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magclass - Data Class and Tools for Handling Spatial-Temporal Data

Data class for increased interoperability working with spatial-temporal data together with corresponding functions and methods (conversions, basic calculations and basic data manipulation). The class distinguishes between spatial, temporal and other dimensions to facilitate the development and interoperability of tools build for it. Additional features are name-based addressing of data and internal consistency checks (e.g. checking for the right data order in calculations).

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data-structuresspatial-temporal

11.51 score 5 stars 58 dependents 602 scripts 819 downloads

madrat - May All Data be Reproducible and Transparent (MADRaT) *

Provides a framework which should improve reproducibility and transparency in data processing. It provides functionality such as automatic meta data creation and management, rudimentary quality management, data caching, work-flow management and data aggregation. * The title is a wish not a promise. By no means we expect this package to deliver everything what is needed to achieve full reproducibility and transparency, but we believe that it supports efforts in this direction.

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data-processingpipelinereproducibility

11.38 score 18 stars 38 dependents 126 scripts 481 downloads

gms - 'GAMS' Modularization Support Package

A collection of tools to create, use and maintain modularized model code written in the modeling language 'GAMS' (<https://www.gams.com/>). Out-of-the-box 'GAMS' does not come with support for modularized model code. This package provides the tools necessary to convert a standard 'GAMS' model to a modularized one by introducing a modularized code structure together with a naming convention which emulates local environments. In addition, this package provides tools to monitor the compliance of the model code with modular coding guidelines.

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compilergamsmodules

8.51 score 1 stars 41 dependents 461 scripts 271 downloads

magpie4 - MAgPIE outputs R package for MAgPIE version 4.x

Common output routines for extracting results from the MAgPIE framework (versions 4.x).

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8.20 score 2 stars 20 dependents 315 scripts

quitte - Bits and pieces of code to use with quitte-style data frames

A collection of functions for easily dealing with quitte-style data frames, doing multi-model comparisons and plots.

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8.12 score 39 dependents 215 scripts

mip - Comparison of multi-model runs

Package contains generic functions to produce comparison plots of multi-model runs.

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7.93 score 1 stars 33 dependents 69 scripts

ggsankey - Sankey, Alluvial and Sankey Bump Plots

A package that makes it easy to implement sankey, alluvial and sankey bump plots in ggplot2.

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7.86 score 336 stars 3 dependents 1.2k scripts

GDPuc - Easily Convert GDP Data

Convert GDP time series data from one unit to another. All common GDP units are included, i.e. current and constant local currency units, US$ via market exchange rates and international dollars via purchasing power parities.

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7.78 score 1 stars 30 dependents 28 scripts 457 downloads

remind2 - The REMIND R package (2nd generation)

Contains the REMIND-specific routines for data and model output manipulation.

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7.59 score 169 scripts

lpjmlkit - Toolkit for Basic LPJmL Handling

A collection of basic functions to facilitate the work with the Dynamic Global Vegetation Model (DGVM) Lund-Potsdam-Jena managed Land (LPJmL) hosted at the Potsdam Institute for Climate Impact Research (PIK). It provides functions for performing LPJmL simulations, as well as reading, processing and writing model-related data such as inputs and outputs or configuration files.

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7.58 score 10 stars 16 dependents 32 scripts 2 downloads

edgeTransport - Prepare EDGE Transport Data for the REMIND model

EDGE-T is a fork of the GCAM transport module https://jgcri.github.io/gcam-doc/energy.html#transportation with a high level of detail in its representation of technological and modal options. It is a partial equilibrium model with a nested multinomial logit structure and relies on the modified logit formulation. Most of the sources are not publicly available. PIK-internal users can find the sources in the distributed file system in the folder `/p/projects/rd3mod/inputdata/sources/EDGE-Transport-Standalone`.

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7.32 score 6 stars 4 dependents 24 scripts

lucode2 - Code Manipulation and Analysis Tools

A collection of tools which allow to manipulate and analyze code.

