IDEAS home Printed from https://ideas.repec.org/a/spr/nathaz/v43y2007i2p167-185.html
   My bibliography  Save this article

Adequacy of satellite derived rainfall data for stream flow modeling

Author

Listed:
  • Guleid Artan
  • Hussein Gadain
  • Jodie Smith
  • Kwabena Asante
  • Christina Bandaragoda
  • James Verdin

Abstract

Floods are the most common and widespread climate-related hazard on Earth. Flood forecasting can reduce the death toll associated with floods. Satellites offer effective and economical means for calculating areal rainfall estimates in sparsely gauged regions. However, satellite-based rainfall estimates have had limited use in flood forecasting and hydrologic stream flow modeling because the rainfall estimates were considered to be unreliable. In this study we present the calibration and validation results from a spatially distributed hydrologic model driven by daily satellite-based estimates of rainfall for sub-basins of the Nile and Mekong Rivers. The results demonstrate the usefulness of remotely sensed precipitation data for hydrologic modeling when the hydrologic model is calibrated with such data. However, the remotely sensed rainfall estimates cannot be used confidently with hydrologic models that are calibrated with rain gauge measured rainfall, unless the model is recalibrated. Copyright Springer Science+Business Media, Inc. 2007

Suggested Citation

  • Guleid Artan & Hussein Gadain & Jodie Smith & Kwabena Asante & Christina Bandaragoda & James Verdin, 2007. "Adequacy of satellite derived rainfall data for stream flow modeling," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 43(2), pages 167-185, November.
    • Handle: RePEc:spr:nathaz:v:43:y:2007:i:2:p:167-185
    DOI: 10.1007/s11069-007-9121-6
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11069-007-9121-6
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11069-007-9121-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. S. Jonkman, 2005. "Global Perspectives on Loss of Human Life Caused by Floods," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 34(2), pages 151-175, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Robyn Johnston & Vladimir Smakhtin, 2014. "Hydrological Modeling of Large river Basins: How Much is Enough?," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 28(10), pages 2695-2730, August.
    2. Woo Han & Steven Burian & J. Shepherd, 2011. "Assessment of satellite-based rainfall estimates in urban areas in different geographic and climatic regions," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 56(3), pages 733-747, March.
    3. Amarnath, Giriraj & Simons, G. W. H. & Alahacoon, Niranga & Smakhtin, V. & Sharma, Bharat & Gismalla, Y. & Mohammed, Y. & Andrie, M. C. M., 2018. "Using smart ICT to provide weather and water information to smallholders in Africa: the case of the Gash River Basin, Sudan," Papers published in Journals (Open Access), International Water Management Institute, pages 22:52-66.
    4. Rajesh Khatakho & Dipendra Gautam & Komal Raj Aryal & Vishnu Prasad Pandey & Rajesh Rupakhety & Suraj Lamichhane & Yi-Chung Liu & Khameis Abdouli & Rocky Talchabhadel & Bhesh Raj Thapa & Rabindra Adhi, 2021. "Multi-Hazard Risk Assessment of Kathmandu Valley, Nepal," Sustainability, MDPI, vol. 13(10), pages 1-27, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Rebecca E. Morss & Julie L. Demuth & Ann Bostrom & Jeffrey K. Lazo & Heather Lazrus, 2015. "Flash Flood Risks and Warning Decisions: A Mental Models Study of Forecasters, Public Officials, and Media Broadcasters in Boulder, Colorado," Risk Analysis, John Wiley & Sons, vol. 35(11), pages 2009-2028, November.
    2. Sivadasan, Jagadeesh & Xu, Wenjian, 2021. "Missing women in India: Gender-specific effects of early-life rainfall shocks," World Development, Elsevier, vol. 148(C).
    3. María Isabel Arango & Edier Aristizábal & Federico Gómez, 2021. "Morphometrical analysis of torrential flows-prone catchments in tropical and mountainous terrain of the Colombian Andes by machine learning techniques," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 105(1), pages 983-1012, January.
