Adam Stapleton
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View article: Impacts of urbanization on energy balance in a central Amazonia city
Impacts of urbanization on energy balance in a central Amazonia city Open
We investigate the components of radiation and energy balance and heat storage flux in an urban area of Central Amazonia, during the wet and dry seasons of 2022. Detailed radiation and turbulent energy fluxes measurements were conducted us…
View article: Intercomparison of Machine Learning Models to Determine the Planetary Boundary Layer Height Over Central Amazonia
Intercomparison of Machine Learning Models to Determine the Planetary Boundary Layer Height Over Central Amazonia Open
The planetary boundary layer height ( zi ) is a key parameter in meteorology and climatology, influencing weather prediction, cloud formation, and the vertical transport of scalars and energy near Earth's surface. This study compares multi…
View article: A framework for constructing machine learning models with feature set optimisation for evapotranspiration partitioning
A framework for constructing machine learning models with feature set optimisation for evapotranspiration partitioning Open
A deeper understanding of the drivers of evapotranspiration and the modelling of its constituent parts (evaporation and transpiration) may be of significant importance to the monitoring and management of water resources globally over the c…
View article: A Framework for Constructing Machine Learning Models with Feature Set Optimisation for Evapotranspiration Partitioning
A Framework for Constructing Machine Learning Models with Feature Set Optimisation for Evapotranspiration Partitioning Open
A deeper understanding of the drivers of evapotranspiration and the modelling of its constituent parts (evaporation and transpiration) could be of significant importance to the monitoring and management of water resources globally over the…