Shijie Jiang

Max Planck Institute for Biogeochemistry

Germany

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Articles (10)

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2025

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2025

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2025

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2025

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2024

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2024

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2024

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2024

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2024

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2024

Collaborators (7)

Christian Reimers

Max Planck Institute for Biogeochemistry

GERMANY

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Jakob Zscheischler

Professor

Technische Universität Dresden

GERMANY

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Alexander Brenning

Friedrich Schiller University Jena

GERMANY

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Guo Yu

Assistant Research Professor

Desert Research Institute - Las Vegas

UNITED STATES

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Alexander J. Winkler

Max Planck Institute for Biogeochemistry

GERMANY

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Oldrich Rakovec

Czech University of Life Sciences Prague

CZECH REPUBLIC

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Anne Hoek van Dijke

Wageningen University & Research

NETHERLANDS

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Shijie Jiang

Research Interests

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Articles (10)

A self-supervised deep learning model for enhanced generalization in soil moisture prediction

Challenges and opportunities of ML and explainable AI in large-sample hydrology

Advancing Evapotranspiration Modeling With Optimized Soil and Canopy Resistance Combinations

Explainable deep learning identifies patterns and drivers of freshwater harmful algal blooms

How Interpretable Machine Learning Can Benefit Process Understanding in the Geosciences

Compounding effects in flood drivers challenge estimates of extreme river floods

Distributed Hydrological Modeling With Physics‐Encoded Deep Learning: A General Framework and Its Application in the Amazon

Advancing streamflow prediction in data-scarce regions through vegetation-constrained distributed hybrid ecohydrological models

Viewing Soil Moisture Flash Drought Onset Mechanism and Their Changes Through XAI Lens: A Case Study in Eastern China

Towards data-driven discovery of governing equations in geosciences

Collaborators (7)

Christian Reimers

Jakob Zscheischler

Alexander Brenning

Guo Yu

Alexander J. Winkler

Oldrich Rakovec

Anne Hoek van Dijke

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