts. We conducted a study to understand domain experts’ knowledge, approach, and experience. Nine domain experts participated in the study, with three experts each from the fields of government, business, and research. The study followed a mixed-methods approach involving an online survey, open-ended tasks, and semi-structured interviews. For this purpose, a map-based data visualization application containing various vitality-related datasets was developed for the open-ended tasks. Our study confirms the importance of maps in this domain but also shows that vitality is strongly geographical. Furthermore, we found that map-based visualizations require multiple data sources and dimensions to enhance the utilization of them in the context of vitality. Therefore, our study suggests the necessity of a combination of multiple datasets as ‘vitality themes’ to efficiently communicate this particular subject to experts. As such, our results provide guidelines for designing map-based data visualizations that support the decision-making process across various domain experts in the field of vitality.
随着信息技术和地理信息科学的快速发展,许多基于地图的可视化决策应用被提出。这些应用程序用于各种上下文中。我们的研究提供了经验证据,说明领域专家如何利用基于地图的数据可视化来生成与健康相关概念相关的活力洞察。我们进行了一项研究,以了解领域专家的知识、方法和经验。9位领域专家参与了这项研究,其中政府、商业和研究领域各有3位专家。这项研究采用了一种混合方法,包括在线调查、开放式任务和半结构化访谈。为此,为开放式任务开发了一个基于地图的数据可视化应用程序,其中包含各种与活力相关的数据集。我们的研究证实了地图在这一领域的重要性,但也表明,活力是强烈的地理。此外,我们发现基于地图的可视化需要多个数据源和维度来提高它们在活力背景下的利用率。因此,我们的研究表明,有必要将多个数据集组合为“活力主题”,以便有效地与专家沟通这一特定主题。因此,我们的结果为设计基于地图的数据可视化提供了指导,这些可视化支持了活力领域各个领域专家的决策过程。
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引用次数: 1
Assessing the Morphological Quality of the Calore River (Southern Italy) 意大利南部卡洛雷河的形态质量评价
Q3 Social Sciences Pub Date : 2022-06-24 DOI: 10.3390/geographies2030023
P. Magliulo, Sofia Sessa, Angelo Cusano, M. Beatrice, Alberto Giannini, F. Russo
As highlighted by the EU Water Framework Directive from 2000, the hydromorphology of a stream, besides water quality and biological aspects, is one of the main elements to be evaluated to correctly assess its ecological state. Notwithstanding this, there are no such studies in peninsular Southern Italy. This study provides a contribution to filling this gap by assessing the morphological quality of one of the major rivers of this area, i.e., the Calore River, by using the IDRAIM method. The latter presents the advantage of taking into account the specific Italian context in terms of channel adjustments and human pressures, together with pre-existing geomorphological approaches developed in other countries. The method is based on data obtained by means of GIS analysis, remote sensing, and field survey. The analysis provided encouraging results, highlighting the good morphological quality of the Calore River. To maintain such quality, accurate monitoring of the human activities and/or careful planning of structures that could negatively affect the river’s morphological quality is unquestionably needed. The Calore River morphological quality seems to be controlled by artificiality rather than by the channel changes experienced since the 1950s. The results will be fundamental for already planned studies dealing with flood hazard and risk assessment.
