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A Modeling Framework For Urban Growth Prediction Using Remote Sensing And Video Prediction Technologies: A Time-Dependent Convolutional Encoder-Decoder Architecture, Ahmed Hassan Jaad

Civil and Environmental Engineering Theses and Dissertations

Studying the growth pattern of cities/urban areas has received considerable attention during the past few decades. The goal is to identify directions and locations of potential growth, assess infrastructure and public service requirements, and ensure the integration of the new developments with the existing city structure. This dissertation presents a novel model for urban growth prediction using a novel machine learning model. The model treats successive historical satellite images of the urban area under consideration as a video for which future frames are predicted. A time-dependent convolutional encoder-decoder architecture is adopted. The model considers as an input a satellite image …

Sustainability, Urban Planning And Development: Sustainable And Self-Reliant Urban Development In Post- Pandemic Nepal, Ambika P. Adhikari, Keshav Bhattarai

Himalayan Research Papers Archive

COVID-19 pandemic is affecting many aspects of the society, economy and the way people live. The pandemic is also disrupting the process of physical planning and development in the cities. It will perhaps permanently change the way planners and policy makers think about the city and plan for its development. The residents and visitors will also find the city to be different from the pre-COVID-19 era. The emerging situation would likely require new ways of moving, working and living in the city, and building the different physical components of the city.

Cities around the world are experiencing varieties of unexpected …

Urban Development In Nepal And The Impacts Of Covid-19, Ambika P. Adhikari, Keshav Bhattarai

Himalayan Research Papers Archive

The Coronavirus (Covid-19) pandemic has created a public health crisis worldwide and is impacting the way we plan and design cities. While much is still being learned about Covid-19, we have seen that the virus spreads quickly and its fatality rate is also significant. The virus has already seriously impacted the global economies and most urban activities.

During pandemics, regular public interactions in the city can be the cause for spread of communicable diseases. In this context, urban planning should include approached to help mitigate the spread of virus. Designs of facilities should help the residents to physically distance themselves …