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Satellite Remote Sensing of Global Land Surface Temperature: Definition, Methods, Products, and Applications

Reviews of geophysics (1985), 2023-03, Vol.61 (1), p.n/a

2023

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Validation of Collection 6 MODIS land surface temperature product using in situ measurements

Remote sensing of environment, 2019-05, Vol.225, p.16-29

2019

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Spatial Downscaling of MODIS Land Surface Temperatures Using Geographically Weighted Regression: Case Study in Northern China

IEEE transactions on geoscience and remote sensing, 2016-11, Vol.54 (11), p.6458-6469

2016

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IEEE_Xplore

Generation of Spatial-Seamless AMSR2 Land Surface Temperature in China During 2012-2020 Using a Deep Neural Network

IEEE transactions on geoscience and remote sensing, 2023, Vol.61, p.1-18

2023

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IEEE_Xplore

A Novel Approach to All-Weather LST Estimation Using XGBoost Model and Multisource Data

IEEE transactions on geoscience and remote sensing, 2023, Vol.61, p.1-14

2023

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IEEE_Xplore

An Uncertainty-Based Validation Method for Surface Temperature Products Derived From Sentinel-3/SLSTR Using Ground Measurements

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-20

2024

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IEEE_Xplore

Thermal Infrared Hyperspectral Band Selection via Graph Neural Network for Land Surface Temperature Retrieval

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-14

2024

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IEEE_Xplore

Evaluation of Three Land Surface Temperature Products From Landsat Series Using in Situ Measurements

IEEE transactions on geoscience and remote sensing, 2023, Vol.61, p.1-19

2023

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IEEE_Xplore

Retrieval of Land Surface Temperature With Topographic Effect Correction From Landsat 8 Thermal Infrared Data in Mountainous Areas

IEEE transactions on geoscience and remote sensing, 2021-08, Vol.59 (8), p.6674-6687

2021

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IEEE_Xplore

Evaluation of Machine Learning Algorithms in Spatial Downscaling of MODIS Land Surface Temperature

IEEE journal of selected topics in applied earth observations and remote sensing, 2019-07, Vol.12 (7), p.2299-2307

2019

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Land Surface Temperature Retrieval From Landsat 8 Thermal Infrared Data Over Urban Areas Considering Geometry Effect: Method and Application

IEEE transactions on geoscience and remote sensing, 2022, Vol.60, p.1-16

2022

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IEEE_Xplore

Reconstruction of daytime land surface temperatures under cloud-covered conditions using integrated MODIS/Terra land products and MSG geostationary satellite data

Remote sensing of environment, 2020-09, Vol.247, p.111931, Article 111931

2020

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Hyperspectral Estimation of Soil Organic Matter Content using Different Spectral Preprocessing Techniques and PLSR Method

Remote sensing (Basel, Switzerland), 2020-04, Vol.12 (7), p.1206

2020

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A physical-based method for pixel-by-pixel quantifying uncertainty of land surface temperature retrieval from satellite thermal infrared data using the generalized split-window algorithm

IEEE transactions on geoscience and remote sensing, 2023-01, Vol.61, p.1-1

2023

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IEEE_Xplore

Inversion of the PROSAIL model to estimate leaf area index of maize, potato, and sunflower fields from unmanned aerial vehicle hyperspectral data

International journal of applied earth observation and geoinformation, 2014-02, Vol.26, p.12-20

2014

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Retrieval of Land Surface Temperature over Mountainous Areas Using Fengyun-3D MERSI-II Data

Remote sensing (Basel, Switzerland), 2023-12, Vol.15 (23), p.5465

2023

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Evaluation of Seven Atmospheric Profiles from Reanalysis and Satellite-Derived Products: Implication for Single-Channel Land Surface Temperature Retrieval

Remote sensing (Basel, Switzerland), 2020-03, Vol.12 (5), p.791

2020

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Evaluation of six land-surface diurnal temperature cycle models using clear-sky in situ and satellite data

Remote sensing of environment, 2012-09, Vol.124, p.15-25

2012

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A framework for the retrieval of all-weather land surface temperature at a high spatial resolution from polar-orbiting thermal infrared and passive microwave data

