scholarly journals Fractal Characteristic Evolution of Coastal Settlement Land Use: A Case of Xiamen, China

Land ◽  
2021 ◽  
Vol 11 (1) ◽  
pp. 50
Author(s):  
Xiaojian Yu ◽  
Zhiqing Zhao
Keyword(s):  
Land Use ◽  
Fractal Dimension ◽  
Urban Areas ◽  
Nonlinear Evolution Equations ◽  
Land Uses ◽  
Rapid Urbanization ◽  
Spatial Complexity ◽  
Fractal Characteristic ◽  
Characteristic Evolution ◽  
Coastal Settlement

Coastal settlements in urban areas show certain degrees of spatial complexity. Understanding the evolution law of fractal settlements is practically important for marine engineering and urban planning. In this paper, we investigate the fractal evolution of coastal settlement land use based on fractal theory. The fractal dimensions of the land uses for three typically coastal settlements in Xiamen city, China, are obtained to quantify their spatial complexity. The results reveal the fractal characteristics and regional differences of the coastal settlements. Furthermore, nonlinear modeling is applied to describe the fractal dimension evolution of the coastal settlement land uses from 2000 to 2018. Three settlements in rapid urbanization show different nonlinear evolution equations of the fractal dimension due to their different land uses. This study might provide a theoretical basis for understanding the fractal characteristic evolution of coastal settlements in urban areas and show its potential application in urban geography.

scholarly journals Prediction of Hourly Effect of Land Use on Crime

2018 ◽  
Vol 8 (1) ◽  
pp. 16 ◽  
Author(s):  
Irina Matijosaitiene ◽  
Peng Zhao ◽  
Sylvain Jaume ◽  
Joseph Gilkey Jr
Keyword(s):  
Machine Learning ◽  
Land Use ◽  
Logistic Regression ◽  
Hot Spots ◽  
Urban Areas ◽  
Prediction Models ◽  
Hot Spot ◽  
Time Range ◽  
Land Uses ◽  
Police Departments

Predicting the exact urban places where crime is most likely to occur is one of the greatest interests for Police Departments. Therefore, the goal of the research presented in this paper is to identify specific urban areas where a crime could happen in Manhattan, NY for every hour of a day. The outputs from this research are the following: (i) predicted land uses that generates the top three most committed crimes in Manhattan, by using machine learning (random forest and logistic regression), (ii) identifying the exact hours when most of the assaults are committed, together with hot spots during these hours, by applying time series and hot spot analysis, (iii) built hourly prediction models for assaults based on the land use, by deploying logistic regression. Assault, as a physical attack on someone, according to criminal law, is identified as the third most committed crime in Manhattan. Land use (residential, commercial, recreational, mixed use etc.) is assigned to every area or lot in Manhattan, determining the actual use or activities within each particular lot. While plotting assaults on the map for every hour, this investigation has identified that the hot spots where assaults occur were ‘moving’ and not confined to specific lots within Manhattan. This raises a number of questions: Why are hot spots of assaults not static in an urban environment? What makes them ‘move’—is it a particular urban pattern? Is the ‘movement’ of hot spots related to human activities during the day and night? Answering these questions helps to build the initial frame for assault prediction within every hour of a day. Knowing a specific land use vulnerability to assault during each exact hour can assist the police departments to allocate forces during those hours in risky areas. For the analysis, the study is using two datasets: a crime dataset with geographical locations of crime, date and time, and a geographic dataset about land uses with land use codes for every lot, each obtained from open databases. The study joins two datasets based on the spatial location and classifies data into 24 classes, based on the time range when the assault occurred. Machine learning methods reveal the effect of land uses on larceny, harassment and assault, the three most committed crimes in Manhattan. Finally, logistic regression provides hourly prediction models and unveils the type of land use where assaults could occur during each hour for both day and night.

scholarly journals Spatio-Temporal Variation Analysis of Landscape Pattern Response to Land Use Change from 1985 to 2015 in Xuzhou City, China

2018 ◽  
Vol 10 (11) ◽  
pp. 4287 ◽  
Author(s):  
Yantao Xi ◽  
Nguyen Thinh ◽  
Cheng Li
Keyword(s):  
Land Use ◽  
Landscape Pattern ◽  
Urban Areas ◽  
Vegetation Index ◽  
Agricultural Land ◽  
Local Level ◽  
Land Use Changes ◽  
Landscape Patterns ◽  
Rapid Urbanization ◽  
Barren Land

