Towards a combined Landsat-8 and Sentinel-2 for 10-m land surface temperature products: The Google Earth Engine monthly Ten-ST-GEE system

Y Abunnasr, M Mhawej - Environmental Modelling & Software, 2022 - Elsevier
Efforts to combine satellite images from different sources are particularly needed in Land
Surface Temperature-based (LST) studies. This research proposes for the first time, to our …

Daily Ten-ST-GEE: An open access and fully automated 10-m LST downscaling system

M Mhawej, Y Abunnasr - Computers & Geosciences, 2022 - Elsevier
In remote sensing applications, data fusion is a combination of satellite images from different
sources, aimed to improve the spatial and/or temporal resolution of the final output. This …

Downscaled night air temperatures between 2030 and 2070: The case of cities with a complex-and heterogeneous-topography

Y Abunnasr, M Mhawej - Urban Climate, 2021 - Elsevier
Global and regional climate models tend to underestimate temperatures over urban areas.
This limitation is exacerbated in complex-topography regions, where coarse spatial …

Water features as the main SUHI hindering factor across 50 global cities

M Mhawej, Y Abunnasr, A Al Bitar - Urban Climate, 2023 - Elsevier
We propose a cloud-based, open-source, user-friendly, highly-customizable, and globally-
available 30-m system, named SUHI-GEE. This system can conduct stepwise regressions of …

Corn, soybeans and winter wheat water requirements over the contiguous United States between 2013 and 2021: The application of the SEBALIGEE v2 global model

M Mhawej, X Gao, JM Reilly, Y Abunnasr - Journal of Hydrology, 2024 - Elsevier
The open-source fully-automated Surface Energy Balance Algorithm for Land-Improved
(SEBALI) Google Earth Engine (SEBALIGEE) estimates 30-m actual evapotranspiration (ET) …

Modeling the Land Cover Change in Chesapeake Bay Area for Precision Conservation and Green Infrastructure Planning

X Zhang, K Li, Y Dai, S Yi - Remote Sensing, 2024 - mdpi.com
This study developed a precise land cover model to predict the shifts from pervious to
impervious surfaces in the Chesapeake watershed. Utilizing 1 m resolution longitudinal land …

[HTML][HTML] Fully automated land surface temperature downscaling based on RGB very high spatial resolution images

Y Abunnasr, M Mhawej - City and Environment Interactions, 2023 - Elsevier
Downscaling is a particularly needed process in many environmental, social and
governance applications at the fine scale. The need for an automated and reliable very high …

SEBALIGEE v2: Global Evapotranspiration Estimation Replacing Hot/Cold Pixels with Machine Learning

M Mhawej, X Gao, J Reilly, Y Abunnasr - Authorea Preprints, 2022 - essopenarchive.org
An open source computer algorithm, the Surface Energy Balance Algorithm for Land-
Improved (SEBALI), was designed to estimate actual evapotranspiration (ET) at a basin …