Remote sensing of environment, 2017-06, Vol.195, p.107-117

2017

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Land Surface Temperature Retrieval from Passive Microwave Satellite Observations: State-of-the-Art and Future Directions

Remote sensing (Basel, Switzerland), 2020-08, Vol.12 (16), p.2573

2020

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Interannual Spatiotemporal Variations of Land Surface Temperature in China From 2003 to 2018

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.1783-1795

2021

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Characterization of maximum land surface temperatures in 16 years from MODIS in Iran

Environmental earth sciences, 2018-06, Vol.77 (12), p.1-11, Article 450

2018

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A Method for Deriving Relative Humidity From MODIS Data Under All-Sky Conditions

IEEE transactions on geoscience and remote sensing, 2021-11, Vol.59 (11), p.8992-9006

2021

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IEEE_Xplore

Mapping of lakes in the Qinghai-Tibet Plateau from 2016 to 2021: trend and potential regularity

International journal of digital earth, 2022-12, Vol.15 (1), p.1692-1714

2022

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A practical method for reducing terrain effect on land surface temperature using random forest regression

Remote sensing of environment, 2019-02, Vol.221, p.635-649

2019

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Satellite Remote Sensing of Global Land Surface Temperature: Definition, Methods, Products, and Applications

Validation of Collection 6 MODIS land surface temperature product using in situ measurements

Spatial Downscaling of MODIS Land Surface Temperatures Using Geographically Weighted Regression: Case Study in Northern China

Generation of Spatial-Seamless AMSR2 Land Surface Temperature in China During 2012-2020 Using a Deep Neural Network

A Novel Approach to All-Weather LST Estimation Using XGBoost Model and Multisource Data

An Uncertainty-Based Validation Method for Surface Temperature Products Derived From Sentinel-3/SLSTR Using Ground Measurements

Thermal Infrared Hyperspectral Band Selection via Graph Neural Network for Land Surface Temperature Retrieval

Evaluation of Three Land Surface Temperature Products From Landsat Series Using in Situ Measurements

Retrieval of Land Surface Temperature With Topographic Effect Correction From Landsat 8 Thermal Infrared Data in Mountainous Areas

Evaluation of Machine Learning Algorithms in Spatial Downscaling of MODIS Land Surface Temperature

Land Surface Temperature Retrieval From Landsat 8 Thermal Infrared Data Over Urban Areas Considering Geometry Effect: Method and Application

Reconstruction of daytime land surface temperatures under cloud-covered conditions using integrated MODIS/Terra land products and MSG geostationary satellite data

Hyperspectral Estimation of Soil Organic Matter Content using Different Spectral Preprocessing Techniques and PLSR Method

A physical-based method for pixel-by-pixel quantifying uncertainty of land surface temperature retrieval from satellite thermal infrared data using the generalized split-window algorithm

Inversion of the PROSAIL model to estimate leaf area index of maize, potato, and sunflower fields from unmanned aerial vehicle hyperspectral data

Retrieval of Land Surface Temperature over Mountainous Areas Using Fengyun-3D MERSI-II Data

Evaluation of Seven Atmospheric Profiles from Reanalysis and Satellite-Derived Products: Implication for Single-Channel Land Surface Temperature Retrieval

Evaluation of six land-surface diurnal temperature cycle models using clear-sky in situ and satellite data

A framework for the retrieval of all-weather land surface temperature at a high spatial resolution from polar-orbiting thermal infrared and passive microwave data

Land Surface Temperature Retrieval from Passive Microwave Satellite Observations: State-of-the-Art and Future Directions

Interannual Spatiotemporal Variations of Land Surface Temperature in China From 2003 to 2018

Characterization of maximum land surface temperatures in 16 years from MODIS in Iran

A Method for Deriving Relative Humidity From MODIS Data Under All-Sky Conditions

Mapping of lakes in the Qinghai-Tibet Plateau from 2016 to 2021: trend and potential regularity

A practical method for reducing terrain effect on land surface temperature using random forest regression

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