20082020

Research output per year

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Research Output

  • 40 Article (Academic Journal)
  • 3 Conference Contribution (Conference Proceeding)
  • 2 Review article (Academic Journal)
  • 1 Chapter in a book
Filter
Article (Academic Journal)
2020
1 Citation (Scopus)

Sensitivity analysis of data-driven groundwater forecasts to hydroclimatic controls in irrigated croplands

Amaranto, A., Pianosi, F., Solomatine, D., Corzo, G. & Muñoz-Arriola, F., 1 Aug 2020, In : Journal of Hydrology. 587, 11 p., 124957.

Research output: Contribution to journalArticle (Academic Journal)

Technical Report - Methods: A diagnostic approach to analyze the direction of change in model outputs based on global variations in the model inputs

Wang, A., Pianosi, F. & Wagener, T., 1 Aug 2020, In : Water Resources Research. 56, 8, 12 p., e2020WR027153.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
13 Downloads (Pure)
2019

Event-based classification for global study of river flood generating processes

Stein, L., Pianosi, F. & Woods, R., 13 Dec 2019, In : Hydrological Processes. 16 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
79 Downloads (Pure)

How important are model structural and contextual uncertainties when estimating the optimized performance of water resource systems?

Dobson, B., Wagener, T. & Pianosi, F., 1 Mar 2019, In : Water Resources Research. 55, 3, p. 2170-2193 24 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
1 Citation (Scopus)
222 Downloads (Pure)

Matlab/R workflows to assess critical choices in Global Sensitivity Analysis using the SAFE toolbox

Noacco, V., Sarrazin, F., Pianosi, F. & Wagener, T., 30 Sep 2019, In : MethodsX. 6, p. 2258-2280 23 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
4 Citations (Scopus)
146 Downloads (Pure)
2018

Distribution-based sensitivity analysis from a generic input-output sample

Pianosi, F. & Wagener, T., Oct 2018, In : Environmental Modelling and Software. 108, p. 197-207 11 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
15 Citations (Scopus)
190 Downloads (Pure)
Open Access
File
8 Citations (Scopus)
417 Downloads (Pure)
2017

Comparison of variance-based and moment-independent global sensitivity analysis approaches by application to the SWAT model

Khorashadi Zadeh, F., Nossent, J., Sarrazin, F., Pianosi, F., Van Griensven, A., Wagener, T. & Bauwens, W., May 2017, In : Environmental Modelling and Software. 91, p. 210-222 13 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
38 Citations (Scopus)
461 Downloads (Pure)

Dealing with deep uncertainties in landslide modelling for disaster risk reduction under climate change

Almeida, S., Holcombe, E. A., Pianosi, F. & Wagener, T., Feb 2017, In : Natural Hazards and Earth System Sciences. 17, 2, p. 225-241 17 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
24 Citations (Scopus)
768 Downloads (Pure)
2016

Curses, Tradeoffs, and Scalable Management: Advancing Evolutionary Multiobjective Direct Policy Search to Improve Water Reservoir Operations

Giuliani, M., Castelletti, A., Pianosi, F., Mason, E. & Reed, P., Feb 2016, In : Journal of Water Resources Planning and Management. 142, 2, 17 p., 04015050.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
86 Citations (Scopus)
680 Downloads (Pure)
Open Access
File
298 Downloads (Pure)

Global Sensitivity Analysis of environmental models: Convergence and validation

Sarrazin, F. J., Pianosi, F. & Wagener, T., May 2016, In : Environmental Modelling and Software. 79, p. 135-152 18 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
100 Citations (Scopus)
525 Downloads (Pure)

Optimal Operation of the Multireservoir System in the Seine River Basin Using Deterministic and Ensemble Forecasts

Ficchi, A., Raso, L., Dorchies, D., Pianosi, F., Malaterre, P-O., van Overloop, P-J. & Jay-Allemand, M., Jan 2016, In : Journal of Water Resources Planning and Management. 142, 1, 12 p., 05015005.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
32 Citations (Scopus)
382 Downloads (Pure)

