the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Panta Rhei benchmark dataset: socio-hydrological data of paired events of floods and droughts
Heidi Kreibich
Kai Schröter
Giuliano Di Baldassarre
Anne F. Van Loon
Maurizio Mazzoleni
Guta Wakbulcho Abeshu
Svetlana Agafonova
Amir AghaKouchak
Hafzullah Aksoy
Camila Alvarez-Garreton
Blanca Aznar
Laila Balkhi
Marlies H. Barendrecht
Sylvain Biancamaria
Liduin Bos-Burgering
Chris Bradley
Yus Budiyono
Wouter Buytaert
Lucinda Capewell
Hayley Carlson
Yonca Cavus
Anaïs Couasnon
Gemma Coxon
Ioannis Daliakopoulos
Marleen C. de Ruiter
Claire Delus
Mathilde Erfurt
Giuseppe Esposito
Didier François
Frédéric Frappart
Jim Freer
Natalia Frolova
Animesh K. Gain
Manolis Grillakis
Jordi Oriol Grima
Diego A. Guzmán
Laurie S. Huning
Monica Ionita
Maxim Kharlamov
Dao Nguyen Khoi
Natalie Kieboom
Maria Kireeva
Aristeidis Koutroulis
Waldo Lavado-Casimiro
Hong-Yi Li
Maria Carmen LLasat
David Macdonald
Johanna Mård
Hannah Mathew-Richards
Andrew McKenzie
Alfonso Mejia
Eduardo Mario Mendiondo
Marjolein Mens
Shifteh Mobini
Guilherme Samprogna Mohor
Viorica Nagavciuc
Thanh Ngo-Duc
Huynh Thi Thao Nguyen
Pham Thi Thao Nhi
Olga Petrucci
Nguyen Hong Quan
Pere Quintana-Seguí
Saman Razavi
Elena Ridolfi
Jannik Riegel
Md Shibly Sadik
Nivedita Sairam
Elisa Savelli
Alexey Sazonov
Sanjib Sharma
Johanna Sörensen
Felipe Augusto Arguello Souza
Kerstin Stahl
Max Steinhausen
Michael Stoelzle
Wiwiana Szalińska
Qiuhong Tang
Fuqiang Tian
Tamara Tokarczyk
Carolina Tovar
Thi Van Thu Tran
Marjolein H. J. van Huijgevoort
Michelle T. H. van Vliet
Sergiy Vorogushyn
Thorsten Wagener
Yueling Wang
Doris E. Wendt
Elliot Wickham
Long Yang
Mauricio Zambrano-Bigiarini
Philip J. Ward
Related authors
This study examines large daily river flow fluctuations in the dammed Mekong River, developing integrated 3D hydrodynamic and response time models alongside a hydrological model with an embedded reservoir module. This approach allows estimation of travel times between hydrological stations and contributions of subbasins and upstream regions. Findings show a power correlation between upstream discharge and travel time, and significant fluctuations occurred even before dam construction.
Our study examines water stress in Chile from mid-20th century to the end of the 21st century, using novel datasets on water availability, land use, and water use. We compute a water stress index for all basins in Chile and show that rising water use significantly contributes to water stress. We also show that a drier future is expected in central Chile and that the water stress index can be used as a tool for designing adaptation strategies.
This opinion paper reflects on the risks of overusing groundwater savings to supply permanent water use requirements. Using novel data recently developed for Chile, we reveal how groundwater is being overused, causing ecological and socioeconomic impacts and concealing a Day Zero
scenario. Our argument underscores the need for reformed water allocation rules and sustainable management, shifting from a perception of groundwater as an unlimited source to a finite and vital one.
loss functionsmay be used in conceptual rainfall–runoff models but should be supported by perceptualisation of IGF processes and connectivities.
hiddenunderground and thus hard to measure. We suggest using multiple complementary strategies to assess the performance of a model (
model evaluation).
rulesare provided to recognise urbanised slopes most at risk. The methodology is suitable for regions with scarce field measurements and landslide inventories.
groundwater droughtscan limit supply, making it crucial to understand their regional connection. The Groundwater Drought Initiative (GDI) assesses spatial patterns in historic—recent groundwater droughts across Europe for the first time. Using an example dataset, we describe the background to the GDI and its methodological approach.
acceptabledo not necessarily translate well into understanding of the KGE metric.
paired-catchmentapproach to quantify human influence on hydrological droughts. In this approach two similar catchments are compared and differences are attributed to the human activity present in one. In two case studies in UK and Australia, we found that groundwater abstraction aggravated streamflow drought by > 200 % and water transfer alleviated droughts with 25–80 %. Understanding the human influence on droughts can support water management decisions.
drought impact functionsbased on hydro-meteorological drought indicators as predictors and text-based reports on drought impacts as a surrogate variable for drought damage. We showcase three data-driven modeling approaches and assess the effect of impact report quantification method.
resilience canvasas a heuristic tool to design bespoke management strategies.
Related subject area
Global water resource monitoring is crucial due to climate change and population growth. This study presents a hand-labeled dataset of 100 PlanetScope images for surface water detection, spanning diverse biomes. We use this dataset to evaluate two state-of-the-art mapping methods. Results highlight performance variations across biomes, emphasizing the need for diverse, independent validation datasets to enhance the accuracy and reliability of satellite-based surface water monitoring techniques.