Rapid urbanization has dramatically spurred economic development since the 1980s, especially in China, but has had negative impacts on natural resources since it is an irreversible process. Thus, timely monitoring and quantitative analysis of the changes in land use over time and identification of landscape pattern variation related to growth modes in different periods are essential. This study aimed to inspect spatiotemporal characteristics of landscape pattern responses to land use changes in Xuzhou, China durfing the period of 1985–2015. In this context, we propose a new spectral index, called the Normalized Difference Enhanced Urban Index (NDEUI), which combines Nighttime light from the Defense Meteorological Satellite Program/Operational Linescan System with annual maximum Enhanced Vegetation Index to reduce the detection confusion between urban areas and barren land. The NDEUI-assisted random forests algorithm was implemented to obtain the land use/land cover maps of Xuzhou in 1985, 1995, 2005, and 2015, respectively. Four different periods (1985–1995, 1995–2005, 2005–2015, and 1985–2015) were chosen for the change analysis of land use and landscape patterns. The results indicate that the urban area has increased by about 30.65%, 10.54%, 68.77%, and 143.75% during the four periods at the main expense of agricultural land, respectively. The spatial trend maps revealed that continuous transition from other land use types into urban land has occurred in a dual-core development mode throughout the urbanization process. We quantified the patch complexity, aggregation, connectivity, and diversity of the landscape, employing a number of landscape metrics to represent the changes in landscape patterns at both the class and landscape levels. The results show that with respect to the four aspects of landscape patterns, there were considerable differences among the four years, mainly owing to the increasing dominance of urbanized land. Spatiotemporal variation in landscape patterns was examined based on 900 × 900 m sub-grids. Combined with the land use changes and spatiotemporal variations in landscape patterns, urban growth mainly occurred in a leapfrog mode along both sides of the roads during the period of 1985 to 1995, and then shifted into edge-expansion mode during the period of 1995 to 2005, and the edge-expansion and leapfrog modes coexisted in the period from 2005 to 2015. The high value spatiotemporal information generated using remote sensing and geographic information system in this study could assist urban planners and policymakers to better understand urban dynamics and evaluate their spatiotemporal and environmental impacts at the local level to enable sustainable urban planning in the future.

scholarly journals Regional Variations of Land-Use Development and Land-Use/Cover Change Dynamics: A Case Study of Turkey

2019 ◽  
Vol 11 (7) ◽  
pp. 885 ◽  
Author(s):  
Ustaoglu ◽  
Aydınoglu
Keyword(s):  
Land Use ◽  
Land Use Change ◽  
Rural Areas ◽  
Urban Areas ◽  
Urban Land ◽  
Temporal Changes ◽  
Rapid Expansion ◽  
Land Uses ◽  
Hierarchical Levels ◽  
Spatio Temporal

. Population growth, economic development and rural-urban migration have caused rapid expansion of urban areas and metropolitan regions in Turkey. The structure of urban administration and planning has faced different socio-economic and political challenges, which have hindered the structured and planned development of cities and regions, resulting in an irregular and uneven development of these regions. We conducted detailed comparative analysis on spatio-temporal changes of the identified seven land-use/cover classes across different regions in Turkey with the use of Corine Land Cover (CLC) data of circa 1990, 2000, 2006 and 2012, integrated with Geographic Information System (GIS) techniques. Here we compared spatio-temporal changes of urban and non-urban land uses, which differ across regions and across different hierarchical levels of urban areas. Our findings have shown that peri-urban areas are growing more than rural areas, and even growing more than urban areas in some regions. A deeper look at regions located in different geographical zones pointed to substantial development disparities across western and eastern regions of Turkey. We also employed multiple regression models to explain any possible drivers of land-use change, regarding both urban and non-urban land uses. The results reveal that the three influencing factors-socio-economic characteristics, regional characteristics and location, and development constraints, facilitate land-use change. However, their impacts differ in different geographical locations, as well as with different hierarchical levels.

Interface Urban Forest Management in an Urbanizing Landscape

2020 ◽  
Author(s):  
Maria A. Cunha-e-Sá ◽  
Sofia F. Franco
Keyword(s):  
Land Use ◽  
Forest Management ◽  
Urban Areas ◽  
Urban Forest ◽  
Urban Forestry ◽  
Comparative Statics ◽  
Forest Conversion ◽  
Timber Production ◽  
Land Uses ◽  
Clear Cutting

