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Advancing the Use of Satellite Rainfall Datasets for Flood Prediction in Ungauged Basins: The Role of Scale, Hydrologic Process Controls and the Global Precipitation Measurement Mission [chapter]

Faisal Hossain, Nitin Katiyar
2008 Studies in Computational Intelligence  
The most pertinent example in the context of flood prediction is the Global Precipitation Measurement (GPM) mission for global monitoring of rainfall (Smith et al., 2007) .  ...  the context of flood prediction-i) the role played by hydrologic process controls; and ii) the role played by scale.  ... 
doi:10.1007/978-3-540-75384-1_7 fatcat:4jnkxr74ozhlfkyeq23ikbfyai

Flood hazard mapping for data-scarce and ungauged coastal river basins using advanced hydrodynamic models, high temporal-spatial resolution remote sensing precipitation data, and satellite imageries

Manh Xuan Trinh, Frank Molkenthin
2021 Natural Hazards  
By coupling the rainfall–runoff model, the one-dimensional and two-dimensional models, and the integration of these with global tide model, satellite precipitation products, and synthetic aperture radar  ...  The temporal downscaling technique was applied to disaggregate daily rainfall data using satellite-based precipitation products.  ...  of the US, and National Hydro-Meteorological Service of Vietnam for providing useful satellite data and measured data for this study.  ... 
doi:10.1007/s11069-021-04843-1 fatcat:rfcfavq7p5hd7jgwfqoj4sgxde

Remote Sensing and River Basin Management: An Expository Review with Special Reference to Southwest Nigeria [chapter]

Adewole Adedayo Oreoluwa, Eludoyin Adebayo Oluwole
2019 Current Practice in Fluvial Geomorphology - Dynamics and Diversity [Working Title]  
This chapter is part of the focus on the development in river basin management, and its specific objective is to provide an expository review of drainage basin morphometry and the relevance of remote sensing  ...  The study reveals that remote sensing technology is efficient for providing decision support system for both gauged and ungauged river basins, and that freely available remote sensing data can efficiently  ...  The Shuttle Radar Topography Mission (SRTM) and the Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) are samples of advanced global DEMs.  ... 
doi:10.5772/intechopen.88681 fatcat:hauilay4jnfu5jijmtzyrpozuy

Application of Satellite Rainfall Products for Flood Inundation Modelling in Kelantan River Basin, Malaysia

Tam, Abd Rahman, Harun, Hanapi, Kaoje
2019 Hydrology  
Four SRPs, Integrated Multi-satellitE Retrievals for Global Precipitation Measurement (GPM) - Early, - Late (IMERG-E, IMERG-L), Global Satellite Mapping of Precipitation-Near Real Time (GSMaP-NRT), and  ...  The present study aims to evaluate the performance of high spatial-temporal resolution satellite rainfall products (SRPs) and rain gauge data in hydrological modelling and flood inundation mapping.  ...  Acknowledgments: The authors would like to thanks to the Department of Irrigation Drainage, Malaysia and all satellite rainfall products developers (GPM, PERSIANN, GSMaP) for providing the data in this  ... 
doi:10.3390/hydrology6040095 fatcat:pw2zhpp7srai7bscgxm6vamcje

Investigating Spatial Downscaling of Satellite Rainfall Data for Streamflow Simulation in a Medium-Sized Basin

Sayma Rahman, Amvrossios C. Bagtzoglou, Faisal Hossain, Ling Tang, Lance D. Yarbrough, Greg Easson
2009 Journal of Hydrometeorology  
The objective of this study was to investigate spatial downscaling of satellite rainfall data for streamflow prediction in a medium-sized (970 km 2 ) river basin prone to flooding.  ...  Two Tropical Rainfall Measuring Mission (TRMM)based real-time global satellite rainfall products were analyzed: 1) the infrared (IR)-based 3B41RT product available at 1 hourly and 0.258 scales and 2) the  ...  The corresponding author ac-  ... 
doi:10.1175/2009jhm1072.1 fatcat:ebxe75pfabdoffqfjz76yp3ubi

