Articles | Volume 25, issue 7
Hydrol. Earth Syst. Sci., 25, 3897–3935, 2021
https://doi.org/10.5194/hess-25-3897-2021
Hydrol. Earth Syst. Sci., 25, 3897–3935, 2021
https://doi.org/10.5194/hess-25-3897-2021

Review article 07 Jul 2021

Review article | 07 Jul 2021

Nonstationary weather and water extremes: a review of methods for their detection, attribution, and management

Louise J. Slater et al.

Related authors

Extreme floods in Europe: going beyond observations using reforecast ensemble pooling
Manuela I. Brunner and Louise Slater
Hydrol. Earth Syst. Sci. Discuss., https://doi.org/10.5194/hess-2021-345,https://doi.org/10.5194/hess-2021-345, 2021
Preprint under review for HESS
Short summary
Benchmarking Data-Driven Rainfall-Runoff Models in Great Britain: A comparison of LSTM-based models with four lumped conceptual models
Thomas Lees, Marcus Buechel, Bailey Anderson, Louise Slater, Steven Reece, Gemma Coxon, and Simon J. Dadson
Hydrol. Earth Syst. Sci. Discuss., https://doi.org/10.5194/hess-2021-127,https://doi.org/10.5194/hess-2021-127, 2021
Revised manuscript accepted for HESS
Short summary
Using R in hydrology: a review of recent developments and future directions
Louise J. Slater, Guillaume Thirel, Shaun Harrigan, Olivier Delaigue, Alexander Hurley, Abdou Khouakhi, Ilaria Prosdocimi, Claudia Vitolo, and Katie Smith
Hydrol. Earth Syst. Sci., 23, 2939–2963, https://doi.org/10.5194/hess-23-2939-2019,https://doi.org/10.5194/hess-23-2939-2019, 2019
Short summary
Demystifying academics to enhance university–business collaborations in environmental science
John K. Hillier, Geoffrey R. Saville, Mike J. Smith, Alister J. Scott, Emma K. Raven, Jonathon Gascoigne, Louise J. Slater, Nevil Quinn, Andreas Tsanakas, Claire Souch, Gregor C. Leckebusch, Neil Macdonald, Alice M. Milner, Jennifer Loxton, Rebecca Wilebore, Alexandra Collins, Colin MacKechnie, Jaqui Tweddle, Sarah Moller, MacKenzie Dove, Harry Langford, and Jim Craig
Geosci. Commun., 2, 1–23, https://doi.org/10.5194/gc-2-1-2019,https://doi.org/10.5194/gc-2-1-2019, 2019
Short summary
HESS Opinions: Science in today's media landscape – challenges and lessons from hydrologists and journalists
Stefanie R. Lutz, Andrea Popp, Tim van Emmerik, Tom Gleeson, Liz Kalaugher, Karsten Möbius, Tonie Mudde, Brett Walton, Rolf Hut, Hubert Savenije, Louise J. Slater, Anna Solcerova, Cathelijne R. Stoof, and Matthias Zink
Hydrol. Earth Syst. Sci., 22, 3589–3599, https://doi.org/10.5194/hess-22-3589-2018,https://doi.org/10.5194/hess-22-3589-2018, 2018
Short summary

Related subject area

Subject: Global hydrology | Techniques and Approaches: Modelling approaches
Bright and blind spots of water research in Latin America and the Caribbean
Alyssa J. DeVincentis, Hervé Guillon, Romina Díaz Gómez, Noelle K. Patterson, Francine van den Brandeler, Arthur Koehl, J. Pablo Ortiz-Partida, Laura E. Garza-Díaz, Jennifer Gamez-Rodríguez, Erfan Goharian, and Samuel Sandoval Solis
Hydrol. Earth Syst. Sci., 25, 4631–4650, https://doi.org/10.5194/hess-25-4631-2021,https://doi.org/10.5194/hess-25-4631-2021, 2021
Short summary
Land surface modeling over the Dry Chaco: the impact of model structures, and soil, vegetation and land cover parameters
Michiel Maertens, Gabriëlle J. M. De Lannoy, Sebastian Apers, Sujay V. Kumar, and Sarith P. P. Mahanama
Hydrol. Earth Syst. Sci., 25, 4099–4125, https://doi.org/10.5194/hess-25-4099-2021,https://doi.org/10.5194/hess-25-4099-2021, 2021
Short summary
Robust historical evapotranspiration trends across climate regimes
Sanaa Hobeichi, Gab Abramowitz, and Jason P. Evans
Hydrol. Earth Syst. Sci., 25, 3855–3874, https://doi.org/10.5194/hess-25-3855-2021,https://doi.org/10.5194/hess-25-3855-2021, 2021
Short summary
A note on leveraging synergy in multiple meteorological data sets with deep learning for rainfall–runoff modeling
Frederik Kratzert, Daniel Klotz, Sepp Hochreiter, and Grey S. Nearing
Hydrol. Earth Syst. Sci., 25, 2685–2703, https://doi.org/10.5194/hess-25-2685-2021,https://doi.org/10.5194/hess-25-2685-2021, 2021
Short summary
Global scenarios of irrigation water abstractions for bioenergy production: a systematic review
Fabian Stenzel, Dieter Gerten, and Naota Hanasaki
Hydrol. Earth Syst. Sci., 25, 1711–1726, https://doi.org/10.5194/hess-25-1711-2021,https://doi.org/10.5194/hess-25-1711-2021, 2021
Short summary

Cited articles

Addor, N., Newman, A. J., Mizukami, N., and Clark, M. P.: The CAMELS data set: catchment attributes and meteorology for large-sample studies, Hydrol. Earth Syst. Sci., 21, 5293–5313, https://doi.org/10.5194/hess-21-5293-2017, 2017. a
Addor, N., Do, H. X., Alvarez-Garreton, C., Coxon, G., Fowler, K., and Mendoza, P. A.: Large-sample hydrology: recent progress, guidelines for new datasets and grand challenges, Hydrolog. Sci. J., 65, 712–725, 2020. a
AghaKouchak, A., Chiang, F., Huning, L. S., Love, C. A., Mallakpour, I., Mazdiyasni, O., Moftakhari, H., Papalexiou, S. M., Ragno, E., and Sadegh, M.: Climate Extremes and Compound Hazards in a Warming World, Annu. Rev. Earth Pl. Sc., 48, 519–548, https://doi.org/10.1146/annurev-earth-071719-055228, 2020. a, b, c
Aguilar, E., Auer, I., Brunet, M., Peterson, T. C., and Wieringa, J.: Guidance on metadata and homogenization, Wmo Td, 1186, 1–53, 2003. a
Aguilar, E., Peterson, T. C., Obando, P. R., Frutos, R., Retana, J. A., Solera, M., Soley, J., García, I. G., Araujo, R. M., Santos, A. R., and Valle, V. E: Changes in precipitation and temperature extremes in Central America and northern South America, 1961–2003, J. Geophys. Res.-Atmos., 110, https://doi.org/10.1029/2005JD006119, 2005. a
Short summary
Weather and water extremes have devastating effects each year. One of the principal challenges for society is understanding how extremes are likely to evolve under the influence of changes in climate, land cover, and other human impacts. This paper provides a review of the methods and challenges associated with the detection, attribution, management, and projection of nonstationary weather and water extremes.