Although forests located near urban areas are a small fraction of the forest cover, a good understanding of the extent to which —wildland-urban interface (WUI) forest conversion affects local economies and environmental services can help policy-makers harmonize urban development and environmental preservation at this interface, with positive impact on the welfare of local communities. A growing part of the forest resource worldwide has come under urban influence, both directly (i.e., becoming incorporated into the interface or located at the interface with urban areas) and indirectly (as urban uses and values have come to dominate more remote forest areas). Yet forestry has been rather hesitant to recognize its urban mandate. Even if the decision to convert land at the WUI (agriculture, fruit, timber, or rural use) into an alternative use (residential and commercial development) is conditional on the relative magnitude and timing of the returns of alternative land uses, urban forestry is still firmly rooted in the same basic concepts of traditional forestry. This in turn neglects features characterizing this type of forestland, such as the urban influences from increasingly land-consumptive development patterns. Moreover, interface timber production-allocated land provides public goods that otherwise would be permanently lost if land were converted to an irreversible use. Any framework discussing WUI optimal rotation periods and conversion dates should then incorporate the urban dimension in the forester problem. It must reflect the factors that influence both urban and forestry uses and account for the fact that some types of land use conversion are irreversible. The goal is to present a framework that serves as a first step in explaining the trends in the use and management of private land for timber production in an urbanizing environment. Our framework integrates different land uses to understand two questions: given that most of the WUI land use change is irreversible and forestry at this interface differs from classic forestry, how does urban forestry build upon and benefit from traditional forestry concepts and approaches? In particular, what are the implications for the Faustmann harvesting strategy when conversion to an irreversible land use occurs at some point in the future? The article begins with a short background on the worldwide trend of forestland conversion at the WUI, focusing mostly on the case of developed countries. This provides a context for the theoretical framework used in the subsequent analysis of how urban factors affect regeneration and conversion dates. The article further reviews theoretical models of forest management practices that have considered either land sale following clear-cutting or a switch to a more profitable alternative land use without selling the land. A brief discussion on the studies with a generalization of the classic Faustmann formula for land expectation value is also included. For completeness, comparative statics results and a numerical illustration of the main findings from the private landowner framework are included.

scholarly journals Spatial evaluation of complex non-point source pollution in urban–rural watershed using fuzzy system

2013 ◽  
Vol 16 (1) ◽  
pp. 114-129 ◽  
Author(s):  
Haijun Wang ◽  
Wenting Zhang ◽  
Song Hong ◽  
Yanhua Zhuang ◽  
Hongyan Lin ◽  
...  
Keyword(s):  
Water Quality ◽  
Land Use ◽  
Point Source ◽  
Fuzzy System ◽  
Urban Areas ◽  
Rapid Urbanization ◽  
Nps Pollution ◽  
Urban Rural ◽  
Rural Place ◽  
The Impact

Non-point source (NPS) pollution has become the major reason for water quality deterioration. Due to the differences in the generation and transportation mechanisms between urban areas and rural areas, different models are needed in rural and urban places. Since land use has been rapidly changing, it is difficult to define the study area as city or country absolutely and the complex NPS pollution in these urban–rural mixed places are difficult to evaluate using an urban or rural model. To address this issue, a fuzzy system-based approach of modeling complex NPS pollutant is proposed concerning the fuzziness of each land use and the ratio of belonging to an urban or rural place. The characteristic of land use, impact of city center and traffic condition were used to describe spatial membership of belonging to an urban or rural place. According to the spatial membership of belonging to an urban or rural place, the NPS distributions calculated by the urban model and rural model respectively were combined. To validate the method, Donghu Lake, which is undergoing rapid urbanization, was selected as the case study area. The results showed that the urban NPS pollutant load was significantly higher than that of the rural area. The land usage influenced the pollution more than other factors such as slope or precipitation. It also suggested that the impact of the urbanization process on water quality is noteworthy.

scholarly journals Recent Land Use Changes on an Urban Watershed in Moncton, New Brunswick, Canada

2016 ◽  
Vol 9 ◽  
Author(s):  
Mélanie LeBlanc ◽  
Guillaume Fortin
Keyword(s):  
Land Use ◽  
Urban Areas ◽  
Land Use Changes ◽  
Land Uses ◽  
Urban Watershed ◽  
Surface Areas ◽  
Run Off ◽  
Land Use Types ◽  
Natural Land ◽  
The City

Changes in land use, which threaten ecosystems and habitats, have an impact on run-off and water quality on urban areas. Using a GIS program we have classified the land use of the Humphreys Brook watershed and quantified the changes that have occurred using landscape metrics. A rapid growth of the city emerges from our results. All land use types of urban nature have seen an increase in surface areas to the detriment of natural land uses. Moreover the landscape indices are showing signs of rectangularity, where humans have introduced straight edges, and other common processes of transformation to the landscape.

scholarly journals Proposal of building a standard geodatabase for urban land use

