Other Stuff
Publications, talks, and other things I've worked on.
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Geo4Good: From Farm to Fork - Mapping and Quantifying the First Mile of Tropical Soft Commodities
Agricultral facilities as the aggregator of value in tropical soft commodity supply chains, a look at foundational models for detecting them.
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Uni of Penn: The Tech Enabling Resilient Supply Chains
A lecture I gave on applications of Earth Observation in the private sector in agriculture, along with an introduction to cloud native formats and distributed computing.
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SatSummit Lisbon: Land monitoring for Nature and Climate
A look at an insetting project being run in Mulanje, Malawi, discussing Epoch's tech for land monitoring.
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UK Fields
The ukfields dataset is a publicly accessible Earth Engine asset of automatically delineated field boundaries spanning England, Wales, Scotland, and Northern Ireland. Samuel Bancroft did the majority of the work for this dataset, while I built a private process that mirrored it in parallel for my employer at the time.
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Geo4Good: Earth Engine Architecture Potluck
A set of lightning talks on Earth Engine applications and recommended architecture patterns.
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Robin Cole: Deep learning in Google Earth Engine
Discussion with Robin Cole about deep learning in Google Earth Engine.
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Paper: Modeling the filtration efficiency of a woven fabric: The role of multiple lengthscales
We use confocal microscopy + lattice Boltzmann simulations to model the filtration efficiency of a woven fabric, demonstrating poor filtration efficiency.