Simple yet efficient downscaling of land surface temperatures by suitably integrating kernel- and fusion-based methods

Downscaling land surface temperature: A framework based on geographically and temporally neural network weighted autoregressive model with spatio-temporal fused scaling factors

(2022) Jinhua Wu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A new nonlinear method for downscaling land surface temperature by integrating guided and Gaussian filtering

(2022) Fengxiang Guo et al.   REMOTE SENSING OF ENVIRONMENT

Generating gapless land surface temperature with a high spatio-temporal resolution by fusing multi-source satellite-observed and model-simulated data

(2022) Jun Ma et al.   REMOTE SENSING OF ENVIRONMENT

Satellite-derived land surface temperature spatial sharpening: A comprehensive review on current status and perspectives

(2022) Mohammad Karimi Firozjaei et al.   European Journal of Remote Sensing

Resolution Enhancement of Remotely Sensed Land Surface Temperature: Current Status and Perspectives

(2021) Qi Mao et al.   Remote Sensing

Multi‐sensor approach for high space and time resolution land surface temperature

(2021) Ankur R. Desai et al.   Earth and Space Science

Evaluation of Landsat 8-like Land Surface Temperature by Fusing Landsat 8 and MODIS Land Surface Temperature Product

(2021) Shenglin Li et al.   Processes

Marshland loss warms local land surface temperature in China

(2020) Xiangjin Shen et al.   GEOPHYSICAL RESEARCH LETTERS

Thermal unmixing based downscaling for fine resolution diurnal land surface temperature analysis

(2020) Jiong Wang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Modifying an Image Fusion Approach for High Spatiotemporal LST Retrieval in Surface Dryness and Evapotranspiration Estimations

(2020) Tri Wandi Januar et al.   Remote Sensing

Generation of MODIS-like land surface temperatures under all-weather conditions based on a data fusion approach

(2020) Di Long et al.   REMOTE SENSING OF ENVIRONMENT

Spatiotemporal Fusion of Land Surface Temperature Based on a Convolutional Neural Network

(2020) Zhixiang Yin et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Downscaling MODIS land surface temperature over a heterogeneous area: An investigation of machine learning techniques, feature selection, and impacts of mixed pixels

(2019) Hamid Ebrahimy et al.   COMPUTERS & GEOSCIENCES

Multi-year comparison of the effects of spatial pattern of urban green spaces on urban land surface temperature

(2019) Mahyar Masoudi et al.   LANDSCAPE AND URBAN PLANNING

Combining kernel-driven and fusion-based methods to generate daily high-spatial-resolution land surface temperatures

(2019) Haiping Xia et al.   REMOTE SENSING OF ENVIRONMENT

A Geographically and Temporally Weighted Regression Model for Spatial Downscaling of MODIS Land Surface Temperatures Over Urban Heterogeneous Regions

(2019) Yidong Peng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

(2019) Wan Li et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

The assessment of different vegetation indices for spatial disaggregating of thermal imagery over the humid agricultural region

(2019) Kai Liu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

An Operational Land Surface Temperature Product for Landsat Thermal Data: Methodology and Validation

(2018) Nabin K. Malakar et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An integrated model for generating hourly Landsat-like land surface temperatures over heterogeneous landscapes

(2018) Jinling Quan et al.   REMOTE SENSING OF ENVIRONMENT

“Regression-then-Fusion” or “Fusion-then-Regression”? A Theoretical Analysis for Generating High Spatiotemporal Resolution Land Surface Temperatures

(2018) Haiping Xia et al.   Remote Sensing

Downscaling Land Surface Temperature in an Arid Area by Using Multiple Remote Sensing Indices with Random Forest Regression

(2017) Yingbao Yang et al.   Remote Sensing

Downscaling of Landsat and MODIS Land Surface Temperature Over the Heterogeneous Urban Area of Milan