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6.85 score 4 dependents 465 scripts

magpiesets - MAgPIE sets for R

A library containing MAgPIE sets and other support functions.

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6.82 score 26 dependents 38 scripts

mrcommons - MadRat commons Input Data Library

Provides useful functions and a common structure to all the input data required to run models like MAgPIE and REMIND of model input data.

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6.78 score 1 stars 14 dependents 22 scripts

mrdownscale - Downscale and harmonize land use data

Downscale and harmonize land use data (e.g. MAgPIE or WITCH) using high resolution reference data (e.g. LUH2v2h or LUH3).

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6.56 score 16 dependents 5 scripts

piamInterfaces - Project specific interfaces to REMIND / MAgPIE

Project specific interfaces to REMIND / MAgPIE.

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6.35 score 3 dependents 89 scripts

piamValidation - Validation Tools for PIK-PIAM

The piamValidation package provides validation tools for the Potsdam Integrated Assessment Modelling environment.

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6.07 score 5 stars 31 scripts

mrremind - MadRat REMIND Input Data Package

The mrremind packages contains data preprocessing for the REMIND model.

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6.06 score 5 stars 19 scripts

mrwater - madrat based MAgPIE water Input Data Library

Provides functions for MAgPIE cellular input data generation and stand-alone water calculations.

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6.00 score 3 dependents 4 scripts

luscale - PIK Landuse Group Data Scaling Tools

A collection of tools which allow to aggregate and disaggregate data in various ways.

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5.98 score 2 stars 21 dependents 63 scripts

luplot - Landuse Plot Library

Some useful functions to plot data such as a map plot function for MAgPIE objects.

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5.89 score 21 dependents 113 scripts

mrland - MadRaT land data package

The package provides land related data via the madrat framework.

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5.65 score 4 dependents 4 scripts

mrdrivers - Create GDP and Population Scenarios

Create GDP and population scenarios This package constructs the GDP and population scenarios used as drivers in both the REMIND and MAgPIE models.

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5.62 score 2 stars 20 dependents 6 scripts

goxygen - In-Code Documentation for 'GAMS'

A collection of tools which extract a model documentation from GAMS code and comments. In order to use the package you need to install pandoc first (see pandoc.org).

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5.59 score 7 stars 5 scripts 307 downloads

citation - Software Citation Tools

A collection of functions to extract citation information from 'R' packages and to deal with files in 'citation file format' (<https://citation-file-format.github.io/>), extending the functionality already provided by the citation() function in the 'utils' package.

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5.45 score 2 stars 6 dependents 13 scripts 376 downloads

lusweave - Sweave/Knitr Utilities

Set of tools which simplify the usage of SWeave/Knitr in R and allow to easily create PDF files from within R.

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5.44 score 34 dependents 89 scripts

mrlandcore - Fundamental MAgPIE preprocessing functions including calcLanduseInitialisation

Fundamental MAgPIE preprocessing functions including calcLanduseInitialisation.

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5.31 score 1 stars 15 dependents 1 scripts

mrfaocore - madrat-based package providing core FAO-related preprocessing functions

This madrat-based package provides core FAO-related preprocessing functions.

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5.27 score 16 dependents

gdx - Interface package for GDX files in R

A wrapper package for the gdxrrw extending its functionality and allowing to read and write GDX files directly in R.

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5.12 score 2 stars 10 dependents 147 scripts

gdx2 - Interface package for GDX files in R

A wrapper package for the gamstransfer package extending its functionality and allowing to read GDX files directly in R. It is emulating the basic features of the readGDX function in the gdx package but now based on gamstransfer instead of gdxrrw which served as a basis for gdx.

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5.07 score 22 dependents 59 scripts

mstools - Tool functions that can be used by several madrat-dependent or magpie4 output functions

Tool functions that can be used by several madrat-dependent or magpie4 output functions.

