List of Publications
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Academic Journal
(Reviewed, Lead Author)
E10) 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
E9) A high-accuracy map of global terrain elevations
Dai Yamazaki, Daiki Ikeshima, Ryunosuke Tawatari, Tomohiro Yamaguchi, Fiachra O'Loughlin, Jeff C. Neal, Christopher C. Sampson, Shinjiro Kanae, and Paul D. Bates
E8) Development of a global ~90 m water body map using multi-temporal Landsat images
Dai Yamazaki, Mark A. Trigg, & Daiki Ikeshima
E7) Regional flood dynamics in a bifurcating mega delta simulated in a global river model
Dai Yamazaki, Tomoko Sato, Shinjiro Kanae, Yukiko Hirabayashi, & Paul D. Bates
E6) Development of the Global Width Database for Large Rivers
Dai Yamazaki, Fiachra O'Loughlin, Mark A. Trigg, Zachary F. Miller, Tamlin M. Pavelsky, & Paul D. Bates
E5) Improving computational efficiency in global river models by implementing the local inertial flow equation and a vector-based river network map
Dai Yamazaki, Gustavo A. M. de Almeida, & Paul D. Bates
E4) Analysis of the water level dynamics simulated by a global river model: A case study in the Amazon River
Dai Yamazaki, Hyongki Lee, Douglas E. Alsdorf, Emanuel Dutra, Hyungjun Kim, Shinjiro Kanae, & Taikan Oki
E3) Adjustment of a spaceborne DEM for use in floodplain hydrodynamic modelling
Dai Yamazaki, Calum A. Baugh, Paul D. Bates, Shinjiro Kanae, Douglas E. Alsdorf, & Taikan Oki
E2) A physically-based description of floodplain inundation dynamics in a global river routing model
Dai Yamazaki, Shinjiro Kanae, Hyungjun Kim, & Taikan Oki
E1) Deriving a global river network map and its sub-grid topographic characteristics from a fine-resolution flow direction map
Dai Yamazaki, Taikan Oki, & Shinjiro Kanae
J4) HIGH-RESOLUTION FLOW DIRECTION MAP OF JAPAN
(in Japanese with English Abstract)
Dai Yamazaki, Saeka Togashi, Akira Takeshima, Takahiro Sayama
J3) Rapid and stable flood inundation modelling using the local inertial equation
[Reviewed Technical Report]
(in Japanese with English abstract)
Dai Yamazaki, Tomohito Tanaka, & Paul D. Bates
J2) Simulation of river and floodplain dynamics based on global super-high-resolution topographical datasets
(in Japanese with English abstract)
Dai Yamazaki, Shinjiro Kanae, & Taikan Oki
J1) The automatic construction of a river network map for global scale river models
(in Japanese with English abstruct)
Dai Yamazaki, Taikan OKI, & Sinjiro Kanae
Academic Journal
(Reviewed, Co-Author)
C46) Global socioeconomic exposure of heat extremes under climate change
Chen, J., Y. Liu, T. Pan, P. Ciais, T. Ma, Y. Liu, D. Yamazaki, Q. Ge, and J. Peñuelas
C45) Incorporating hydrology into climate suitability models changes projections of malaria transmission in Africa
Smith, M. W., T. Willis, L. Alfieri, W.H.M. James, M.A. Trigg, D. Yamazaki, A. J. Hardy, B. Bisselink, A. De Roo, M. G. Macklin & C. J. Thomas.
C44) Identification of uncertainty sources in quasi-global discharge and inundation simulations using satellite-based precipitation products
Wei, Z., X. He, Y. Zhang, M. Pan, J. Sheffield, L. Peng, D. Yamazaki, A. Moiz, Y. Liu, and K. Ikeuchi, K.
