Previous Article in event
Previous Article in session
Next Article in event
Next Article in session
Flash Flood Hazard Zonation and Risk Analysis in North-eastern Haor Region of Bangladesh
Published:
16 April 2024
by MDPI
in OHOW 2023 – The 2nd International Symposium on One Health, One World
session Urban Safety & Disaster Mitigation
Abstract:
Flood damages have increased in recent years; while this is partly due to anthropogenic climate change, it has been exacerbated by population growth and economic development taking place in regions of high vulnerability. Onrush water flow from upstream rivers is also responsible for flash floods in these regions. In particular, the north-eastern wetland region of Bangladesh is extremely vulnerable to flash floods, which damage crops, property, and infrastructure every year. The flash flood of 2022 alone has surpassed most of the previous records. The main purpose of this study is to develop and evaluate a methodology for the delineation of flash flood hazard zones considering the recent year flash flood of 2022, 2020 and 2018. After reviewing relevant literature, flood affected area and delineation of flood hazard zone in the study region is investigated through remote sensing approach. The Sentinel-01 SAR images were used to generate inundation extents and SRTM data, JRC and Landsat satellite images were used for flood hazard classification using Google Earth Engine (GEE) and ArcGIS Pro. The findings identified 56% of the Sylhet division as inundated with significant inter-district variability in flood hazards: Sunamganj (82%), Sylhet (62%) and Moulavi Bazar (33%) districts emerged as affected. In addition, having 57% affected area, Habiganj have 30 union which was flashed more than 80% of its land. At Sunamganj, there was 301405.4 Hectare area flashed and 1374939 female population was affected which represents more than 50% of total population of Sunamganj district. With the onslaught of climate change, the risk and uncertainty of flash floods will increase. As such, this paper identifies zones of high risk to inform future regulations of spatial planning and interventions. The findings will be useful for involved authorities and policymakers while taking explicit and efficient flood damage reduction strategies in the future.
Keywords: Flood; Risk Assessment; Sentinel-1 SAR; Google Earth Engine (GEE); GIScience; zoning
Comments on this paper
fly key
1 November 2024
Good Paper! Run 3 Unblocked is a fun and challenging game that allows you to run, jump, and dodge obstacles while collecting coins. It's a great way to exercise your reflexes and have fun at the same time. Start your adventure today!
Rowanl Lebsackl
20 May 2025
slope game is an exciting arcade game where you control a ball rolling downhill, avoiding obstacles and keeping your balance. The speed is getting faster and faster, requiring quick reflexes and accuracy. With minimalist 3D graphics, Slope Game brings a dramatic and engaging experience for players who love speed challenges.
jame lily
14 January 2026
What I love about your writing is how easy it is to understand, yet it still carries depth speed stars game. It’s not often that I come across content that is both informative and enjoyable to read. Please continue writing—I’ll be following closely.
emma 32
3 February 2026
Interesting read on flash flood hazard zonation in North-eastern Haor regions! The risk analysis is thorough and highlights critical vulnerabilities. While planning mitigation, I couldn’t help thinking that understanding local terrain is as essential as knowing things to do in Marrakech—both need careful mapping and foresight.
fly key
1 November 2024
Planet Clicker is an addictive idle game where you click to generate energy, upgrade production, and colonize planets. Start on Earth and expand your galactic empire in this fun strategy clicker game!
Jacob Yates
25 November 2024
The music of geometry dash meltdown is really unique. Many players are aware of the game when the music starts. The game's fast-paced, lively music encourages players to make a lot of crazy moves. Nobody can dispute how crucial music is to every game. Players will feel more exhilarated and the game will become more intense.
Jacob Yates
25 November 2024
In drift boss, players must precisely time their moves to control the car's drift. In order to make the car drift to the right, you can click the mouse or press the spacebar. To make the car drift to the left, you can release the button. All players can start with ease thanks to this single-button control system, but handling the ever-changing track demands skill and fast reflexes.
Free Stein
14 December 2024
Anna Smith
1 February 2026
This is a very insightful study on the increasing flash flood risk in north-eastern Bangladesh. The use of remote sensing techniques like Sentinel-01 SAR and Landsat imagery combined with GEE and ArcGIS Pro really provides a precise view of the areas most affected. It’s alarming to see that over 50% of Sunamganj’s population was impacted during the 2022 floods. Studies like this are crucial for guiding future urban planning and disaster management strategies. I wonder if similar methodologies could be applied to monitor flood risks near critical infrastructures or even community spaces such as a https://vacation.gallery/ which could be vulnerable during extreme flood events. Effective zoning and early-warning systems could really minimize potential losses.
kevin simith
29 December 2024
This research makes a significant contribution to disaster prevention and mitigation. Using advanced technologies such as Sentinel-01 SAR imaging and Google Earth Engine, the research team successfully mapped flood risk areas in the Haor region of northeastern Bangladesh. This innovative approach, combining remote sensing technology and geographic information systems, not only precisely identifies high-risk areas but also provides scientific evidence for future spatial planning.
Speaking of innovation and survival stories, we must mention an engaging digital creation platform—. Sprunki Corruptbox 3This unique game perfectly blends music creation with survival storytelling, where players compose their own survival songs in a challenging environment. Just as researchers tell stories of natural disasters through data, players can express their courage and resilience in the face of adversity through music. Want to experience this unique form of creative expression? Click on the game's name to begin your musical creation journey!
