HS
Hydrological Sciences

floods

What machine learning can and cannot tell us about floods

Collage based on a picture by Imad Clicks via Pexel

Floods are shaped by complex and nonlinear interactions between weather patterns, rainfall, soil properties, topography, land cover, and how wet a catchment already is. This complexity is one reason machine learning (ML) is increasingly used in hydrology. ML models can learn patterns from large and complex datasets with many variables.  Early in my PhD, while …[Read More]

HydroTalks: Heidi Kreibich about Floods, Human-water Feedbacks, and the IAHS Scientific Decade Panta Rhei

HydroTalks: Heidi Kreibich about Floods, Human-water Feedbacks, and the IAHS Scientific Decade Panta Rhei

For this month’s episode of HydroTalks, we’re thrilled to welcome Heidi Kreibich. She is  head of the Section Hydrology at GFZ Helmholtz Centre for Geosciences and senior lecturer at the Geography Department of Humboldt-Universitat zu Berlin. Heidi is also president of the Natural Hazards division of the EGU and president of the International Commission on …[Read More]

My Riverside journey by bike to EGU, part 2

My Riverside journey by bike to EGU, part 2

We’ve now been pedalling (unaided by batteries, in case you were wondering) for six days along the Rhine. I’m writing this in the warmth of the evening sun, sparkling off the river, flowing gently past tonight’s campsite, which occupies the hundred metre wide floodplain between the left bank and a steeply-sloping vineyard. Today’s ride took …[Read More]

How do you ensure quality in your flow modeling? Participate in a survey!

How do you ensure quality in your flow modeling? Participate in a survey!

The challenges in hydraulic engineering are increasing due to the growing threat of floods and heavy rainfall events caused by climate change (as experienced several times in Europe in recent years) on the one hand and the more frequent low water situations and the associated requirements for ecological enhancement of water bodies, on the other …[Read More]

October 2024 floods in the Valencia region, Eastern Spain: One example too many of hazardous debris

October 2024 floods in the Valencia region, Eastern Spain: One example too many of hazardous debris

The recent devastating flash floods in Valencia region, Eastern Spain, have once more highlighted the role of large debris in enhancing urban flood hazard. Urban debris – so-called Urban Flood Drifters (UFDs) – are very varied as shown by a recent survey. They include vehicles, deadwood, waste bins, containers of many types, construction materials, and …[Read More]

May the year-end be Exceptional, not only hydrologically!

May the year-end be Exceptional, not only hydrologically!

What a hydrological year it has been!  From the winter drought and flash floods detailed in Matano and Avanzi‘s blog post to the remarkably warm and wet November 2023, Europe has witnessed a range of extraordinary weather phenomena. In the Alpine region, the convergence of warm and wet weather resulted in numerous rain-on-snow events (see …[Read More]