Publications

@article{nokey,

title = {Evaluation of IMERG climate trends over land in the TRMM and GPM eras},

author = {Siyu Zhu and Zhi Li and Mengye Chen and Yixin Wen and Zhong Liu and George Huffman and Theresa Tsoodle and Sebastian Ferraro and Yuzhou Wang and Yang Hong},

doi = {10.1088/1748-9326/ad984e},

year  = {2024},

date = {2024-12-05},

urldate = {2024-12-05},

journal = {Environmental Research Letters},

keywords = {Climate change, Precipitation, Remote Sensing},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {How has the latest IMERG V07 improved the precipitation estimates and hydrologic utility over CONUS against IMERG V06?},

author = {Siyu Zhu and Zhi Li and Mengye Chen and Yixin Wen and Shang Gao and Jiaqi Zhang and Jiao Wang and Yi Nan and Sebastian Ferraro and Theresa Tsoodle and Yang Hong



},

doi = {10.1016/j.jhydrol.2024.132257},

year  = {2024},

date = {2024-12-01},

urldate = {2024-12-01},

journal = {Journal of Hydrology},

volume = {645},

keywords = {Flood modeling, Precipitation, Remote Sensing},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Comparison of GPM IMERG Version 06 Final Run Products and Its Latest Version 07 Precipitation Products across Scales: Similarities, Differences and Improvements},

author = {Yaji Wang and Zhi Li and Lei Gao and Yong Zhong and Xinhua Peng},

doi = {10.3390/rs15235622},

year  = {2023},

date = {2023-12-04},

urldate = {2023-12-04},

journal = {Remote Sensing},

volume = {15},

issue = {23},

pages = {5622},

keywords = {Precipitation, Remote Sensing},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Cross-Examining Precipitation Products by Rain Gauge, Remote Sensing, and WRF Simulations over a South American Region across the Pacific Coast and Andes},

author = {Mengye Chen and Yongjie Huang and Zhi Li and Albert Johan Mamani Larico and Ming Xue and Yang Hong and Xiao-Ming Hu and Hector Mayol Novoa and Elinor Martin and Renee McPherson and Jiaqi Zhang and Shang Gao and Yixin Wen and Andres Vitaliano Perez and Isaac Yanqui Morales},

doi = {10.3390/atmos13101666},

year  = {2022},

date = {2022-10-16},

urldate = {2022-10-16},

journal = {Atmosphere},

volume = {13},

issue = {10},

pages = {1666},

note = {A comparison of precipitation products from satellite observation, WRF simulation, and insitu gauges over Andes },

keywords = {Precipitation, Remote Sensing},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Disentangling error structures of precipitation datasets using decision trees},

author = {Xinxin Sui and Zhi Li and Guoqiang Tang and Zong-Liang Yang and Dev Niyogi},

url = {https://www.sciencedirect.com/science/article/pii/S0034425722002978},

doi = {10.1016/j.rse.2022.113185},

year  = {2022},

date = {2022-10-01},

urldate = {2022-10-01},

journal = {Remote Sensing of Environment},

volume = {280},

pages = {113185},

note = {Interpret decision tree structures to infer spatiotemporal errors on satellite precipitation products.},

keywords = {Precipitation, Remote Sensing},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {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},

author = {Mengye Chen and Zhi Li and Shang Gao and Ming Xue and Jonathan Gourley and Randall Kolar and Yang Hong},

year  = {2022},

date = {2022-09-01},

urldate = {2022-09-01},

journal = {Journal of Hydrology},

volume = {612},

pages = {128168},

note = {Comparing different QPFs and their impact on flood inundation},

keywords = {Flood modeling, Floods, Precipitation},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Evaluation of GPM IMERG and its constellations in extreme events over the conterminous United States},

author = {Zhi Li and Guoqiang Tang and Pierre Kirstetter and Shang Gao and J-F Li and Yixin Wen and Yang Hong},

url = {https://doi.org/10.1016/j.jhydrol.2021.127357},

doi = {10.1016/j.jhydrol.2021.127357},

year  = {2022},

date = {2022-03-01},

urldate = {2022-03-01},

journal = {Journal of Hydrology},

volume = {606},

pages = {127357},

note = {Continental-scale evaluation of satellite precipitation utilities during extreme rainfall events},

keywords = {Precipitation, Remote Sensing},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Two-decades of GPM IMERG early and final run products intercomparison: Similarity and difference in climatology, rates, and extremes.},

author = {Zhi Li and Guoqiang Tang and Zhen Hong and Mengye Chen and Shang Gao and Pierre Kirstetter and Jonathan Gourley and Yixin Wen and Teshome Yami andd Soumaya Nabih and YangHong},

url = {https://doi.org/10.1016/j.jhydrol.2021.125975},

doi = {10.1016/j.jhydrol.2021.125975},

year  = {2021},

date = {2021-03-01},

urldate = {2021-03-01},

journal = {Journal of Hydrology},

volume = {594},

pages = {125975},

note = {Global evaluation of satellite precipitation product utilities and its applicability in real time weather forecast},

keywords = {Precipitation, Remote Sensing},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Ground Validation and Error Sources Identification for GPM IMERG Product over the Southeast Coastal Regions of China},

author = {Xinxin Sui and Zhi Li and Ziqiang Ma and Jintao Xu and Siyu Zhu and Hui Liu},

url = {https://doi.org/10.3390/rs12244154},

doi = {10.3390/rs12244154},

year  = {2020},

date = {2020-12-28},

urldate = {2020-12-28},

journal = {Remote Sensing},

volume = {12},

issue = {24},

pages = {4154},

note = {Satellite precipitation products error identification in coastal regions},

keywords = {Precipitation, Remote Sensing},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Advancing Satellite Precipitation Retrievals with Data Driven Approaches: Is black box model explainable?},

author = {Zhi Li and Yixin Wen and Mathias Schreier and Ali Behrangi and Yang Hong and Bjorn Lambrigtsen},

url = {https://doi.org/10.1029/2020EA001423},

doi = {10.1029/2020EA001423},

year  = {2020},

date = {2020-12-01},

urldate = {2020-12-01},

journal = {Earth and Space Science},

volume = {8},

pages = {e2020EA001423},

note = {One of the first machine learning interpretation used in satellite precipitation retrievals},

keywords = {Deep Learning, Precipitation, Remote Sensing},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Cross-Examination of Similarity, Difference and Deficiency of Gauge, Radar and Satellite Precipitation Measuring Uncertainties for Extreme Events Using Conventional Metrics and Multiplicative Triple Collocation},

author = {Zhi Li and Mengye Chen and Shang Gao and Zhen Hong and Guoqiang Tang and Yixin Wen and Jonathan Gourley and Yang Hong},

url = {https://doi.org/10.3390/rs12081258},

doi = {10.3390/rs12081258},

year  = {2020},

date = {2020-04-06},

urldate = {2020-04-06},

journal = {Remote Sensing},

volume = {12},

issue = {8},

pages = {1258},

note = {Investigate the uncertainties of precipitation products derived from three sources: satellite, weather radar, and in-situ gauges},

keywords = {Precipitation, Remote Sensing},

pubstate = {published},

tppubtype = {article}

}