Rafael Barbedo

  1. Community
About
Rafael is part of the Water Resources team as a Spatial Data Scientist, providing spatial data expertise for analysis, data managing and mapping across a range of projects. He is also part of the Data Stewardship Team, promoting best practice in data management and supporting the development of Data Management Plans covering a variety of different types of data.
Organisation
UKCEH - Water Resources
Role
Member (Staff)
Profile
https://www.linkedin.com/in/rafael-barbedo/

Method themes

Complex systems

Process and data model integration
Model coupling
Integrated process models
Systems thinking
Feedback loops
Emergent behaviour
Environmental modelling
Complexity

Data acquisition and infrastructure

Data visualisation
Virtual labs
Streaming data
Data storage and processing
Remote sensing
Environmental informatics
Environmental monitoring

Decision-making under Uncertainty

Influencing policy
Transparent evidense and open science
Trust
Communication of uncertainty
Uncertainty reasoning (incl. end-to-end uncertainties)
Underlying theories and representation (incl. Bayesian theories)
Decision-making
Uncertainty

Data Science Methods

Probabilistic modelling and optimisation
Deep learning
Machine learning core algorithms
Spatial statistics
Time series analysis/changepoint detection
Extreme value theory
General statistical theory and methods
Machine learning
Statistics