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Jin Wang, Yaolong Zhao, Yingchun Fu, Lili Xia & Jinsong Chen. (2022) Improving LSMA for impervious surface estimation in an urban area. European Journal of Remote Sensing 55:1, pages 37-51.
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Peng Li & Zhen Xiao. (2022) Impervious surface expansion in the China-Laos border area under the context of geo-economic cooperation: a case study of the Mohan-Boten Economic Cooperation Zone. GIScience & Remote Sensing 59:1, pages 2184-2201.
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Shanshan Feng & Fenglei Fan. (2021) Impervious surface extraction based on different methods from multiple spatial resolution images: a comprehensive comparison. International Journal of Digital Earth 14:9, pages 1148-1174.
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Jiantao Liu, Quanlong Feng, Jianhua Gong, Jieping Zhou, Jianming Liang & Yi Li. (2018) Winter wheat mapping using a random forest classifier combined with multi-temporal and multi-sensor data. International Journal of Digital Earth 11:8, pages 783-802.
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Reza Khatami & Giorgos Mountrakis. (2018) The interacting effects of image acquisition date, number of images, classifier, and number of training samples on accuracy of binary classification of impervious cover. Remote Sensing Letters 9:2, pages 189-198.
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Erzhu Li, Peijun Du, Alim Samat, Junshi Xia & Meiqin Che. (2015) An automatic approach for urban land-cover classification from Landsat-8 OLI data. International Journal of Remote Sensing 36:24, pages 5983-6007.
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Nathan Torbick & Megan Corbiere. (2015) Mapping urban sprawl and impervious surfaces in the northeast United States for the past four decades. GIScience & Remote Sensing 52:6, pages 746-764.
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Fenglei Fan, Wei Fan & Qihao Weng. (2015) Improving Urban Impervious Surface Mapping by Linear Spectral Mixture Analysis and Using Spectral Indices. Canadian Journal of Remote Sensing 41:6, pages 577-586.
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Zhaoqi Wang, Chencheng Gang, Xueling Li, Yizhao Chen & Jianlong Li. (2015) Application of a normalized difference impervious index (NDII) to extract urban impervious surface features based on Landsat TM images. International Journal of Remote Sensing 36:4, pages 1055-1069.
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Hongsheng Zhang, Yuanzhi Zhang & Hui Lin. (2014) Seasonal effects of impervious surface estimation in subtropical monsoon regions. International Journal of Digital Earth 7:9, pages 746-760.
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Mustafa Neamah Jebur, Helmi Zulhaidi Mohd Shafri, Biswajeet Pradhan & Mahyat Shafapour Tehrany. (2014) Per-pixel and object-oriented classification methods for mapping urban land cover extraction using SPOT 5 imagery. Geocarto International 29:7, pages 792-806.
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Chongfeng Gong & Wei Wu. (2014) Comparisons of regression tree models for sub-pixel imperviousness estimation in a Gulf Coast city of Mississippi, USA. International Journal of Remote Sensing 35:10, pages 3722-3740.
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Huiran Jin, Stephen V. Stehman & Giorgos Mountrakis. (2014) Assessing the impact of training sample selection on accuracy of an urban classification: a case study in Denver, Colorado. International Journal of Remote Sensing 35:6, pages 2067-2081.
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Dengsheng Lu, Guiying Li, Wenhui Kuang & Emilio Moran. (2014) Methods to extract impervious surface areas from satellite images. International Journal of Digital Earth 7:2, pages 93-112.
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Wenliang Li & Changshan Wu. (2014) Phenology-based temporal mixture analysis for estimating large-scale impervious surface distributions. International Journal of Remote Sensing 35:2, pages 779-795.
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Hua Liu & Qihao Weng. (2013) Landscape metrics for analysing urbanization-induced land use and land cover changes. Geocarto International 28:7, pages 582-593.