Speaking of innovation and survival stories, we must mention an engaging digital creation platform—. Sprunki Corruptbox 3This unique game perfectly blends music creation with survival storytelling, where players compose their own survival songs in a challenging environment. Just as researchers tell stories of natural disasters through data, players can express their courage and resilience in the face of adversity through music. Want to experience this unique form of creative expression? Click on the game's name to begin your musical creation journey!
Sebastian Brown
26 January 2025
Professional content creators are using LipSync Studio to enhance their work. Whether it's dubbing, translation, or creative voiceovers, perfect synchronization is just a click away. LipSync
steave shawn
15 March 2025
But don’t be fooled by its somber name. Over time, Jemaa el Fna shifted from a mere marketplace into a cultural hub, earning its status as a UNESCO Masterpiece of the Oral and Intangible Heritage of Humanity. It is a living, breathing space that celebrates Morocco’s rich heritage and unique traditions. morocco-phototours.commorocco photography tours
Damen Avicia
23 April 2025
A key conference to follow getting over it scratch and share the importance of health. Research and discovery with in-depth analysis. A truly compelling narrative.
steave shawn
2 May 2025
Morocco is home to many lush valleys and oases, such as the Draa Valley and the Todra Gorge. These areas contrast sharply with the arid desert and offer a different perspective of Moroccan landscapes. Palm trees, riverbeds, and ancient kasbahs dot the scenery, making it ideal for landscape and travel photography. morocco-phototours.comchefchaouen
otis jame
14 May 2025
Flash floods are becoming increasingly frequent and devastating, sprunki especially in vulnerable geographies like the Haor region of north-eastern Bangladesh. This research is timely and critical, directly addressing the interplay between climate change, topography, and human vulnerability, with a focus on one of the most flood-prone regions in South Asia.
Anna Smith
1 February 2026
This is a very insightful study on the flash flood vulnerabilities in the north-eastern wetland regions of Bangladesh. The use of remote sensing techniques like Sentinel-01 SAR and Landsat images combined with tools like Google Earth Engine and ArcGIS Pro really demonstrates a robust methodology for flood hazard mapping. It is alarming to see that districts like Sunamganj and Sylhet are facing such high levels of inundation, affecting both crops and a large population. Studies like this are crucial for planning mitigation strategies and informing policymakers about spatial planning and flood control measures. Integrating local infrastructure planning with early warning systems could be a game-changer. Also, it’s interesting to consider how data from fields like a Performing Arts Gallery could potentially be digitized or included in community awareness programs to educate locals about flood risks.
steave shawn
19 May 2025
When playing online games to earn money, avoid these common mistakes:
1. Over-Investing in Games
Spending too much money on in-game purchases can reduce your profits.
2. Ignoring Account Security
Failing to secure your gaming account can lead to loss of earnings.
3. Falling for Scams
Be cautious of fake games or apps that promise high earnings but are actually fraudulent. aimrbudi.net/ai mr budi
1. Over-Investing in Games
Spending too much money on in-game purchases can reduce your profits.
2. Ignoring Account Security
Failing to secure your gaming account can lead to loss of earnings.
3. Falling for Scams
Be cautious of fake games or apps that promise high earnings but are actually fraudulent. aimrbudi.net/ai mr budi
Natalie Evans
19 January 2026
Flash floods damage crops, leading to food insecurity and loss of livelihoods for farmers snow road 3d. Homes and infrastructure such as roads and bridges are often destroyed, complicating recovery efforts and increasing economic losses.
Anna Smith
22 January 2026
This study highlights how extreme weather events, like flash floods in northeastern Bangladesh, are becoming more frequent and severe due to climate change. Understanding flood hazard zones is crucial not just for local communities but also for sectors like tourism, where infrastructure and visitor safety can be heavily impacted. For example, countries like New Zealand have leveraged such research to improve disaster preparedness in their tourism regions— https://www.nz-tourism.com/ relies on both natural beauty and safety, so detailed hazard mapping and risk analysis are essential to maintain visitor confidence while protecting local communities. Studies like this can serve as a model for other vulnerable regions around the world to plan more resilient tourism and infrastructure strategies.
Anna Smith
1 February 2026
This is a very detailed and insightful analysis of flash flood risks in north-eastern Bangladesh. The use of remote sensing data, particularly Sentinel-01 SAR and Landsat images, really strengthens the study’s methodology for delineating hazard zones. It’s alarming to see such a high percentage of the population affected, especially in Sunamganj and Habiganj districts. Studies like this are crucial for informing spatial planning and disaster mitigation policies. On a different note, I recently came across a [url=https://vacation.gallery/]Performing Arts Gallery[/url] Performing Arts Gallery in the region, and it reminded me how vulnerable even local businesses can be to such environmental disasters. Overall, this research highlights the urgent need for proactive strategies in flood-prone areas.
emma 32
3 February 2026
Interesting study on flash flood hazard zonation in North-eastern Haor! The detailed risk analysis really highlights vulnerable areas. Reading this made me think of planning safer travel routes, kind of like researching things to do in marrakech before visiting—preparation is everything! Solid work overall.