C43)Global River Discharge and Floods in the Warmer Climate of the Last Interglacial
Scussolini, P., D. Eilander, E.H. Sutanudjaja, H. Ikeuchi, J.M. Hoch, P.J. Ward, P. Bakker, B.L. Otto-Bliesner, C. Guo, C. Stepanek, Q. Zhang, P. Braconnot, M.-V. Guarino, S. Muis, D. Yamazaki, T.I. E. Veldkamp, J.C.J.H. Aerts
C42) The effect of surge on riverine flood hazard and impact in deltas globally
Eilander, D., A. Couasnon, H. Ikeuchi, S. Muis, D. Yamazaki, H.C. Winsemius, & P.J. Ward
C41) Accelerated continental-scale snowmelt and ecohydrological impacts in the four largest Siberian river basins in response to spring warming
Suzuki, K., T. Hiyama, K. Matsuo, K. Ichii, Y. & D. Yamazaki
C40) Toward Global Stochastic River Flood Modeling
Wing, O. E., N. Quinn, P.D. Bates, J.C. Neal, A.M. Smith, C.C. Sampson, G. Coxon, D. Yamazaki, E.H. Sutanudjaja, & L. Alfieri
C39) The mechanism of the freshwater outflow through the Ganges–Brahmaputra–Meghna delta
Kida, S., & D. Yamazaki
C38) Development of the MIROC-ES2L Earth system model and the evaluation of biogeochemical processes and feedbacks. Geoscientific Model Development
Hajima, T., M. Watanabe, A. Yamamoto, H. Tatebe, M.A. Noguchi, M. Abe, R. Ohgaito, A. Ito, D. Yamazaki, H. Okajima, A. Ito, K. Takata, K. Ogochi, S. Watanabe, M. Kawamiya
C37) High Resolution Modeling of River‐Floodplain‐Reservoir Inundation Dynamics in the Mekong River Basin
Shin, S., Y. Pokhrel, D. Yamazaki, X. Huang, N. Torbick, N., J. Qi, S. Pattanakiat, T. Ngo-Doc, T.D. Nguyen
C36) Global Estimates of Reach‐Level Bankfull River Width Leveraging Big Data Geospatial Analysis
Lin, P., M. Pan, G.H. Allen, R.P. de Frasson, Z. Zeng, D. Yamazaki, & E.F. Wood
C35) Global Reconstruction of Naturalized River Flows at 2.94 Million Reaches
33. Lin, P., M. Pan, H.E. Beck, Y. Yang, D. Yamazaki, R. Frasson, C.H. David, M. Durand, T.M. Pavelsky, G.H. Allen, C.J. Gleason, E.F. Wood
C34) Description and basic evaluation of simulated mean state, internal variability, and climate sensitivity in MIROC6
Hiroaki Tatebe, Tomoo Ogura, Tomoko Nitta, Yoshiki Komuro, Koji Ogochi, Toshihiko Takemura, Kengo Sudo, Miho Sekiguchi, Manabu Abe, Fuyuki Saito, Minoru Chikira, Shingo Watanabe, Masato Mori, Nagio Hirota, Yoshio Kawatani, Takashi Mochizuki, Kei Yoshimura, Kumiko Takata, Ryouta O’ishi, Dai Yamazaki, Tatsuo Suzuki, Masao Kurogi, Takahito Kataoka, Masahiro Watanabe, Masahide Kimoto
C33) High resolution mapping of inundation area in the Amazon basin from a combination of L-band passive microwave, optical and radar datasets
Marie Parrens, Ahmad AlBitar, Frédéric Frappart, Rodrogo Paiva, Sly Wongchuig, Fabrice Papa, Dai Yamasaki, Yann Kerr
C32) The tree-canopy effect in gravity forward modelling
Meng Yang, Christian Hirt, Moritz Rexer, Roland Pail, Dai Yamazaki
C31) A Physically Based Empirical Localization Method for Assimilating Synthetic SWOT Observations of a Continental‐Scale River: A Case Study in the Congo Basin
Menaka Revel, Daiki Ikeshima, Dai Yamazaki, Shinjiro Kanae
