References

Azhar, Gulrez Shah, Dileep Mavalankar, Amruta Nori-Sarma, Ajit Rajiva, Priya Dutta, Anjali Jaiswal, Perry Sheffield, Kim Knowlton, and Jeremy J. Hess. 2014. “Heat-Related Mortality in India: Excess All-Cause Mortality Associated with the 2010 Ahmedabad Heat Wave.” PLOS ONE 9 (3): e91831. https://doi.org/10.1371/journal.pone.0091831.
Ballinger, Ollie. 2020. “Building a 3D Model of the Beirut Explosion.” Online article. https://oballinger.github.io/beirut-3D-model/.
Bauwens, M., S. Compernolle, T. Stavrakou, J.-F. Müller, J. van Gent, H. Eskes, P. F. Levelt, et al. 2020. “Impact of Coronavirus Outbreak on NO2 Pollution Assessed Using TROPOMI and OMI Observations.” Geophysical Research Letters 47 (11). https://doi.org/10.1029/2020GL087978.
Copernicus Emergency Management Service. 2024. CEMS Rapid Mapping Activations.” European Commission. https://emergency.copernicus.eu.
Drusch, M., U. Del Bello, S. Carlier, O. Colin, V. Fernandez, F. Gascon, B. Hoersch, et al. 2012. “Sentinel-2: ESA’s Optical High-Resolution Mission for GMES Operational Services.” Remote Sensing of Environment 120: 25–36. https://doi.org/10.1016/j.rse.2011.11.026.
European Space Agency. 2021. Sentinel-2 User Handbook. ESA. https://sentinel.esa.int/web/sentinel/user-guides/sentinel-2-msi.
Gorelick, Noel, Matt Hancher, Mike Dixon, Simon Ilyushchenko, David Thau, and Rebecca Moore. 2017. “Google Earth Engine: Planetary-Scale Geospatial Analysis for Everyone.” Remote Sensing of Environment 202: 18–27. https://doi.org/10.1016/j.rse.2017.06.031.
Guha, Subhanil, Himanshu Govil, Anindita Dey, and Neetu Gill. 2018. “Analytical Study of Land Surface Temperature with NDVI and NDBI Using Landsat 8 OLI and TIRS Data in Florence and Naples City, Italy.” European Journal of Remote Sensing 51 (1): 667–78. https://doi.org/10.1080/22797254.2018.1474494.
Inglada, J., A. Vincent, M. Arias, B. Tardy, D. Morin, and I. Rodes. 2017. “Operational High Resolution Land Cover Map Production at the Country Scale Using Satellite Image Time Series.” Remote Sensing 9 (1): 95. https://doi.org/10.3390/rs9010095.
Jones, H. G., and R. A. Vaughan. 2010. Remote Sensing of Vegetation: Principles, Techniques, and Applications. Oxford University Press.
Karasiak, Nicolas, Jean-François Dejoux, Claude Monteil, and David Sheeren. 2022. “Spatial Dependence Between Training and Test Sets: Another Pitfall of Classification Accuracy Assessment in Remote Sensing.” Machine Learning 111: 2715–40. https://doi.org/10.1007/s10994-021-05972-1.
Knowlton, Kim, Suhas P. Kulkarni, Gulrez Shah Azhar, Dileep Mavalankar, Anjali Jaiswal, Molly Connolly, Amruta Nori-Sarma, et al. 2014. “Development and Implementation of South Asia’s First Heat-Health Action Plan in Ahmedabad (Gujarat, India).” International Journal of Environmental Research and Public Health 11 (4): 3473–92. https://doi.org/10.3390/ijerph110403473.
Li, Dongying, Galen D. Newman, Bev Wilson, Yue Zhang, and Robert D. Brown. 2022. “Modeling the Relationships Between Historical Redlining, Urban Heat, and Heat-Related Emergency Department Visits: An Examination of 11 Texas Cities.” Environment and Planning B: Urban Analytics and City Science 49 (3): 933–52. https://doi.org/10.1177/23998083211039854.
