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

Remote sensing (Basel, Switzerland), 2018-09, Vol.10 (9), p.1382

2018

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Effects of Driving Factors on Forest Aboveground Biomass (AGB) in China’s Loess Plateau by Using Spatial Regression Models

Remote sensing (Basel, Switzerland), 2022-06, Vol.14 (12), p.2842

2022

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A Geographically Weighted Regression Analysis of the Underlying Factors Related to the Surface Urban Heat Island Phenomenon

Remote sensing (Basel, Switzerland), 2018-09, Vol.10 (9), p.1428

2018

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Comparison of Spatial Interpolation and Regression Analysis Models for an Estimation of Monthly Near Surface Air Temperature in China

Remote sensing (Basel, Switzerland), 2017-12, Vol.9 (12), p.1278

2017

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Machine Learning Regression Analysis for Estimation of Crop Emergence Using Multispectral UAV Imagery

Remote sensing (Basel, Switzerland), 2021-08, Vol.13 (15), p.2918

2021

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Research on the Ionospheric Delay of Long-Range Short-Wave Propagation Based on a Regression Analysis

Remote sensing (Basel, Switzerland), 2024-01, Vol.16 (3), p.553

2024

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Integrating Spectral and Textural Information for Monitoring the Growth of Pear Trees Using Optical Images from the UAV Platform

Remote sensing (Basel, Switzerland), 2021-05, Vol.13 (9), p.1795

2021

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Monsoon-Based Linear Regression Analysis for Filling Data Gaps in Gravity Recovery and Climate Experiment Satellite Observations

Remote sensing (Basel, Switzerland), 2024-04, Vol.16 (8), p.1424

2024

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Desertification Susceptibility Mapping Using Logistic Regression Analysis in the Djelfa Area, Algeria

Remote sensing (Basel, Switzerland), 2017-10, Vol.9 (10), p.1031

2017

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Multiple Regression Analysis for Unmixing of Surface Temperature Data in an Urban Environment

Remote sensing (Basel, Switzerland), 2017-07, Vol.9 (7), p.684

2017

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The Interannual Calibration and Global Nighttime Light Fluctuation Assessment Based on Pixel-Level Linear Regression Analysis

Remote sensing (Basel, Switzerland), 2019-09, Vol.11 (18), p.2185

2019

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Integrative 3D Geological Modeling Derived from SWIR Hyperspectral Imaging Techniques and UAV-Based 3D Model for Carbonate Rocks

Remote sensing (Basel, Switzerland), 2021-08, Vol.13 (15), p.3037

2021

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Regression Analysis of Subsidence in the Como Basin (Northern Italy): New Insights on Natural and Anthropic Drivers from InSAR Data

Remote sensing (Basel, Switzerland), 2020-09, Vol.12 (18), p.2931

2020

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Improving Spatial Coverage for Aqua MODIS AOD using NDVI-Based Multi-Temporal Regression Analysis

Remote sensing (Basel, Switzerland), 2017-04, Vol.9 (4), p.340

2017

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A Remote Sensing Approach for Surface Urban Heat Island Modeling in a Tropical Colombian City Using Regression Analysis and Machine Learning Algorithms

Remote sensing (Basel, Switzerland), 2021-11, Vol.13 (21), p.4256

2021

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Improving Mean Minimum and Maximum Month-to-Month Air Temperature Surfaces Using Satellite-Derived Land Surface Temperature

Remote sensing (Basel, Switzerland), 2017-12, Vol.9 (12), p.1313

2017

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Retrieving Soybean Leaf Area Index from Unmanned Aerial Vehicle Hyperspectral Remote Sensing: Analysis of RF, ANN, and SVM Regression Models

Remote sensing (Basel, Switzerland), 2017-04, Vol.9 (4), p.309

2017

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Evaluating the Differences in Modeling Biophysical Attributes between Deciduous Broadleaved and Evergreen Conifer Forests Using Low-Density Small-Footprint LiDAR Data

Remote sensing (Basel, Switzerland), 2017-06, Vol.9 (6), p.572

2017

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Novel Ensemble of Multivariate Adaptive Regression Spline with Spatial Logistic Regression and Boosted Regression Tree for Gully Erosion Susceptibility

Remote sensing (Basel, Switzerland), 2020-10, Vol.12 (20), p.3284

2020

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Comparison of Multiple Linear Regression, Cubist Regression, and Random Forest Algorithms to Estimate Daily Air Surface Temperature from Dynamic Combinations of MODIS LST Data

