Tianning Wu

ORCID: 0000-0002-9431-120X
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About
Contact & Profiles
Research Areas
  • Oceanographic and Atmospheric Processes
  • Microplastics and Plastic Pollution
  • Climate variability and models
  • Recycling and Waste Management Techniques
  • Meteorological Phenomena and Simulations
  • Marine and coastal ecosystems
  • Marine and environmental studies
  • Hydrocarbon exploration and reservoir analysis
  • Marine Biology and Environmental Chemistry
  • Hydrology and Sediment Transport Processes
  • Neural Networks and Applications
  • Atmospheric and Environmental Gas Dynamics
  • Hydrological Forecasting Using AI
  • Arctic and Antarctic ice dynamics
  • Ocean Waves and Remote Sensing
  • Tropical and Extratropical Cyclones Research
  • Hydrology and Watershed Management Studies
  • Methane Hydrates and Related Phenomena
  • Geophysics and Gravity Measurements
  • Coastal wetland ecosystem dynamics

North Carolina State University
2023-2024

East China Normal University
2017-2020

National Sun Yat-sen University
2005

Although atmospheric transport and deposition could be an important pathway of terrestrial pollutants to the ocean, little information concerning presence distribution these suspended microplastics in marine air is available. We investigated, for first time, occurrence (SAMPs) west Pacific Ocean. In this study, spatial distribution, morphological appearance, chemical composition were studied through continuous sampling during a cruise. SAMPs abundance ranged from 0 1.37 n/m3, median 0.01...

10.1021/acs.est.9b03427 article EN Environmental Science & Technology 2019-08-13

A new technique involving large-volume (10 m3) samples of seawater was used to determine the abundance microplastics (MPs) in water column West Pacific Ocean and East Indian Ocean. Compared conventional sampling methods based on smaller volumes water, data yielded values for deep-water that were at least 1–2 orders magnitude lower. The suggested limited bulk currently surface are insufficient obtain accurate estimates MP deep water. Size distribution indicated lateral movement MPs into...

10.1021/acs.est.0c02374 article EN Environmental Science & Technology 2020-09-23

Abstract Conventional wisdoms on river plume dynamics suggest that a down‐shelf buoyant coastal current will ultimately be trapped at specific depth, is, the trapping as constrained by riverine outflow and offshore bottom Ekman transport. Theoretically, prerequisite is necessary to form stable bottom‐trapped plume. In this study an alternative described carrying out modeling Zhe‐Min Coastal Current (ZMCC). Buoyant water from Changjiang River major factor driving ZMCC, common in plumes;...

10.1029/2018jc014105 article EN cc-by Journal of Geophysical Research Oceans 2018-10-18

Building on top of the success in AI-based atmospheric emulation, we propose an ocean emulation and downscaling framework focusing high-resolution regional over Gulf Mexico. Regional presents unique challenges owing to complex bathymetry lateral boundary conditions as well from fundamental biases deep learning-based frameworks, such instability hallucinations. In this paper, develop a autoregressively integrate ocean-surface variables Mexico at $8$ Km spatial resolution without unphysical...

10.48550/arxiv.2501.05058 preprint EN arXiv (Cornell University) 2025-01-09

Abstract Studies suggest a strong link between low‐frequency sea level variability in the South Atlantic Bight (SAB) and open ocean dynamics. However, mechanisms driving this connection remain unclear. By analyzing high‐resolution, three‐dimensional baroclinic reanalysis, we identify pathway that links dynamics to SAB coastal through shelf edge near Cape Hatteras. Gulf Stream meanders region induce fluctuations propagate along entire shelf. Using an idealized barotropic model, further...

10.1029/2024gl112776 article EN cc-by-nc-nd Geophysical Research Letters 2025-04-01

10.1016/j.csr.2004.12.016 article EN Continental Shelf Research 2005-03-24

While data-driven approaches demonstrate great potential in atmospheric modeling and weather forecasting, ocean poses distinct challenges due to complex bathymetry, land, vertical structure, flow non-linearity. This study introduces OceanNet, a principled neural operator-based digital twin for circulation. OceanNet uses Fourier operator predictor-evaluate-corrector integration scheme mitigate autoregressive error growth enhance stability over extended time scales. A spectral regularizer...

10.48550/arxiv.2310.00813 preprint EN cc-by arXiv (Cornell University) 2023-01-01

Abstract. Many meteorological and oceanographic processes throughout the eastern United States western Atlantic Ocean, such as storm tracks shelf water transport, are influenced by position warm sea surface temperature of Gulf Stream (GS)- region's boundary current. Due to highly nonlinear associated with GS, predicting its meanders frontal have been long-standing challenges within numerical modeling community. While weather climate communities begun turn data-driven machine learning...

10.5194/egusphere-2024-1238 preprint EN cc-by 2024-05-03

Methane hydrates on continental margins sequester substantial amounts of methane. Ocean warming often triggers hydrate dissociation, influencing global climate and marine ecosystems. Here we use ocean reanalysis to investigate bottom heatwaves affecting methane seeps at the Northwest Atlantic margin. These are driven by downward displacement subsurface isopycnals that brings anomalously warm water seafloor, which frequently lacked surface expressions. The isopycnal anomalies generated...

10.1038/s43247-024-01742-8 article EN cc-by-nc-nd Communications Earth & Environment 2024-10-09

Riverine export into the ocean contributes greatly to global microplastic (MP) contamination, yet little is known about dynamic variation of MP in water columns estuarine systems. To increase our understanding this process, we sampled during four seasons at ebb and flood tides saltwater intrusion node Yangtze River Estuary, covered dry wet seasons. According seasonal abundance MP, its vertical distribution, current velocity calculate full column net flux. Also, a tide-model microplastics...

10.2139/ssrn.3999040 article EN SSRN Electronic Journal 2022-01-01
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