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Keywords

Civil and Environmental Engineering, Water Resources Management, Artificial Intelligence, Computer Vision

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United States

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Employment (2)

Goddard Institute for Space Studies: New York, US

2024-01-02 to 2026-01-01 | Postdoctoral Research Scientist
Employment
Source: Self-asserted source
Seyed Mohammad Hassan Erfani

Columbia University: New York, US

2024-01-02 to 2026-01-01 | Postdoctoral Research Scientist (Center for Climate Systems Research )
Employment
Source: Self-asserted source
Seyed Mohammad Hassan Erfani

Works (7)

Harnessing Heterogeneous Sources of Data and Artificial Intelligence for Hydrologic Monitoring

2025-01-20 | Preprint
DOI: 10.5194/egusphere-egu24-4390
Contributors: Erfan Goharian; Seyed Mohammad Hassan Erfani; Mehdi Hatami Goloujeh
Source: check_circle
Crossref

The Geometry of Flow: Advancing Predictions of River Geometry With Multi‐Model Machine Learning

Water Resources Research
2024-10 | Journal article
DOI: 10.1029/2023WR036733
Contributors: Shuyu Y. Chang; Zahra Ghahremani; Laura Manuel; Seyed Mohammad Hassan Erfani; Chaopeng Shen; Sagy Cohen; Kimberly J. Van Meter; Jennifer L. Pierce; Ehab A. Meselhe; Erfan Goharian
Source: check_circle
Crossref

A large dataset of fluvial hydraulic and geometry attributes derived from USGS field measurement records

Environmental Modelling & Software
2024-09 | Journal article
DOI: 10.1016/j.envsoft.2024.106136
Contributors: Seyed Mohammad Hassan Erfani; Mahdi Erfani; Sagy Cohen; Austin R.J. Downey; Erfan Goharian
Source: check_circle
Crossref

Bankfull and Mean-flow Channel Geometry Estimation through a Hybrid Multi-Regression and Machine Learning Algorithms across the CONtiguous United States (CONUS)

2024-05-30 | Preprint
DOI: 10.22541/essoar.171707840.07129603/v1
Contributors: Reihaneh Zarrabi; Riley McDermott; Seyed Mohammad Hassan Erfani; Sagy Cohen
Source: check_circle
Crossref

Eye of Horus: a vision-based framework for real-time water level measurement

Hydrology and Earth System Sciences
2023-11-15 | Journal article
DOI: 10.5194/hess-27-4135-2023
Contributors: Seyed Mohammad Hassan Erfani; Corinne Smith; Zhenyao Wu; Elyas Asadi Shamsabadi; Farboud Khatami; Austin R. J. Downey; Jasim Imran; Erfan Goharian
Source: check_circle
Crossref
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Preferred source (of 3)‎

Vision-based texture and color analysis of waterbody images using computer vision and deep learning techniques

Journal of Hydroinformatics
2023-05-01 | Journal article
DOI: 10.2166/hydro.2023.146
Contributors: Seyed Mohammad Hassan Erfani; Erfan Goharian
Source: check_circle
Crossref

ATLANTIS: A benchmark for semantic segmentation of waterbody images

Environmental Modelling & Software
2022-03 | Journal article
DOI: 10.1016/j.envsoft.2022.105333
Contributors: Seyed Mohammad Hassan Erfani; Zhenyao Wu; Xinyi Wu; Song Wang; Erfan Goharian
Source: check_circle
Crossref

Peer review (6 reviews for 4 publications/grants)

Review activity for Journal of advances in modeling earth systems. (1)
Review activity for Journal of water resources planning and management. (1)
Review activity for Natural hazards review. (3)
Review activity for Water resources research. (1)
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