C30) Development of a global river water temperature model considering fluvial dynamics and seasonal freeze-thaw cycle
Tokuda, D., H. Kim, D. Yamazaki, T. Oki
C29) Hillslope Hydrology in Global Change Research and Earth System Modeling
Fan Y., M. Clark, D.M. Lawrence, S. Swenson, L.E. Band, S.L. Brantley, P.D. Brooks, W.E. Dietrich, A. Flores, G. Grant, J.W. Kirchner, D.S. Mackay, J.J. McDonnell, P.C.D. Milly, P.L. Sullivan, C. Tague, H. Ajami, N. Chaney, A. Hartmann, P. Hazenberg, J. McNamara, J. Pelletier, J. Perket, E. Rouholahnejad-Freund, T. Wagener, X. Zeng, E. Beighley, J. Buzan, M. Huang, B. Livneh, B.P. Mohanty, B. Nijssen, M. Safeeq, C. Shen, W. van Verseveld, J. Volk, D. Yamazaki
C28) Flooding Related Consequences of Climate Change on Canadian Cities and Flow Regulation Infrastructure
Gaur A., A. Gaur, D. Yamazaki, S.P. Simonovic
C27) Potential Disruption of Flood Dynamics in the Lower Mekong River Basin Due to Upstream Flow Regulation
Y. Pokhrel, S. Shin, Z. Lin, D. Yamazaki, J. Qi
C26) Implications of Simulating Global Digital Elevation Models for Flood Inundation Studies
L. Hawker, J. Rougier, J. Neal, P. Bates, L. Archer, D. Yamazaki
C25) A first collective validation of global fluvial flood models for major floods in Nigeria and Mozambique
M. V. Bernhofen, C. Whyman, M. Trigg, P. A. Sleigh, A. M. Smith, C.C. Sampson, D. Yamazaki, P.J. Ward, R. Rudari, F. Pappenberger, F. Dottori, P. Salamon and H.C, Winsemius
C24) JRA-55 based surface dataset for driving ocean-sea-ice models (JRA55-do)
H. Tsujino, S. Urakawa, H.Nakano, R.J. Small, W.M. Kim, S. G. Yeager, G. Danabasoglu, T. Suzuki, J.L. Bamber, M. Bentsen, C.W. Böning, A. Bozec, E.P. Chassignet, E. Curchitser, F. B. Dias, P.J. Durack, S.M. Griffies, Y. Harada, M. Ilicake, S.A. Josey, C. Kobayashi, S. Kobayashi, Y. Komuro, W.G.Large, J.Le Sommer, S.J. Marsland, S. Masina, M. Scheinert, H. Tomita, M. Valdivieso, D. Yamazaki
C23) Comparison of visible and multi-satellite global inundation datasets at highspatial resolution
F. Aires, C. Prigent, E. Fluet-Chouinard, D. Yamazaki, F. Papa, B. Lehner
C22) Long-Term Changes in Global Socioeconomic Benefits of Flood Defenses and Residual Risk Based on CMIP5 Climate Models
W.H. Lim, D. Yamazaki, S. Koirala, Y. Hirabayashi, S. Kanae, S.J. Dadson, J.W. Hall, and F. Sun
C21) Hydrological Variability and Changes in the Arctic Circumpolar Tundra and the Three Largest Pan-Arctic River Basins from 2002 to 2016
Suzuki K., K. Matsuno, D. Yamazaki, K. Ichii, Y. Iijima, F. Papa, T. Hayama
C20) A dataset of continental river discharge based on JRA-55 for use in a global ocean circulation model
[Reviewed Data Paper]
Suzuki T., D. Yamazaki, H. Tsujino, Y. Komuro, H. Nakano, S. Urakawa
C19) Global terrain classification using 280m DEMs: segmentation, clustering, and reclassification.
Iwahashi, J., I. Kamiya, M. Matsuoka, D. Yamazaki
C18) Global floods and water availability driven by atmospheric rivers.
Paltan, H., Waliser, D., Lim, W. H., Guan, B., Yamazaki, D., Pant, R., Dadson, S.
