A framework to introduce urban flood resilience into the design of flood control alternatives

Rezende, Osvaldo Moura; Franco, Anna Beatriz Ribeiro da Cruz de; Oliveira, Antonio Krishnamurti Beleño de; Jacob, Ana Caroline Pitzer; Miguez, Marcelo Gomes

doi:10.1016/j.jhydrol.2019.06.063

Cited by 69 publications

(23 citation statements)

References 17 publications

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“…River flooding is one of the leading natural hazards occurring in Europe in terms of economic damage [9], and it is still frequently considered a direct effect of heavy rainfall [26], without considering the watershed as an interdependent system connected with the development of its territory [27].…”

Section: Hydrological Eventsmentioning

confidence: 99%

“…In urban and peri-urban environments, this urgency is even more evident, because they are experiencing rapid growth and continued environmental degradation all over the world [20]. As a response to this situation, [29] observed that the way decision-makers are dealing with the urban flood is changing, shifting from a strategy of resistance against flooding to a need for a change in flood management strategy, minimizing the risks [27,30]. An acceptable flood risk pattern has to be maintained; thus, cities must incorporate adaptation measures to allow the urban infrastructure to manage with flooding damages, considering possible future changes in hydrological events [31].…”

Section: Hydrological Eventsmentioning

confidence: 99%

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Major European Stressors and Potential of Available Tools for Assessment of Urban and Buildings Resilience

2020

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Recent data show that there are intensifications of phenomena related to climate change, such as the increasing of heavy rains, more frequent and intense droughts connected with fires, and alterations of the local climatic conditions, including heat islands with consequent impacts on cities, districts, and buildings. Not only are natural hazards stressing Europe but also human-induced events like low-magnitude earthquakes as a direct cause of fracking or mining. This study aimed to investigate the significant stressors and summarize what impact is the most dangerous in each European country. There is a need to secure the operating conditions of urban infrastructures and to preserve a high-quality indoor environment of buildings. The main scope of this paper is to compare selected tools that evaluate the urban and building resilience and to assess their suitability, based on an analysis of natural and human-induced hazards in the European countries. The results represent a contribution to urban and architectural planning practice, and to the consistent implementation of measures to improve the resilience of the built environment by providing guidance as to which assessment tool is most suitable for each country.

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Section: Hydrological Eventsmentioning

confidence: 99%

Section: Hydrological Eventsmentioning

confidence: 99%

Major European Stressors and Potential of Available Tools for Assessment of Urban and Buildings Resilience

2020

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“…Banjir luapan sungai merupakan salah satu gangguan yang berdampak besar bagi aktivitas manusia di negara-negara berkembang seperti Indonesia, India, Cina, Thailand, dan Vietnam. Fenomena tersebut bisa disebabkan oleh curah hujan tinggi yang dipicu oleh perubahan iklim, penurunan kapasitas tampung sungai karena sedimentasi, kegagalan perencanaan sempadan sungai dan alih fungsi lahan sebagai bentuk kurang efektifnya perencanaan tata ruang wilayah (Rezende, de Franco, de Oliveira, Jacob, & Miguez, 2019;Wyżga, Kundzewicz, Konieczny, Piniewski, Zawiejska, & Radecki-Pawlik, 2018). Banyak kota khususnya kota-kota pesisir di beberapa provinsi di Indonesia menghadapi permasalahan serius karena banjir luapan sungai seperti Jakarta, Tegal, Cirebon, Pemalang, Pekalongan, Semarang, Surabaya.…”

Section: Pendahuluanunclassified

“…Mitigasi bencana yang terencana dengan baik dapat menciptakan ketangguhan bencana. Perencanaan mitigasi merupakan upaya-upaya yang dilakukan untuk mengurangi risiko bencana melalui pengembangan/pembangunan aspek fisik dan/atau peningkatan kesadaran dan coping capacity masyarakat terhadap bencana (Rezende, de Franco, de Oliveira, Jacob, & Miguez, 2019). Uraian tersebut dapat dijabarkan dan dilaksanakan secara struktural maupun non-struktural (Itsukushima, 2018).…”

Section: Pendahuluanunclassified

Perencanaan Mitigasi Bencana Banjir Non-Struktural Di Daerah Aliran Sungai Comal Hilir, Jawa Tengah

Wibowo

Ronggowulan

Arif³

et al. 2019

JPIG

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River flooding has become a serious disruption for community which lives in downstream area of a watershed. Comal Watershed is annually experience river flooding caused by Comal River. Therefore, it is necessary to proper mitigation planning. This study organized the arrangement of river flooding non-structural mitigation planning. Qualitative approach was used in this study; not to mention the research design utilzed literature study and field survey. Literature study was used for finding out the river flood events record and affected area in downdstream area of Comal Watershed. Meanwhile, field survey was conducted to overview the socio-cultural condition of the community which live in it. The results indicated that river flooding non-structural mitigation planning area in downdstream area of Comal Watershed consisted of spatial planning in harmony with landuse management of Comal Watershed, detection and prediction of the Comal River discharge conditions through recording and observing hydrometeorological data, management planning of riparian zone, Disaster literacy toward schools and community, community communication system improvement, local wisdom enhancement, evacuation route arrangement, early warning system utilization, disaster simulation and reforestation. Mitigation planning is not only the responsibility of the government, but requires awareness and cooperation from the community.

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“…The heavy losses caused by urban floods have made people attach great importance to urban flood prevention and control [7]. Over recent years, scholars and urban management departments from various countries have adopted a large number of engineering and nonengineering measures to continuously promote urban flood prevention and control work [8].…”

Section: Introductionmentioning

confidence: 99%

Real-Time Prediction of the Water Accumulation Process of Urban Stormy Accumulation Points Based on Deep Learning

Zhou

Wang

2020

IEEE Access

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Influenced by climate change and urbanization, urban flood frequently occurs and represents a serious challenge for many cities. Therefore, it is necessary to generate refined predictions of urban floods, such as the prediction of water accumulation processes at water accumulation points, which is of great significance for supporting water-related managers to reduce flood losses. In this study, 16 combination schemes of rainfall sensitivity indicators were used to determine the optimal scheme for predicting the depth of accumulated water, and the gradient boosting decision tree (GBDT) algorithm in deep learning was used to build a prediction model of the accumulation process of urban stormy accumulation points. Among the 16 schemes, the relative error of scheme 1 is 15.39%, and the qualified rate is 92.86%. This scheme exhibits the highest accuracy for the prediction results of water accumulation depth. Given this finding, the GBDT algorithm was used to construct a regression prediction model of the water accumulation process based on the collected historical rainfall water accumulation data of 50 water accumulation points. The results demonstrated that the GBDT regression prediction model has a mean relative error of 19.77%, a qualified rate of 82.00%, and a peak average relative error of 5.48%, which verify the validity and applicability of the model for the real-time prediction of the process of water accumulation. INDEX TERMS Urban flood, Deep learning, Water accumulation, Real-time prediction.

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A framework to introduce urban flood resilience into the design of flood control alternatives

Cited by 69 publications

References 17 publications

Major European Stressors and Potential of Available Tools for Assessment of Urban and Buildings Resilience

Major European Stressors and Potential of Available Tools for Assessment of Urban and Buildings Resilience

Perencanaan Mitigasi Bencana Banjir Non-Struktural Di Daerah Aliran Sungai Comal Hilir, Jawa Tengah

Real-Time Prediction of the Water Accumulation Process of Urban Stormy Accumulation Points Based on Deep Learning

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