Remote sensing (Basel, Switzerland), 2017-05, Vol.9 (5), p.398

2017

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Ecological Risk Assessment and Impact Factor Analysis of Alpine Wetland Ecosystem Based on LUCC and Boosted Regression Tree on the Zoige Plateau, China

Remote sensing (Basel, Switzerland), 2020-02, Vol.12 (3), p.368

2020

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Estimation of Leaf Nitrogen Content in Wheat Using New Hyperspectral Indices and a Random Forest Regression Algorithm

Remote sensing (Basel, Switzerland), 2018-12, Vol.10 (12), p.1940

2018

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Ozone Trend Analysis in Natal (5.4°S, 35.4°W, Brazil) Using Multi-Linear Regression and Empirical Decomposition Methods over 22 Years of Observations

Remote sensing (Basel, Switzerland), 2024-01, Vol.16 (1), p.208

2024

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Winter Wheat Nitrogen Status Estimation Using UAV-Based RGB Imagery and Gaussian Processes Regression

Remote sensing (Basel, Switzerland), , Vol.12 (22), p.3778

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Integration of Information Theory, K-Means Cluster Analysis and the Logistic Regression Model for Landslide Susceptibility Mapping in the Three Gorges Area, China

Remote sensing (Basel, Switzerland), 2017-09, Vol.9 (9), p.938

2017

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

Effects of Driving Factors on Forest Aboveground Biomass (AGB) in China’s Loess Plateau by Using Spatial Regression Models

A Geographically Weighted Regression Analysis of the Underlying Factors Related to the Surface Urban Heat Island Phenomenon

Comparison of Spatial Interpolation and Regression Analysis Models for an Estimation of Monthly Near Surface Air Temperature in China

Machine Learning Regression Analysis for Estimation of Crop Emergence Using Multispectral UAV Imagery

Research on the Ionospheric Delay of Long-Range Short-Wave Propagation Based on a Regression Analysis

Integrating Spectral and Textural Information for Monitoring the Growth of Pear Trees Using Optical Images from the UAV Platform

Monsoon-Based Linear Regression Analysis for Filling Data Gaps in Gravity Recovery and Climate Experiment Satellite Observations

Desertification Susceptibility Mapping Using Logistic Regression Analysis in the Djelfa Area, Algeria

Multiple Regression Analysis for Unmixing of Surface Temperature Data in an Urban Environment

The Interannual Calibration and Global Nighttime Light Fluctuation Assessment Based on Pixel-Level Linear Regression Analysis

Integrative 3D Geological Modeling Derived from SWIR Hyperspectral Imaging Techniques and UAV-Based 3D Model for Carbonate Rocks

Regression Analysis of Subsidence in the Como Basin (Northern Italy): New Insights on Natural and Anthropic Drivers from InSAR Data

Improving Spatial Coverage for Aqua MODIS AOD using NDVI-Based Multi-Temporal Regression Analysis

A Remote Sensing Approach for Surface Urban Heat Island Modeling in a Tropical Colombian City Using Regression Analysis and Machine Learning Algorithms

Improving Mean Minimum and Maximum Month-to-Month Air Temperature Surfaces Using Satellite-Derived Land Surface Temperature

Retrieving Soybean Leaf Area Index from Unmanned Aerial Vehicle Hyperspectral Remote Sensing: Analysis of RF, ANN, and SVM Regression Models

Evaluating the Differences in Modeling Biophysical Attributes between Deciduous Broadleaved and Evergreen Conifer Forests Using Low-Density Small-Footprint LiDAR Data

Novel Ensemble of Multivariate Adaptive Regression Spline with Spatial Logistic Regression and Boosted Regression Tree for Gully Erosion Susceptibility

Comparison of Multiple Linear Regression, Cubist Regression, and Random Forest Algorithms to Estimate Daily Air Surface Temperature from Dynamic Combinations of MODIS LST Data

Ecological Risk Assessment and Impact Factor Analysis of Alpine Wetland Ecosystem Based on LUCC and Boosted Regression Tree on the Zoige Plateau, China

Estimation of Leaf Nitrogen Content in Wheat Using New Hyperspectral Indices and a Random Forest Regression Algorithm

Ozone Trend Analysis in Natal (5.4°S, 35.4°W, Brazil) Using Multi-Linear Regression and Empirical Decomposition Methods over 22 Years of Observations

Winter Wheat Nitrogen Status Estimation Using UAV-Based RGB Imagery and Gaussian Processes Regression

Integration of Information Theory, K-Means Cluster Analysis and the Logistic Regression Model for Landslide Susceptibility Mapping in the Three Gorges Area, China

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