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Huiran Jin & Giorgos Mountrakis. (2013) Integration of urban growth modelling products with image-based urban change analysis. International Journal of Remote Sensing 34:15, pages 5468-5486.
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Shanyou Zhu, Huade Guan, AndrewC. Millington & Guixin Zhang. (2013) Disaggregation of land surface temperature over a heterogeneous urban and surrounding suburban area: a case study in Shanghai, China. International Journal of Remote Sensing 34:5, pages 1707-1723.
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Hongsheng Zhang, Yuanzhi Zhang & Hui Lin. (2012) Evaluation of the potential of ASAR data to estimate impervious surface area. Annals of GIS 18:4, pages 289-298.
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Li Luo & Giorgos Mountrakis. (2012) A multiprocess model of adaptable complexity for impervious surface detection. International Journal of Remote Sensing 33:2, pages 365-381.
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Articles from other publishers (65)
Shoujia Ren, Yaozhong Pan, Xiufang Zhu, Chuanwu Zhao & Yuan Gao. (2024) A general and simple automated impervious surface mapping approach based on three-dimensional texture features (3DTF) using fine spatial resolution remotely sensed imagery. Science of The Total Environment 923, pages 171181.
Crossref
Crossref
Krishna Kumar Perikamana, Krishnachandran Balakrishnan & Pratyush Tripathy. 2024. Earth Observation in Urban Monitoring. Earth Observation in Urban Monitoring
171
196
.
Yuan Chen, Meixia Lin, Tao Lin, Junmao Zhang, Laurence Jones, Xia Yao, Hongkai Geng, Yuqin Liu, Guoqin Zhang, Xin Cao, Hong Ye & Yulin Zhan. (2023) Spatial heterogeneity of vegetation phenology caused by urbanization in China based on remote sensing. Ecological Indicators 153, pages 110448.
Crossref
Crossref
Fei Xu, Stien Heremans & Ben Somers. (2022) Urban land cover mapping with Sentinel-2: a spectro-spatio-temporal analysis. Urban Informatics 1:1.
Crossref
Crossref
Shanshan Su, Jia Tian, Xinyu Dong, Qingjiu Tian, Ning Wang & Yanbiao Xi. (2022) An Impervious Surface Spectral Index on Multispectral Imagery Using Visible and Near-Infrared Bands. Remote Sensing 14:14, pages 3391.
Crossref
Crossref
Yong Ge, Xining Zhang, Peter M. Atkinson, Alfred Stein & Lianfa Li. (2022) Geoscience-aware deep learning: A new paradigm for remote sensing. Science of Remote Sensing 5, pages 100047.
Crossref
Crossref
Kapo Wong, Yuanzhi Zhang, Qiuming Cheng, Ming Chun Chao & Jin Yeu Tsou. (2022) Comparison of Impervious Surface Dynamics through Vegetation/High-Albedo/Low-Albedo/Soil Model and Socio-Economic Factors. Land 11:3, pages 430.
Crossref
Crossref
Jiadi Yin, Jinwei Dong, Nicholas A.S. Hamm, Zhichao Li, Jianghao Wang, Hanfa Xing & Ping Fu. (2021) Integrating remote sensing and geospatial big data for urban land use mapping: A review. International Journal of Applied Earth Observation and Geoinformation 103, pages 102514.
Crossref
Crossref
Shanshan Feng & Fenglei Fan. (2021) Analyzing the Effect of the Spectral Interference of Mixed Pixels Using Hyperspectral Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 1434-1446.
Crossref
Crossref
Fen Chen, Xingzhuang Chen, Tim Van de Voorde, Dar Roberts, Huajun Jiang & Wenbo Xu. (2020) Open water detection in urban environments using high spatial resolution remote sensing imagery. Remote Sensing of Environment 242, pages 111706.
Crossref
Crossref
Jonah Hall & A. K. M. Azad Hossain. (2020) Mapping Urbanization and Evaluating Its Possible Impacts on Stream Water Quality in Chattanooga, Tennessee, Using GIS and Remote Sensing. Sustainability 12:5, pages 1980.