Quantifying the importance of spatial resolution and other factors through global sensitivity analysis of a flood inundation model

Savage, J., Pianosi, F., Bates, P., Freer, J. & Wagener, T., Nov 2016, In : Water Resources Research. 52, 11, p. 9146–9163 18 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
35 Citations (Scopus)
527 Downloads (Pure)

Sensitivity analysis of environmental models: A systematic review with practical workflow

Pianosi, F., Beven, K., Freer, J. E., Hall, J. W., Rougier, J., Stephenson, D. B. & Wagener, T., May 2016, In : Environmental Modelling and Software. 79, p. 214-232 19 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
355 Citations (Scopus)
919 Downloads (Pure)

Understanding the time-varying importance of different uncertainty sources in hydrological modelling using global sensitivity analysis

Pianosi, F. & Wagener, T., 30 Oct 2016, In : Hydrological Processes. 30, 22, p. 3991–4003 13 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
33 Citations (Scopus)
257 Downloads (Pure)

Value of long-term streamflow forecasts to reservoir operations for water supply in snow-dominated river catchments

Anghileri, D., Voisin, N., Castelletti, A., Pianosi, F., Nijssen, B. & Lettenmaier, D. P., 2 Jun 2016, In : Water Resources Research. 52, 6, p. 4209-4225 17 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
60 Citations (Scopus)
495 Downloads (Pure)
2015

A large-scale simulation model to assess karstic groundwater recharge over Europe and the Mediterranean

Hartmann, A., Gleeson, T., Rosolem, R., Pianosi, F., Wada, Y. & Wagener, T., 11 Jun 2015, In : Geoscientific Model Development. 8, 6, p. 1729-1746 18 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
47 Citations (Scopus)
431 Downloads (Pure)

A Matlab toolbox for Global Sensitivity Analysis

Pianosi, F., Sarrazin, F. J. & Wagener, T., 1 Aug 2015, In : Environmental Modelling and Software. 70, p. 80-85 6 p.

Research output: Contribution to journalArticle (Academic Journal)

236 Citations (Scopus)

A simple and efficient method for global sensitivity analysis based on cumulative distribution functions

Pianosi, F. & Wagener, T., 1 May 2015, In : Environmental Modelling and Software. 67, p. 1-11 11 p.

Research output: Contribution to journalArticle (Academic Journal)

130 Citations (Scopus)

Making the most of data: An information selection and assessment framework to improve water systems operations

Giuliani, M., Pianosi, F. & Castelletti, A., 19 Nov 2015, In : Water Resources Research. 51, 11, p. 9073-9093 21 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
27 Citations (Scopus)
369 Downloads (Pure)
2014

A simulation model to assess groundwater recharge over Europe's karst regions

Hartmann, A., Gleeson, T., Rosolem, R., Pianosi, F., Wada, Y. & Wagener, T., 19 Nov 2014, In : Geoscientific Model Development Discussions.

Research output: Contribution to journalArticle (Academic Journal)

Trend detection in seasonal data: from hydrology to water resources

Anghileri, D., Pianosi, F. & Soncini-Sessa, R., 16 Apr 2014, In : Journal of Hydrology. 511, p. 171-179 9 p.

Research output: Contribution to journalArticle (Academic Journal)

24 Citations (Scopus)
2013

A multiobjective reinforcement learning approach to water resources systems operation: Pareto frontier approximation in a single run

Castelletti, A., Pianosi, F. & Restelli, M., 2013, In : Water Resources Research. 49, 6, p. 3476–3486

Research output: Contribution to journalArticle (Academic Journal)

45 Citations (Scopus)

Improving flow forecasting by error correction modelling in altered catchment conditions

Pianosi, F., Castelletti, A., Mancusi, L. & Garofalo, E., 2013, In : Hydrological Processes. 28, 4, p. 2524–2534

Research output: Contribution to journalArticle (Academic Journal)

6 Citations (Scopus)

Optimizing Watershed Management by Coordinated Operation of Storing Facilities

Anghileri, D., Castelletti, A., Pianosi, F., Soncini-Sessa, R. & Weber, E., 2013, In : Journal of Water Resources Planning and Management. 139, 5, p. 492–500 9 p.

