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
2. Extreme weather impact and mitigation
   1. Joint placement, sizing, and operation of solar panels and storage in residential settings (with Hetong Shen)
   2. Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
   3. Creating spatially-explicit maps of extreme weather impact on building occupants (with Andrea Domiter)

1. Environment and conservation
   1. Estimating forest structure parameters using UAV-based monocular vision (with Yihang She, David Coomes, and Andrew Blake)
   2. Studying the impact of wildfires on forest carbon stock (with Jovana Knezevic, David Coomes, and Adam Pellegrini)
   3. Quantifying carbon sequestration in regrowing forests in the Brazilian Atlantic (with Felipe Begliomini and David Coomes)
   4. Identifying old growth forests in the Carpathians (with Tom Ratsakatika and Emily Lines)
   5. Evaluating the effectiveness of policy mixes in reducing deforestation at the jurisdiction level (with Jakob Poffley and Rachael Garrett)
   6. Monitoring and remote sensing
2. Barlow Twin project (with Frank Feng, Madeleine Lisaius, Sadiq Jaffer, Clement Atzberger, David Coomes, and Anil Madhavapeddy)
   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. Improving Barlow-Twin representations derived from Sentinel 2 observations (with Frank Feng and Sadiq Jaffer)
   3. Using Barlow-Twin representations to study fungal biodiversity (with Robin Young and SPUN)
   4. Developing algorithms for trunk diameter estimation in complex environments using game engine-based training (with Frank Feng and Yihang She)

Completed work

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Last updated February 2025