[HTML][HTML] Machine learning and remote sensing integration for leveraging urban sustainability: A review and framework
Climate change and rapid urbanisation exacerbated multiple urban issues threatening
urban sustainability. Numerous studies integrated machine learning and remote sensing to …
urban sustainability. Numerous studies integrated machine learning and remote sensing to …
Deep learning approaches and interventions for futuristic engineering in agriculture
With shrinking natural resources and the climate challenges, it is foreseen that there will be
an imminent stress in agricultural outputs. Deep learning provides immense possibilities in …
an imminent stress in agricultural outputs. Deep learning provides immense possibilities in …
Wave height predictions in complex sea flows through soft-computing models: Case study of Persian Gulf
The present study case examined the capability of Artificial Neural Network (ANN), Adaptive
Neuro-Fuzzy Inference System (ANFIS), M5P, and Random Forest (RF) soft-computing …
Neuro-Fuzzy Inference System (ANFIS), M5P, and Random Forest (RF) soft-computing …
[HTML][HTML] Direct observations of CO2 emission reductions due to COVID-19 lockdown across European urban districts
G Nicolini, G Antoniella, F Carotenuto… - Science of the Total …, 2022 - Elsevier
The measures taken to contain the spread of COVID-19 in 2020 included restrictions of
people's mobility and reductions in economic activities. These drastic changes in daily life …
people's mobility and reductions in economic activities. These drastic changes in daily life …
A survey towards decision support system on smart irrigation scheduling using machine learning approaches
From last decade, Big data analytics and machine learning is a hotspot research area in the
domain of agriculture. Agriculture analytics is a data intensive multidisciplinary problem. Big …
domain of agriculture. Agriculture analytics is a data intensive multidisciplinary problem. Big …
[HTML][HTML] Mapping evapotranspirative and radiative cooling services in an urban environment
As impervious surfaces have seized most areas in cities worldwide, urban heat island (UHI)
has become a global concern. Urban green infrastructures (UGI) are crucial to providing …
has become a global concern. Urban green infrastructures (UGI) are crucial to providing …
High-resolution spatio-temporal characteristics of urban evapotranspiration measured by unmanned aerial vehicle and infrared remote sensing
Evapotranspiration (ET) cooling of urban spaces is an effective and economical way to
improve the urban thermal environment. However, the distribution of urban ET rate is …
improve the urban thermal environment. However, the distribution of urban ET rate is …
[HTML][HTML] City-wide, high-resolution mapping of evapotranspiration to guide climate-resilient planning
The impacts of global change, including extreme heat and water scarcity, are threatening an
ever-growing urban world population. Evapotranspiration (ET) mitigates the urban heat …
ever-growing urban world population. Evapotranspiration (ET) mitigates the urban heat …
Assessing the impact of urbanization on urban evapotranspiration and its components using a novel four-source energy balance model
Urbanization substantially changes many aspects including the regional hydrological cycle,
energy balance, and microclimate. However, the degree to which urbanization alters urban …
energy balance, and microclimate. However, the degree to which urbanization alters urban …
Estimating actual evapotranspiration over croplands using vegetation index methods and dynamic harvested area
Advances in estimating actual evapotranspiration (ETa) with remote sensing (RS) have
contributed to improving hydrological, agricultural, and climatological studies. In this study …
contributed to improving hydrological, agricultural, and climatological studies. In this study …