TY - JOUR
T1 - The legacy of STAHY
T2 - milestones, achievements, challenges, and open problems in statistical hydrology
AU - Volpi, Elena
AU - Grimaldi, Salvatore
AU - Aghakouchak, Amir
AU - Castellarin, Attilio
AU - Chebana, Fateh
AU - Papalexiou, Simon Michael
AU - Aksoy, Hafzullah
AU - Bárdossy, András
AU - Cancelliere, Antonino
AU - Chen, Yuanfang
AU - Deidda, Roberto
AU - Haberlandt, Uwe
AU - Eris, Ebru
AU - Fischer, Svenja
AU - Francés, Félix
AU - Kavetski, Dmitri
AU - Rodding Kjeldsen, Thomas
AU - Kochanek, Krzysztof
AU - Langousis, Andreas
AU - Mediero Orduña, Luis
AU - Montanari, Alberto
AU - Nerantzaki, Sofia D.
AU - Ouarda, Taha B.M.J.
AU - Prosdocimi, Ilaria
AU - Ragno, Elisa
AU - Rajulapati, Chandra R.
AU - Requena, Ana Isabel
AU - Ridolfi, Elena
AU - Sadegh, Mojtaba
AU - Schumann, Andreas
AU - Sharma, Ashish
N1 - Publisher Copyright:
© 2024 IAHS.
PY - 2024
Y1 - 2024
N2 - Statistical tools are crucial for a variety of hydrological applications, whether to model processes and enhance understanding and knowledge or to design infrastructure systems. Given the rapid evolution of statistical methods and the need for a solid theoretical foundation for their correct application, a multidisciplinary community STAtistics in HYdrology Working Group (STAHY-WG) aggregated under the International Association of Hydrological Sciences (IAHS) umbrella to contribute to this research field. Now, more than 15 years since its inception, this paper summarizes the main achievements of this productive community collaboration in four (of many) branches of statistical hydrology: extreme value analysis, multivariate analysis, time series analysis, and regionalization. The aim is to provide an overview of recent developments, offer practical suggestions (e.g. software packages), and outline future challenges to support scientists and practitioners in their endeavours within the realm of statistical hydrology studies.
AB - Statistical tools are crucial for a variety of hydrological applications, whether to model processes and enhance understanding and knowledge or to design infrastructure systems. Given the rapid evolution of statistical methods and the need for a solid theoretical foundation for their correct application, a multidisciplinary community STAtistics in HYdrology Working Group (STAHY-WG) aggregated under the International Association of Hydrological Sciences (IAHS) umbrella to contribute to this research field. Now, more than 15 years since its inception, this paper summarizes the main achievements of this productive community collaboration in four (of many) branches of statistical hydrology: extreme value analysis, multivariate analysis, time series analysis, and regionalization. The aim is to provide an overview of recent developments, offer practical suggestions (e.g. software packages), and outline future challenges to support scientists and practitioners in their endeavours within the realm of statistical hydrology studies.
KW - FARMA model
KW - GEV
KW - ICSH
KW - STAHY
KW - changing point analysis
KW - copula function
KW - extreme value analysis
KW - metastatistical distributions
KW - rainfall simulations
KW - regionalization
KW - time series analysis
UR - http://www.scopus.com/inward/record.url?scp=85204787897&partnerID=8YFLogxK
U2 - 10.1080/02626667.2024.2385686
DO - 10.1080/02626667.2024.2385686
M3 - Article
AN - SCOPUS:85204787897
SN - 0262-6667
VL - 69
SP - 1913
EP - 1949
JO - Hydrological Sciences Journal
JF - Hydrological Sciences Journal
IS - 14
ER -