Bibliography#
Ivano Azzini, Thierry A Mara, and Rossana Rosati. Comparison of two sets of monte carlo estimators of sobol’indices. Environmental Modelling & Software, 144:105167, 2021.
Léon Bottou. Stochastic gradient descent tricks. Neural Networks: Tricks of the Trade: Second Edition, pages 421–436, 2012.
Marcos Duarte and Renato Naville Watanabe. Notes on Scientific Computing for Biomechanics and Motor Control. March 2021. URL: https://doi.org/10.5281/zenodo.4599319, doi:10.5281/zenodo.4599319.
John Duchi, Elad Hazan, and Yoram Singer. Adaptive subgradient methods for online learning and stochastic optimization. Journal of machine learning research, 2011.
Edijatno. Mise au point d'un modele elementaire pluie-debit au pas de temps journalier. PhD thesis, Universite Louis Pasteur, ENGEES, Cemagref Antony, 1991.
N Edijatno and C Michel. Un modèle pluie-débit journalier à trois paramètres. La Houille Blanche, 2:113–121, 1989.
I. Emmanuel, H. Andrieu, E. Leblois, N. Janey, and O. Payrastre. Influence of rainfall spatial variability on rainfall–runoff modelling: benefit of a simulation approach? Journal of Hydrology, 531:337–348, 2015. Hydrologic Applications of Weather Radar. URL: https://www.sciencedirect.com/science/article/pii/S0022169415003170, doi:https://doi.org/10.1016/j.jhydrol.2015.04.058.
Andrea Ficchi, Charles Perrin, and Vazken Andréassian. Hydrological modelling at multiple sub-daily time steps: model improvement via flux-matching. Journal of Hydrology, 575:1308–1327, 2019. URL: https://www.sciencedirect.com/science/article/pii/S0022169419305281, doi:https://doi.org/10.1016/j.jhydrol.2019.05.084.
Nathalie Folton and Patrick Arnaud. Indicateurs sur la ressource en eau estimés par une modélisation pluie-débit regionalisée : la base de donnees web loieau. La Houille Blanche, 3:22 – 29, 2020. doi:https://doi.org/10.1051/lhb/2020034.
Alex Graves. Generating sequences with recurrent neural networks. arXiv preprint arXiv:1308.0850, 2013.
Laurent Hascoet and Valérie Pascual. The tapenade automatic differentiation tool: principles, model, and specification. ACM Transactions on Mathematical Software (TOMS), 39(3):1–43, 2013.
Jon Herman and Will Usher. SALib: an open-source python library for sensitivity analysis. The Journal of Open Source Software, jan 2017. URL: https://doi.org/10.21105/joss.00097, doi:10.21105/joss.00097.
Takuya Iwanaga, William Usher, and Jonathan Herman. Toward SALib 2.0: Advancing the accessibility and interpretability of global sensitivity analyses. Socio-Environmental Systems Modelling, 4:18155, May 2022. URL: https://sesmo.org/article/view/18155, doi:10.18174/sesmo.18155.
P. Javelle, D. Organde, J. Demargne, C. Saint-Martin, C. De Saint-Aubin, L. Garandeau, and B. Janet. Setting up a french national flash flood warning system for ungauged catchments based on the AIGA method. In E3S Web of Conferences, volume 7. 2016. doi:10.1051/e3sconf/20160718010.
Maxime Jay-Allemand, Pierre Javelle, Igor Gejadze, Patrick Arnaud, Pierre-Olivier Malaterre, Jean-Alain Fine, and Didier Organde. On the potential of variational calibration for a fully distributed hydrological model: application on a mediterranean catchment. Hydrology and Earth System Sciences, pages 1–24, 2020. doi:10.5194/hess-24-5519-2020.
James R Kermode. F90wrap: an automated tool for constructing deep python interfaces to modern fortran codes. J. Phys. Condens. Matter, March 2020. doi:10.1088/1361-648X/ab82d2.
Diederik P Kingma and Jimmy Ba. Adam: a method for stochastic optimization. arXiv preprint arXiv:1412.6980, 2014.
N. Le Moine. Le bassin versant de surface vu par le souterrain : une voie d'amélioration des performances et du réalisme des modles pluie-débit ? PhD thesis, Cemagref (UR HBAN, Antony, 2008.
V Lyne and M Hollick. Stochastic time-variable rainfall-runoff modelling. In Institute of Engineers Australia National Conference, volume 79, 89–93. Institute of Engineers Australia Barton, Australia, 1979.
Thibault Mathevet. Quels modeles pluie-debit globaux au pas de temps horaire? Développements empiriques et intercomparaison de modeles sur un large échantillon de bassins versants. PhD thesis, Ph. D. thesis, ENGREF, 463 pp, 2005.
C Michel. Hydrologie appliquée aux petits bassins ruraux. Hydrology handbook (in French), Cemagref, Antony, France, 1989.
Nilo De Oliveira Nascimento. Appréciation à l'aide d'un modèle empirique des effets d'actions anthropiques sur la relation pluie-débit à l'échelle d'un bassin versant. PhD thesis, Ecole nationale des ponts et chaussées, 1995.
Rory J Nathan and Thomas A McMahon. Evaluation of automated techniques for base flow and recession analyses. Water resources research, 26(7):1465–1473, 1990.
Charles Perrin, Claude Michel, and Vazken Andrèassian. Improvement of a parsimonious model for streamflow simulation. Journal of hydrology, 279(1-4):275–289, 2003.
Andrea Saltelli. Making best use of model evaluations to compute sensitivity indices. Computer physics communications, 145(2):280–297, 2002.
IK Westerberg and Hilary K McMillan. Uncertainty in hydrological signatures. Hydrology and Earth System Sciences, 19(9):3951–3968, 2015.
C Zhu, RH Byrd, P Lu, and J Nocedal. L-bfgs-b: a limited memory fortran code for solving bound constrained optimization problems: eecs department, northwestern university, evanston. Technical Report, IL, Technical Report No. NAM–11, 1994.
D. Zoccatelli, M. Borga, A. Viglione, G. B. Chirico, and G. Blöschl. Spatial moments of catchment rainfall: rainfall spatial organisation, basin morphology, and flood response. Hydrology and Earth System Sciences, 15(12):3767–3783, 2011. URL: https://hess.copernicus.org/articles/15/3767/2011/, doi:10.5194/hess-15-3767-2011.