Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models

Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Tasnia, Rifah, Fuad, Sorder Md Farhan
Άλλοι συγγραφείς:	Islam, Md. Saiful
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2024
Θέματα:	Flood prediction Machine learning UNET Multi-spectral satellite image Neural network VGG16 Pattern recognition. Optical data processing. Flood forecasting > Remote sensing.
Διαθέσιμο Online:	http://hdl.handle.net/10361/24340

Παρόμοια τεκμήρια

Remote sensing and its applications /
ανά: Narayan, L. R. A.
Έκδοση: (1999)

Predicting climate induced floods using machine learning
ανά: Saleh, Chowdhury Nafis, κ.ά.
Έκδοση: (2022)

Distributed processing of large remote sensing images using mapreduce : a case of edge detection methods /
ανά: Tesfamariam, Ermias Beyene
Έκδοση: (2011)

Localization of aid – a case of Bangladesh flood 2017
ανά: Alam, Shofiul
Έκδοση: (2018)

Perspectives on flood 1998 /
Έκδοση: (2000)

Flood 2000 /
Έκδοση: (2002)

Identification of flood victims and assessing damage: exploring some methodologlcal issues
ανά: Ahmed, Syed Masud
Έκδοση: (2020)

A comparative analysis of different types of flood shelters in Bangladesh
ανά: Mallick, Professor Fuad Hassan, κ.ά.
Έκδοση: (2012)

The state of GIS application in flood management of Bangladesh
ανά: Rahman, Halima
Έκδοση: (2011)

Bangladesh floods : views from home and abroad /
Έκδοση: (1998)

Health during disaster: sharing experiences with 1998 flood victims
ανά: Shahaduzzaman
Έκδοση: (2019)

Flood management model final report.
Έκδοση: (1994)

Assessing the effectiveness of structural and non-structural flood mitigation measures of Bushrod island’s unplanned settlements
ανά: Kamara, Abu Sumaila
Έκδοση: (2024)

Flood management model final report.
Έκδοση: (1994)

Flood monitoring and warning system for embankment using IoT
ανά: Dutta, Aparup, κ.ά.
Έκδοση: (2022)

A guide to identification of affected persons, damage estimation and need-assessment during flood
ανά: Ahmed, Syed Masud
Έκδοση: (2019)

Options for flood risk and damage reduction in Bangladesh /

Application of scientific and indigenous knowledge for flood management in Northwest Bangladesh
ανά: Ahmmed, Sohel
Έκδοση: (2015)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
ανά: Toufique, S.M, κ.ά.
Έκδοση: (2024)

BRAC University donates Tk. 65 lakh for flood victims
ανά: The Daily Star
Έκδοση: (2022)

An effective real-time flood disaster management with automated GSM warning system
ανά: Faruk, Omar, κ.ά.
Έκδοση: (2024)

Theory of Reflectance and Emittance Spectroscopy
ανά: Bruce Hapke
Έκδοση: (2012)

Needs of resilient structure: a case study of flood disaster in Phuentsholing, Bhutan
ανά: Chhettri, Ran bdr
Έκδοση: (2024)

Flood vulnerability and associated risk management in Umuebu community, Ukwuani Local Government Area of Delta State, Nigeria
ανά: Oghenemudiakevwe, Aghanenu
Έκδοση: (2023)

Upgrading homesteads to flood shelters in char Kochkhali, Gaibandha
ανά: Adham, Md. Rubayet IBN
Έκδοση: (2011)

Design and dissemination of community oriented flood warning message
ανά: Hossain, Md. Saiful
Έκδοση: (2011)

Can Bangladesh be protected from floods? /
ανά: Brammer, H.
Έκδοση: (2004)

Assessment methods and standard loss database for Bangladesh : flood loss potentials in non-agricultural sectors /
ανά: Nabiul Islam, K. M.
Έκδοση: (2005)

Indigenous coping mechanisms in combating flood
ανά: Morshed, Monzu
Έκδοση: (2011)

Local level hazard maps for flood,storm sugar and salinity : study report /
Έκδοση: (2013)

Flood '98 and BRAC - a case study on three slums in Dhanmandi area of Dhaka city
ανά: Rashid, Sabina, κ.ά.
Έκδοση: (2019)

Flood prediction using machine learning models
ανά: Syeed, Miah Mohammad Asif, κ.ά.
Έκδοση: (2022)

Flood disaster mitigation in DND: land use perspective
ανά: Munshi, Md. Ruhul Amin
Έκδοση: (2011)

A visit to a flood shelter in Dhaka City
ανά: Karim, Fazlul, κ.ά.
Έκδοση: (2020)

Urban flooding of greater Dhaka in a changing climate : building local resilience to disaster risk /
ανά: Dasgupta, Susmita, 1961-

Impacts of flood in urban Bangladesh : micro and macro level analysis /
ανά: Nabiul Islam, K. M.

Policy brief : local level hazard maps for flood, storm surge & salinity /
Έκδοση: (2014)

Predicting Urban trends of growth with Google Earth Engine
ανά: Islam, Rifah Tasmiah, κ.ά.
Έκδοση: (2023)

Living with floods : an exercise in alternatives /
Έκδοση: (1999)

How to include disability issues in disaster management : following flooods 2004 in Bangladesh.
Έκδοση: (2005)