Local Climate Zone Mapping Using Multi-Source Free Available Datasets on Google Earth Engine Platform
暂无分享,去创建一个
[1] Linda See,et al. Using OpenStreetMap (OSM) to enhance the classification of local climate zones in the framework of WUDAPT , 2019, Urban Climate.
[2] Cheolhee Yoo,et al. Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat images , 2019, ISPRS Journal of Photogrammetry and Remote Sensing.
[3] C. Ren,et al. Assessment of Local Climate Zone Classification Maps of Cities in China and Feasible Refinements , 2019, Scientific Reports.
[4] Frieke Van Coillie,et al. Influence of neighbourhood information on 'Local Climate Zone' mapping in heterogeneous cities , 2017, Int. J. Appl. Earth Obs. Geoinformation.
[5] Xiao Xiang Zhu,et al. Feature Extraction and Selection of Sentinel-1 Dual-Pol Data for Global-Scale Local Climate Zone Classification , 2018, ISPRS Int. J. Geo Inf..
[6] S. K. McFeeters. The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features , 1996 .
[7] Jan Geletič,et al. GIS-based delineation of local climate zones: The case of medium-sized Central European cities , 2016 .
[8] Xavier Blaes,et al. Efficiency of crop identification based on optical and SAR image time series , 2005 .
[9] R. Forkel,et al. Secondary effects of urban heat island mitigation measures on air quality , 2016 .
[10] T. Oke. The energetic basis of the urban heat island , 1982 .
[11] Xiao Xiang Zhu,et al. Local climate zone-based urban land cover classification from multi-seasonal Sentinel-2 images with a recurrent residual network , 2019, ISPRS journal of photogrammetry and remote sensing : official publication of the International Society for Photogrammetry and Remote Sensing.
[12] Ferdinando Salata,et al. Relating microclimate, human thermal comfort and health during heat waves: An analysis of heat island mitigation strategies through a case study in an urban outdoor environment , 2017 .
[13] Claudia Notarnicola,et al. Synergetic Use of Sentinel-1 and Sentinel-2 Data for Soil Moisture Mapping at Plot Scale , 2018, Remote. Sens..
[14] Ran Wang,et al. Investigating the relationship between local climate zone and land surface temperature using an improved WUDAPT methodology – A case study of Yangtze River Delta, China , 2017, Urban Climate.
[15] C. Tucker. Red and photographic infrared linear combinations for monitoring vegetation , 1979 .
[16] Xi Li,et al. Mapping Urban Extent Using Luojia 1-01 Nighttime Light Imagery , 2018, Sensors.
[17] Tobias Bolch,et al. Mapping of glacial lakes using Sentinel-1 and Sentinel-2 data and a random forest classifier: Strengths and challenges , 2020, Science of Remote Sensing.
[18] C. Sharma,et al. Study of intra-city urban heat island intensity and its influence on atmospheric chemistry and energy consumption in Delhi , 2017 .
[19] Xiao Xiang Zhu,et al. Feature Importance Analysis for Local Climate Zone Classification Using a Residual Convolutional Neural Network with Multi-Source Datasets , 2018, Remote. Sens..
[20] Michael Dixon,et al. Google Earth Engine: Planetary-scale geospatial analysis for everyone , 2017 .
[21] Benjamin Bechtel,et al. Global transferability of local climate zone models , 2019, Urban Climate.
[22] Lukas W. Lehnert,et al. Land Cover Classification using Google Earth Engine and Random Forest Classifier - The Role of Image Composition , 2020, Remote. Sens..
[23] Y. F. Pradhesta,et al. Local Climate Zone classification for climate-based urban planning using Landsat 8 Imagery (A case study in Yogyakarta Urban Area) , 2019, IOP Conference Series: Earth and Environmental Science.
[24] Wei Dai,et al. Local Climate Zone Study for Sustainable Megacities Development by Using Improved WUDAPT Methodology – A Case Study in Guangzhou , 2016 .
[25] Joni Storie,et al. Evaluating SAR-Optical Image Fusions for Urban LULC Classification in Vancouver Canada , 2014 .
[26] M. Santamouris,et al. Synergies between Urban Heat Island and Heat Waves in Athens (Greece), during an extremely hot summer (2012) , 2017, Scientific Reports.
[27] C. Ren,et al. Mapping the local climate zones of urban areas by GIS-based and WUDAPT methods: A case study of Hong Kong , 2017, Urban Climate.
[28] S. Grimmond. Urbanization and global environmental change: local effects of urban warming , 2007 .
[29] Linda See,et al. Generating WUDAPT Level 0 data – Current status of production and evaluation , 2019, Urban Climate.
[30] C. Woodcock,et al. Improvement and expansion of the Fmask algorithm: cloud, cloud shadow, and snow detection for Landsats 4–7, 8, and Sentinel 2 images , 2015 .