Publications - Kaidi Peng

Ensemble-Based Uncertainty Quantification Can Improve Large-Scale Precipitation Data for Hydrologic Prediction

Daniel Benjamin Wright, Yagmur Derin, Kaidi Peng, Viviana Maggioni

Geophysical Research Letters 2026

[under review]

Ensemble-Based Uncertainty Quantification Can Improve Large-Scale Precipitation Data for Hydrologic Prediction

Daniel Benjamin Wright, Yagmur Derin, Kaidi Peng, Viviana Maggioni

Geophysical Research Letters 2026

[under review]

Uncertainty Quantification in Deep Learning-based Hydrologic Modeling

Kaidi Peng, Daniel Benjamin Wright, Lei Yan, Gary Aaron Alexander, Yagmur Derin

Water Resources Research 2026

[In preparation]

Uncertainty Quantification in Deep Learning-based Hydrologic Modeling

Kaidi Peng, Daniel Benjamin Wright, Lei Yan, Gary Aaron Alexander, Yagmur Derin

Water Resources Research 2026

[In preparation]

Advancing Ensemble Streamflow Prediction Through Satellite-based Precipitation Product and Model Parameter Uncertainty Quantification

Kaidi Peng, Daniel Benjamin Wright, Yagmur Derin, Gary Aaron Alexander, Ankita Pradhan, Davide Zoccatelli, Samantha H. Hartke, Zhe Li, Jackson Tan

Journal of Advances in Modeling Earth Systems 2025

[Paper]

Advancing Ensemble Streamflow Prediction Through Satellite-based Precipitation Product and Model Parameter Uncertainty Quantification

Kaidi Peng, Daniel Benjamin Wright, Yagmur Derin, Gary Aaron Alexander, Ankita Pradhan, Davide Zoccatelli, Samantha H. Hartke, Zhe Li, Jackson Tan

Journal of Advances in Modeling Earth Systems 2025

[Paper]

Assessment of Satellite-Based Rainfall Products for Flood Modeling in the Ouémé River Basin in Benin (West Africa)

Marleine Bodjrènou, Kaidi Peng, Dognon Jules Afféwé, Jean Hounkpè, Hagninou E. V. Donnou, Julien Adounkpè, Aristide B. Akpo

Hydrology 2025

[Paper]

Assessment of Satellite-Based Rainfall Products for Flood Modeling in the Ouémé River Basin in Benin (West Africa)

Marleine Bodjrènou, Kaidi Peng, Dognon Jules Afféwé, Jean Hounkpè, Hagninou E. V. Donnou, Julien Adounkpè, Aristide B. Akpo

Hydrology 2025

[Paper]

STREAM-Sat: A Novel Near-Realtime Quasi-global Satellite-Only Ensemble Precipitation Dataset

Kaidi Peng, Daniel Wright, Yagmur Derin, Samantha Hartke, Zhe Li, Jackson Tan

Water Resources Research 2024

[Paper]

STREAM-Sat: A Novel Near-Realtime Quasi-global Satellite-Only Ensemble Precipitation Dataset

Kaidi Peng, Daniel Wright, Yagmur Derin, Samantha Hartke, Zhe Li, Jackson Tan

Water Resources Research 2024

[Paper]

A Physics-Assisted Convolutional Neural Network for Bathymetric Mapping Using ICESat-2 and Sentinel-2 Data

Kaidi Peng, Huan Xie, Qi Xu, Peiqi Huang, Ziyi Liu

IEEE Transactions on Geoscience and Remote Sensing 2022

[Paper]

A Physics-Assisted Convolutional Neural Network for Bathymetric Mapping Using ICESat-2 and Sentinel-2 Data

Kaidi Peng, Huan Xie, Qi Xu, Peiqi Huang, Ziyi Liu

IEEE Transactions on Geoscience and Remote Sensing 2022

[Paper]

Geographically weighted spatial unmixing for spatiotemporal fusion

Kaidi Peng, Qunming Wang, Yijie Tang, Xiaohua Tong, Peter M Atkinson

IEEE Transactions on Geoscience and Remote Sensing 2021

[Paper]

Geographically weighted spatial unmixing for spatiotemporal fusion

Kaidi Peng, Qunming Wang, Yijie Tang, Xiaohua Tong, Peter M Atkinson

IEEE Transactions on Geoscience and Remote Sensing 2021

[Paper]

Blocks-removed spatial unmixing for downscaling MODIS images

Qunming Wang, Kaidi Peng, Yijie Tang, Xiaohua Tong, Peter M Atkinson

Remote Sensing of Environment 2021

[Paper]

Blocks-removed spatial unmixing for downscaling MODIS images

Qunming Wang, Kaidi Peng, Yijie Tang, Xiaohua Tong, Peter M Atkinson

Remote Sensing of Environment 2021

[Paper]