Using the Global Hydrodynamic Model and GRACE Follow-On Data to Access the 2020 Catastrophic Flood in Yangtze River Basin

Jinghua Xiong, Shenglian Guo, Jiabo Yin, Lei Gu, Feng Xiong
2021 Remote Sensing  
GRAFO-derived discharge observes the flood peaks in July and August and the recession process in October 2020.  ...  Our developed approach provides an alternative way of monitoring large-scale extreme hydrological events with the latest GRAFO release and CaMa-Flood model.  ...  The authors wish to express their gratitude to all authors of the numerous technical reports used for this paper. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/rs13153023 fatcat:aft7xqvdyfb2dk67sg5vrynwyu

Assimilation of Passive Microwave Streamflow Signals for Improving Flood Forecasting: A First Study in Cubango River Basin, Africa

Yu Zhang, Yang Hong, XuGuang Wang, Jonathan J. Gourley, JiDong Gao, Humberto J. Vergara, Bin Yong
2013 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing  
Given the global availability of satellite-based precipitation from current TRMM and future GPM, together with soil moisture information from the current AMSR-E and future SMAP mission at near real-time  ...  This is accomplished by coupling a widely used conceptual rainfall-runoff hydrological model with Ensemble Square Root Filter (EnSRF) to account for uncertainty in both forcing data and model initial conditions  ...  ACKNOWLEDGMENT The authors would like to gratefully acknowledge the Global Flood Detection System for providing the AMSR-E M/C ratio signal data to conduct this study.  ... 
doi:10.1109/jstars.2013.2251321 fatcat:nax64k4cmrff3gxn7s4muwezuu

Evaluation and Hydrological Utility of the GPM IMERG Precipitation Products over the Xinfengjiang River Reservoir Basin, China

Xue Li, Yangbo Chen, Xincui Deng, Yueyuan Zhang, Lingfang Chen
2021 Remote Sensing  
This study aims to analyze the quality of the Integrated Multisatellite Retrieval for Global Precipitation Measurement (GPM IMERG) products and their hydrological utility in the Xinfengjiang River reservoir  ...  As a supplement to gauge observation data, many satellite observations have been used for hydrology and water resource research.  ...  Based on the success of TMPA, the Global Precipitation Measurement (GPM) mission further prompted the advance of precipitation retrieval in terms of forecasting accuracy and space coverage, benefiting  ... 
doi:10.3390/rs13050866 fatcat:jkuzuqyobzbitalfn4de6rgc5a

Estimating Basin-Scale Water Budgets With SMAP Soil Moisture Data

Randal D. Koster, Wade T. Crow, Rolf H. Reichle, Sarith P. Mahanama
2018 Water Resources Research  
For the basin-scale water budget analysis, the precipitation and streamflow algorithms are calibrated with two years of SMAP retrievals in conjunction with observed precipitation and streamflow data and  ...  While estimation accuracy (as measured by the square of the correlation coefficient, r 2 , between estimates and observations) varies by basin, the average r 2 for the basins is 0.53 for precipitation  ...  We are grateful for the datasets and data archiving centers that supported this work and appreciate those who make the generation and dissemination of the SMAP data products and various validation datasets  ... 
doi:10.1029/2018wr022669 pmid:30319160 pmcid:PMC6179158 fatcat:qhqpxgbdpneihnzeazv7jiafpe

Predicting Surface Runoff from Catchment to Large Region

Hongxia Li, Yongqiang Zhang, Xinyao Zhou
2015 Advances in Meteorology  
rainfall-runoff models, distributed hydrological models, and land surface models, (2) parameterizing hydrological models in ungauged catchments, (3) improving hydrological model structure, and (4) using  ...  This paper presents a comprehensive review for various studies conducted for improving runoff predictions from catchment to large region in the last several decades.  ...  River Engineering, and the CSIRO strategic project (R-7197-1) on global hydrology study.  ... 
doi:10.1155/2015/720967 fatcat:fqjzfpdeozhbdlvpym6bzwj7gq