    4. Francesco Serinaldi & Florian Loecker & Chris G. Kilsby & Hubert Bast, 2018. "Flood propagation and duration in large river basins: a data-driven analysis for reinsurance purposes," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 94(1), pages 71-92, October.
    5. Ibidun Adelekan & Adeniyi Asiyanbi, 2016. "Flood risk perception in flood-affected communities in Lagos, Nigeria," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 80(1), pages 445-469, January.
    6. Weili Duan & Bin He & Daniel Nover & Jingli Fan & Guishan Yang & Wen Chen & Huifang Meng & Chuanming Liu, 2016. "Floods and associated socioeconomic damages in China over the last century," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 82(1), pages 401-413, May.
    7. Tian Liu & Peijun Shi & Jian Fang, 2022. "Spatiotemporal variation in global floods with different affected areas and the contribution of influencing factors to flood-induced mortality (1985–2019)," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 111(3), pages 2601-2625, April.
    8. S. Mosquera-Machado & Sajjad Ahmad, 2007. "Flood hazard assessment of Atrato River in Colombia," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 21(3), pages 591-609, March.
    9. Helen Boon, 2014. "Disaster resilience in a flood-impacted rural Australian town," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 71(1), pages 683-701, March.
    10. Wim Kellens & Ruud Zaalberg & Tijs Neutens & Wouter Vanneuville & Philippe De Maeyer, 2011. "An Analysis of the Public Perception of Flood Risk on the Belgian Coast," Risk Analysis, John Wiley & Sons, vol. 31(7), pages 1055-1068, July.
    11. Roland Azibo Balgah & Kester Azibo Ngwa & Gertrud Rosa Buchenrieder & Jude Ndzifon Kimengsi, 2023. "Impacts of Floods on Agriculture-Dependent Livelihoods in Sub-Saharan Africa: An Assessment from Multiple Geo-Ecological Zones," Land, MDPI, vol. 12(2), pages 1-18, January.
    12. Andrew Onwuemele, 2018. "Public Perception of Flood Risks and Disaster Preparedness in Lagos Megacity, Nigeria," Academic Journal of Interdisciplinary Studies, Richtmann Publishing Ltd, vol. 7, November.
    13. Richard Franklin & Jemma King & Peter Aitken & Peter Leggat, 2014. "“Washed away”—assessing community perceptions of flooding and prevention strategies: a North Queensland example," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 73(3), pages 1977-1998, September.
    14. Pradeep Rawat & Prakash Tiwari & Charu Pant, 2012. "Geo-hydrological database modeling for integrated multiple hazards and risk assessment in Lesser Himalaya: a GIS-based case study," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 62(3), pages 1233-1260, July.
    15. Noonan, Douglas S. & Sadiq, Abdul-Akeem, 2019. "Community-scale Flood Risk Management: Effects of a Voluntary National Program on Migration and Development," Ecological Economics, Elsevier, vol. 157(C), pages 92-99.
    16. Manabendra Saharia & Avish Jain & Ronit Raj Baishya & Saagar Haobam & O. P. Sreejith & D. S. Pai & Arezoo Rafieeinasab, 2021. "India flood inventory: creation of a multi-source national geospatial database to facilitate comprehensive flood research," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 108(1), pages 619-633, August.
    17. Guoqiang Shen & Seong Hwang, 2015. "A spatial risk analysis of tornado-induced human injuries and fatalities in the USA," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 77(2), pages 1223-1242, June.
    18. Huan-Feng Duan & Fei Li & Hexiang Yan, 2016. "Multi-Objective Optimal Design of Detention Tanks in the Urban Stormwater Drainage System: LID Implementation and Analysis," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(13), pages 4635-4648, October.
    19. Darshan Anil Sansare & Sumedh Yamaji Mhaske, 2020. "Natural hazard assessment and mapping using remote sensing and QGIS tools for Mumbai city, India," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 100(3), pages 1117-1136, February.
    20. Wim Kellens & Tijs Neutens & Pieter Deckers & Johan Reyns & Philippe Maeyer, 2012. "Coastal flood risks and seasonal tourism: analysing the effects of tourism dynamics on casualty calculations," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 60(3), pages 1211-1229, February.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:nathaz:v:43:y:2007:i:2:p:167-185. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.