Spatiotemporal analysis of urban environment based on the vegetation–impervious surface–soil model

@article{Guo2013SpatiotemporalAO,
  title={Spatiotemporal analysis of urban environment based on the vegetation–impervious surface–soil model},
  author={Huadong Guo and QingNi Huang and Xinwu Li and Zhongchang Sun and Ying Zhang},
  journal={Journal of Applied Remote Sensing},
  year={2013},
  volume={8}
}
Abstract This study explores a spatiotemporal comparative analysis of urban agglomeration, comparing the Greater Toronto and Hamilton Area (GTHA) of Canada and the city of Tianjin in China. The vegetation–impervious surface–soil (V–I–S) model is used to quantify the ecological composition of urban/peri-urban environments with multitemporal Landsat images (3 stages, 18 scenes) and LULC data from 1985 to 2005. The support vector machine algorithm and several knowledge-based methods are applied to… Expand
View on SPIE
spiedigitallibrary.org
21 Citations
Background Citations
7
Methods Citations
2

21 Citations

Citation Type

Citation Type

Using multisource data and the V-I-S model in assessing the urban expansion of Riyadh city, Saudi Arabia
ABSTRACT This paper examines the application of remote sensing, based on the Vegetation-Impervious surface-Soil (V-I-S) model and spatial metrics, in an urban analysis for promoting sustainability… Expand
Urban growth dynamics based on surface Albedo changes in Petrolina, Brazil
Cities keep growing, and in most of the cases this expansion process is hard to model and describe for planning actions. Quantitative methods are increasingly used to help planning, monitoring, and… Expand
Driving forces of impervious surface in a world metropolitan area, Shanghai: threshold and scale effect
TLDR
Improved understanding of the threshold effect and scale effect will help guide future urban planning and design new urban ecosystem policies, in which population density was the most significant. Expand
Detecting horizontal and vertical urban growth from medium resolution imagery and its relationships with major socioeconomic factors
ABSTRACT Urban growth consists of horizontal and vertical expansions. An integrative framework for estimating horizontal and vertical expansions of city urban areas using Landsat images was… Expand
Improving Urban Impervious Surface Mapping by Linear Spectral Mixture Analysis and Using Spectral Indices
Abstract As a key indicator of urban built-up areas, impervious surfaces have been frequently analyzed in the studies of urbanization and environmental impacts. For various science and policy… Expand
A Feature-Based Approach of Decision Tree Classification to Map Time Series Urban Land Use and Land Cover with Landsat 5 TM and Landsat 8 OLI in a Coastal City, China
TLDR
The FBA-DTC method presented here is a valuable technique for evaluating urban growth and changes in LULC classification for coastal cities and distinguishes between fallow land and cropland, and separates high-rise buildings from beaches and water bodies. Expand
DMBLC: An Indirect Urban Impervious Surface Area Extraction Approach by Detecting and Masking Background Land Cover on Google Earth Image
TLDR
A novel indirect ISA extraction conceptual model and a new detecting and masking background land cover (DMBLC) approach that uses a freely available, high-resolution dataset; requires a reduced set of training samples; and consists of relatively simple, common, and feasible image processing steps. Expand
Highway runoff stormwater management potential (HRSMP) site characterization using NASA public domain imagery.
The focus of this research project was the development of geospatial technology (GST) methodology to characterize and evaluate highway runoff stormwater management potential (HRSMP) sites in order to… Expand
A Hierarchical Extraction Method of Impervious Surface Based on NDVI Thresholding Integrated With Multispectral and High-Resolution Remote Sensing Imageries
  • S. Feng, Fenglei Fan
  • Computer Science, Environmental Science
  • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  • 2019
TLDR
A hierarchical extracting method based on normal difference vegetation index (NDVI) thresholding to remove or minimize the effects of mixed-pixel spectral interference with a promising accuracy improvement of 29.3% on average is designed. Expand
Detection of water abundance in Baluran National Park with landsat satellite imagery analysis
TLDR
The extreme drought conditions will be very dangerous for the survival of flora and fauna in Baluran National Park that are in desperate need of water and potentially in danger of a fire. Expand
...
1
2
3
...

References

SHOWING 1-10 OF 46 REFERENCES
Urban growth and change analysis using remote sensing and spatial metrics from 1975 to 2003 for Hanoi, Vietnam
Since the beginning of the ‘Doi Moi’ policy in 1986, Hanoi has witnessed significant changes in its urban areas. Landsat and Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER)… Expand
Large-area assessment of impervious surface based on integrated analysis of single-date Landsat-7 images and geospatial vector data
Driven by a constantly accelerating increase of urban population in recent decades urban sprawl has become one of the most dynamic processes in the context of global land use transformations. The… Expand
Spatial and temporal dynamics of urban sprawl along two urban–rural transects: A case study of Guangzhou, China
Abstract Detailed understanding of landscape changes along the urban–rural gradient provides a useful tool to compare the structural and functional differences of landscape patches at different… Expand
Exploring a V-I-S (vegetation-impervious surface-soil) model for urban ecosystem analysis through remote sensing: comparative anatomy for cities
Abstract Growing interest in urban systems as ecological entities calls for some standards in parameterizing biophysical composition of urban environments. A vegetation-impervious surface-soil (… Expand
Sprawl in Taipei’s peri-urban zone: Responses to spatial planning and implications for adapting global environmental change
Abstract Peri-urban areas are often characterized by valuable natural environment and resource bases to provide essential ecosystem functions for urban residents. Observing land cover change over… Expand
A multi-scale approach to urban thermal analysis
Abstract An environmental consequence of urbanization is the urban heat island effect, a situation where urban areas are warmer than surrounding rural areas. The urban heat island phenomenon results… Expand
Spatio-temporal pattern of urban land cover evolvement with urban renewal and expansion in Shanghai based on mixed-pixel classification for remote sensing imagery
TLDR
Accuracy analysis demonstrates that PCRMdd represents a robust and effective tool for mixed-pixel classification on remote sensing imagery to obtain reliable soft classification results and endmember spectral information in a noisy environment. Expand
Synergistic use of optical and InSAR data for urban impervious surface mapping: a case study in Hong Kong
A wide range of urban ecosystem studies, including urban hydrology, urban climate, land use planning and watershed resource management, require accurate and up‐to‐date geospatial data of urban… Expand
Mapping global urban areas using MODIS 500-m data: new methods and datasets based on 'urban ecoregions'.
article i nfo Although cities, towns and settlements cover only a tiny fraction (b1%) of the world's surface, urban areas are the nexus of human activity with more than 50% of the population and… Expand
Modeling sprawl of unauthorized development using geospatial technology: case study in Kuantan district, Malaysia
TLDR
A framework combining remote sensing and GIS-cellular automata (CA) concepts aimed at improving the modeling of unauthorized land use sprawl can lead to new levels of understanding of how urban areas grow and change as in view of digital earth aspiration. Expand
...
1
2
3
4
5
...