正如2000年欧盟水框架指令所强调的那样,要正确评估河流的生态状态,除了水质和生物方面之外,河流的水文形态也是需要评估的主要因素之一。尽管如此,在意大利南部半岛没有这样的研究。本研究通过使用IDRAIM方法评估该地区的主要河流之一,即卡洛雷河的形态质量,为填补这一空白做出了贡献。后者的优势在于考虑到意大利在航道调整和人类压力方面的具体情况,以及其他国家开发的现有地貌学方法。该方法基于GIS分析、遥感和实地调查等手段获得的数据。分析提供了令人鼓舞的结果,突出了卡洛雷河良好的形态质量。为了保持这样的质量,对人类活动的精确监测和/或对可能对河流形态质量产生负面影响的结构的仔细规划无疑是必要的。自20世纪50年代以来,卡洛雷河的形态质量似乎是由人为因素控制的,而不是由河道变化控制的。这些结果将是已经计划的有关洪水危害和风险评估的研究的基础。
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引用次数: 1
Analysis of Unmanned Aerial System (UAS) Sensor Data for Natural Resource Applications: A Review 用于自然资源应用的无人机系统(UAS)传感器数据分析综述
Q3 Social Sciences Pub Date : 2022-06-08 DOI: 10.3390/geographies2020021
B. Fraser, Christine L. Bunyon, Sarah Reny, Isabelle Sophia Lopez, R. Congalton
Unmanned Aerial Systems (UAS, UAV, or drones) have become an effective tool for applications in natural resources since the start of the 21st century. With their associated hardware and software technologies, UAS sensor data have provided high resolution and high accuracy results in a range of disciplines. Despite these achievements, only minimal progress has been made in (1) establishing standard operating practices and (2) communicating both the limitations and necessary next steps for future research. In this review of literature published between 2016 and 2022, UAS applications in forestry, freshwater ecosystems, grasslands and shrublands, and agriculture were synthesized to discuss the status and trends in UAS sensor data collection and processing. Two distinct conclusions were summarized from the over 120 UAS applications reviewed for this research. First, while each discipline exhibited similarities among their data collection and processing methods, best practices were not referenced in most instances. Second, there is still a considerable variability in the UAS sensor data methods described in UAS applications in natural resources, with fewer than half of the publications including an incomplete level of detail to replicate the study. If UAS are to increasingly provide data for important or complex challenges, they must be effectively utilized.
自21世纪初以来,无人驾驶航空系统(UAS, UAV,或无人机)已成为自然资源应用的有效工具。凭借其相关的硬件和软件技术,UAS传感器数据在一系列学科中提供了高分辨率和高精度的结果。尽管取得了这些成就,但在(1)建立标准操作实践和(2)沟通局限性和未来研究的必要后续步骤方面只取得了很小的进展。本文通过对2016 - 2022年间发表的相关文献的梳理,综合了无人机在林业、淡水生态系统、草原和灌丛地以及农业等领域的应用,探讨了无人机传感器数据采集和处理的现状和趋势。从120多个UAS应用中总结了两个不同的结论。首先,虽然每个学科在其数据收集和处理方法中表现出相似之处,但在大多数情况下并未引用最佳实践。其次,在自然资源中的UAS应用中描述的UAS传感器数据方法仍然存在相当大的差异,只有不到一半的出版物包括不完整的细节水平来复制研究。如果无人机系统要为重要或复杂的挑战提供越来越多的数据,就必须有效地利用它们。
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引用次数: 2
Contribution of Land Cover Conversions to Connecticut (USA) Carbon Footprint 土地覆盖转换对康涅狄格州(美国)碳足迹的贡献
Q3 Social Sciences Pub Date : 2022-05-31 DOI: 10.3390/geographies2020020
E. Mikhailova, Lili Lin, Zhenbang Hao, H. Zurqani, C. Post, M. Schlautman, Gregory C. Post
Greenhouse gas (GHG) emissions from landcover conversions contribute to the total carbon (C) footprint (CF), which is the sum of GHG emissions from various sources and events expressed as carbon dioxide (CO2) equivalent. Soil-based emissions from land conversions are often excluded from the total CF, which can lead to underreporting the CF. This study uses the state of Connecticut (CT) as a case study to demonstrate the importance of soil-based emissions from land cover conversions to the state’s CF. The state of CT Public Act 08-98 (2008): Global Warming Solutions Act (GWSA) set a statutory requirement to cut GHG emissions 10 percent below 1990 levels by 2020 and 80 percent below 2001 levels by 2050 without considering soil-based emissions from land conversions. This omission results in underestimates of past and current emissions related to CT’s CF. In addition, not accounting for soil-based emissions from land conversions may increase the future size of CT’s CF. Remote sensing and soil data analysis provide an opportunity for rapid, quantitative, and temporal assessment of the contribution of land cover conversions to CT’s CF by soil type, land cover type, and administrative units (counties). Results are reported for soil organic carbon (SOC), soil inorganic carbon (SIC), and total soil carbon (TSC) based on C contents and monetary values of social costs of carbon. The state of CT experienced soil-based emissions from land cover conversions from 2001 to 2016 with $388.1M (where $ = USD, M = million = 106) worth of “realized” social costs of carbon dioxide (SC-CO2) emissions which should be accounted for in CT’s total CF. The current methodology could be used to optimize future land conversions to minimize the amount of soil GHG emissions by considering the soil C resources in different development scenarios. With an extensive, densely populated coastal area, CT will be directly affected by rising sea levels and other climate change impacts. Future research can focus on owner-specific CF contributions to address the responsibility for costs of GHG emissions as well as limiting the CF impact of land conversions.