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4.98 score 23 dependents 11 scripts

mrmagpie - madrat based MAgPIE Input Data Library

Provides functions for MAgPIE country and cellular input data generation.

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4.98 score 2 dependents

mrindustry - input data generation for the REMIND industry module

The mrindustry packages contains data preprocessing for the REMIND model.

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4.94 score 1 dependents

gdxrrw - An Interface Between 'GAMS' and R

A data interface between 'GAMS' and R. The 'GAMS' (General Algebraic Modeling System) software includes a data specification called 'GDX' that is the preferred way to store and exchange 'GAMS' data. This package includes several functions to transfer data between 'GDX' and R, and some related utility functions.

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4.93 score 12 dependents 156 scripts

modelstats - Run Analysis Tools

A collection of tools to analyze model runs.

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4.91 score 1 stars 1 scripts

piamPlotComparison - Create comparison plots for your model results

A frameworks to create comparison plots for your model results.

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4.91 score 9 dependents 15 scripts

mrtransport - Input data generation for the EDGE-Transport model

The mrtransport package contains data preprocessing for the EDGE-Transport model.

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4.78 score 5 dependents 3 scripts

mrvalidation - madrat data preparation for validation purposes

Package contains routines to prepare data for validation exercises.

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4.74 score 1 dependents 13 scripts

piamutils - Utilities for the piam-verse

This package contains utilities and helpers needed in various piam libraries.

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4.68 score 35 dependents 46 scripts

reporttransport - Reporting package for edgeTransport

This package contains edgeTransport-specific routines to report model results. The main functionality is to generate transport reporting variables in MIF format from a given edgeTransport model run folder or REMIND input data.

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4.61 score 5 dependents 12 scripts

lpjmlstats - Statistical tools for LPJmL data analysis

This package provides statistical tools for LPJmL data analysis to be used for benchmarking LPJmL outputs.

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4.38 score 5 scripts

mrfactors - MADRaT based package on factor inputs

This package provides functions for MAgPIE input data on factor inputs to agricultural production (with a focus on capital and labor).

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4.38 score 5 dependents 1 scripts

shinyresults - A collection of shiny apps and modules to visualize/handle model results

A collection of shiny apps and modules to explore and visualize time series of modelling results.

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4.38 score 2 stars 1 scripts

lpjclass - LPJ Class Functions

Package containing the LPJ-Object-Class together with relevant functions and methods.

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4.28 score 16 dependents

trafficlight - traffic light - Tools for data validation

The package contains tools for data validation and aggregation of validation results.

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4.18 score 34 dependents

SPARQL - SPARQL client

Use SPARQL to pose SELECT or UPDATE queries to an end-point.

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4.11 score 1 stars 1 dependents 427 scripts 20 downloads

mrcommonsenergy - Preprocessing functions for REMIND and other energy models (no landuse data)

Preprocessing functions for REMIND and other energy models (buildings, transport, industry) not using landuse data.

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4.11 score 17 dependents

boundaries - Planetary Boundary Status based on LPJmL simulations

A systematic approach to quantify the status of the terrestrial planetary boundaries based on the Dynamic Global Vegetation Model (DGVM) Lund-Potsdam-Jena managed Land (LPJmL) hosted at the Potsdam Institute for Climate Impact Research (PIK). The supported planetary boundaries are "biosphere integrity", "land-system change", "bluewater", "greenwater" and "nitrogen flows".

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dgvmlpjmlplanetary-boundaries

3.95 score 9 stars 10 scripts

limes - The liMES R package

Contains the LIMES-specific routines for data and model output manipulation.

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3.88 score 1 stars 5 scripts

mredgebuildings - Prepare data to be used by the EDGE-Buildings model

Prepare data to be used by the EDGE-Buildings model.