2018 ◽  
Vol 162 ◽  
pp. 03024
Author(s):  
Haifaa Husein ◽  
Oday Jasim ◽  
Saja Mahmood
Keyword(s):  
Land Use ◽  
Undergraduate Students ◽  
Urban Areas ◽  
Survey Methods ◽  
Digital Processing ◽  
Great Difficulty ◽  
Urban Land Use ◽  
Land Uses ◽  
Local Data ◽  
Urban City

The digital technologies represented by digital processing programs, local data bases and satellite receivers system is a set of technologies made to organize the process of building descriptive field database, and conveying them to computers, in order to store, analyze and manifest data as well as upgrade and extract it in the form of digital maps, which represent an asset in any engineering and planning study. For a variety of types of mixed land uses and others land uses in the urban city, which cause great difficulty in how to build spatial Geodatabase in terms of frequency of the land use and overlap between land uses, the paper will find the proposed standard Geomatics techniques to get rid of these difficulties. The paper will tackle the engineering and survey methods which could reinforce manifestation of uses of logical database in urban areas. Lastly, the research concludes that relying on important field survey and digital references in preparing suggested criteria for field uses, in addition to the recommendations provided in this field for the post graduate and undergraduate students as well governmental specialized departments.

scholarly journals Using urban morphology for flood risk in residential areas in Ho Chi Minh city

2016 ◽  
Vol 19 (2) ◽  
pp. 146-153
Author(s):  
Hoa Thanh Le ◽  
Chau Thi Phuong Nguyen
Keyword(s):  
Land Use ◽  
Fractal Geometry ◽  
Urban Areas ◽  
Large Scale ◽  
Urban Morphology ◽  
Ho Chi Minh City ◽  
Residential Density ◽  
Urban Center ◽  
Rapid Urbanization ◽  
The City

Urban morphology in urban studies is used to classify and manage the distribution of urban densities. In urban planning, it helps to identify the emerging problems and solve the disorder of urban functions as in the megacity of Ho Chi Minh City. Rapid urbanization has increased the development footprint with disordered densities of building footprint, incomplete infrastructure and urban - peripheral instability. And it, then, caused more flood problems to the city. This study was based on applying fractal geometry, GIS on large-scale maps for identifying residential density based on urban morphology. The land-use map and the building footprints map of 2010 were integrated in fractal geometry to analyze the distribution of urban areas by the large scale of GIS data. This study showed HCMC had problems on irrational development in residential densities areas; and uneven development of population and residential density between the urban areas. At block scale of land-use block, in urban center had highest densities of building footprints and population, then, the medium densities in developing districts and rural-sub-districts. With these densities, there was more flood in high density areas, as in urban center, and less flood in lower density areas, as in sub-urban areas. These problems may cause some limitations to development of social, commercial, industrial, and infrastructure in HCMC. City needs to have flood control and management for development of the city.

scholarly journals Distribution Characteristics and Risk Assessment of Heavy Metals in Soil and Street Dust with Different Land Uses, a Case in Changsha, China

2021 ◽  
Vol 18 (20) ◽  
pp. 10733
Author(s):  
Yalei He ◽  
Yan Zhang ◽  
Chi Peng ◽  
Xinxing Wan ◽  
Zhaohui Guo ◽  
...  
Keyword(s):  
Heavy Metals ◽  
Heavy Metal ◽  
Urban Areas ◽  
Street Dust ◽  
Land Uses ◽  
Residential Areas ◽  
Rapid Urbanization ◽  
Metal Contents ◽  
Short Period ◽  
Agricultural Areas

Rapid urbanization and industrialization have led to the accumulation of heavy metals in urban areas. The distribution and health risk of heavy metals in soil and street dust were studied by collecting the samples in pairs from different land uses in Changsha, China. The results showed that the average contents of the heavy metals Pb, Cd, Cu, Zn, Cr and Ni in the soil were 45.3, 0.69, 46.3, 220.4, 128.7 and 32.9 mg·kg−1, and the corresponding heavy metal contents in the street dust were 130.1, 3.9, 130.8, 667.2, 223.2, 50.5 mg·kg−1, respectively. The soils in the parks and roadsides have higher heavy metal contents than those in the residential and agricultural areas. The street dust collected from parks, roadsides and residential areas contained higher heavy metal contents than agricultural areas. Significant correlations were found between heavy metals, suggesting similar sources. However, most of the heavy metals in the soil were uncorrelated with those in the street dust. The contents of heavy metals in soil are the results of long-term pollution. Street dust is easily affected by natural or human disturbances, reflecting pollution emissions in a short period. The health risks posed by heavy metals in the soil are acceptable, but the street dust may threaten children’s health, especially in residential areas. Pb, Cr and Cd are the main risk contributors. Reducing the emissions from industrial plants and traffic may reduce the risk of exposure to heavy metals in the street dust.

