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

Societal and environmental interconnections: future directions for flood inundation models

Li, Zhi; Gorelick, Steven

Societal and environmental interconnections: future directions for flood inundation models Journal Article

In: Environmental Research Letters, vol. 20, 2025.

Links | BibTeX | Tags: Flood modeling, Floods

Severe floods significantly reduce global rice yields

Li, Zhi; Rosa, Lorenzo; Gorelick, Steven

Severe floods significantly reduce global rice yields Journal Article

In: Science Advances, vol. 11, 2025.

Links | BibTeX | Tags: Climate change, Floods

2023

Introducing Flashiness-Intensity-Duration-Frequency (F-IDF): A New Metric to Quantify Flash Flood Intensity

Li, Zhi; Gao, Shang; Chen, Mengye; Zhang, Jiaqi; Gourley, Jonathan; Wen, Yixin; Yang, Tiantian; Hong, Yang

Introducing Flashiness-Intensity-Duration-Frequency (F-IDF): A New Metric to Quantify Flash Flood Intensity Journal Article

In: Geophysical Research Letters, vol. 50, iss. 23, pp. e2023GL104992, 2023.

Links | BibTeX | Tags: Flash floods, Flood modeling, Floods

Future Heavy rainfall and flood risks for Native America under climate and demographic changes: A case study in Oklahoma

Li, Zhi; Tsoodle, Theresa; Chen, Mengye; Gao, Shang; Zhang, Jiaqi; Wen, Yixin; Yang, Tiantian; King, Farina; Hong, Yang

Future Heavy rainfall and flood risks for Native America under climate and demographic changes: A case study in Oklahoma Journal Article

In: Weather, Climate, and Society, 2023.

Links | BibTeX | Tags: climate injustice, Flash floods, Floods

2022

Spatiotemporal characteristics of US floods: Current status and forecast under a future warmer climate

Li, Zhi; Gao, Shang; Chen, Mengye; Gourley, Jonathan; Hong, Yang

Spatiotemporal characteristics of US floods: Current status and forecast under a future warmer climate Journal Article

In: Earth's Future, vol. 10, pp. e2022EF002700, 2022, (Quantify extreme rainfall and flood seasonality identifying more frequent, widespread, yet less seasonal rainfall and flood events in the future).

Links | BibTeX | Tags: Climate change, Floods

Can re-infiltration process be ignored for flood inundation mapping and prediction during extreme storms? A case study in Texas Gulf Coast region

Li, Zhi; Chen, Mengye; Gao, Shang; Wen, Yixin; Gourley, Jonathan; Yang, Tiantian; Kolar, Randall; Hong, Yang

Can re-infiltration process be ignored for flood inundation mapping and prediction during extreme storms? A case study in Texas Gulf Coast region Journal Article

In: Environmental Modelling and Software, vol. 155, pp. 105450, 2022, (Answered the scientific question of whether re-infiltration process in Hydrology is important and can be ignored in flood inundation mapping during extreme events).

Links | BibTeX | Tags: Flood modeling, Floods

A flood predictability study for Hurricane Harvey with the CREST-iMAP model using high-resolution quantitative precipitation forecasts and U-Net deep learning precipitation nowcasts

Chen, Mengye; Li, Zhi; Gao, Shang; Xue, Ming; Gourley, Jonathan; Kolar, Randall; Hong, Yang

A flood predictability study for Hurricane Harvey with the CREST-iMAP model using high-resolution quantitative precipitation forecasts and U-Net deep learning precipitation nowcasts Journal Article

In: Journal of Hydrology, vol. 612, pp. 128168, 2022, (Comparing different QPFs and their impact on flood inundation).

BibTeX | Tags: Flood modeling, Floods, Precipitation

Decadal development of CREST hydrological model family: review, improvements, applications, and outlook

Li, Zhi

Decadal development of CREST hydrological model family: review, improvements, applications, and outlook PhD Thesis

2022.

Links | BibTeX | Tags: Climate change, Flash floods, Flood modeling, Floods, Precipitation, Remote Sensing

Multisensor Remote Sensing and the Multidimensional Modeling of Extreme Flood Events: A Case Study of Hurricane Harvey–Triggered Floods in Houston, Texas, USA

Chen, Mengye; Li, Zhi; Gao, Shang

Multisensor Remote Sensing and the Multidimensional Modeling of Extreme Flood Events: A Case Study of Hurricane Harvey–Triggered Floods in Houston, Texas, USA Book Chapter

In: Zhang, Ke; Hong, Yang; AghaKouchak, Amir (Ed.): Remote Sensing of Water-related Hazards, Chapter 5, pp. 87-104, American Geophysical Union, 2022.

Links | BibTeX | Tags: Flood modeling, Floods, Precipitation, Remote Sensing

2021

A multi-source 120-year US flood database with a unified common format and public access

Li, Zhi; Chen, Mengye; Gao, Shang; Gourley, Jonathan; Yang, Tiantian; Shen, Xinyi; Kolar, Randall; Hong, Yang

A multi-source 120-year US flood database with a unified common format and public access Bachelor Thesis

2021, (The longest flood data sets in the US by multi-source collections).

Links | BibTeX | Tags: Flood database, Floods

CREST-iMAP v1. 0: A fully coupled hydrologic-hydraulic modeling framework dedicated to flood inundation mapping and prediction

Li, Zhi; Chen, Mengye; Gao, Shang; Luo, Xiangyu; Gourley, Jonathan; Kirstetter, Pierre; Yang, Tiantian; Kolar, Randall; McGovern, Amy; Wen, Yixin; Rao, Bo; Yami, Teshome; Hong, Yang

CREST-iMAP v1. 0: A fully coupled hydrologic-hydraulic modeling framework dedicated to flood inundation mapping and prediction Journal Article

In: Environmental Modelling and Software, vol. 141, pp. 105051, 2021, (Developed a coupled system that integrates hydrologic process and hydraulic routing for flood prediction).

Links | BibTeX | Tags: Flood modeling, Floods, Remote Sensing