Difference between revisions of "Working on"
 
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=What I'm working on=
 
=What I'm working on=
  
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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...
  
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==Energy systems==
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#Energy systems
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* Studying the impact of climate change on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
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## Policy recommendations to exploit the synergy of residential PV, bi-directional TVs, and working from home (with Anais Berkes and David Reiner)
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* Using expired weather forecasts to model future weather (with Petr Dolezal and Emily Shuckburgh)
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#Extreme weather impact and mitigation
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** * 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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##Studying the impact of extreme weather on the transmission grid (with Enming Liang and Minghua Chen (both CityU HK))
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* Studying how urban buildings can cope with extreme weather events (with Livia Capol, ETH)
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#Environment and conservation
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* Workload generation tool for EV arrivals and departures (with Anais Berkes)
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##Carbon estimation and credits
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* Joint optimal sizing and operation of PV, storage, and EVs (with Anais Berkes)
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###[https://4c.cst.cam.ac.uk Cambridge Centre for Carbon Credits]
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###Studying the impact of forest degradation on pan-tropical carbon stock and structure (with Amelia Holcombe and David Coomes)
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==Environment and conservation==
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###Estimating forest structure parameters using UAV-based monocular vision (with Yihang She, David Coomes, and Andrew Blake)
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* [https://4c.cst.cam.ac.uk Cambridge Centre for Carbon Credits]
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###Studying the impact of wildfires on forest carbon stock (with Jovana Knezevic, David Coomes, and Adam Pellegrini)
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* Tropical Moist Forest Avoided Deforestation Methodology (with Tom Swinfield, Patrick Ferris, Michael Dales, and Robin Message)
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###Quantifying carbon sequestration in regrowing forests in the Brazilian Atlantic (with Felipe Begliomini and David Coomes)
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* Studying the impact of forest degradation on carbon stock and structure (with Amelia Holcombe and David Coomes)
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###Ex-ante quantification of carbon credits from avoided deforestation (with E-Ping Rau, Tom Swinfield, and Abby Williams)
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* Game-theoretic analysis of the voluntary carbon market (with E-Ping Rau, David Coomes, and James Gross, KTH)
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##Monitoring and remote sensing
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* Making forest plot measurements faster using a mobile phone and SfM (with Amelia Holcomb, Frank Feng, and Miranda Xie)
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###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))
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* 3D forest structure determination using SfM and DNNs (with Yihang She, David Coomes, and Andrew Blake)
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###Low-cost sensing of soil moisture (with Ju Wang (Northwest U., China))
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* Studying the impact of wildfires on forest carbon stock (with Jovana Knezevic, David Coomes, and Andrew Pellegrini)
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###Developing algorithms for trunk diameter estimation in complex environments using game engine-based training (with Frank Feng and Yihang She)
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* Carbon sequestration in regrowing forests in the Brazilian Atlantic (with Felipe Begliomini and David Coomes)
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##Barlow Twin project (with Frank Feng, Madeleine Lisaius, Sadiq Jaffer, Clement Atzberger, David Coomes, and Anil Madhavapeddy)
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* Identifying land use from remote sensing using self-supervised learning (with Madeline Lisaius, Clement Atzberger, and Andrew Blake)
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###Improving Barlow-Twin representations derived from Sentinel 2 observations
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* Using CNNs and computer vision for low-cost and realtime insect biodiversity measurement (with Sachin Matthew, Matteo Redana and Lynn Dicks)
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###Creating a system for rapid creation of the model
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* Low-cost sensing of soil moisture (with Ju Wang (Northwest U., China and Omid Abari, UCLA)
 
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==Misc.==
 
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* Scaleable [https://svr-sk818-web.cl.cam.ac.uk/keshav/wiki/index.php/Solace:_Rapid_response_for_urban_heat_emergencies solutions] for dealing with extreme heatwaves in cities (with Jaideep Prabhu and Mervin Fernandes)
 
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* 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 October 2023
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Last updated September 2024

Latest revision as of 14:47, 15 November 2024

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 project (with Frank Feng, Madeleine Lisaius, Sadiq Jaffer, Clement Atzberger, David Coomes, and Anil Madhavapeddy)
      1. Improving Barlow-Twin representations derived from Sentinel 2 observations
      2. Creating a system for rapid creation of the model

Completed work

Last updated September 2024

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