Zobrazeno 1 - 10
of 17
pro vyhledávání: '"Toshiyuki Bandai"'
Autor:
Budiman Minasny, Toshiyuki Bandai, Teamrat A. Ghezzehei, Yin-Chung Huang, Yuxin Ma, Alex B. McBratney, Wartini Ng, Sarem Norouzi, Jose Padarian, Rudiyanto, Amin Sharififar, Quentin Styc, Marliana Widyastuti
Publikováno v:
Geoderma, Vol 452, Iss , Pp 117094- (2024)
Machine learning (ML) applications in soil science have significantly increased over the past two decades, reflecting a growing trend towards data-driven research addressing soil security. This extensive application has mainly focused on enhancing pr
Externí odkaz:
https://doaj.org/article/b96fd0fe95a043a689a5f2030a96a07f
Autor:
Stolze, Lucien, Arora, Bhavna, Dwivedi, Dipankar, Steefel, Carl I., Toshiyuki Bandai, Yuxin Wu, Nico, Peter
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America; 7/2/2024, Vol. 121 Issue 27, p1-11, 58p
Autor:
Chaopeng Shen, Alison Appling, Pierre Gentine, Toshiyuki Bandai, Hoshin Gupta, Alexandre Tartakovsky, Marco Baity-Jesi, Fabrizio Fenicia, Daniel Kifer, Xiaofeng Liu, Li Li, Dapeng Feng, Wei Ren, Yi Zheng, Ciaran Harman, Martyn Clark, Matthew Farthing, Praveen Kumar
Process-Based Modeling (PBM) and Machine Learning (ML) are often perceived as distinct paradigms in the geosciences. Here we present differentiable geoscientific modeling as a powerful pathway toward dissolving the perceived barrier between them and
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8b86f638d2c042306a9ef3fba171ef47
https://doi.org/10.5194/egusphere-egu23-15968
https://doi.org/10.5194/egusphere-egu23-15968
Publikováno v:
Journal of Groundwater Hydrology; 2023, Vol. 65 Issue 2, p125-139, 15p
Autor:
Teamrat Ghezzehei, Toshiyuki Bandai
Modeling water flow in unsaturated soils is vital for describing various hydrological and ecological phenomena. Soil water dynamics is described by well-established physical laws (Richardson-Richards equation (RRE)). Solving the RRE is difficult due
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b0f2e458ec21b136fdb6d4119ef80999
Autor:
Toshiyuki Bandai, Teamrat A. Ghezzehei
Publikováno v:
Water Resources Research. 57
Water retention curves (WRCs) and hydraulic conductivity functions (HCFs) are critical soil-specific characteristics necessary for modeling the movement of water in soils using the Richardson-Richa...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c75853c0441178cbc49f3b1053befe4d
https://doi.org/10.1029/2020wr027642
https://doi.org/10.1029/2020wr027642