Crossref
Crossref
Alessandro Sorichetta, Son V. Nghiem, Marco Masetti, Catherine Linard & Andreas Richter. (2020) Transformative Urban Changes of Beijing in the Decade of the 2000s. Remote Sensing 12:4, pages 652.
Crossref
Crossref
Wenliang Li. (2019) Mapping Urban Impervious Surfaces by Using Spectral Mixture Analysis and Spectral Indices. Remote Sensing 12:1, pages 94.
Crossref
Crossref
Xiaolin Chen, Xiuping Jia & Mark Pickering. (2019) A Nighttime Lights Adjusted Impervious Surface Index (NAISI) with Integration of Landsat Imagery and Nighttime Lights Data from International Space Station. International Journal of Applied Earth Observation and Geoinformation 83, pages 101889.
Crossref
Crossref
Qihao Weng. 2019. Techniques and Methods in Urban Remote Sensing. Techniques and Methods in Urban Remote Sensing
151
173
.
Qihao Weng. 2019. Techniques and Methods in Urban Remote Sensing. Techniques and Methods in Urban Remote Sensing
1
32
.
Yu, Zhao & Fu. (2019) Optimization of Impervious Surface Space Layout for Prevention of Urban Rainstorm Waterlogging: A Case Study of Guangzhou, China. International Journal of Environmental Research and Public Health 16:19, pages 3613.
Crossref
Crossref
Jinling Quan. (2019) Multi-Temporal Effects of Urban Forms and Functions on Urban Heat Islands Based on Local Climate Zone Classification. International Journal of Environmental Research and Public Health 16:12, pages 2140.
Crossref
Crossref
Shanshan Feng & Fenglei Fan. (2019) A Hierarchical Extraction Method of Impervious Surface Based on NDVI Thresholding Integrated With Multispectral and High-Resolution Remote Sensing Imageries. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12:5, pages 1461-1470.
Crossref
Crossref
Han Li, Long Li, Longqian Chen, Xisheng Zhou, Yifan Cui, Yunqiang Liu & Weiqiang Liu. (2019) Mapping and Characterizing Spatiotemporal Dynamics of Impervious Surfaces Using Landsat Images: A Case Study of Xuzhou, East China from 1995 to 2018. Sustainability 11:5, pages 1224.
Crossref
Crossref
Zhaogui Yan, Mingjun Teng, Wei He, Anqian Liu, Yiran Li & Pengcheng Wang. (2019) Impervious surface area is a key predictor for urban plant diversity in a city undergone rapid urbanization. Science of The Total Environment 650, pages 335-342.
Crossref
Crossref
Mark Z. Jacobson, Son V. Nghiem & Alessandro Sorichetta. (2019) Short‐Term Impacts of the Megaurbanizations of New Delhi and Los Angeles Between 2000 and 2009. Journal of Geophysical Research: Atmospheres 124:1, pages 35-56.
Crossref
Crossref
Genyun Sun, Yanan Kong, Xiuping Jia, Aizhu Zhang, Jun Rong & Hongzhang Ma. (2019) Synergistic Use of Optical and Dual-Polarized SAR Data With Multiple Kernel Learning for Urban Impervious Surface Mapping. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12:1, pages 223-236.
Crossref
Crossref
Hongsheng Zhang, Ting Wang, Yuhan Zhang, Yiru Dai, Jiangjie Jia, Chang Yu, Gang Li, Yinyi Lin, Hui Lin & Yang Cao. (2018) Quantifying Short-Term Urban Land Cover Change with Time Series Landsat Data: A Comparison of Four Different Cities. Sensors 18:12, pages 4319.
Crossref
Crossref
Changyu Zhu, Jun Li, Shaoquan Zhang, Changshan Wu, Bing Zhang, Lianru Gao & Antonio Plaza. (2018) Impervious Surface Extraction From Multispectral Images via Morphological Attribute Profiles Based on Spectral Analysis. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 11:12, pages 4775-4790.
