Difference between revisions of "By area"
Line 4: Line 4:
  
 
=Earth Systems=
 
=Earth Systems=
 +
<div style="border: 1px solid #a2a9b1; background-color: #a8a9aa; padding: 10px; margin: 10px 0;">
 +
These papers develop computational methods to monitor and understand environmental change from space. My recent research has focused on creating better representations from remote sensing data—from developing temporal embeddings that capture surface dynamics (TESSERA) to addressing practical challenges like cloud corruption in time series. A major thread of my work involves using spaceborne lidar (GEDI) to quantify tropical forest disturbance and recovery, developing both the analytical frameworks and computational tools needed to assess forest health at scale. I'm also interested in bridging the gap between raw spectral data and actionable ecological insights, whether through end-to-end learning with physics-based models or multi-modal approaches for tracking restoration efforts in threatened ecosystems like the Atlantic Forest.
 +
</div>
 +
 
==Satellite Remote Sensing==
 
==Satellite Remote Sensing==
  

Revision as of 14:44, 13 October 2025

This page has papers by area in rough reverse chronological order. Here are papers in Chronological order and a wordcloud.

Earth Systems

These papers develop computational methods to monitor and understand environmental change from space. My recent research has focused on creating better representations from remote sensing data—from developing temporal embeddings that capture surface dynamics (TESSERA) to addressing practical challenges like cloud corruption in time series. A major thread of my work involves using spaceborne lidar (GEDI) to quantify tropical forest disturbance and recovery, developing both the analytical frameworks and computational tools needed to assess forest health at scale. I'm also interested in bridging the gap between raw spectral data and actionable ecological insights, whether through end-to-end learning with physics-based models or multi-modal approaches for tracking restoration efforts in threatened ecosystems like the Atlantic Forest.

Satellite Remote Sensing

  • A. Holcomb, P. Burns, S. Keshav, D.A. Coomes, "Quantifying the Impacts of Tropical Forest Disturbance Using Repeat GEDI Footprints", Proc. American Geophysical Union, December 2024.
  • F. Begliomini, D.A. Coomes, S. Keshav, P. Brancalion, "Using Multi-Modal Orbital Remote Sensing to Track Ecological Restoration in the Atlantic Forest", Proc. American Geophysical Union, December 2024.
  • S. Ghasemitaheri, A. Holcomb, L. Golab, and S. Keshav, On the Data Quality of Remotely Sensed Forest Maps, Proc. VLDB Workshops, April 2023.

UAV and Ground-based Forest Monitoring

Carbon Credits

Climate Science and Policy

Energy Systems

Solar PV and Battery Storage

  • J. Gschwind and S. Keshav, SolExplore: A Successive Refinement Approach for Sizing of PV and Storage Systems in EV-Enabled Homes, To appear, Proc. ACM BuildSys, November 2025.
  • Y. Ghiassi-Farrokhfal, S. Keshav, and C. Rosenberg, Firming Solar Power, Extended Abstract/Poster, Proc. ACM SIGMETRICS, June 2013.

Electric Vehicle Systems


Building and Datacenter Energy Management

  • Y. Aussat, A. Rosmanis, S. Keshav, A Power-Efficient Self-Calibrating Smart Lighting System, Energy and Buildings Journal version Author's preprint, January 2022.
  • R. Kalaimani, S. Keshav, and C. Rosenberg, "Multiple Time-scale Model Predictive Control for Thermal Comfort in Buildings," Poster in ACM e-Energy 2016.

Smart Grid and Demand Response

  • S. Alamdari, T. Biedl, T. M. Chan, E. Grant, K.R Jampani, S. Keshav, A. Lubiw and V. Pathak, Smart-grid Electricity Allocation via Strip Packing with Slicing, Proc. WADS 2013, August 2013.
  • S. Keshav and C. Rosenberg, On Load Elasticity, in IEEE Comsoc MMTC-E letter, #8, Vol. 7 Nov. 2012.

Computer Networking

Wireless Networks and Mobile Systems

Blockchain and Consensus

Network Architecture and Protocols

Data Center Networks

Opportunistic and Delay-Tolerant Networks

Peer-to-Peer Systems

Network Measurement and Performance

ATM and QoS

  • M. Grossglauser and S. Keshav, On CBR Service, Proc. IEEE INFOCOM '96, March 1996.

Security and Privacy

Multimedia and Video Systems

  • A.E. Kaplan and S. Keshav, Talking Heads Made Simple, Presented at the 1993 International Worshop on Facial Animation, Philadelphia, Pennsylvania, November 1993.

Network Tools and Development

Congestion Control and Flow Control

Miscellaneous

  • S. Keshav, Taking account, Editorial in ACM SIGCOMM Computer Communication Review, July 2009.
  • S. Keshav, The cost of text messaging, Testimony at the hearing on Cell Phone Text Messaging Rate Increases and the State of Competition in the Wireless Market held by the Senate Subcommittee on Antitrust, Competition Policy and Consumer Rights, June 16, 2009
  • S. Keshav, Bubbles, Editorial in ACM SIGCOMM Computer Communication Review, April 2009.
  • S. Keshav, An Engineering Approach to Computer Networking, Addison-Wesley, 1997.
Retrieved from "https://svr-sk818-web.cl.cam.ac.uk/keshav/wiki/index.php?title=By_area&oldid=1828"