(2016) Stefania Bonafoni   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Evaluation of Disaggregation Methods for Downscaling MODIS Land Surface Temperature to Landsat Spatial Resolution in Barrax Test Site

(2016) Mar Bisquert et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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

(2016) Si-Bo Duan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Long-term and fine-scale satellite monitoring of the urban heat island effect by the fusion of multi-temporal and multi-sensor remote sensed data: A 26-year case study of the city of Wuhan in China

(2016) Huanfeng Shen et al.   REMOTE SENSING OF ENVIRONMENT

A flexible spatiotemporal method for fusing satellite images with different resolutions

(2016) Xiaolin Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Downscaling land surface temperatures at regional scales with random forest regression

(2016) Christopher Hutengs et al.   REMOTE SENSING OF ENVIRONMENT

Quantification of the Scale Effect in Downscaling Remotely Sensed Land Surface Temperature

(2016) Ji Zhou et al.   Remote Sensing

Integrated fusion of multi-scale polar-orbiting and geostationary satellite observations for the mapping of high spatial and temporal resolution land surface temperature

(2015) Penghai Wu et al.   REMOTE SENSING OF ENVIRONMENT

Advancing of Land Surface Temperature Retrieval Using Extreme Learning Machine and Spatio-Temporal Adaptive Data Fusion Algorithm

(2015) Yang Bai et al.   Remote Sensing

Hyperspectral imagery for disaggregation of land surface temperature with selected regression algorithms over different land use land cover scenes

(2014) Aniruddha Ghosh et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Modeling diurnal land temperature cycles over Los Angeles using downscaled GOES imagery

(2014) Qihao Weng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Generating daily land surface temperature at Landsat resolution by fusing Landsat and MODIS data

(2014) Qihao Weng et al.   REMOTE SENSING OF ENVIRONMENT

Generating High Spatiotemporal Resolution Land Surface Temperature for Urban Heat Island Monitoring

(2013) Bo Huang et al.   IEEE Geoscience and Remote Sensing Letters

Land-surface temperature retrieval at high spatial and temporal resolutions based on multi-sensor fusion

(2013) Penghai Wu et al.   International Journal of Digital Earth

Achieving downscaling of Meteosat thermal infrared imagery using artificial neural networks

(2013) Stavros Kolios et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

An Emissivity Modulation Method for Spatial Enhancement of Thermal Satellite Images in Urban Heat Island Analysis

(2013) Janet Nichol   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Satellite-derived land surface temperature: Current status and perspectives

(2013) Zhao-Liang Li et al.   REMOTE SENSING OF ENVIRONMENT

Disaggregation of remotely sensed land surface temperature: Literature survey, taxonomy, issues, and caveats

(2013) Wenfeng Zhan et al.   REMOTE SENSING OF ENVIRONMENT

Thermal-based techniques for land cover change detection using a new dynamic MODIS multispectral emissivity product (MOD21)

(2013) Glynn Hulley et al.   REMOTE SENSING OF ENVIRONMENT

Downscaling Land Surface Temperature in an Urban Area: A Case Study for Hamburg, Germany

(2012) Benjamin Bechtel et al.   Remote Sensing

A Data Mining Approach for Sharpening Thermal Satellite Imagery over Land

(2012) Feng Gao et al.   Remote Sensing

Residual errors in ASTER temperature and emissivity standard products AST08 and AST05

(2011) Alan R. Gillespie et al.   REMOTE SENSING OF ENVIRONMENT

High-resolution urban thermal sharpener (HUTS)

(2011) Anthony Dominguez et al.   REMOTE SENSING OF ENVIRONMENT

Downscaling land surface temperature for urban heat island diurnal cycle analysis

(2011) Klemen Zakšek et al.   REMOTE SENSING OF ENVIRONMENT

An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions

(2010) Xiaolin Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Thermal infrared remote sensing for urban climate and environmental studies: Methods, applications, and trends

(2009) Qihao Weng   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING