Phases of Development: A Cultural, Societal and Environmental Overview of Abu Dhabi’s Urban Morphology
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Instant cities are on the rise. With a global trend that has stretched from the Far East to the Middle East, these emergent cities have challenged the world through their instant urban growth and their spectacular economic impact on a global scale. Cities like Shanghai and Dubai have been instrumental in the growth of other emergent cities - the craze of ‘Dubaization’ [1] or Dubai-mania has been on the rise through out the more politically stable countries of the Gulf Cooperation Council (GCC) in the Middle East. The GCC came together in 1981 uniting the countries of Qatar, the United Arab Emirates (UAE), Oman, Saudi Arabia, Bahrain and Kuwait. In recent years, cities of the GCC, primarily, Doha, Riyadh, Abu Dhabi and Manama have each adapted to the notion of instant urban growth, and much like Dubai, they have become part of the race for urban and architectural development. This paper will examine the city of Abu Dhabi as a case study considering its uniqueness and rich history, though considered short in comparison with other major cities around the world. Abu Dhabi has an opportunity to document and analyze its architectural and urban evolution in order to fully understand its past, present and potential future as a modernized metropolis. Instant cities now have the challenge to meet the needs of environmental sustainability in order to become even smarter cities and thus must face the challenge of adapting their existing urban fabric to accommodate sustainable urban and architectural development. This paper provides an overview of the urban morphology of Abu Dhabi, an influential instant Arab gulf city, and the process of their instantaneous urban growth. An overview of their urban history may call upon the question of their future adaptability and current progress for future changes to the city. The current research identifies the unique historical phases of urban development of Abu Dhabi up to present day that each correspond to and contain their distinctive cultural, societal and environmental factors that have helped shaped the city – these factors have been taken into consideration when defining the stages of urban development through the defined phases. The continuous development of the city of Abu Dhabi, to a great extent, considers its ongoing growing economy and distinctive environment contained as part of each defined period provided in the following overview.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it