C17) Impacts of spatial resolution and representation of flow connectivity on large-scale simulation of floods
Cherry M.R. Mateo, Dai Yamazaki, Hyungjun Kim, Adisorn Champathong, Jai Vaze, and Taikan Oki
C16) Compound simulation of fluvial floods and storm surges in a global coupled river-coast flood model: Model development and its application to 2007 Cyclone Sidr in Bangladesh
Hiroaki Ikeuchi, Yukiko Hirabayashi, Dai Yamazaki, Sanne Muis, Philip J. Ward, Hessel C. Winsemius, Martin Verlaan, and Shinjiro Kanae
C15) The critical role of the routing scheme in simulating peak river discharge in global hydrological models
Fang Zhao, Ted IE Veldkamp, Katja Frieler, Jacob Schewe, Sebastian Ostberg, Sven Willner, Bernhard Schauberger, Simon N Gosling, Hannes Mueller Schmied, Felix T Portmann, Guoyong Leng, Maoyi Huang, Xingcai Liu, Qiuhong Tang, Naota Hanasaki, Hester Biemans, Dieter Gerten, Yusuke Satoh, Yadu Pokhrel, Tobias Stacke, Philippe Ciais, Jinfeng Chang, Agnes Ducharne, Matthieu Guimberteau, Yoshihide Wada, Hyungjun Kim, Dai Yamazaki
C14) Detailed spatiotemporal impacts of El Nino on phytoplankton biomass in the South China Sea
Eko Siswanto, Haijun Ye, Dai Yamazaki, DanLing Tang
C13) The credibility challenge for global fluvial flood risk analysis
M.A. Trigg, C.E. Birch, J.C. Neal, P.D. Bates, A. Smith, C.C. Sampson, D. Yamazaki, Y. Hirabayashi, F. Pappenberger, E. Dutra, P.J. Ward, H.C. Winsemius, P. Salamon, F. Dottori, R. Rudari, M.S. Kappes, A.L. Simpson, G. Hadzilacos and T.J. Fewtrell
C12) ICESat-derived inland water surface spot heights
[Reviewed Data Paper]
Fiachra E. O'Loughlin, Jeff C. Neal, Dai Yamazaki, Paul D. Bates
C11) Modeling complex flow dynamics of fluvial floods exacerbated by sea level rise in the Ganges-Brahmaputra-Meghna delta
Hiroaki Ikeuchi, Yukiko Hirabayashi, Dai Yamazaki, Masashi Kiguchi, Sujan Koirala, Takanori Nagano, Akihiko Kotera, and Shinjiro Kanae
C10) Assessing the impacts of reservoir operation to floodplain inundation by combining hydrological, reservoir management, and hydrodynamic models
C.M. Mateo, N. Hanasaki, D. Komori, K. Tanaka, M. Kiguchi, A. Champathong, T. Sukhapunnaphan, D. Yamazaki, T. Oki
C9) Water conflict risk due to water resource availability and unequal distribution
Nilpul K. Gunasekara, So Kazama, Dai Yamazaki, & Taikan Oki
C8) The effects of country-level population policy for enhancing adaptation to climate change
Nilpul K. Gunasekara, So Kazama, Dai Yamazaki, & Taikan Oki
C7) Global flood risk under climate change
Yukiko Hirabayashi, Roobavannan Mahendran, Sujan Koirala, Lisako Konoshima, Dai Yamazaki, Satoshi Watanabe, Hyungjun Kim, & Shinjiro Kanae
C6) Automatic parameterization of a flow routing scheme driven by radar altimetry data: Evaluation in the Amazon basin
Augusto Getirana, Aaron Boone, Dai Yamazaki, & Nelly Mognard
C5) The Hydrological Modeling and Analysis Platform (HyMAP): Evaluation in the Amazon basin
Augusto Getirana, Aaron Boone, Dai Yamazaki, Bertrand Decharme, Febrice Papa, & Nelly Mognard
C4) Characteristics of the 2011 Chao Phraya River flood in Central Thailand
Daisuke Komori, Shinichirou Nakamura, Masashi Kiguchi, Asako Nishijima, Dai Yamazaki, Satoshi Suzuki, Akiyuki Kawasaki, Kazuo Oki, & Taikan Oki
C3) Characterization of terrestrial water dynamics in the Congo Basin using GRACE and satellite radar altimetry
