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Analysis of Long-Term Variability In Land SurfaceTemperature (LST) Using High-Resolution Datasetwith a Machine Learning Approach

https://doi.org/10.2139/ssrn.5938115
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An assessment of the effectiveness of a random forest classifier for land-cover classification
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Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors
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On the land emissivity assumption and Landsat-derived surface urban heat islands: A global analysis
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Impact of urban heat island formation on energy consumption in Delhi
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Emissivity measurements of several soils and vegetation types in the 8–14, μm Wave band: Analysis of two field methods
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Land use and land cover (LULC) performance modeling using machine learning algorithms: a case study of the city of Melbourne, Australia
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Use of normalized difference built-up index in automatically mapping urban areas from TM imagery
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Random forest classifier for remote sensing classification
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The development of spectral indices for detecting built-up land areas and their relationship with land-surface temperature
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Quantifying Spatial–Temporal Pattern of Urban Heat Island in Beijing: An Improved Assessment Using Land Surface Temperature (LST) Time Series Observations From LANDSAT, MODIS, and Chinese New Satellite GaoFen-1
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Multiple classifiers applied to multisource remote sensing data
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Revised landsat-5 tm radiometric calibration procedures and postcalibration dynamic ranges
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An Operational Land Surface Temperature Product for Landsat Thermal Data: Methodology and Validation
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The NCEP/NCAR 40-Year Reanalysis Project
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The ERA‐40 re‐analysis
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Characterization of the Landsat-7 ETM+ Automated Cloud-Cover Assessment (ACCA) Algorithm
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Random Forest (RF) and Artificial Neural Network (ANN) Algorithms for LULC Mapping
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Google Earth Engine Applications Since Inception: Usage, Trends, and Potential
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Google Earth Engine Open-Source Code for Land Surface Temperature Estimation from the Landsat Series
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Meteosat Land Surface Temperature Climate Data Record: Achievable Accuracy and Potential Uncertainties
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Comparison Between Fractional Vegetation Cover Retrievals from Vegetation Indices and Spectral Mixture Analysis: Case Study of PROBA/CHRIS Data Over an Agricultural Area
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