Working on

What I'm working on

This page is my (not always current) attempt to keep track of all the things I'm working on...

Energy systems

• Policy recommendations to exploit the synergy of residential PV, bi-directional TVs, and working from home (with Anais Berkes and David Reiner)

Extreme weather impact and mitigation

• Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))

Environment and conservation

Carbon estimation and credits

• Cambridge Centre for Carbon Credits
• Studying the impact of forest degradation on pan-tropical carbon stock and structure (with Amelia Holcombe and David Coomes)
• 3D forest structure reconstruction using monocular vision and DNNs (with Yihang She, David Coomes, and Andrew Blake)
• Studying the impact of wildfires on forest carbon stock (with Jovana Knezevic, David Coomes, and Adam Pellegrini)
• Quantifying carbon sequestration in regrowing forests in the Brazilian Atlantic (with Felipe Begliomini and David Coomes)
• Ex-ante quantification of carbon credits from avoided deforestation (with E-Ping Rau, Tom Swinfield, and Abby Williams)

Monitoring and remote sensing

• Estimating the impact of small field size on Barlow Twin land use representations (with Madeleine Lisaius, Clement Atzberger (Mantle Labs) and Andrew Blake (Mantle Labs))
• Low-cost sensing of soil moisture (with Ju Wang (Northwest U., China)
• Developing algorithms for trunk diameter estimation in complex environments using game engine-based training (with Frank Feng and Yihang She)
• Monitoring wild boar and lynx population in the Carpathians (with Tom Ratsakatika and Ruben Iosif (carpathian.org))
• Developing a synthetic forest dataset for accelerating the training of AI algorithms for forest monitoring (with Frank Feng and Yihang She)

Completed work

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Last updated July 2024