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Data-driven modelling: some past experiences and new approaches

Journal of Hydroinformatics (2008) 10 (1): 3-22.
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  • F. Gherardi
  • G. Facca
  • L. Piccardi
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  • A. Kaveh
  • T. Bakhshpoori
  • S. M. Hamze-Ziabari
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  • Julio J. Valdes
  • Greg J. Burns
  • Elizabeth Scarlett
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  • Tudor Viorel Blidaru
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  • Jina Jeong
  • Eungyu Park
  • Weon Shik Han
  • Kue-Young Kim
Hydrogeology Journal (2017) 25 (5): 1491.
  • R. Arunkumar
  • V. Jothiprakash
  • Kirty Sharma
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  • Omar Wani
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  • Albrecht H. Weerts
  • Dimitri P. Solomatine
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  • Weon Shik Han
  • Kueyoung Kim
  • Sungwook Choung
  • Il Moon Chung
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  • Miloš Kovačević
  • Branislav Bajat
  • Suzana Dragićević
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  • Mohammad Reza Yazdani
  • Ali Asghar Zolfaghari
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  • Qi Ouyang
  • Wenxi Lu
  • Xin Xin
  • Yu Zhang
  • Weiguo Cheng
  • Ting Yu
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  • I. Maslova
  • A. M. Ticlavilca
  • M. McKee
Hydrological Processes (2016) 30 (1): 57.
  • Peter Frejd
  • Christer Bergsten
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  • M. G. Erechtchoukova
  • P. A. Khaiter
  • S. Saffarpour
Water Resources Management (2016) 30 (12): 4329.
  • A. Kaveh
  • T. Bakhshpoori
  • S. M. Hamze-Ziabari
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  • Adam P. Piotrowski
  • Jaroslaw J. Napiorkowski
  • Marzena Osuch
  • Maciej J. Napiorkowski
Hydrological Sciences Journal 1.
  • Usman T. Khan
  • Caterina Valeo
Hydrology and Earth System Sciences (2016) 20 (6): 2267.
  • Minar Damanik-Ambarita
  • Gert Everaert
  • Marie Forio
  • Thi Nguyen
  • Koen Lock
  • Peace Musonge
  • Natalija Suhareva
  • Luis Dominguez-Granda
  • Elina Bennetsen
  • Pieter Boets
  • Peter Goethals
Water (2016) 8 (7): 297.
  • Mohamed A. Shahin
Geoscience Frontiers (2016) 7 (1): 33.
  • Leqiang Sun
  • Ousmane Seidou
  • Ioan Nistor
  • Kailei Liu
Hydrological Sciences Journal (2016) 61 (13): 2348.
  • Won Jun Suh
  • Cheol Soo Park
Journal of the architectural institute of Korea planning & design (2016) 32 (6): 105.
  • Zhong Li
  • Guohe Huang
  • Xiuquan Wang
  • Jingcheng Han
  • Yurui Fan
Science of The Total Environment (2016) 548-549: 198.
  • Hongbo Zhang
  • Vijay P. Singh
  • Bin Wang
  • Yinghao Yu
Journal of Hydrology (2016) 540: 246.
  • Aranildo R. Lima
  • Alex J. Cannon
  • William W. Hsieh
Journal of Hydrology (2016) 537: 431.
  • Julie E. Shortridge
  • Seth D. Guikema
  • Benjamin F. Zaitchik
Hydrology and Earth System Sciences (2016) 20 (7): 2611.
  • Mohamed A. Shahin
International Journal of Geotechnical Engineering (2015) 9 (1): 49.
  • Mileva Samardžić-Petrović
  • Suzana Dragićević
  • Branislav Bajat
  • Miloš Kovačević
GEOMATICA (2015) 69 (3): 313.
  • N.B. Melnikova
  • D. Jordan
  • V.V. Krzhizhanovskaya
Journal of Computational Science (2015) 10: 13.
  • Lisham Bonakdar
  • Hocine Oumeraci
  • Amir Etemad-Shahidi
Coastal Engineering (2015) 102: 49.
  • Yongming Wang
  • Junzhong Gu
  • Zili Zhou
  • Zhijin Wang
Knowledge-Based Systems (2015) 88: 12.
  • Huma Zia
  • Nick Harris
  • Geoff Merrett
  • Mark Rivers
Computers and Electronics in Agriculture (2015) 118: 350.
  • Vasileios Kitsikoudis
  • Epaminondas Sidiropoulos
  • Vlassios Hrissanthou
Hydrological Sciences Journal (2015) 60 (9): 1566.
  • Valentin R. Melnikov
  • Valeria V. Krzhizhanovskaya
  • Alexander V. Boukhanovsky
  • Peter M.A. Sloot
Procedia Computer Science (2015) 66: 336.
  • Edoardo Bertone
  • Rodney A. Stewart
  • Hong Zhang
  • Michael Bartkow
  • Charles Hacker
Environmental Modelling & Software (2015) 73: 133.
  • Xing-Rong Fan
  • Meng-Zhen Kang
  • Ep Heuvelink
  • Philippe de Reffye
  • Bao-Gang Hu
Ecological Modelling (2015) 312: 363.
  • Avi Ostfeld
  • Ariel Tubaltzev
  • Meir Rom
  • Lea Kronaveter
  • Tamar Zohary
  • Gideon Gal
Journal of Water Resources Planning and Management (2015) 141 (4): 04014069.
  • Zhiwei Ma
  • Juliana Y. Leung
  • Stefan Zanon
  • Peter Dzurman
Expert Systems with Applications (2015) 42 (21): 7326.
  • Zhong Li
  • Guohe Huang
  • Jingcheng Han
  • Xiuquan Wang
  • Yurui Fan
  • Guanhui Cheng
  • Hua Zhang
  • Wendy Huang
Journal of Hydrologic Engineering (2015) 20 (10): 04015008.
