/Flood-prediction

Dataset for my flood prediction work.

Dataset

Dataset parameters

Name Unit
Station Names
Year
Month
Max Temp Celsius
Min Temp Celsius
Rainfall cm
Relative Humidity Percentage
Wind Speed meters per second
Cloud Coverage Okta
Bright Sunshine Hours per day
Station number
X Coordinate
Y Coordinate
Latitude
Longitude
Altitude meter
Period
Flood? 1(Yes)

BibTex Citation

If you utilize our dataset, please use the following citation:

@inproceedings{gauhar2021prediction,
  title={Prediction of Flood in Bangladesh using k-Nearest Neighbors Algorithm},
  author={Gauhar, Noushin and Das, Sunanda and Moury, Khadiza Sarwar},
  booktitle={2021 2nd International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST)},
  pages={357--361},
  year={2021},
  organization={IEEE}
}

The dataset was created using the references listed below.

  1. https://www.kaggle.com/emonreza/65-years-of-weather-data-bangladesh-preprocessed
  2. https://www.thedailystar.net/news/hundreds-of-villages-flooded
  3. https://reliefweb.int/report/bangladesh/bangladesh-situation-report-no177-flood
  4. https://reliefweb.int/report/bangladesh/bangladesh-flood-situation-report-july-14-2013
  5. https://www.thedailystar.net/news/flash-flood-hits-35-villages-in-dinajpur
  6. Annual Flood Report 2010, Flood Forecasting and Warning Centre, Bangladesh Water Development Board
  7. Annual Flood Report 2011, Flood Forecasting and Warning Centre, Bangladesh Water Development Board
  8. Annual Flood Report 2012, Flood Forecasting and Warning Centre, Bangladesh Water Development Board
  9. Annual Flood Report 2013, Flood Forecasting and Warning Centre, Bangladesh Water Development Board
  10. Floods in Bangladesh: History, dynamics and rethinking the role of the Himalayas - Thomas Hofer and Bruno Messerli
  11. https://en.wikipedia.org/wiki/Floods_in_Bangladesh
  12. http://www.dartmouth.edu/~floods/Archives/1987sum.htm
  13. https://www.wsws.org/en/articles/1999/10/bang-o20.html
  14. https://reliefweb.int/report/bangladesh/bangladesh-situation-report-no177-flood
  15. https://www.thedailystar.net/news-detail-142891
  16. https://www.adpc.net/igo/contents/iPrepare/iprepare-news_id.asp?ipid=215
  17. https://www.thedailystar.net/country/heavy-rain-triggering-flood-sylhet-ctg-1590517
  18. https://reliefweb.int/report/bangladesh/bangladesh-floods-aug-1988-undro-situation-reports-1-13
  19. https://reliefweb.int/report/bangladesh/bangladesh-1998-flood-relief
  20. http://en.banglapedia.org/index.php?title=Flood
  21. https://reliefweb.int/report/bangladesh/bangladesh-floods-aug-1989-undro-information-report-no-1
  22. https://reliefweb.int/report/bangladesh/bangladesh-floods-appeal-no-202000-situation-report-no-2
  23. http://www.londoni.co/index.php/history?id=487
  24. https://reliefweb.int/report/bangladesh/act-alertupdate-bangladesh-22003-flood-situation-remains-changeable
  25. https://reliefweb.int/report/bangladesh/bangladesh-flood-situation-report-31-jul-2002