Concepedia

Daniel Klotz

DK

Statistics

Publications

37

Citations

6K

H-Index

28

Active since

2017

Affiliations

Johannes Kepler University of Linz(Current)

Google (United States)

University of Alabama

Google (Israel)

Geological Survey of Alabama

Daniel Klotz is an author at Johannes Kepler University of Linz specializing in engineering, hydrological modeling, and hydrology.

Top concepts

EngineeringHydrologyHydrological ModelingMachine LearningGeographyData ScienceEarth ScienceHydrometeorologyDeep LearningHydrological Prediction

Publications per year

2017–2025

37

Publications

37

Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks

Frederik Kratzert, Daniel Klotz, Claire Brenner et al. · Hydrology and earth system sciences · 2018 · 1.6K citations · Full text

Hydrometeorology, Hydrological Science, Surface Runoff +12

Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning

Frederik Kratzert, Daniel Klotz, Mathew Herrnegger et al. · Water Resources Research · 2019 · 908 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +21

What Role Does Hydrological Science Play in the Age of Machine Learning?

Grey Nearing, Frederik Kratzert, Alden Keefe Sampson et al. · Water Resources Research · 2020 · 697 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +17

Deep learning rainfall–runoff predictions of extreme events

Jonathan Frame, Frederik Kratzert, Daniel Klotz et al. · Hydrology and earth system sciences · 2022 · 300 citations · Full text

Hydrometeorology, Hydrological Prediction, Engineering +12

Global prediction of extreme floods in ungauged watersheds

Grey Nearing, Déborah Cohen, Vusumuzi Dube et al. · Nature · 2024 · 242 citations · Full text

1–5 of 37