Hyongki Lee, R. Edward Beighley, Douglas Alsdorf, Hahn Chul Jung, C.K. Shum, Jianbin Duan, Junyi Guo, Dai Yamazaki, & Konstantinos Andreadis
C2) Estimating monthly total nitrogen concentration in streams by using artificial neural network
Bin He, Taikan Oki, Fubao Sun, Daisuke Komori, Shinjiro Kanae, Y Wang, Hyungjun Kim, Dai Yamazaki
abstract in J. Environmental Management
C1) Improved climate simulation by MIROC5: Mean states, variability, and climate sensitivity
Masahiro Watanabe, Tatsuo Suzuki, Ryouta O'ishi, Yoshiki Komuro, Shingo Watanabe, Seita Emori, Toshihiko Takemura, Minoru Chikira, Tomoo Ogura, Miho Sekiguchi, Kumiko Takata, Dai Yamazaki, Tokuta Yokohata, Toru Nozawa, Hiroyasu Hasumi, Hiroaki Tatebe, & Masahide Kimoto
Academic Journal
(Reviewed, Co-Author, Japanese Journal)
CJ23) POSSIBILITY OF HIGH-FREQUENCY OBSERVATION OF INUNDATION AREA BY SMALL SAR SATELLITES CONSTELLATION
Natsumi KITAJIMA, Rie SETO, Dai YAMAZAKI , Xudong ZHOU, Wenchao MA and Shinjiro KANAE
CJ22) RELATINOSHIP BETWEEN EXTREME RAINFALL INTENSITY AND TEMPERATURE RISE DERIVED FROM OBSERVATIONS AND d4PDF OVER JAPAN
Megumi WATANABE, Sayaka YOSHIKAWA, Dai YAMAZAKI and Shinjiro KANAE
CJ21) DEVELOPMENT OF GLOBAL TERRESTRIAL MODEL CONSIDERING SATURATED LATERAL FLOW
Tomohiro TOZAWA, Dai YAMAZAKI and Taikan OKI
CJ20) THE AUTOMATIC EXTRACTION OF PHYSICAL FLOOD PROTECTION PARAMETERS FOR GLOBAL RIVER MODELS
Yoshiaki Tanaka and Dai Yamazaki
CJ19) INVESTIGATING FLOOD DETECTABILITY USING SATELLITE-DERIVED DAILY GLOBAL SURFACE WATER CHANGE AND A HIGH RESOLUTION FLOODPLAIN MASK
Haireti ALIFU, Dai YAMAZAKI, Ji LUYAN, and Yukiko HIRABAYASHI
CJ18) APPLICATION OF DATABANK-BASED DATA ASSIMILATION TO URBAN INUNDATION MODEL FOR IMPROVED ACCURACY AND SENSITIVITY ANALYSIS OF PUMPING OPERATION
Yoshihiro SHIBUO, Lianhui WU, Yoshimitsu TAJIMA, Dai YAMAZAKI, Hiroshi SANUKI, and Hioaki FURUMAI
CJ17) IMPLEMENTING RESERVOIR OPERATION IN A PROBABILISTIC FLOOD FORECAST SYSTEM AND ITS APPLICATION TO 2015 KINU RIVER FLOOD
R. Hanazaki, Y. Ishitsuka, D. Yamazaki, K. Yoshimura
CJ16) ESTIMATION OF THE RIVER BANKFULL DEPTH BY THE INTEGRATION OF A SATELLITE OBSERVATION AND A RIVER ROUTING MODEL
T. Shiozawa and D. Yamazaki
CJ15) [Opinion in Japanese] Frontiers in Hydrology and Water Resources Research : WACCA Generation's Challenges
Tomohiro Tanaka, Satoshi Watanabe, Shunji Kotsuki, , Yoshiaki Hayashi, , Yasuyuki Maruya, Yoshiya Touge, Dai Yamazaki, Masaomi Kimura, Masahiro Tanoue, Tomohiro Egusa, Masakazu Hashimoto, Makoto Nakayoshi
CJ14) Model Based Observation Localization Weighting Function for Amazon Mainstream
M. REVEL, D. YAMAZAKI, and Shinjiro KANAE
CJ13) ESTIMATING GLOBAL RIVER BATHYMETRY BY ASSIMILATING SYNTHETIC SWOT MEASUREMENTS
M. REVEL, D. YAMAZAKI, and Shinjiro KANAE
CJ12) DEVELOPMENT OF GLOBAL TERRESTRIAL MODEL INCLUDING SUB-GRID HILLSLOPE PROCESSES
(in Japanese with English Abstract)
Tomohiro Tozawa, Dai Yamazaki, Takahiro Sayama, Taikan Oki
CJ11) DETERMINANTS OF WATER TEMPERATURE IN THE RIVERS OVER LOW-LATITUDE REGIONS
(in Japanese with English Abstract)
Daisuke Tokuda, Hyungjun Kim, Dai Yamazaki, Taikan Oki
CJ10) Interdisciplinary Perspective of Surface Water Flow Numerical Analysis
Masaomi Kimura, Tomohiro Tanaka, Issaku Azechi, Kana Nakatani, Dai Yamazaki, Hidekazu Yoshioka
(In Japanese)
CJ9) Application of data assimilation for a global river model: a virtual experiment at the amazon basin
(in Japanese with English Abstract)
