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chrimerss/README.md

Hi there 👋


Google Scholar Badge ResearchGate Badge HyDROS Badge LinkedIn Badge wechat badge twitter web Badge lib Badge Visitor Badge GitHub Badge stars Badge last update Badge Flood inundation simulations

I am currently a postdoctoral scholar at Stanford University ('23-'25). My research spans from remote sensing estimates of precipitation, to fundamental hydrology, to hydrologic modelling, and to flood inundation mapping, and to social perspectives of flood impacts. I am actively looking for collaborations in these areas 👯.

Publication


Not updated after 2022, a full list of publication is at my website

Li, Z., Gao, S., Chen, M. et al. The conterminous United States are projected to become more prone to flash floods in a high-end emissions scenario. Commun Earth Environ 3, 86 (2022). https://doi.org/10.1038/s43247-022-00409-6

Li, Z., Guoqiang Tang, Pierre Kirstetter, Shang Gao, J.L. Li, Yixin Wen, Yang Hong, 2022. Evaluation of GPM IMERG and its constellations in extreme events over the conterminous united states, Journal of Hydrology, 606, 127357. https://doi.org/10.1016/j.jhydrol.2021.127357

Li, Z., Chen, M., Gao, S., Luo, X., Gourley, J., Kirstetter, P., Yang, T., Kolar, R., McGovern, A., Wen, Y., Rao, B., Yami, T., Hong, Y., 2021. CREST-iMAP v1.0: A fully coupled hydrologic-hydraulic modeling framework dedicated to flood inundation mapping and prediction, Environmental Modelling and Software, 141, 105051.

Li, Z., Chen, M., Gao, S., Gourley, J. J., Yang, T., Shen, X., Kolar, R., and Hong, Y.: A multi-source 120-year U.S. flood database with a unified common format and public access, Earth Syst. Sci. Data Discuss. [preprint], https://doi.org/10.5194/essd-2021-36, in review, 2021.

Li, Z., Tang, G., Hong, Z., Chen, M., Gao, S., Kirstetter, P., Gourley, J.J., Wen, Y.,Yami, T., Nabih, S., Hong, Y., Two-decades of GPM IMERG Early and Final Run Products Intercomparison:Similarity and Difference in Climatology, Rates, and Extremes, Journal of Hydrology (2021). https://doi.org/10.1016/j.jhydrol.2021.125975

Li, Z., Wen, Y., Schreier, M., Behrangi, A., Hong, Y., & Lambrigtsen, B. (2020). Advancing satellite precipitation retrievals with data driven approaches: is black box model explainable?. Earth and Space Science, 7, e2020EA001423. https://doi.org/10.1029/2020EA001423

Li, Z.; Chen, M.; Gao, S.; Hong, Z.; Tang, G.; Wen, Y.; Gourley, J.J.; Hong, Y. 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. Remote Sens. 2020, 12, 1258. LINK

Sui, X.; Li, Z.; Ma, Z.; Xu, J.; Zhu, S.; Liu, H. Ground Validation and Error Sources Identification for GPM IMERG Product over the Southeast Coastal Regions of China. Remote Sens. 2020, 12, 4154.

Cai, S., Zhou, S., Wu, P., Li, Z., Deng, S., 2019. BIBLIOMETRIC ANALYSIS OF RESEARCH ON FISH METAL FROM 1997 TO 2016, FRESENIUS ENVIRONMENTAL BULLETIN

Conferences


AGU 2020 Fall meeting

Oral presentation - Two-decades of GPM IMERG Early and Final Run Products Intercomparison: Similarity and Difference in Climatology, Rates, Extremes and Hydrologic Utilities

Projects


Name Year repository
the Coupled Routing and Excess STorage - inundation MApping and Prediction 2021 (Ongoing) CREST-iMAP
Climate change impact on Flood inundation 2021 (Ongoing) inundation response
Precipitation ensemble nowcast 2020 (Ongoing) precipitation nowcast
Flood inundation mapping with SAR 2020 Flood inundation
Satellite precipitation retrievals with deep learning 2020 AMSU
Global analysis of 20-yrs GPM IMERG 2020 IMERG
Tripple Collocation 2020 TC method
Singapore radar 2019 NA
CCTV rainfall camera 2019 Rainfall Camera

Activities


Allen's github stats Top Langs

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  1. RemoteSensingandComputerVision RemoteSensingandComputerVision Public

    This contains personal reading list for remote sensing and applications of computer vision

    TeX 19 5

  2. TripleCollocation TripleCollocation Public

    post

    Jupyter Notebook 6 2

  3. RadarEnhancement RadarEnhancement Public

    This repo is for the second phase of radar project: Radar Enhancement

    Python 4 2

  4. HydrologicModels HydrologicModels Public

    hydrological models

    Fortran 3 1

  5. CourseMaterials CourseMaterials Public

    master course materials @ NUS & TUD & OU

    Jupyter Notebook 2 1

  6. AMSU-MRMS AMSU-MRMS Public

    deep learning for mapping AMSU passive microwave sounding to MRMS ground based radar QPE

    Jupyter Notebook 4