global-fossil-fuel-supply-chain
The global fossil fuel supply chain, mapped at the asset-level.
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About
:briefcase: SomethingNew :mortar_board: UniofOxford :microscope: Environment, Energy, & Sustainable Finance
Evidence-backed skills
Repositories
solar-pv-global-inventory
Repository for machine learning and remote sensing pipeline described in Kruitwagen, L., Story, K., Friedrich, J, et. al. (2019) , used to produce a global inventory of utility-scale solar photvoltaic generating stations.
deepsentinel
DeepSentinel: a sentinel-1 and -2 self-supervised sensor fusion model for general purpose semantic embedding
remote-sensing-solar-pv
Progress towards global asset localisation using remote sensing and computer vision, beginning with solar PV.
earth-embedding-sandbox
A little demo project to explore AlphaEarth embeddings.
flask-dash
A template repo to rapidly build and deploy web apps for data science projects. Built with Flask and Dash on a PostgreSQL database, complete with a user login.
deepsentinel-osm
A repository to generate land cover labels from OpenStreetMap
teaching_spatial_methods
A repo for materials relating to the teaching of spatial methods, MSc in SSEE 2021
solarpv-teamlabelling
A quick repo for collaboratively hand-labelling solar pv in remote sensing imagery
biblio_mapper
A pipeline for capturing citation data from publications and mapping cross-referencing
prism
Modelling UK energy supply by unmixing the dark side of the BMUnit.