Develop accessible tools for reproducible ecosystem modeling and forecasting
Climate change science has witnessed an explosion in the amount and types of data that can be brought to bear on the potential responses of the terrestrial carbon cycle and biodiversity to global change. Many of the most pressing questions about global change are limited by our ability to synthesize existing data. Predictive Ecosystem Analyzer (PEcAn) project specifically seeks to improve this ability. Ultimately, PEcAn aims to make ecosystem modelling and data assimilation routine tools for answering scientific questions and informing policy and management.
How does PEcAn do that?
PEcAn consists of 1) state-of-the-art ecosystem models that themselves are scaffolds for integrating multiple data sources and theory, 2) a workflow management system to handle the numerous streams of data, and 3) a data assimilation statistical framework in order to synthesize the data with the model. PEcAn automates analyses aimed at understanding and forecasting ecosystem responses through these models.
Transparency, repeatability, accessibility
PEcAn's scientific workflow management fully captures the informatics of where the model inputs came from, how they were processed, how sets of model runs were completed, and how the model output was post-processed and visualized for maximizing transparency and repeatability. PEcAn's intuitive web-based interface allows non-modelers or novices to use models and techniques developed by experts.
High functionality and performance
In addition to making the PEcAn source code open source, the system is also available as a fully functional virtual machine that runs on a wide range of operating systems. The system can also interact with remote high-performance computing environments, allowing model runs to be done in parallel on remote clusters.
PEcAn Project 2021 Projects
Adding ICOS and GEDI data streams to PEcAnIn PEcAn, there are data processing pipelines that prepare data as model drivers, as well as constraints. Flux tower networks are one of the most...
PEcAn in CRANCurrently, PEcAn is not available in CRAN, this makes it harder to install on systems since it requires the user to download all code first and...
Testing DashboardThe Testing Dashboard project aims to develop an easy-to-read dashboard with features like a status board to check which inputs are working and which...
Website UpdatesThe project aims at creating and deploying a user friendly, interactive and accessible website for PEcAN Project. The following objectives will be...