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Scenario based urban growth allocation in Kathmandu Valley, Nepal

机译:尼泊尔加德满都谷地基于情景的城市增长分配

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Urban areas are expanding at a very fast rate worldwide. The task of managing urban growth has increased in both scope and complexity and has become one of the most important challenges in the 21st century. This article aims to examine the urban development and optimize spatial patterns of future urban growth allocation based on scenarios to provide a basis for urban environmental management in the Kathmandu Valley, Nepal. We developed an artificial neural network based urban growth allocation model for the valley. This predictive model optimizes spatial patterns of future urban growth allocation under the three scenarios, i.e., spontaneous, environment-protecting, and resources-saving. The predicted spatial patterns mirrors where and how the urban development in the valley is likely heading by 2050 and provides a crucial information on land availability for future land development projects. The results suggest that the current urban development process is in critical stage where urban and pen-urban areas will face unprecedented stress on land resources costing river and forest ecosystems and other environmentally sensitive areas by the next decade. Rural vicinities will face regional imbalance on urban growth allocations. However, there are still possibilities to improve urban environment and manage the potential land demands in the valley by enforcing the urban growth policies strictly and altering the current growth trend as revealed in the environment-protecting and resources-saving scenarios
机译:全球城市地区正在以非常快的速度扩张。管理城市增长的任务在范围和复杂性上都在增加,已成为21世纪最重要的挑战之一。本文旨在根据情景研究城市发展并优化未来城市增长分配的空间格局,为尼泊尔加德满都谷地的城市环境管理提供基础。我们为山谷开发了基于人工神经网络的城市增长分配模型。该预测模型在自发,环境保护和资源节约这三种情况下优化了未来城市增长分配的空间格局。预测的空间格局反映了到2050年山谷城市发展的方向和方式,并为未来的土地开发项目提供了有关土地可利用性的重要信息。结果表明,当前的城市发展进程正处于关键阶段,到下一个十年,城市和郊区地区将面临前所未有的土地资源压力,使河流和森林生态系统以及其他环境敏感地区蒙受损失。农村地区将在城市增长分配方面面临区域失衡。但是,仍然有可能通过严格执行城市增长政策并改变当前的增长趋势来改善山谷环境中的潜在土地需求,如环境保护和资源节约方案所揭示的那样

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