
Associate Professor, Institute of Industrial Science, The University of Tokyo
Global Hydrodynamics Lab Principal Investigator
Global Hydrodynamics is a research field that aims to understand, at the scale of the entire Earth, the transport and storage of terrestrial water and its interactions with the Earth system.
Water flows in rivers and floodplains are inherently multi-scale phenomena, strongly controlled by both basin-scale water budgets (over 1,000 km) and fine-scale channel and micro-topographic features (below 100 m). A central challenge in global hydrodynamics modeling is how to bridge this large gap in spatial scales within a single, consistent theoretical framework.
I develop global river models (e.g., CaMa-Flood) that can consistently simulate water levels, discharge, and inundation extent using efficient algorithms based on subgrid topography representation. Rather than focusing only on discharge, my goal is to reproduce, consistently at the global scale, the basic physical principle that “water flows from higher to lower places.” Designing model structures that satisfy both computational efficiency and physical fidelity is key to this effort.
CaMa-Flood is one of the few models currently capable of consistently simulating discharge, water levels, and inundation extent for all rivers on Earth. It is released as open source, has over 1,000 registered users, and has grown into an international modeling platform used by research institutes and operational meteorological agencies worldwide.
Accurate simulations of terrestrial water dynamics require not only advanced numerical models but also high-quality topographic information that governs where and how water flows. At the global scale, building hydrologically consistent topography datasets is itself a major challenge. While satellite observations provide global coverage, they often contain noise and systematic errors that can hinder the correct representation of drainage structures and flow paths.
To address this, I integrate multiple satellite datasets and geospatial information and reconstruct them into river topography datasets consistent with natural drainage structures, thereby developing foundational global topography/hydrography datasets for terrestrial water dynamics modeling. Representative products include the global elevation dataset MERIT DEM, the global hydrography dataset MERIT Hydro, and the Japan flow-direction map J-FlwDir. By systematically building hydrologically consistent geospatial foundations, I contribute to the broader Earth science community.
Recent advances in satellite technology are making it increasingly possible to observe water surface elevation and inundation extent at the global scale. However, observations remain incomplete in space and time, and observation data alone cannot reveal the full picture of the water cycle.
I therefore develop data assimilation and model optimization approaches that integrate numerical models with satellite and in situ observations, enabling estimation of the global water cycle through the fusion of theory and data. Quantities that are not directly observable—such as river channel depth or floodplain storage—can also be inferred through model–data consistency. This inference process is an attempt to advance both “measuring” and “understanding” terrestrial water dynamics at the scale of the Earth.
Climate change may alter precipitation patterns and the frequency of extreme discharges, but its impacts are intertwined with basin topography, river characteristics, land use, and societal responses in complex ways. Physically based global hydrodynamics simulations provide a foundation for treating these interacting factors within a unified framework.
By coupling hydrodynamics with climate-model outputs and conducting large ensemble analyses, I assess future flood risks and probabilistic hazard metrics. I also investigate how terrestrial water variability affects society and ecosystems, and how human activities feed back into hydrodynamic systems. In problem settings that span the boundary between natural and social systems, hydrodynamics models play a role in connecting fundamental science to real-world decision making. I also work with industry–academia collaborations to explore climate change adaptation strategies centered on flood risk.
Rainfall–runoff processes are fundamental hydrological mechanisms underlying floods, yet their multi-stage and nonlinear structures make them difficult for beginners to grasp intuitively. To address this, I developed “SplashTune,” which turns physically based rainfall–runoff simulations into an interactive game, and I study process-based hydrology education methods. By presenting a framework in which floods are understood not merely as disaster events but as dynamical consequences of differences in basin conditions and surface states, I aim to help more people recognize both the intellectual appeal of hydrological models and their societal relevance.
Under the concept of “Playable Hydrology,” this research integrates physical models with game-based learning to bridge hydrological expertise and societal water literacy. At the same time, it aims to translate model-based thinking cultivated in cutting-edge hydrodynamics research into educational practice, thereby narrowing the gap between frontier research and the classroom.
Based at the Institute of Industrial Science, The University of Tokyo, I work to build an international hub for research on global terrestrial water dynamics. I place strong emphasis on training PhD students and postdoctoral researchers, while actively hosting international students, interns, and visiting/sabbatical scholars to cultivate a collaborative environment where researchers with diverse backgrounds work together.
I also lead community building in global river modeling through organizing international workshops and continuously planning international conference sessions, including the CaMa-Flood International Developer/User Meeting. By advancing research, education, and community development as an integrated effort, I aim to strengthen the international research infrastructure of global hydrology and foster the next generation of researchers.
Based at the Institute of Industrial Science (Komaba Research Campus), The University of Tokyo, I promote research in global hydrology and global terrestrial water dynamics, while working to build an international research hub and to train the next generation of researchers.
While keeping hydrology as my core discipline, I have gained experience across diverse research environments beyond engineering and civil infrastructure, including Earth science, geography, and climate science, fostering an interdisciplinary perspective.
At the Department of Civil Engineering, The University of Tokyo, I engaged in frontier research on hydrology and climate change, while also cultivating a perspective on how scientific knowledge can be returned to society and used through dialogue with real-world stakeholders.