Crossref
Crossref
Rudong Xu, Jin Liu & Jianhui Xu. (2018) Extraction of High-Precision Urban Impervious Surfaces from Sentinel-2 Multispectral Imagery via Modified Linear Spectral Mixture Analysis. Sensors 18:9, pages 2873.
Crossref
Crossref
Yihang Zhang, Giles M. Foody, Feng Ling, Xiaodong Li, Yong Ge, Yun Du & Peter M. Atkinson. (2018) Spatial-temporal fraction map fusion with multi-scale remotely sensed images. Remote Sensing of Environment 213, pages 162-181.
Crossref
Crossref
Yan YU, Wei Wei, Jun Li & Yanning Zhang. (2018) Urban Impervious Surface Extraction Based on the Integration of Remote Sensing Images and Social Media Data. Urban Impervious Surface Extraction Based on the Integration of Remote Sensing Images and Social Media Data.
Qingting Li, Linlin Lu, Hao Jiang, Jinhua Huang & Zhaohua Liu. (2018) Object-based urban land cover mapping using high-resolution airborne imagery and LiDAR data. Object-based urban land cover mapping using high-resolution airborne imagery and LiDAR data.
B Susilo, R Sulastri & F Khikmah. (2018) Accuracy Assessment of Land Cover Fraction Map Derived from Landsat 8 Imagery Using Linear Spectral Mixture Analysis Method. IOP Conference Series: Earth and Environmental Science 165, pages 012024.
Crossref
Crossref
Zina Mitraka & Nektarios Chrysoulakis. 2018. Multi-purposeful Application of Geospatial Data. Multi-purposeful Application of Geospatial Data.
Miao Li, Shuying Zang, Changshan Wu & Xiaodong Na. (2018) Spatial and temporal variation of the urban impervious surface and its driving forces in the central city of Harbin. Journal of Geographical Sciences 28:3, pages 323-336.
Crossref
Crossref
Chunzhu Wei & Thomas Blaschke. (2018) Pixel-Wise vs. Object-Based Impervious Surface Analysis from Remote Sensing: Correlations with Land Surface Temperature and Population Density. Urban Science 2:1, pages 2.
Crossref
Crossref
Lingfei Shi, Feng Ling, Yong Ge, Giles Foody, Xiaodong Li, Lihui Wang, Yihang Zhang & Yun Du. (2017) Impervious Surface Change Mapping with an Uncertainty-Based Spatial-Temporal Consistency Model: A Case Study in Wuhan City Using Landsat Time-Series Datasets from 1987 to 2016. Remote Sensing 9:11, pages 1148.
Crossref
Crossref
Chengbin Deng, Chaojun Li, Zhe Zhu, Weiying Lin & Li Xi. (2017) Subpixel urban impervious surface mapping: the impact of input Landsat images. ISPRS Journal of Photogrammetry and Remote Sensing 133, pages 89-103.
Crossref
Crossref
Genyun Sun, Xiaolin Chen, Jinchang Ren, Aizhu Zhang & Xiuping Jia. (2017) Stratified spectral mixture analysis of medium resolution imagery for impervious surface mapping. International Journal of Applied Earth Observation and Geoinformation 60, pages 38-48.
Crossref
Crossref
Yuqiu Jia, Lina Tang & Lin Wang. (2017) Influence of Ecological Factors on Estimation of Impervious Surface Area Using Landsat 8 Imagery. Remote Sensing 9:7, pages 751.
Crossref
Crossref
Jian Yang & Yuhong He. (2017) Automated mapping of impervious surfaces in urban and suburban areas: Linear spectral unmixing of high spatial resolution imagery. International Journal of Applied Earth Observation and Geoinformation 54, pages 53-64.
