Cargando…

Self-Trained Deep Forest with Limited Samples for Urban Impervious Surface Area Extraction in Arid Area Using Multispectral and PolSAR Imageries

Impervious surface area (ISA) has been recognized as a significant indicator for evaluating levels of urbanization and the quality of urban ecological environments. ISA extraction methods based on supervised classification usually rely on a large number of manually labeled samples, the production of...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liu, Ximing, Samat, Alim, Li, Erzhu, Wang, Wei, Abuduwaili, Jilili
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9504763/ https://www.ncbi.nlm.nih.gov/pubmed/36146193 http://dx.doi.org/10.3390/s22186844

Ejemplares similares

Extraction of High-Precision Urban Impervious Surfaces from Sentinel-2 Multispectral Imagery via Modified Linear Spectral Mixture Analysis
por: Xu, Rudong, et al.
Publicado: (2018)

Spatio-Temporal Variations of Satellite-Based PM(2.5) Concentrations and Its Determinants in Xinjiang, Northwest of China
por: Wang, Wei, et al.
Publicado: (2020)

Supervised PolSAR Image Classification with Multiple Features and Locally Linear Embedding
por: Zhang, Qiang, et al.
Publicado: (2018)

Optimized Performance Parameters for Nighttime Multispectral Satellite Imagery to Analyze Lightings in Urban Areas
por: de Meester, Jasper, et al.
Publicado: (2020)

Density and Stability of Soil Organic Carbon beneath Impervious Surfaces in Urban Areas
por: Wei, Zongqiang, et al.
Publicado: (2014)

Multi-Pixel Simultaneous Classification of PolSAR Image Using Convolutional Neural Networks
por: Wang, Lei, et al.
Publicado: (2018)

An Adaptive Nonlocal Mean Filter for PolSAR Data with Shape-Adaptive Patches Matching
por: Shen, Peng, et al.
Publicado: (2018)

Gaofen-3 PolSAR Image Classification via XGBoost and Polarimetric Spatial Information
por: Dong, Hao, et al.
Publicado: (2018)

Semantic segmentation of PolSAR image data using advanced deep learning model
por: Garg, Rajat, et al.
Publicado: (2021)

Semi-Supervised Classification of PolSAR Images Based on Co-Training of CNN and SVM with Limited Labeled Samples
por: Zhao, Mingjun, et al.
Publicado: (2023)

A PolSAR Image Segmentation Algorithm Based on Scattering Characteristics and the Revised Wishart Distance
por: Yi, Huiguo, et al.
Publicado: (2018)

Integration of Fine Model-Based Decomposition and Guard Filter for Ship Detection in PolSAR Images
por: Liu, Dongsheng, et al.
Publicado: (2021)

Geochemical Responses to Anthropogenic and Natural Influences in Ebinur Lake Sediments of Arid Northwest China
por: Ma, Long, et al.
Publicado: (2016)

Urban heat island: Aerodynamics or imperviousness?
por: Li, Dan, et al.
Publicado: (2019)

Impervious Surfaces Alter Soil Bacterial Communities in Urban Areas: A Case Study in Beijing, China
por: Hu, Yinhong, et al.
Publicado: (2018)

A Fast Superpixel Segmentation Algorithm for PolSAR Images Based on Edge Refinement and Revised Wishart Distance
por: Zhang, Yue, et al.
Publicado: (2016)

Assessing the quantitative relationships between the impervious surface area and surface heat island effect during urban expansion
por: Ma, Xiaoliang, et al.
Publicado: (2021)

Power Transmission Tower Series Extraction in PolSAR Image Based on Time-Frequency Analysis and A-Contrario Theory
por: Peng, Dongqing, et al.
Publicado: (2016)

A Novel Change Detection Method Based on Statistical Distribution Characteristics Using Multi-Temporal PolSAR Data
por: Zhao, Jinqi, et al.
Publicado: (2020)

Evaluation of the Health Status of Indonesian Watersheds Using Impervious Surface Area as an Indicator
por: Hamzah, Rossi, et al.
Publicado: (2023)

An Unsupervised Change Detection Method Using Time-Series of PolSAR Images from Radarsat-2 and GaoFen-3
por: Liu, Wensong, et al.
Publicado: (2018)

Spatiotemporal Patterns of Impervious Surface Area and Water Quality Response in the Fuxian Lake Watershed
por: Li, S. H., et al.
Publicado: (2020)

Supervised spatial classification of multispectral LiDAR data in urban areas
por: Huo, Lian-Zhi, et al.
Publicado: (2018)

Multispectral LiDAR Data for Land Cover Classification of Urban Areas
por: Morsy, Salem, et al.
Publicado: (2017)

A Crop Classification Method Integrating GF-3 PolSAR and Sentinel-2A Optical Data in the Dongting Lake Basin
por: Gao, Han, et al.
Publicado: (2018)

Assessment of Atmospheric Algorithms to Retrieve Vegetation in Natural Protected Areas Using Multispectral High Resolution Imagery
por: Marcello, Javier, et al.
Publicado: (2016)

Estimating the heavy metal concentrations in topsoil in the Daxigou mining area, China, using multispectral satellite imagery
por: Yang, Yun, et al.
Publicado: (2021)

Ensemble of ERDTs for Spectral–Spatial Classification of Hyperspectral Images Using MRS Object-Guided Morphological Profiles
por: Samat, Alim, et al.
Publicado: (2020)

Detecting Pest-Infested Forest Damage through Multispectral Satellite Imagery and Improved UNet++
por: Zhang, Jingzong, et al.
Publicado: (2022)

Changes in the forest ecosystems in areas impacted by aridization in south-western Romania
por: Pravalie, Remus, et al.
Publicado: (2014)

Associations between Greenness, Impervious Surface Area, and Nighttime Lights on Biomarkers of Vascular Aging in Chennai, India
por: Lane, Kevin J., et al.
Publicado: (2017)

Expansion of Impervious Surfaces and Their Driving Forces in Highly Urbanized Cities in Kyrgyzstan
por: Omurakunova, Gulkaiyr, et al.
Publicado: (2020)

How to Regenerate and Protect Desert Riparian Populus euphratica Forest in Arid Areas
por: Ling, Hongbo, et al.
Publicado: (2015)

Operation in the Treatment of Impervious Urachus
por: Gain, J. H.
Publicado: (1901)

Urban Areas Create Refugia for Odonates in a Semi-Arid Region
por: Husband, Danielle M., et al.
Publicado: (2021)

Modeling of landslide sensitive areas using GIS in semi-arid forests and evaluation in terms of forest rehabilitation
por: Buğday, Ender, et al.
Publicado: (2020)

Automatic Impervious Surface Area Detection Using Image Texture Analysis and Neural Computing Models with Advanced Optimizers
por: Hoang, Nhat-Duc
Publicado: (2021)

A Tetrahedron-Based Endmember Selection Approach for Urban Impervious Surface Mapping
por: Wang, Wei, et al.
Publicado: (2014)

Detecting new Buffel grass infestations in Australian arid lands: evaluation of methods using high-resolution multispectral imagery and aerial photography
por: Marshall, V. M., et al.
Publicado: (2013)

Study of coordinated development of county urbanization in arid areas of China: The case of Xinjiang
por: Abulimiti, Maliyamuguli, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_a67e8eljmp9ccrs2ei7s3r4lvd