Daiki Ikeshima, Dai Yamazaki, & Shinjiro Kanae
CJ8) Numerical stability analysis of local inertial equations considering the friction term
(in Japanese with English Abstract)
Tomohiro Tanaka, Hidekazu Yoshioka, Takaomi Kimura, & Dai Yamazaki
CJ7) Study of the role of inundation on river water temperature with a numerical model
(in Japanese with English Abstract)
Daisuke Tokuda, Dai Yamazaki, & Taikan Oki
CJ6) Impact assessment of high resolution river inundation precesses in a climate model
(in Japanese with English Abstract)
Misako Hatono, Kei Yoshimura, Takashi Arakawa, Dai Yamazaki, Taikan Oki
CJ5) The spatial resolution improvement of global water body map using multi-temporal Landsat data
(in Japanese with English Abstract)
Daiki Ikeshima, Dai Yamazaki, Sayaka Yoshikawa, Shinjiro Kanae
CJ4) Modeling the impact of sea level rise to potential flood damage in the Mekong
Tomoko Sato, Dai Yamazaki, Wee Ho Lim, Sujan Koirala, & Shinjiro Kanae
CJ3) Development of a global flood affected population real-time calculation system with a land surfae-flood inundation model
(in Japanese with English abstruct)
Misako Hatono, Kei Yoshimura, Dai Yamazaki, & Taikan Oki
CJ2) Inequalities in water resources distributions and water related conflicts
Nilupul K, Gunasekara, So Kazama, Dai Yamazaki, & Taikan Oki
CJ1) The potentially available global water resources distribution under climate change
Nilupul K, Gunasekara, So Kazama, Dai Yamazaki, & Taikan Oki
Conference Proceedings
E1) Toward global-scale data assimilation using SWOT: Requirements for global hydrodynamics models
Dai Yamazaki, Douglas Alsdorf, Shinjiro Kanae, Taikan Oki, & Konstantinos Andreadis
Proceedings of Geoscience and Remote Sensing Symposium (IGARSS), 2011 IEEE International, pp.3031-3034
C3) High-resolution stream network delineation using digital elevation models: assessing the spatial accuracy
Giuseppe Amatullii, Sami Domisch, Jens Kiesel, Tushar Sethi, Dai Yamazaki, Peter Raymond
Proceedings of Geomorphometry 2018, PeerJ Preprint, doi:10.7287/peerj.preprints.27109v1, Published 11 Aug 2018
C2) Classification of topography in artificially modified alluvial plains using DEMs
J. Iwahashi, Tk Nakano, D. Yamazaki
Proceedings of Geomorphometry 2018, EasyChair Preprint no.136, Published 16 May 2018
C1) A simulation study on modifying reservoir operation rules: tradeoffs between flood mitigation and water supply
Cherry M.R. Mateo, Naota Hanasaki, Daisuke Komori, Kei Yoshimura, Masashi Kiguchi, Adisorn Champathong, Dai Yamazaki, Thada Sukhapunnaphan, & Taikan Oki
Proceedings of IAHS-IAPSO-IASPEI Assembly, IAHS Publ. vol.362, pp.33-40
Book Chapter
E1) Global flood risk modeling and projections of climate change impacts
Dai Yamazaki, Yukiko Hirabayashi, & Satoshi Watanabe
Article without review
E4) Hydrology: The dynamics of Earth's surface water
Dai Yamazaki & Mark A. Trigg
3) How much do we really know about river flooding?
M.A. Trigg, C.E. Birch, J.C. Neal, P.D. Bates, A. Smith, C.C. Sampson, D. Yamazaki, Y. Hirabayashi, F. Pappenberger, E. Dutra, P.J. Ward, H.C. Winsemius, P. Salamon, F. Dottori, R. Rudari, M.S. Kappes, A.L. Simpson, G. Hadzilacos and T.J. Fewtrell
2) Backwater effects may boost flooding in Ganges Delta
(Web News on Ikeuchi,2015,ERL letter)
1) Floodplain dynamics included in river model
(EOS Transactions: Research Highlight on Yamazaki,2011,WRR paper)