Li, Yanan, Yihang Zhang, et al. 2024. “Adaptive Weighted Coherence Ratio Approach for Industrial Explosion Damage Mapping: Application to the 2015 Tianjin Port Incident.” Remote Sensing 16 (22): 4241. https://doi.org/10.3390/rs16224241.
Lu, D., M. Batistella, G. Li, E. Moran, S. Hetrick, C. C. Freitas, L. V. Dutra, and S. J. S. Sant’Anna. 2012. “Land Use/Cover Classification in the Brazilian Amazon Using Satellite Images.” Pesquisa Agropecuária Brasileira 47 (9): 1345–59. https://doi.org/10.1590/S0100-204X2012000900025.
MacLachlan, Andrew, Gareth Roberts, Eloise Biggs, and Bryan Boruff. 2017. “Urbanisation-Induced Land Cover Temperature Dynamics for Sustainable Future Urban Heat Island Mitigation in Perth, Western Australia.” Land 6 (1): 9. https://doi.org/10.3390/land6010009.
Matarira, Dadirai, Onisimo Mutanga, Maheshvari Naidu, and Marco Vizzari. 2023. “Object-Based Informal Settlement Mapping in Google Earth Engine Using the Integration of Sentinel-1, Sentinel-2, and PlanetScope Satellite Data.” Land 12 (1): 99. https://doi.org/10.3390/land12010099.
Mutanga, Onisimo, and Lalit Kumar. 2019. “Google Earth Engine Applications.” Remote Sensing 11 (5): 591. https://doi.org/10.3390/rs11050591.
Natural Resources Defense Council, and Indian Institute of Public Health, Gandhinagar. 2016. “Ahmedabad Heat Action Plan 2016: Guide to Extreme Heat Planning in Ahmedabad, India.” NRDC. https://www.nrdc.org/sites/default/files/ahmedabad-heat-action-plan-2016.pdf.
Plank, Simon. 2014. “Rapid Damage Assessment by Means of Multi-Temporal SAR — a Comprehensive Review and Outlook to Sentinel-1.” Remote Sensing 6 (6): 4870–4906. https://doi.org/10.3390/rs6064870.
Twele, A., W. Cao, S. Plank, and S. Martinis. 2016. “Sentinel-1-Based Flood Mapping: A Fully Automated Processing Chain.” International Journal of Remote Sensing 37 (13): 2990–3004. https://doi.org/10.1080/01431161.2016.1192304.
United Nations Environment Programme. 2021. “Beating the Heat: A Sustainable Cooling Handbook for Cities.” UNEP. https://www.unep.org/resources/report/beating-heat-sustainable-cooling-handbook-cities.
Venter, Z. S., K. Aunan, S. Chowdhury, and J. Lelieveld. 2020. COVID-19 Lockdowns Cause Global Air Pollution Declines.” Proceedings of the National Academy of Sciences 117 (32): 18984–90. https://doi.org/10.1073/pnas.2006853117.
Voogt, J. A., and T. R. Oke. 2003. “Thermal Remote Sensing of Urban Climates.” Remote Sensing of Environment 86 (3): 370–84. https://doi.org/10.1016/S0034-4257(03)00079-8.
Wulder, M. A., T. R. Loveland, D. P. Roy, C. J. Crawford, J. G. Masek, C. E. Woodcock, R. G. Allen, et al. 2019. “Current Status of Landsat Program, Science, and Applications.” Remote Sensing of Environment 225: 127–47. https://doi.org/10.1016/j.rse.2019.02.015.
Wurm, M., T. Stark, X. X. Zhu, M. Weigand, and H. Taubenböck. 2019. “Semantic Segmentation of Slums in Satellite Images Using Transfer Learning on Fully Convolutional Neural Networks.” ISPRS Journal of Photogrammetry and Remote Sensing 150: 59–69. https://doi.org/10.1016/j.isprsjprs.2019.02.006.
Zhang, Ce, Isabel Sargent, Xin Pan, Huapeng Li, Andy Gardiner, Jonathon Hare, and Peter M. Atkinson. 2017. “An Object-Based Convolutional Neural Network (OCNN) for Urban Land Use Classification.” Remote Sensing of Environment 216: 57–70. https://doi.org/10.1016/j.rse.2018.06.028.