  • Aranildo R. Lima
  • Alex J. Cannon
  • William W. Hsieh
Environmental Modelling & Software (2015) 73: 175.
  • Getnet D. Betrie
  • Rehan Sadiq
  • Kevin A. Morin
  • Solomon Tesfamariam
Science of The Total Environment (2014) 490: 182.
  • Zhi-Yong Ran
  • Bao-Gang Hu
Neurocomputing (2014) 127: 88.
  • Shailesh Singh
  • Sharad Jain
  • András Bárdossy
Hydrology (2014) 1 (1): 40.
  • Meng-Jung Tsai
  • Robert J. Abrahart
  • Nick J. Mount
  • Fi-John Chang
Hydrological Processes (2014) 28 (3): 1055.
  • Jaydip J. Makwana
  • Mukesh K. Tiwari
Water Resources Management (2014) 28 (13): 4857.
  • H. Hidayat
  • A. J. F. Hoitink
  • M. G. Sassi
  • P. J. J. F. Torfs
Journal of Hydrologic Engineering (2014) 19 (8): 04014006.
  • Vahid Nourani
  • Aida Hosseini Baghanam
  • Jan Adamowski
  • Ozgur Kisi
Journal of Hydrology (2014) 514: 358.
  • Antonio J. Torija
  • Diego P. Ruiz
  • Ángel F. Ramos-Ridao
Science of The Total Environment (2014) 482-483: 440.
  • C.D. Erdbrink
  • V.V. Krzhizhanovskaya
  • P.M.A. Sloot
Journal of Fluids and Structures (2014) 50: 25.
  • Rama Rao Karri
  • Xuan Wang
  • Herman Gerritsen
Environmental Modelling & Software (2014) 54: 24.
  • Getnet D. Betrie
  • Solomon Tesfamariam
  • Kevin A. Morin
  • Rehan Sadiq
Environmental Monitoring and Assessment (2013) 185 (5): 4171.
  • Silke Wieprecht
  • Habtamu G. Tolossa
  • Chih Ted Yang
Hydrological Sciences Journal (2013) 58 (3): 587.
  • H. Md. Azamathulla
  • Z. Ahmad
  • Aminuddin Ab. Ghani
Neural Computing and Applications (2013) 23 (5): 1343.
  • C.L. Wu
  • K.W. Chau
Engineering Applications of Artificial Intelligence (2013) 26 (3): 997.
  • Adam P. Piotrowski
  • Jarosław J. Napiorkowski
Journal of Hydrology (2013) 476: 97.
  • S. Galelli
  • A. Castelletti
Hydrology and Earth System Sciences (2013) 17 (7): 2669.
  • John L. Campbell
  • Lindsey E. Rustad
  • John H. Porter
  • Jeffrey R. Taylor
  • Ethan W. Dereszynski
  • James B. Shanley
  • Corinna Gries
  • Donald L. Henshaw
  • Mary E. Martin
  • Wade M. Sheldon
  • Emery R. Boose
BioScience (2013) 63 (7): 574.
  • S. E. Thompson
  • M. Sivapalan
  • C. J. Harman
  • V. Srinivasan
  • M. R. Hipsey
  • P. Reed
  • A. Montanari
  • G. Blöschl
Hydrology and Earth System Sciences (2013) 17 (12): 5013.
  • Rallou Thomopoulos
  • Sébastien Destercke
  • Brigitte Charnomordic
  • Iyan Johnson
  • Joël Abécassis
Information Sciences (2013) 221: 452.
  • Guoping Jiang
  • Wei Shi
  • Lili Huang
The Scientific World Journal (2013) 2013: 1.
  • Usman Khan
  • Caterina Valeo
  • Angus Chu
  • Jianxun He
Water (2013) 5 (1): 13.
  • Adam P. Piotrowski
  • Jarosław J. Napiorkowski
Advances in Water Resources (2012) 49: 97.
  • Alejandra Burchard-Levine
  • Shuming Liu
  • Francois Vince
International Journal of Environmental Pollution and Remediation (2012)
  • Dirk Gorissen
  • Dirk Deschrijver
  • Tom Dhaene
  • Daniel Zutter
IEEE Microwave Magazine (2012) 13 (6): 102.
  • Adam P. Piotrowski
  • Jarosław J. Napiorkowski
Journal of Hydrology (2011) 407 (1-4): 12.
  • Aytac Guven
International Journal for Numerical Methods in Fluids (2011) 66 (11): 1371.
  • Shreenivas Londhe
  • Shrikant Charhate
Hydrological Sciences Journal (2010) 55 (7): 1163.
  • Mukesh K. Tiwari
  • Chandranath Chatterjee
Journal of Hydrology (2010) 394 (3-4): 458.
  • Dirk Gorissen
  • Ivo Couckuyt
  • Eric Laermans
  • Tom Dhaene
Engineering with Computers (2010) 26 (1): 81.
  • Hazi Md. Azamathulla
  • Aminuddin Ab. Ghani
  • Chun Kiat Chang
  • Zorkeflee Abu Hasan
  • Nor Azazi Zakaria
CLEAN - Soil, Air, Water (2010) 38 (10): 969.
  • C. L. Wu
  • K. W. Chau
  • Y. S. Li
Water Resources Research (2009) 45 (8)
  • Dimitri P. Solomatine
  • Durga Lal Shrestha
Water Resources Research (2009) 45 (12)
  • Tamar Opher
  • Eran Friedler
Science of The Total Environment (2009) 407 (15): 4490.
  • Ahmadreza Zamani
  • Dimitri Solomatine
  • Ahmadreza Azimian
  • Arnold Heemink
Ocean Engineering (2008) 35 (10): 953.
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