Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing

A Höhl, I Obadic, MÁF Torres, H Najjar… - arXiv preprint arXiv …, 2024 - arxiv.org
In recent years, black-box machine learning approaches have become a dominant modeling
paradigm for knowledge extraction in Remote Sensing. Despite the potential benefits of …

Opening the Black Box: A systematic review on explainable artificial intelligence in remote sensing

A Höhl, I Obadic, MÁ Fernández-Torres… - … and Remote Sensing …, 2024 - ieeexplore.ieee.org
In recent years, black-box machine learning approaches have become a dominant modeling
paradigm for knowledge extraction in remote sensing. Despite the potential benefits of …

Does increased temperature affect residential mobility? A 20-year nationwide evidence in Australia

S Wang, W Cai, QC Sun, Y Liu - Cities, 2024 - Elsevier
People adapt to changes in livelihoods and risks caused by summer high temperature in the
era of global warming, which may also lead to residential mobility at the individual level and …

[HTML][HTML] “Urban-Satellite” estimates in the ABCD Study: Linking Neuroimaging and Mental Health to Satellite Imagery Measurements of Macro Environmental Factors

R Goldblatt, N Holz, G Tate, K Sherman… - medRxiv, 2024 - ncbi.nlm.nih.gov
While numerous studies over the last decade have highlighted the important influence of
environmental factors on mental health, globally applicable data on physical surroundings …

[HTML][HTML] Occurrence of high production volume chemicals and polycyclic aromatic hydrocarbons in urban sites close to industrial areas. Human exposure and risk …

R García-Garcinuño, L Vallecillos, RM Marcé, F Borrull - Chemosphere, 2024 - Elsevier
Evaluating the occurrence of high production volume chemicals (HPVCs) and polycyclic
aromatic hydrocarbons (PAHs) in the air is important because they carry a carcinogenic risk …

[HTML][HTML] Passive sampling of high production volume chemicals and polycyclic aromatic hydrocarbons in urban atmospheres near petrochemical sites: Uptake rate …

R García-Garcinuño, RM Marcé, L Vallecillos… - Environmental …, 2024 - Elsevier
This study describes the use of passive sampling followed by pressurised liquid extraction
and gas chromatography-mass spectrometry for monitoring high production volume …

Effect of urban design on mental health during the COVID-19 pandemic, Mahabad, Iran

MA Adibhesami, H Karimi, B Sepehri, A Sharifi… - Cities & …, 2024 - Taylor & Francis
Each individual's experiences and perspectives influence how they interact with the
environment. An environmental psychologist examines the environment as a …

A Perceptual Assessment of the Physical Environment in Teaching Buildings and Its Influence on Students' Mental Well-Being

Q Wen, Q Zhou, H Ye, Q Guo, J Shan, Z Huang - Buildings, 2024 - mdpi.com
Numerous studies have examined the impact of the built environment on mental health, yet
there remains an underexplored area concerning how microenvironments within …

Air Quality Monitoring (AQM) and Prediction: Transitioning from Conventional to AI Techniques

A Awasthi, KC Pattnayak, PR Tiwari… - … Intelligence for Air …, 2024 - taylorfrancis.com
Deterioration of air is one of the important factors which is due to natural and anthropogenic
reasons, hence its accurate monitoring and prediction are important as it has a lot of …

Synergizing Machine Learning and Remote Sensing for Urban Heat Island Dynamics: A Comprehensive Modelling Approach

G Mutani, A Scalise, X Sufa, S Grasso - 2024 - preprints.org
This study aims to investigate the effectiveness of sustainable urban regeneration projects in
mitigating Urban Heat Island (UHI). A place-based approach utilizing Geographic …