Research output: Contribution to journalArticle (Academic Journal)

36 Citations (Scopus)

Tree-based fitted Q-iteration for multi-objective Markov decision processes in water resource management

Pianosi, F., Castelletti, A. & Restelli, M., 2013, In : Journal of Hydroinformatics. 15, 2, p. 258-270

Research output: Contribution to journalArticle (Academic Journal)

17 Citations (Scopus)
2012

Assessing water reservoir management and development in Northern Vietnam

Castelletti, A., Pianosi, F., Quach, X. & Soncini-Sessa, R., 2012, In : Hydrology and Earth System Sciences. 16, p. 189-199

Research output: Contribution to journalArticle (Academic Journal)

21 Citations (Scopus)

Dynamic modeling of predictive uncertainty by regression on absolute errors

Pianosi, F. & Raso, L., 2012, In : Water Resources Research. 48, W03516.

Research output: Contribution to journalArticle (Academic Journal)

34 Citations (Scopus)

Valuing hydrological alteration in multi-objective water resources management

Bizzi, S., Pianosi, F. & Soncini-Sessa, R., 2012, In : Journal of Hydrology. 472-473, p. 277-286

Research output: Contribution to journalArticle (Academic Journal)

25 Citations (Scopus)
2011

A framework for the quantitative assessment of climate change impacts on water-related activities at the basin scale

Anghileri, D., Pianosi, F. & Soncini-Sessa, R., Jun 2011, In : Hydrology and Earth System Sciences. 15, 6, p. 2025-2038 14 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
15 Citations (Scopus)
252 Downloads (Pure)
2010

A multiobjective response surface approach for improved water quality planning in lakes and reservoirs

Castelletti, A., Pianosi, F., Soncini-Sessa, R. & Antenucci, J. P., 4 Jun 2010, In : Water Resources Research. 46, 16 p., 06502.

Research output: Contribution to journalArticle (Academic Journal)

40 Citations (Scopus)

Assessing rainfall-runoff models for the management of Lake Verbano

Pianosi, F. & Ravazzani, G., 30 Oct 2010, In : Hydrological Processes. 24, 22, p. 3195-3205 11 p.

Research output: Contribution to journalArticle (Academic Journal)

21 Citations (Scopus)
2009

Real-time management of a multipurpose water reservoir with a heteroscedastic inflow model

Pianosi, F. & Soncini-Sessa, R., 21 Oct 2009, In : Water Resources Research. 45, 12 p., 10430.

Research output: Contribution to journalArticle (Academic Journal)

27 Citations (Scopus)
2008

Integration, participation and optimal control in water resources planning and management

Castelletti, A., Pianosi, F. & Soncini-Sessa, R., 1 Dec 2008, In : Applied Mathematics and Computation. 206, 1, p. 21-33 13 p.

Research output: Contribution to journalArticle (Academic Journal)

137 Citations (Scopus)

Receding horizon control for water resources management

Castelletti, A., Pianosi, F. & Soncini-Sessa, R., 15 Oct 2008, In : Applied Mathematics and Computation. 204, 2, p. 621-631 11 p.

Research output: Contribution to journalArticle (Academic Journal)

10 Citations (Scopus)

Water reservoir control under economic, social and environmental constraints

Castelletti, A., Pianosi, F. & Soncini-Sessa, R., Jun 2008, In : Automatica. 44, 6, p. 1595-1607 13 p.

Research output: Contribution to journalArticle (Academic Journal)

133 Citations (Scopus)