Advancing global river hydrodynamics simulations by catchment-based macro-scale floodplain modeling approach
Dai Yamazaki
Geoscience Letters, 12, 72, 2025
https://doi.org/10.1186/s40562-025-00452-z
A review paper summarizing 15 years of development and applications of the global river hydrodynamics model CaMa-Flood.
MERIT Hydro: A high-resolution global hydrography map based on latest topography datasets
Yamazaki, D., D. Ikeshima, J. Sosa, P.D. Bates, G.H. Allen, T.M. Pavelsky
Water Resources Research, 55, 5053–5073, 2019
https://doi.org/10.1029/2019WR024873
MERIT Hydro: a hydrologically consistent, high-resolution global hydrography dataset built by integrating the latest global topography products.
A high-accuracy map of global terrain elevations
Yamazaki, D., D. Ikeshima, R. Tawatari, T. Yamaguchi, F. O’Loughlin, J.C. Neal, C.C. Sampson, S. Kanae, P.D. Bates
Geophysical Research Letters, 44, 5844–5853, 2017
https://doi.org/10.1029/2017GL072874
Proposal of MERIT DEM, a high-accuracy global elevation model with substantially reduced errors by integrating multiple satellite-based elevation datasets.
A physically-based description of floodplain inundation dynamics in a global river routing model
Yamazaki, D., S. Kanae, H. Kim, T. Oki
Water Resources Research, 47, W04501, 2011
https://doi.org/10.1029/2010WR009726
A foundational study introducing physically based floodplain inundation processes into a global river model to jointly reproduce water levels and inundation extent.
Click here for Yamazaki Lab publication list
In the fields of global terrestrial water dynamics and large-scale river modeling, I contribute to building and advancing the international research community by organizing scientific meetings and serving in academic societies, creating forums for cross-disciplinary discussion.
For pioneering contributions to global terrestrial water dynamics modeling and the integration of satellite observations with numerical models, I have received major recognitions including international society awards, the MEXT Minister’s Commendation for Science and Technology (Young Scientist Award), and the JSPS Ikushi Prize.
2020 AOGS Kamide Distinguished-Lecture Award
Recent advances in global-scale surface water hydrodynamics modelling
Asia Oceania Geosciences Union (Jul 2020)
2020 Inoue Research Award
Research theme: “Understanding terrestrial surface water dynamics at the global scale by integrating satellite observations and numerical models”
Inoue Foundation for Science (Feb 2020)
MEXT Minister’s Commendation for Science and Technology (Young Scientist Award), FY2019
Research theme: “Global terrestrial water dynamics research”
Ministry of Education, Culture, Sports, Science and Technology (Apr 2019)
Early Career Scientist Presentation Award, 7th GEWEX International Scientific Conference on the Global Water and Energy Cycle
Global Hydrodynamic Modelling of Large-scale Flooding in Continental Rivers
WCRP/GEWEX (Jul 2014)
Dean’s Award (Research), Graduate School of Engineering
Ph.D. thesis: “Physical modeling of large-scale inundation in continental rivers worldwide”
The University of Tokyo (Mar 2012)
JSPS Ikushi Prize (2nd Award Cycle)
Outstanding doctoral research: “Physical modeling of large-scale flooding in continental rivers worldwide”
Japan Society for the Promotion of Science (Jan 2012)
Furuichi Prize (Best Master’s Thesis), Department of Civil Engineering
Master’s thesis: “Development of a global river routing model considering floods from channels to floodplains”
The University of Tokyo (Mar 2009)
Dean’s Award (Research), Graduate School of Engineering
Master’s thesis: “Development of a global river routing model considering floods from channels to floodplains”
The University of Tokyo (Mar 2009)
Students and postdoctoral researchers under my supervision have also received numerous awards from universities and academic societies, reflecting sustained recognition of the lab’s research and training activities.
Click here for Lab awards list
As a principal investigator and co-investigator, I have continuously secured research funding and lead a research group of about 20 members, centered on PhD students and postdoctoral researchers.
2024–2025 Kajima Foundation, International Joint Research Grant
Advancing weather and climate prediction by coupling global river models with Earth system models
2022–2027 Transformative Research Areas (A): Macro Coastal Oceanography (Planned Research)
Understanding impacts of extreme river discharge events on ocean circulation
2021–2025 NEDO Program for Discovering and Supporting Young Researchers (Collaborative Research Phase)
Creating large-scale flood risk information using climate-model outputs and big geospatial data
2020–2024 JSPS KAKENHI (B)
Advancing global river water dynamics simulations using satellite observations of surface water
2020–2021 ECMWF
Refactoring CaMa-Flood toward integration into the ECMWF forecasting system
2016–2020 JSPS KAKENHI (Young Scientists A)
Estimating underwater river depth using a global river model and satellite altimetry
2014–2016 JSPS KAKENHI (Start-up Support for Research Activities)
Improving large-scale flood prediction by building global datasets of river width and depth
2012–2014 JSPS Postdoctoral Fellow for Research Abroad
Improving large-scale flood prediction using satellite observations and a global river–floodplain model
Two-year placement at the University of Bristol, UK
2010 Program for Supporting Young Researchers’ Overseas Research Activities
Collaboration for the new NASA/CNES SWOT satellite mission (with Prof. Doug Alsdorf)
Six-month placement at The Ohio State University, USA
2009–2012 JSPS Research Fellow (DC1)
Development of land surface hydrology models with realistic representation of terrestrial water storage