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...

1. Energy systems
   1. Policy recommendations to exploit the synergy of residential PV, bi-directional TVs, and working from home (with Anais Berkes and David Reiner)
2. Extreme weather impact and mitigation
   1. Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
3. Environment and conservation
   1. Carbon estimation and credits
      1. Cambridge Centre for Carbon Credits
      2. Studying the impact of forest degradation on pan-tropical carbon stock and structure (with Amelia Holcombe and David Coomes)
      3. Estimating forest structure parameters using UAV-based monocular vision (with Yihang She, David Coomes, and Andrew Blake)
      4. Studying the impact of wildfires on forest carbon stock (with Jovana Knezevic, David Coomes, and Adam Pellegrini)
      5. Quantifying carbon sequestration in regrowing forests in the Brazilian Atlantic (with Felipe Begliomini and David Coomes)
      6. Ex-ante quantification of carbon credits from avoided deforestation (with E-Ping Rau, Tom Swinfield, and Abby Williams)
   2. Monitoring and remote sensing
      1. 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))
      2. Low-cost sensing of soil moisture (with Ju Wang (Northwest U., China))
      3. Developing algorithms for trunk diameter estimation in complex environments using game engine-based training (with Frank Feng and Yihang She)
   3. Barlow Twin Foundation Model project
      1. Improving Barlow-Twin representations derived from Sentinel 2 observations
      2. Creating a system for rapid creation of the foundation model

Completed work

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Last updated September 2024