Multi-Scenario Integration Comparison of CMADS and TMPA Datasets for Hydro-Climatic Simulation over Ganjiang River Basin, China

Qiang Wang, Jun Xia, Xiang Zhang, Dunxian She, Jie Liu, Pengjun Li
2020 Water  
In this study, three daily products, including two satellite products (Tropic Rainfall Measuring Mission Multi-Satellite Precipitation Analysis, TMPA 3B42 and 3B42RT) and one reanalysis product (China  ...  Meteorological Assimilation Driving Datasets for the SWAT Model, CMADS), were used to assess the capacity of hydro-climatic simulation based on the statistical method and hydrological model in Ganjiang  ...  The research community of CMADS and TMPA products are also highly appreciated for developing the free data for international users.  ... 
doi:10.3390/w12113243 fatcat:a7qipe7pcjdrhfmjl72jhmmvcy

Application of Remote Sensing Data to Constrain Operational Rainfall-Driven Flood Forecasting: A Review

Yuan Li, Stefania Grimaldi, Jeffrey Walker, Valentijn Pauwels
2016 Remote Sensing  
This paper reviews the recent advances on integration of remotely sensed precipitation and soil moisture with rainfall-runoff models for rainfall-driven flood forecasting.  ...  Traditionally, flood forecasting models are forced, calibrated and updated using in-situ measurements, e.g., gauged precipitation and discharge.  ...  Acknowledgments: This study is financially supported by the Bushfires and Natural Hazards CRC  ... 
doi:10.3390/rs8060456 fatcat:cbxlmrs4mjejha7fcsotmwsi3m

Evaluation of Satellite Precipitation Products and Their Potential Influence on Hydrological Modeling over the Ganzi River Basin of the Tibetan Plateau

Alaa Alden Alazzy, Haishen Lü, Rensheng Chen, Abubaker B. Ali, Yonghua Zhu, Jianbin Su
2017 Advances in Meteorology  
hydrological processes simulation using the HEC-HMS model in the Ganzi River Basin (GRB) of the Tibetan Plateau.  ...  In the last few years, satellite-based precipitation datasets are believed to be a potential source for forcing inputs in driving hydrological models, which are important especially in complex terrain  ...  hydrological applications, such as flood forecasting and control, early drought warning, and streamflow simulation in ungauged basins [10, 11] .  ... 
doi:10.1155/2017/3695285 fatcat:vslfeqsq7ffg3oiueui6zfrfli

Calibration of Spatially Distributed Hydrological Processes and Model Parameters in SWAT Using Remote Sensing Data and an Auto-Calibration Procedure: A Case Study in a Vietnamese River Basin

Lan Ha, Wim Bastiaanssen, Ann van Griensven, Albert van Dijk, Gabriel Senay
2018 Water  
Geological Survey Earth Resources Observation and Science Center. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ...  of local eco-hydrological processes that occur locally in ungauged basins, which can never be interpreted from bulk flow measurements, if there are any.  ... 
doi:10.3390/w10020212 fatcat:3w4ab3rzc5bnvno625sc6qivny

A Review of Coupled Hydrologic-Hydraulic Models for Floodplain Assessments in Africa: Opportunities and Challenges for Floodplain Wetland Management

Innocent C. Chomba, Kawawa E. Banda, Hessel C. Winsemius, Machaya J. Chomba, Mulema Mataa, Victoria Ngwenya, Henry M. Sichingabula, Imasiku A. Nyambe, Bruce Ellender
2021 Hydrology  
large basin for floodplain assessments through the use of available open access models, coupling frameworks and remotely sensed datasets.  ...  Case studies reviewed in this paper have pointed out the potential of applying coupled hydrologic and hydraulic models and the opportunities present to be used in Africa especially for data scarce and  ...  Thanks are also due to the anonymous reviewers for their comprehensive review of the paper and for their many helpful suggestions.  ... 
doi:10.3390/hydrology8010044 fatcat:ofr5tvustbhh5pebfcyu37hzfm
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