Modelling Land Surface Temperature from Satellite Data ...

Satellite Remote Sensing of Global Land Surface Temperature ...

Land surface temperature (LST) is a crucial geophysical parameter related to surface energy and water balance of the land-atmosphere system.

Predictive modeling of land surface temperature (LST) based on ...

Time-series satellite data spanning winter and summer seasons of 2018–2019 was retrieved from the Google Earth Engine (GEE) platform. LST, ...

Effects of satellite LAI data on modelling land surface temperature ...

Our study highlighted that the application of satellite LAI data has the potential to improve simulations of multiple land surface processes in the Noah-MP LSM.

Land and Ocean Data Products - Land Surface Temperature

Satellite LST can be assimilated into climate and atmospheric and land surface models to estimate sensible heat flux and latent heat flux. It ...

Modeling and Estimating the Land Surface Temperature (LST ...

LST is assessed through surface parameters (indices) available from Landsat-8 satellite images for two contrasting seasons—winter and summer of 2019 and 2020, ...

MEaSUREs - Land Surface Temperature and Emissivity Portal - NASA

Land Surface Temperature and Emissivity (LST&E) data are critical variables for monitoring the long-term effects of climate change and studying a variety of ...

Modelling the variation of land surface temperature as determinant ...

This study suggests that a statistical approach to estimating surface temperature incorporating both spatially explicit satellite data and time-varying ...

Global hourly, 5 km, all-sky land surface temperature data from 2011 ...

Land surface temperature (LST) plays a dominant role in the surface energy budget (SEB) and hydrological cycling.

A novel AI approach for modeling land surface temperature of ...

This study developed novel machine learning models for predicting LST using multispectral Landsat images data of Freetown city in Sierra-Leon.

Satellite-Derived Land Surface Temperature Dynamics in the ... - MDPI

Satellite-derived Land Surface Temperature (LST) dynamics have been increasingly used to study various geophysical processes.

Validating Satellite-Derived Land Surface Temperature with in Situ ...

Thermal remote sensing products such as thermal images captured by the Landsat-5 Thermal Mapper (L5-TM) (NASA 2013) instrument have been used to study areas of ...

NASA Land Surface Temperature & Emissivity Products

, are estimated with the RTTOV RT model using input atmospheric fields of air temperature, relative humidity, and geopotential height from NASA's MERRA-2 ...

An Operational Land Surface Temperature Product for Landsat ...

... Some multi-spectral imaging instruments mounted on satellites have the capability to acquire spatially continuous thermal infrared ...

Urban land surface temperature forecasting: a data-driven approach ...

The two developed models (MLR and ANN) effectively anticipated the LST over the KMA region. A continual increment in the surface temperatures ranging from 1 °C ...

Data Products: Land Surface Temperature (Skin) | GOES-R Series

The land surface temperature (LST) product is derived from GOES-R ABI longwave infrared spectral channels and is expected to be used in a number of ...

The Simulation and Prediction of Land Surface Temperature Based ...

The CA-ANN model was validated for future LST simulation with an overall Kappa value of 0.82 and 86.2% of correctness for the years 2030 and ...

Simulation of land use dynamics and impact on land surface ...

Retrieval of land surface temperature (LST). Retrieval of satellite brightness temperature (BT) from the Landsat 5 TM images. Based on Chen et ...

Modelling Land Surface Temperature from Satellite Data ... - CORE

Modelling Land Surface Temperature from Satellite Data and. Trigger by Land Use Land Cover Dynamics using Remote Sensing and GIS Technology, in Debra Tabor ...

A global dataset of spatiotemporally seamless daily mean land ...

2.2 Reanalysis data. Surface air temperatures (SATs) are used to drive the ATC model for the reconstruction of under-cloud LSTs (see Sect. 3.1).

Development and Analysis of a Long-Term, Global, Terrestrial Land ...

Satellite remote sensing measurements provide wider spatial coverage to derive LST over land and are used in this study to form a high-resolution, long-term LST ...