scholarly journals USO DA TERRA E QUALIDADE AMBIENTAL URBANA: UMA PROPOSTA DE LEGENDA PARA MAPEAMENTO

GEOgraphia ◽  
2019 ◽  
Vol 21 (46) ◽  
pp. 73
Author(s):  
João Carlos Nucci ◽  
Simone Valaski ◽  
Laura Freire Estêvez ◽  
Emerson Luis Tonetti
Keyword(s):  
Land Use ◽  
Environmental Quality ◽  
Urban Areas ◽  
Landscape Planning ◽  
Urban Landscapes ◽  
Land Uses ◽  
Land Use Classification ◽  
Land Usage ◽  
Planning Decisions ◽  
High Degree

Resumo: A paisagem urbana apresenta uma variedade de estruturas e dinâmicas fortemente determinadas pelo uso e pela cobertura da terra, constituintes fundamentais na definição da qualidade ambiental urbana. O ordenamento do uso da terra, nas zonas urbanas, é fornecido principalmente pelas leis municipais de uso e ocupação do solo, que apresentam alto grau de complexidade dificultando a participação popular nas decisões de planejamento. O trabalho apresenta uma proposta de hierarquização dos usos da terra conforme suas potencialidades em aumentar ou diminuir a qualidade ambiental. Foram utilizadas revisão de bibliografia e legislação de zoneamento urbano como subsídios para as inferências sobre a qualidade ambiental relacionada a cada uso da terra. As centenas de diferentes usos da terra, identificados nas leis de zoneamento urbano, foram organizados na forma de uma legenda, para mapeamento em escala do lote, constituída por 15 níveis de qualidade ambiental, conforme as características de uso e de porte do estabelecimento. A legenda proposta fornece importante subsídio para o mapeamento da qualidade ambiental urbana e para a participação popular no planejamento, já que simplifica o tratamento complexo encontrado na legislação de zoneamento urbano.Palavras-chave: Planejamento da Paisagem. Ecologia Urbana. Classificação dos usos da terra. LAND USAGE AND URBAN ENVIRONMENTAL QUALITY: A PROPOSAL FOR A MAPPING KEY.Abstract: Urban landscapes feature a variety of structures and dynamics strongly determined by the land use and coverage, fundamental components of the urban environmental quality definition. The disposition of land use in urban areas is established, mainly, by Municipal Laws on the land use and occupation, which present a high degree of complexity, making difficult the people’s participation in the planning decisions. This work brings forward a proposal for the creation of a hierarchy for the land uses, based on its potential to increase or decrease the environmental quality. We did a bibliography and urban zoning legislation review as a subsidy for the inferences about the environmental quality related to each land use. The hundreds of land uses identified in the urban zoning legislation were organized under the format of a “key” for a scaled mapping of the plot, distributed through 15 environmental quality levels, depending on the usage characteristics and size of the establishment. The proposed “key” gives an important subsidy to the mapping of the urban environmental quality and the people’s participation in the planning, since it simplifies the complexity of the approach found in the urban zoning legislation.Keywords: Landscape Planning. Urban Ecology. Land Use Classification. USO DE LA TIERRA Y CALIDAD AMBIENTAL URBANA: UNA PROPUESTA DE LEYENDA DE MAPEORsumem: El paisaje urbano presenta una variedad de estructuras y dinámicas fuertemente determinadas por el uso y la cobertura del suelo, componentes fundamentales en la definición de la calidad ambiental urbana. La planificación del uso del suelo en las zonas urbanas se realiza principalmente por las leyes municipales de uso y ocupación del suelo, que son muy complejas y dificultan la participación popular en las decisiones de planificación. El documento presenta una propuesta de jerarquización de los usos de la tierra de acuerdo con su potencial para aumentar o disminuir la calidad ambiental. La revisión bibliográfica y la legislación de zonificación urbana se utilizaron para respaldar las inferencias sobre la calidad ambiental relacionada con cada uso de la tierra. Los cientos de diferentes usos del suelo identificados en las leyes de zonificación urbana se organizaron en forma de un subtítulo para mapear la escala de la parcela, que consta de 15 niveles de calidad ambiental, de acuerdo con las características de uso y tamaño del establecimiento. El subtítulo propuesto proporciona información importante para mapear la calidad ambiental urbana y la participación popular en la planificación, ya que simplifica el tratamiento complejo que se encuentra en la legislación de zonificación urbana.Palabras clave:  Planificación del paisaje. Ecología urbana. Clasificación de usos del suelo.

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