List of works - Julian Koch

A New Digital Twin for Climate Change Adaptation, Water Management, and Disaster Risk Reduction (HIP Digital Twin)

scholarly article

A New Digital Twin for Climate Change Adaptation, Water Management, and Disaster Risk Reduction (HIP Digital Twin)

preprint dated 24 November 2022

A New Digital Twin for Climate Change Adaptation, Water Management, and Disaster Risk Reduction (HIP Digital Twin)

preprint dated 23 November 2022

Assessing the impact of climate change to landslides using public data, a case study from Vejle, Denmark

Citizen science: A new perspective to advance spatial pattern evaluation in hydrology.

scientific article

Climate Normalized Spatial Patterns of Evapotranspiration Enhance the Calibration of a Hydrological Model

scientific article published in 2022

Estimating Net Irrigation Across the North China Plain Through Dual Modeling of Evapotranspiration

scientific article published in 2020

Inter-comparison of three distributed hydrological models with respect to seasonal variability of soil moisture patterns at a small forested catchment

Machine learning-based downscaling of modelled climate change impacts on groundwater table depth

Machine-learning-based downscaling of modelled climate change impacts on groundwater table depth

Modelling of the shallow water table at high spatial resolution using random forests

scientific article published in 2019

Multi-step-ahead forecasting of groundwater levels using a Long Short-Term Memory based Encoder-Decoder (LSTM-ED) model

Nitrate reduction in geologically heterogeneous catchments--a framework for assessing the scale of predictive capability of hydrological models

scientific article

Soil Moisture and Atmospheric Aridity Impact Spatio‐Temporal Changes in Evapotranspiration at a Global Scale

scientific article published in 2023

Spatial Pattern Oriented Multicriteria Sensitivity Analysis of a Distributed Hydrologic Model

Spatial Patterns in Actual Evapotranspiration Climatologies for Europe

scientific article published in 2021

Spatio-temporal validation of long-term 3D hydrological simulations of a forested catchment using empirical orthogonal functions and wavelet coherence analysis

article

Transition probability-based stochastic geological modeling using airborne geophysical data and borehole data

scholarly article

Using a Groundwater Adjusted Water Balance Approach and Copulas to Evaluate Spatial Patterns and Dependence Structures in Remote Sensing Derived Evapotranspiration Products

scientific article published in 2021

Water-table-driven greenhouse gas emission estimates guide peatland restoration at national scale

scientific article published in 2023

List of works by Julian Koch

A New Digital Twin for Climate Change Adaptation, Water Management, and Disaster Risk Reduction (HIP Digital Twin)

A New Digital Twin for Climate Change Adaptation, Water Management, and Disaster Risk Reduction (HIP Digital Twin)

A New Digital Twin for Climate Change Adaptation, Water Management, and Disaster Risk Reduction (HIP Digital Twin)

Assessing the impact of climate change to landslides using public data, a case study from Vejle, Denmark

Citizen science: A new perspective to advance spatial pattern evaluation in hydrology.

Climate Normalized Spatial Patterns of Evapotranspiration Enhance the Calibration of a Hydrological Model

Estimating Net Irrigation Across the North China Plain Through Dual Modeling of Evapotranspiration

Inter-comparison of three distributed hydrological models with respect to seasonal variability of soil moisture patterns at a small forested catchment

Machine learning-based downscaling of modelled climate change impacts on groundwater table depth

Machine-learning-based downscaling of modelled climate change impacts on groundwater table depth

Modelling of the shallow water table at high spatial resolution using random forests

Multi-step-ahead forecasting of groundwater levels using a Long Short-Term Memory based Encoder-Decoder (LSTM-ED) model

Nitrate reduction in geologically heterogeneous catchments--a framework for assessing the scale of predictive capability of hydrological models

Soil Moisture and Atmospheric Aridity Impact Spatio‐Temporal Changes in Evapotranspiration at a Global Scale

Spatial Pattern Oriented Multicriteria Sensitivity Analysis of a Distributed Hydrologic Model

Spatial Patterns in Actual Evapotranspiration Climatologies for Europe

Spatio-temporal validation of long-term 3D hydrological simulations of a forested catchment using empirical orthogonal functions and wavelet coherence analysis

Transition probability-based stochastic geological modeling using airborne geophysical data and borehole data

Using a Groundwater Adjusted Water Balance Approach and Copulas to Evaluate Spatial Patterns and Dependence Structures in Remote Sensing Derived Evapotranspiration Products

Water-table-driven greenhouse gas emission estimates guide peatland restoration at national scale