pecan
Data integration toolkit
Develops tools for reproducible ecosystem modeling and forecasting by integrating data from various sources using Bayesian data assimilation
The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.
203 stars
36 watching
235 forks
Language: R
last commit: 18 days ago
Linked from 1 awesome list
bayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplantsr
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
 kjhall01/xcast | A toolkit for climate forecasting and data analysis | 67 |
 weecology/portalcasting | Automates forecasting of ecological system changes over time using a comprehensive R-based modeling framework | 8 |
 geco-bern/rsofun | Tools for simulating ecosystem processes and model calibration in site-scale simulations. | 25 |
 albermax/innvestigate | A toolbox to help understand neural networks' predictions by providing different analysis methods and a common interface. | 1,265 |
 santandermetgroup/atlas | Provides tools and data for reproducible climate change research | 86 |
 globalbioticinteractions/globalbioticinteractions | A Java-based platform providing access to species interaction datasets, enabling researchers to analyze and answer questions about biodiversity and ecosystem relationships. | 125 |
 ghislainv/forestatrisk-tropics | This project models and forecasts tropical deforestation using spatial analysis and machine learning techniques | 29 |
 pik-copan/pyunicorn | An object-oriented Python package for analyzing complex networks and time series data | 198 |
 predictiveecology/landr | Tools and utilities for simulating forest ecosystem dynamics based on ecological models | 17 |
 earth-chris/elapid | Software package for species distribution modeling using geospatial data and machine learning algorithms | 54 |
 digitalearthafrica/deafrica-sandbox-notebooks | A repository providing a collection of notebooks and tools for analyzing satellite data from Digital Earth Africa using Open Data Cube and xarray. | 181 |
 ouranosinc/xscen | Analyzes climate change scenarios using climate datasets and tools. | 17 |
 andosa/treeinterpreter | Provides a way to decompose scikit-learn model predictions into bias and feature contribution components. | 744 |
 coralnet/coralnet | A website and toolset for image analysis and machine learning, providing resources and documentation. | 54 |
 kausaltech/kausal-paths | An application for predicting future emissions based on historical data and climate actions | 6 |