کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4465067 1621851 2011 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Validation of a TRMM-based global Flood Detection System in Bangladesh
موضوعات مرتبط
مهندسی و علوم پایه علوم زمین و سیارات کامپیوتر در علوم زمین
پیش نمایش صفحه اول مقاله
Validation of a TRMM-based global Flood Detection System in Bangladesh
چکیده انگلیسی

Although the TRMM-based Flood Detection System (FDS) has been in operation in near real-time since 2006, the flood ‘detection’ capability has been validated mostly against qualitative reports in news papers and other types of media. In this study, a more quantitative validation of the FDS over Bangladesh against in situ measurements is presented. Using measured stream flow and rainfall data, the study analyzed the flood detection capability from space for three very distinct river systems in Bangladesh: (1) Ganges– a snowmelt-fed river regulated by upstream India, (2) Brahmaputra – a snow-fed river that is braided, and (3) Meghna – a rain-fed and relatively flashier river. The quantitative assessment showed that the effectiveness of the TRMM-based FDS can vary as a function of season and drainage basin characteristics. Overall, the study showed that the TRMM-based FDS has great potential for flood prone countries like Bangladesh that are faced with tremendous hurdles in transboundary flood management. The system had a high probability of detection overall, but produced increased false alarms during the monsoon period and in regulated basins (Ganges), undermining the credibility of the FDS flood warnings for these situations. For this reason, FDS users are cautioned to verify FDS estimates during the monsoon period and for regulated rivers before implementing flood management practices. Planned improvements by FDS developers involving physically-based hydrologic modeling should transform the system into a more accurate tool for near real-time decision making on flood management for ungauged river basins of the world.

Figure optionsDownload high-quality image (120 K)Download as PowerPoint slideResearch highlights▶ TRMM-based Flood Detection System (FDS) validated using in situ measurements in Bangladesh. ▶ System has high probability of detection overall. ▶ There is an increased false alarms during the monsoon season and on regulated rivers. ▶ FDS users are cautioned to verify estimates for flood management practices. ▶ Planned improvements to the FDS will create a more accurate flood management decision-making tool.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: International Journal of Applied Earth Observation and Geoinformation - Volume 13, Issue 2, April 2011, Pages 165–177
نویسندگان
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