Advancing Scientific Understanding and Practical Adaptation and Mitigation of Floods Through Remote Sensing, Modeling, and AI
LI's Flood Lab at CU Boulder
Publications

Publications

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2025

AQUAH: Automatic Quantification and Unified Agent in Hydrology

Yan, Songkun; Li, Zhi; Zhu, Siyu; Wen, Yixin; Zhang, Mofan; Chen, Mengye; Cao, Jie; Hong, Yang

AQUAH: Automatic Quantification and Unified Agent in Hydrology Conference

2025.

Links | BibTeX | Tags: Deep Learning, Flood modeling

2020

Advancing Satellite Precipitation Retrievals with Data Driven Approaches: Is black box model explainable?

Li, Zhi; Wen, Yixin; Schreier, Mathias; Behrangi, Ali; Hong, Yang; Lambrigtsen, Bjorn

Advancing Satellite Precipitation Retrievals with Data Driven Approaches: Is black box model explainable? Journal Article

In: Earth and Space Science, vol. 8, pp. e2020EA001423, 2020, (One of the first machine learning interpretation used in satellite precipitation retrievals).

Links | BibTeX | Tags: Deep Learning, Precipitation, Remote Sensing