土地覆盖转化产生的温室气体(GHG)排放构成了总碳足迹(CF),即以二氧化碳当量表示的各种来源和事件的温室气体排放总和。土地转换产生的土壤基排放通常被排除在总CF中,这可能导致CF的低报。本研究以康涅狄格州(CT)为例,展示了土地覆盖转换产生的土壤基排放对该州CF的重要性。《全球变暖解决方案法案》(GWSA)规定了一项法定要求,即到2020年将温室气体排放量在1990年的基础上减少10%,到2050年将温室气体排放量在2001年的基础上减少80%,而不考虑土地转换产生的土壤排放。这种遗漏导致低估了过去和当前与CT CF相关的排放。此外,不考虑土地转换产生的基于土壤的排放可能会增加CT CF的未来规模。遥感和土壤数据分析为按土壤类型、土地覆盖类型和行政单位(县)快速、定量和时间评估土地覆盖转换对CT CF的贡献提供了机会。报告了基于碳含量和碳社会成本货币值的土壤有机碳(SOC)、土壤无机碳(SIC)和土壤总碳(TSC)的结果。从2001年到2016年,华盛顿州经历了土地覆盖转换的基于土壤的排放,二氧化碳(SC-CO2)排放的“实现”社会成本价值为3.881亿美元(其中美元=美元,M =百万= 106),应计入该州的总CF。通过考虑不同发展情景下的土壤C资源,当前的方法可用于优化未来的土地转换,以最大限度地减少土壤温室气体排放量。CT拥有广阔、人口密集的沿海地区,将直接受到海平面上升和其他气候变化影响的影响。未来的研究可以侧重于业主特定的CF贡献,以解决温室气体排放成本的责任,并限制土地转换的CF影响。
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引用次数: 2
Exercising Time Geography in gender and disaster. Discourse through Women Headed Household experience during drought 性别地理学与灾难地理学。从干旱时期妇女户主经历的论述
Q3 Social Sciences Pub Date : 2022-05-30 DOI: 10.5719/hgeo.2021.161.4
Alia Fajarwati, S. Sukamdi, D. R. Hizbaron, U. Listyaningsih, Zara Hadijah, Pinta Rachmadani
Time Geography is a boundary-oriented approach to understanding human activity in space and time. In this study, this concept is implemented to identify the daily activities of Women Headed Household (WHH) and their survival strategies in drought disasters and to understand their root causes through analysing capability, coupling, and authority constraints. This research starts to fill the gap in knowledge of the Time Geography in “Gender and Disaster”. The combination of Time Geography’s daily diary technique with in-depth interviews is used to understand the constraining and enabling conditions in local contexts. The results show that the socio-economic characteristics of WHH in Gunung Butak Hamlet, Java, Indonesia, tended to be homogeneous and formed a pattern of daily activity with low variation. Likewise, their strategy in dealing with drought. The three geographical constraints faced by WHH in this hamlet are interrelated and do not stand alone.