Crossref
Crossref
Yuanwei Qin, Xiangming Xiao, Jinwei Dong, Bangqian Chen, Fang Liu, Geli Zhang, Yao Zhang, Jie Wang & Xiaocui Wu. (2017) Quantifying annual changes in built-up area in complex urban-rural landscapes from analyses of PALSAR and Landsat images. ISPRS Journal of Photogrammetry and Remote Sensing 124, pages 89-105.
Crossref
Crossref
Zhenfeng Shao, Huyan Fu, Peng Fu & Li Yin. (2016) Mapping Urban Impervious Surface by Fusing Optical and SAR Data at the Decision Level. Remote Sensing 8:11, pages 945.
Crossref
Crossref
Michaela De GiglioMaria AlloccaFrancesca Franci. Multitemporal analysis of Landsat images to detect land use land cover changes for monitoring soil sealing in the Nola area (Naples, Italy). Multitemporal analysis of Landsat images to detect land use land cover changes for monitoring soil sealing in the Nola area (Naples, Italy).
Wei Wang, Xinfeng Yao & Minhe Ji. (2016) Integrating seasonal optical and thermal infrared spectra to characterize urban impervious surfaces with extreme spectral complexity: a Shanghai case study. Journal of Applied Remote Sensing 10:1, pages 016018.
Crossref
Crossref
Hongsheng Zhang, Hui Lin, Yuanzhi Zhang & Qihao Weng. 2015. Remote Sensing of Impervious Surfaces in Tropical and Subtropical Areas. Remote Sensing of Impervious Surfaces in Tropical and Subtropical Areas
106
115
.
Jian Yang & Peijun Li. (2015) Impervious surface extraction in urban areas from high spatial resolution imagery using linear spectral unmixing. Remote Sensing Applications: Society and Environment 1, pages 61-71.
Crossref
Crossref
Mark Z. Jacobson, Son V. Nghiem, Alessandro Sorichetta & Natasha Whitney. (2015) Ring of impact from the mega‐urbanization of Beijing between 2000 and 2009. Journal of Geophysical Research: Atmospheres 120:12, pages 5740-5756.
Crossref
Crossref
Qihao Weng, Xuefei Hu, Dale A. Quattrochi & Hua Liu. (2014) Assessing Intra-Urban Surface Energy Fluxes Using Remotely Sensed ASTER Imagery and Routine Meteorological Data: A Case Study in Indianapolis, U.S.A.. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 7:10, pages 4046-4057.
Crossref
Crossref
AmirReza Shahtahmassebi, Yi Pan, Lin Lin, Ashton Shortridge, Ke Wang, Jie Xia Wu, Di Wu & Jing Zhang. (2014) Implications of land use policy on impervious surface cover change in Cixi County, Zhejiang Province, China. Cities 39, pages 21-36.
Crossref
Crossref
Wei Wang, Xinfeng Yao, Junpeng Zhai & Minhe Ji. (2014) A Tetrahedron-Based Endmember Selection Approach for Urban Impervious Surface Mapping. PLoS ONE 9:6, pages e93479.
Crossref
Crossref
Trung Tran, Jason Julian & Kirsten de Beurs. (2014) Land Cover Heterogeneity Effects on Sub-Pixel and Per-Pixel Classifications. ISPRS International Journal of Geo-Information 3:2, pages 540-553.
Crossref
Crossref
Jian Yang, Yuhong He & Takashi Oguchi. (2014) An endmember optimization approach for linear spectral unmixing of fine-scale urban imagery. International Journal of Applied Earth Observation and Geoinformation 27, pages 137-146.
Crossref
Crossref
Youngjoo Kwak, Jonggeol Park & Kazuhiko Fukami. (2014) Near Real-Time Flood Volume Estimation From MODIS Time-Series Imagery in the Indus River Basin. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 7:2, pages 578-586.
Crossref
Crossref
Xiaohua Tong, Xue Zhang, Jie Shan, Huan Xie & Miaolong Liu. (2013) Attraction-Repulsion Model-Based Subpixel Mapping of Multi-/Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing 51:5, pages 2799-2814.
