PEcAn.settings - PEcAn Settings package

Contains functions to read PEcAn settings files.

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pecanworkflow-configurationbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationplants

10.24 score 236 stars 13 dependents 75 scripts

PEcAn.assim.batch - PEcAn Functions Used for Ecological Forecasts and Reanalysis

The Predictive Ecosystem Carbon Analyzer (PEcAn) is a scientific workflow management tool that is designed to simplify the management of model parameterization, execution, and analysis. The goal of PECAn is to streamline the interaction between data and models, and to improve the efficacy of scientific investigation.

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data-assimilationparameter-estimationbayesian-inferenceecological-modelingmodel-calibrationbayesiancyberinfrastructuredata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplantsjagscpp

10.22 score 236 stars 2 dependents 23 scripts

PEcAn.priors - PEcAn Functions Used to Estimate Priors from Data

Functions to estimate priors from data.

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bayesian-inferencestatistical-validationbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplantsjagscpp

10.11 score 236 stars 6 dependents 12 scripts

PEcAn.remote - PEcAn Model Execution Utilities

This package contains utilities for communicating with and executing code on local and remote hosts. In particular, it has PEcAn-specific utilities for starting ecosystem model runs.

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pecandistributed-computingbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationplants

9.87 score 236 stars 32 dependents 13 scripts

PEcAnRTM - PEcAn Functions Used for Radiative Transfer Modeling

Functions for performing forward runs and inversions of radiative transfer models (RTMs). Inversions can be performed using maximum likelihood, or more complex hierarchical Bayesian methods. Underlying numerical analyses are optimized for speed using Fortran code.

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radiative-transfer-modelingbayesian-inversionpecanbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationplantsjagscpp

9.85 score 236 stars 120 scripts

PEcAn.allometry - PEcAn Allometry Functions

Synthesize allometric equations or fit allometries to data.

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allometrybiomassplant-traitsbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

9.33 score 236 stars 36 scripts

PEcAn.qaqc - QAQC

PEcAn integration and model skill testing

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pecanquality-controldata-cleaningbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationplants

9.25 score 236 stars 5 scripts

PEcAn.all - PEcAn Functions Used for Ecological Forecasts and Reanalysis

The Predictive Ecosystem Carbon Analyzer (PEcAn) is a scientific workflow management tool that is designed to simplify the management of model parameterization, execution, and analysis. The goal of PEcAn is to streamline the interaction between data and models, and to improve the efficacy of scientific investigation.

Last updated

pecanmodel-validationmodel-evaluationmodel-comparisonreproducibilitybayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationplantsjagscpp

9.24 score 236 stars 295 scripts

PEcAn.BIOCRO - PEcAn Package for Integration of the BioCro Model

This module provides functions to link BioCro to PEcAn.

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bayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

9.15 score 236 stars 24 scripts

PEcAn.MAAT - PEcAn Package for Integration of the MAAT Model

This module provides functions to wrap the MAAT model into the PEcAn workflows.

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maatecosystem-modelingbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

9.12 score 236 stars 11 scripts

PEcAn.emulator - Gausian Process Emulator

Implementation of a Gaussian Process model (both likelihood and bayesian approaches) for kriging and model emulation. Includes functions for sampling design and prediction.

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emulatorgaussian-processbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

9.03 score 236 stars 6 dependents 1 scripts

PEcAn.data.remote - PEcAn Functions Used for Extracting Remote Sensing Data

PEcAn module for processing remote data. Python module requirements: requests, json, re, ast, panads, sys. If any of these modules are missing, install using pip install <module name>.

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remote-sensingmodislandsatearth-observationbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

8.95 score 236 stars 5 dependents 6 scripts

PEcAn.LINKAGES - PEcAn Package for Integration of the LINKAGES Model

This module provides functions to link the (LINKAGES) to PEcAn.

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linkagesecosystem-modelingbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

8.55 score 236 stars 59 scripts

PEcAnAssimSequential - PEcAn Functions Used for Ecological Forecasts and Reanalysis

The Predictive Ecosystem Carbon Analyzer (PEcAn) is a scientific workflow management tool that is designed to simplify the management of model parameterization, execution, and analysis. The goal of PECAn is to streamline the interaction between data and models, and to improve the efficacy of scientific investigation.

Last updated

state-data-assimilationensemble-kalman-filterparticle-filterecological-forecastingforecast-verificationbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplantsjagscpp

8.45 score 236 stars 47 scripts

PEcAn.DALEC - PEcAn Package for Integration of the DALEC Model

This module provides functions to link DALEC to PEcAn.

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dalececosystem-modelingbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

7.77 score 236 stars 7 scripts

PEcAn.LDNDC - PEcAn package for integration of the LDNDC model

This module provides functions to link the (LDNDC) to PEcAn.

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ldndcecosystem-modelingbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

7.77 score 236 stars

PEcAn.dvmdostem - PEcAn Package for Integration of the Dvmdostem Model

This module provides functions to link the dvmdostem model to PEcAn.

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dvmdostemecosystem-modelingbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

7.77 score 236 stars 3 scripts

PEcAn.GDAY - PEcAn Package for Integration of the GDAY Model

This module provides functions to link the GDAY model to PEcAn.

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gdayecosystem-modelingbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

7.77 score 236 stars 1 scripts

PEcAn.CABLE - PEcAn package for integration of the CABLE model

This module provides functions to link the (CABLE) to PEcAn.

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cableecosystem-modelingbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

7.77 score 236 stars

PEcAn.PEPRMT - PEcAn Package for Integration of the PEPRMT Model

This module provides functions to link PEPRMT to PEcAn.

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bayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

7.77 score 236 stars 1 scripts

PEcAn.LPJGUESS - PEcAn Package for Integration of the LPJ-GUESS Model

This module provides functions to link LPJ-GUESS to PEcAn.

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lpj-guessecosystem-modelingbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplantscpp

7.77 score 236 stars 1 scripts

PEcAn.data.mining - PEcAn Functions Used for Exploring Model Residuals and Structures

(Temporary description) PEcAn functions used for exploring model residuals and structures.

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bayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

7.77 score 236 stars 1 scripts

PEcAn.JULES - PEcAn Package for Integration of the JULES Model

This module provides functions to link the (JULES) to PEcAn.

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julesecosystem-modelingbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

7.77 score 236 stars

PEcAn.STICS - PEcAn Package for Integration of the STICS Model

This module provides functions to link the STICS to PEcAn.

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sticsecosystem-modelingbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

7.77 score 236 stars

PEcAn.BASGRA - PEcAn Package for Integration of the BASGRA Model

This module provides functions to link the BASGRA model to PEcAn.

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bayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplantsfortranglibc

7.77 score 236 stars 1 scripts

PEcAn.SIBCASA - PEcAn Package for Integration of the SiBCASA Model

This module provides functions to link (SiBCASA) to PEcAn. It is a work in progress and is not yet fully functional.

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sibcasaecosystem-modelingbayesiancyberinfrastructuredata-assimilationdata-scienceecosystem-modelecosystem-scienceforecastingmeta-analysisnational-science-foundationpecanplants

7.77 score 236 stars

BioCro - BioCro Crop and Agroecosystem Simulator

Simulate C4 crops and coppice trees.

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5.68 score 48 stars 125 scripts 378 downloads