Difference between revisions of "Working on"

 
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=What I'm working on=
 
=What I'm working on=
  
This page is my attempt to keep track of all the things I'm working on...
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This page is my (not always current) attempt to keep track of all the things I'm working on...
  
==Energy systems==
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#'''[https://svr-sk818-web.cl.cam.ac.uk/tessera/index.php/Main_Page TESSERA] Foundation Model project'''
===Trasmission grid===
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#*Improving Barlow-Twin representation quality (with Frank Feng and Sadiq Jaffer)
* Studying the impact of climate change on the transmission grid (with Petr Dolezal and Emily Shuckburgh)
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#*Change detection (with Jovana Knezevic and David Coomes)
** * P. Dolezal, S.Keshav, and E. Shuckburgh, [https://doi.org/10.5194/egusphere-egu23-17356 Using expired weather forecasts to supply up to 10 000 years of weather data], '' European Geophysical Union '' General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-17356.
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#*Estimating the impact of small field size on crop representations (with Madeleine Lisaius, Clement Atzberger (dClimate Labs) and Andrew Blake (Mantle Labs))
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#*Using Barlow-Twin representations to study fungal biodiversity (with Robin Young and [https://spun.earth SPUN])
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#'''Environment and conservation'''
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#*Estimating forest structure using UAV-based monocular vision (with Yihang She, David Coomes, and Andrew Blake)
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#*Quantifying carbon sequestration in regrowing forests in the Brazilian Atlantic (with Felipe Begliomini and David Coomes)
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#*Identifying old growth forests in the Carpathians (with Tom Ratsakatika and Emily Lines)
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#*Evaluating the effectiveness of policy mixes in reducing deforestation at the jurisdiction  level (with Jakob Poffley and Rachael Garrett)
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#'''Extreme weather impact and mitigation'''
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#*Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
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#*Creating spatially-explicit maps of extreme weather impact on building occupants (with Andrea Domiter)
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#'''Energy systems'''
  
===Solar,EV, and storage sizing and operation===
 
  
==Environment and conservation==
 
* Estimating the carbon impact of tropical forest degradation (With Amelia Holcomb and David Coomes)
 
* Making forest plot measurements faster (with Amelia Holcomb and Sofia Stefanovic and Miranda Xie)
 
* Identifying land use from remote sensing (with Madeline Lisaius, Clement Atzberger, and Andrew Blake)
 
* Exploring the relationship between forest degradation and human development (with Johanna De La Cruz-Rothenfusser and Rachel Garret)
 
* Inverting radiative transfer models to extract biogeophysical variables from spectra (with Yihang She, Clement Atzberger, and Andrew Blake)
 
 
==Misc.==
 
 
* Designing an index to measure researcher influence and also identify potential research fraud (with Ankai Jie)
 
  
 
[[Completed work]]
 
[[Completed work]]
  
 
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Last updated April 2022
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Last updated September 2025

Latest revision as of 09:26, 24 September 2025

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. TESSERA Foundation Model project
    • Improving Barlow-Twin representation quality (with Frank Feng and Sadiq Jaffer)
    • Change detection (with Jovana Knezevic and David Coomes)
    • Estimating the impact of small field size on crop representations (with Madeleine Lisaius, Clement Atzberger (dClimate Labs) and Andrew Blake (Mantle Labs))
    • Using Barlow-Twin representations to study fungal biodiversity (with Robin Young and SPUN)
  2. Environment and conservation
    • Estimating forest structure using UAV-based monocular vision (with Yihang She, David Coomes, and Andrew Blake)
    • Quantifying carbon sequestration in regrowing forests in the Brazilian Atlantic (with Felipe Begliomini and David Coomes)
    • Identifying old growth forests in the Carpathians (with Tom Ratsakatika and Emily Lines)
    • Evaluating the effectiveness of policy mixes in reducing deforestation at the jurisdiction level (with Jakob Poffley and Rachael Garrett)
  3. Extreme weather impact and mitigation
    • Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
    • Creating spatially-explicit maps of extreme weather impact on building occupants (with Andrea Domiter)
  4. Energy systems


Completed work


Last updated September 2025