Impervious surface extraction in urban areas from high spatial resolution imagery using linear spectral unmixing
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- Type
- article
- Published
- 2015-07-01
- Cited by
- 30
- References
- 45
- OpenAlex
- https://openalex.org/W1137189907
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:128165334
Keywords
Impervious surface, Environmental science, Remote sensing, Satellite imagery, Urbanization
References
- Impervious surface mapping with Quickbird imagery
- Extraction of urban impervious surfaces from an IKONOS image
- Context-sensitive extraction of tree crown objects in urban areas using VHR satellite images
- Impacts of impervious surface on watershed hydrology: A review
- Parameter estimation for urban runoff modelling
- Shadow information recovery in urban areas from very high resolution satellite imagery
- An object‐oriented approach for analysing and characterizing urban landscape at the parcel level
- Detecting and discriminating impervious cover with high-resolution IKONOS data using principal component analysis and morphological operators
- Comparative assessment of the measures of thematic classification accuracy
- Good practices for estimating area and assessing accuracy of land change
- Fully constrained linear spectral unmixing based global shadow compensation for high resolution satellite imagery of urban areas
- Evaluation of the potential of Hyperion for fire danger assessment by comparison to the Airborne Visible/Infrared Imaging Spectrometer
- Hierarchical Multiple Endmember Spectral Mixture Analysis (MESMA) of hyperspectral imagery for urban environments
- A comparison of two spectral mixture modelling approaches for impervious surface mapping in urban areas
- Making better use of accuracy data in land change studies: Estimating accuracy and area and quantifying uncertainty using stratified estimation
- Markov-random-field-based super-resolution mapping for identification of urban trees in VHR images
- Estimating impervious surfaces using linear spectral mixture analysis with multitemporal ASTER images
- An endmember optimization approach for linear spectral unmixing of fine-scale urban imagery
- Mapping marshland vegetation of San Francisco Bay, California, using hyperspectral data
- Multi-resolution, object-oriented fuzzy analysis of remote sensing data to GIS ready information
Cited by
- Automated mapping of impervious surfaces in urban and suburban areas: Linear spectral unmixing of high spatial resolution imagery
- Coupling Modified Linear Spectral Mixture Analysis and Soil Conservation Service Curve Number (SCS-CN) Models to Simulate Surface Runoff: Application to the Main Urban Area of Guangzhou, China
- Region merging using local spectral angle thresholds: A more accurate method for hybrid segmentation of remote sensing images
- Mapping urban land cover from high spatial resolution hyperspectral data: An approach based on simultaneously unmixing similar pixels with jointly sparse spectral mixture analysis
- Sub-pixel vs. super-pixel-based greenspace mapping along the urban–rural gradient using high spatial resolution Gaofen-2 satellite imagery: a case study of Haidian District, Beijing, China
- Influence of Ecological Factors on Estimation of Impervious Surface Area Using Landsat 8 Imagery
- Multiple endmember object spectral mixture analysis for high spatial resolution remote sensing imagery of urban areas
- Estimate of Heavy Metals in Soil with Non-Soil Removed
- Urban Land Cover Change in Ecologically Fragile Environments: The Case of the Galapagos Islands
- Measuring spatio-temporal dynamics of impervious surface in Guangzhou, China, from 1988 to 2015, using time-series Landsat imagery.
- An Improved Pansharpening Method for Misaligned Panchromatic and Multispectral Data
- Extraction of High-Precision Urban Impervious Surfaces from Sentinel-2 Multispectral Imagery via Modified Linear Spectral Mixture Analysis
- Impervious Surface Extraction From Multispectral Images via Morphological Attribute Profiles Based on Spectral Analysis
- Landscape pattern indices for evaluating urban spatial morphology – A case study of Chinese cities
- A Hierarchical Multiscale Super-Pixel-Based Classification Method for Extracting Urban Impervious Surface Using Deep Residual Network From WorldView-2 and LiDAR Data
- Combinational shadow index for building shadow extraction in urban areas from Sentinel-2A MSI imagery
- Performances of WorldView 3, Sentinel 2, and Landsat 8 data in mapping impervious surface
- A Novel Remote Sensing Index for Extracting Impervious Surface Distribution from Landsat 8 OLI Imagery
- Urban Impervious Surface Detection From Remote Sensing Images: A review of the methods and challenges
- Mapping urban-rural gradients of settlements and vegetation at national scale using Sentinel-2 spectral-temporal metrics and regression-based unmixing with synthetic training data
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