时间地理学是一种以边界为导向的方法来理解人类在空间和时间上的活动。在本研究中,实施这一概念是为了确定妇女户主(WHH)的日常活动及其在干旱灾害中的生存策略,并通过分析能力、耦合和权威约束来了解其根本原因。本研究开始填补《性别与灾难》中关于时间地理学的知识空白。《时代地理》将每日日记技术与深度访谈相结合,以了解当地环境中的约束和有利条件。结果表明:印度尼西亚爪哇岛古农布塔克村WHH的社会经济特征趋于同质化,形成了一种低变异的日常活动模式;同样,他们应对干旱的策略。WHH在这个小村庄面临的三个地理限制是相互关联的,而不是单独的。
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引用次数: 1
Electronically-based governance system for public services: implementation in the Special Region of Yogyakarta, Indonesia 基于电子的公共服务治理系统:在印度尼西亚日惹特区的实施
Q3 Social Sciences Pub Date : 2022-05-30 DOI: 10.5719/hgeo.2022.161.5
R. Rachmawati, Dayang Fitri Anjani, A. Rohmah, T. Nurwidiani, Hidayah Almasari
The Electronically-Based Governance System (Sistem Pemerintahan Berbasis Elektronik/SPBE) deals with public services for the internal regional government and the public. This research aims to identify public services and their implementation, analyse the success and constraints in implementing public services, and elaborate recommendations. Secondary data were obtained through the local government website. Primary data were obtained through questionnaires filled out by staff in charge of technical SPBE at the Communications and Information Office in the Special Region of Yogyakarta and cities and districts in the region. Meanwhile, in-depth interviews were conducted with the head of the agency as a policy-making official related to SPBE. The result shows that the regional government has provided public services in both SPBE and innovative regional services. The users have felt the benefits of the public services provided. However, there are constraints related to users' ability in digital literacy and the availability of networks. In the future, both will become a priority to overcome.
以电子为基础的管理系统(System Pemerintahan Berbasis Elektronik/SPBE)处理内部地区政府和公众的公共服务。本研究旨在确定公共服务及其实施,分析实施公共服务的成功和制约因素,并提出详细建议。二手数据通过当地政府网站获得。主要数据是通过日惹特区通讯和新闻办公室以及该区域各城市和地区负责技术特别业务的工作人员填写的调查表获得的。与此同时,作为与SPBE有关的决策官员,对该机构负责人进行了深入的采访。结果表明,区域政府在创新区域服务和创新区域服务两方面都提供了公共服务。使用者已经感受到所提供的公共服务的好处。然而,用户在数字素养和网络可用性方面的能力存在限制。在未来,这两者都将成为需要优先克服的问题。
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引用次数: 2
Access to credit and non-farm activities: A quantitative analysis of household surveys in rural Vietnam 获得信贷和非农业活动:越南农村家庭调查的定量分析
Q3 Social Sciences Pub Date : 2022-05-30 DOI: 10.5719/hgeo.2022.161.6
Dinh Van Nguyen
The authors investigated the role of formal and informal credit in non-farm activities among Vietnamese rural households using pooled cross-sectional data from household surveys in 2016 and 2018. The econometric analysis confirms that households with more loans are more likely to engage in non-farm activities and increase the intensity of such activities. The probability and intensity of non-farm activities are also determined by the level of education and occupation of household heads. In addition, the presence of nonfarm opportunities and access to roads in a commune increase the chance of non-farm participation for households living in that commune. The study suggests that policy interventions for promoting rural non-farm economy should aim to improve rural households' access to formal credit, better education, and non-farming opportunities.
作者使用2016年和2018年家庭调查的汇总横截面数据,调查了正式和非正式信贷在越南农村家庭非农业活动中的作用。计量经济学分析证实,拥有更多贷款的家庭更有可能从事非农业活动,并增加此类活动的强度。非农业活动的概率和强度也由户主的教育水平和职业决定。此外,公社中存在的非农业机会和道路增加了居住在该公社的家庭参与非农业活动的机会。该研究建议,促进农村非农经济的政策干预应旨在改善农村家庭获得正规信贷、更好的教育和非农业机会的机会。
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引用次数: 0
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Human Geographies
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