Correlation Analysis between Air Temperature and MODIS Land Surface Temperature and Prediction of Air Temperature Using TensorFlow Long Short-Term Memory for the Period of Occurrence of Cold and Heat Waves

Deep learning-based air temperature mapping by fusing remote sensing, station, simulation and socioeconomic data

(2020) Huanfeng Shen et al.   REMOTE SENSING OF ENVIRONMENT

Stress Detection in New Zealand Kauri Canopies with WorldView-2 Satellite and LiDAR Data

(2020) Jane J. Meiforth et al.   Remote Sensing

Application of Long Short-Term Memory neural network model for the reconstruction of MODIS Land Surface Temperature images

(2019) Niyazi Arslan et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

Urban air temperature model using GOES-16 LST and a diurnal regressive neural network algorithm

(2019) Joshua Hrisko et al.   REMOTE SENSING OF ENVIRONMENT

Observation of heat wave effects on the urban air quality and PBL in New York City area

(2019) Yonghua Wu et al.   ATMOSPHERIC ENVIRONMENT

Estimation of daily maximum and minimum air temperatures in urban landscapes using MODIS time series satellite data

(2018) Cheolhee Yoo et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Novel Hybrid Data-Driven Model for Daily Land Surface Temperature Forecasting Using Long Short-Term Memory Neural Network Based on Ensemble Empirical Mode Decomposition

(2018) Xike Zhang et al.   International Journal of Environmental Research and Public Health

Long Short-Term Memory Neural Networks for Online Disturbance Detection in Satellite Image Time Series

(2018) Yun-Long Kong et al.   Remote Sensing

Effects of Hardwood Content on Balsam Fir Defoliation during the Building Phase of a Spruce Budworm Outbreak

(2018) Bo Zhang et al.   Forests

Convolutional Recurrent Neural Networks forHyperspectral Data Classification

(2017) Hao Wu et al.   Remote Sensing

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

(2017) Phan Noi et al.   Remote Sensing

Estimating daily air temperature across the Southeastern United States using high-resolution satellite data: A statistical modeling study

(2016) Liuhua Shi et al.   ENVIRONMENTAL RESEARCH

Mapping Daily Air Temperature for Antarctica Based on MODIS LST

(2016) Hanna Meyer et al.   Remote Sensing

The Modified SEBAL for Mapping Daily Spatial Evapotranspiration of South Korea Using Three Flux Towers and Terra MODIS Data

(2016) Yonggwan Lee et al.   Remote Sensing

Learning a Transferable Change Rule from a Recurrent Neural Network for Land Cover Change Detection

(2016) Haobo Lyu et al.   Remote Sensing

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

(2015) Xiaolei Ma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A Remote Sensing Method for Estimating Surface Air Temperature and Surface Vapor Pressure on a Regional Scale

(2015) Renhua Zhang et al.   Remote Sensing

A statistical method based on remote sensing for the estimation of air temperature in China

(2014) Fengrui Chen et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Mapping maximum urban air temperature on hot summer days

(2014) Hung Chak Ho et al.   REMOTE SENSING OF ENVIRONMENT

Study on the estimation of near-surface air temperature from MODIS data by statistical methods

(2012) Yongming Xu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A daily merged MODIS Aqua–Terra land surface temperature data set for the conterminous United States

(2012) William L. Crosson et al.   REMOTE SENSING OF ENVIRONMENT

Trend evaluation in records with long-term memory: Application to global warming

(2009) S. Lennartz et al.   GEOPHYSICAL RESEARCH LETTERS