Crossref
Crossref
Wiesam Essa, Boud Verbeiren, Johannes van der Kwast, Tim Van de Voorde & Okke Batelaan. (2012) Evaluation of the DisTrad thermal sharpening methodology for urban areas. International Journal of Applied Earth Observation and Geoinformation 19, pages 163-172.
Crossref
Crossref
Hongsheng Zhang, Yuanzhi Zhang & Hui Lin. (2012) A comparison study of impervious surfaces estimation using optical and SAR remote sensing images. International Journal of Applied Earth Observation and Geoinformation 18, pages 148-156.
Crossref
Crossref
Junmei Tang, Fang Chen & Stuart S. Schwartz. (2012) Assessing spatiotemporal variations of greenness in the Baltimore–Washington corridor area. Landscape and Urban Planning 105:3, pages 296-306.
Crossref
Crossref
Yingbin Deng, Fenglei Fan & Renrong Chen. (2012) Extraction and Analysis of Impervious Surfaces Based on a Spectral Un-Mixing Method Using Pearl River Delta of China Landsat TM/ETM+ Imagery from 1998 to 2008. Sensors 12:2, pages 1846-1862.
Crossref
Crossref
Zina Mitraka, Nektarios Chrysoulakis, Yiannis Kamarianakis, Panagiotis Partsinevelos & Androniki Tsouchlaraki. (2012) Improving the estimation of urban surface emissivity based on sub-pixel classification of high resolution satellite imagery. Remote Sensing of Environment 117, pages 125-134.
Crossref
Crossref
Qihao Weng. (2012) Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends. Remote Sensing of Environment 117, pages 34-49.
Crossref
Crossref
Yuyu Zhou, Qihao Weng, Kevin R. Gurney, Yanmin Shuai & Xuefei Hu. (2012) Estimation of the relationship between remotely sensed anthropogenic heat discharge and building energy use. ISPRS Journal of Photogrammetry and Remote Sensing 67, pages 65-72.
Crossref
Crossref
Patrick Leinenkugel, Thomas Esch & Claudia Kuenzer. (2011) Settlement detection and impervious surface estimation in the Mekong Delta using optical and SAR remote sensing data. Remote Sensing of Environment 115:12, pages 3007-3019.
Crossref
Crossref
Dengsheng Lu, Guiying Li, Emilio Moran, Mateus Batistella & Corina C. Freitas. (2011) Mapping impervious surfaces with the integrated use of Landsat Thematic Mapper and radar data: A case study in an urban–rural landscape in the Brazilian Amazon. ISPRS Journal of Photogrammetry and Remote Sensing 66:6, pages 798-808.
Crossref
Crossref
Qihao Weng, Umamaheshwaran Rajasekar & Xuefei Hu. (2011) Modeling Urban Heat Islands and Their Relationship With Impervious Surface and Vegetation Abundance by Using ASTER Images. IEEE Transactions on Geoscience and Remote Sensing 49:10, pages 4080-4089.
Crossref
Crossref
Wieke Heldens, Uta Heiden, Thomas Esch, Enrico Stein & Andreas Müller. (2011) Can the Future EnMAP Mission Contribute to Urban Applications? A Literature Survey. Remote Sensing 3:9, pages 1817-1846.
Crossref
Crossref
Thomas Blaschke, Geoffrey J. Hay, Qihao Weng & Bernd Resch. (2011) Collective Sensing: Integrating Geospatial Technologies to Understand Urban Systems—An Overview. Remote Sensing 3:8, pages 1743-1776.
Crossref
Crossref
Dengsheng Lu, Emilio Moran & Scott Hetrick. (2011) Detection of impervious surface change with multitemporal Landsat images in an urban–rural frontier. ISPRS Journal of Photogrammetry and Remote Sensing 66:3, pages 298-306.
Crossref
Crossref