Fanghua Xu
Biographic Data
| ID | 7997579 |
|---|---|
| NAME | Fanghua Xu |
| GIVEN NAMES | Fanghua |
| FAMILY NAME | Xu |
| SIGNATURE | XU F |
| AFFILIATIONS | Tsinghua University |
| ORCID | 0000-0003-4057-8387 |
| VERIFIED | Yes |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 3 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2023 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Advanced forecasts of global extreme marine heatwaves through a physics-guided data-driven approach
The unusually warm sea surface temperature events known as marine heatwaves (MHWs) have a profound impact on marine ecosystems. Accurate prediction of extreme MHWs has significant scientific and financial worth. However, existing methods still have certain limitations, especially in the most extreme MHWs. In this study, to address these issues, based on the physical nature of MHWs, we created a novel deep learning neural network that is capable o…
Warming of newly-subducted subtropical mode water in the North Pacific was suppressed from 1999 to 2017
Subtropical mode waters are important water masses influencing the regional and global climate. By tracing water masses from the mixed layer into the deeper ocean in late winter, we identified the newly-subducted North Pacific Subtropical Mode Water (NPSTMW) and therefore investigated its temperature changes. The temperature of newly-subducted NPSTMW showed significant warming during 1981–1999, but the warming was suppressed during 1999–2017. The…
Decreasing trend of tropical cyclone-induced ocean warming in recent decades
Tropical cyclones (TCs) can influence climate by pumping heat into the ocean, yet little is known about how the TC-induced ocean heat uptake (OHU) has changed in recent decades. Based on ocean reanalysis, we calculated OHU and found a significant decline of TC-induced OHU from 1982 to 2018. If all the ocean heat gain is balanced by poleward heat transport, approximately 15% of peak ocean heat transport would have been reduced during the study per…
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Decreasing trend of tropical cyclone-induced ocean warming in recent decades
Tropical cyclones (TCs) can influence climate by pumping heat into the ocean, yet little is known about how the TC-induced ocean heat uptake (OHU) has changed in recent decades. Based on ocean reanalysis, we calculated OHU and found a significant decline of TC-induced OHU from 1982 to 2018. If all the ocean heat gain is balanced by poleward heat transport, approximately 15% of peak ocean heat transport would have been reduced during the study per…
Warming of newly-subducted subtropical mode water in the North Pacific was suppressed from 1999 to 2017
Subtropical mode waters are important water masses influencing the regional and global climate. By tracing water masses from the mixed layer into the deeper ocean in late winter, we identified the newly-subducted North Pacific Subtropical Mode Water (NPSTMW) and therefore investigated its temperature changes. The temperature of newly-subducted NPSTMW showed significant warming during 1981–1999, but the warming was suppressed during 1999–2017. The…
Advanced forecasts of global extreme marine heatwaves through a physics-guided data-driven approach
The unusually warm sea surface temperature events known as marine heatwaves (MHWs) have a profound impact on marine ecosystems. Accurate prediction of extreme MHWs has significant scientific and financial worth. However, existing methods still have certain limitations, especially in the most extreme MHWs. In this study, to address these issues, based on the physical nature of MHWs, we created a novel deep learning neural network that is capable o…
Climatology (3 works) · Environmental Science (3 works) · Geology (3 works) · Climate variability and models (2 works) · Oceanography (2 works) · Subtropics (2 works) · Atmospheric sciences (1 work) · Biology (1 work) · Climate change (1 work) · Ecology (1 work)