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3.85 score

brick - Building sector model with heterogeneous renovation and construction of the stock

This building stock model represents residential and commercial buildings at customisable regional and temporal resolution. The building stock is quantified in floor area and distinguished by building type (SFH/MFH) and location (rural/urban). In each building category, construction cohorts are tracked explicitly. This allows to characterise buildings specifically for each subset of buildings. The evolution of the building stock follows from the flows of constructed, renovated and demolished buildings and is optimised under cost minimisation with a benefit for heterogeneity in the choice of construction and renovation alternatives. This benefit captures heterogeneity in the preferences of the agents and the building structure.

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3.78 score 1 dependents 5 scripts

mrfable - FABLE project data

Tool for easy downloading, cleaning, and sorting foodcrop Data downloaded from UPAg - Unified Portal for Agricultural Statistics by Department of Agriculture & Farmers Welfare.

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3.78 score 2 stars 4 scripts

piamModelTests - piamModelTests Tools

A collection of R tools provided by the Integrated Assessment Modeling Consortium (IAMC) for data analysis and diagnostics.

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3.78 score 1 scripts

remulator - R emulator

A collection of R tools for fitting model results.

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3.74 score 11 scripts

reportbrick - Reporting package for BRICK

This package contains BRICK-specific routines to report model results. The main functionality is to generate a mif-file from a given BRICK model run folder.

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3.62 score 2 dependents

mrsoil - MadRat Soil Organic Carbon Budget Library

This packages provides functions for soil organic carbon budget for mineral soils using the steady-state method (Tier 2) of the 2019 Refinement to the 2006 IPP Guidelines for National Greenhouse Gas Inventories.

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3.56 score 4 stars 3 dependents

m4fsdp - MAgPIE outputs R package for MAgPIE version 4.x to create outputs for FSDP project

Output routines for extracting results from the MAgPIE framework (versions 4.x) for the FSDP project.

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3.18 score 8 scripts

mrfeed - MadRat feed data package

Provides feed related data.

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3.08 score

rmndt - Tools for data.table objects in the REMIND context

Helper functions for REMIND-related tasks with data.table objects, e.g., interpolation and (dis-)aggregation.

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3.02 score 7 dependents 8 scripts

biospheremetrics - Biosphere integrity metrics for LPJmL

Functions to compute Biosphere integrity metrics BioCol and EcoRisk based on output from LPJmL.

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3.00 score 2 stars 3 scripts

mrorganic - Provide soil organic carbon and biomass data

mrorganic supports downloading and preparing soil organic carbon and biomass data for further scientific work.

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3.00 score 1 scripts

r2databus - An R interface for the DBpedia Databus

Provides tools for uploading, downloading, and annotating data to the DBpedia Databus.

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3.00 score

mrenergy - Preprocessing functions for REMIND and other energy models using landuse data

Preprocessing functions for REMIND and other energy models (buildings, transport, industry) using landuse data.

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2.95 score 3 dependents

piamenv - Package environment support for PIAM

Enables easier management of package environments, based on renv and conda.

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2.90 score 7 scripts

rOpenscmRunner - Run different simple climate models from R using a unified interface

Using openscm-runner, you can run different simple climate models using a unified API. It supports emissions-driven runs only. rOpenscmRunner is a wrapper to easily use openscm-runner from R.

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2.70 score 1 stars

regressionworlddata - Regression analysis based on global datasets

Model estimates parameters of model functions.

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2.48 score

mrwaterplots - plotting library for mrwater outputs

The mrwaterplots package plots outputs from mrwater library.

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2.30 score

mrtutorial - Tutorial Package For Madrat Package Library

Example package of mr- world libraries, in conjunction with MAgPIE MADRat tutorial. For more information please see: https://github.com/magpiemodel/tutorials/tree/master/madrat .

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2.30 score 4 scripts

HARr - HAR (GEMPACK) file read/write utility

This package reads/writes HAR files (and SL4 files) directly using basic R functions

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2.18 score 3 scripts 232 downloads

climbed - Climate Data Integration for Modeling Building Energy Demand

Prepare climate data to be used by building energy demand models.

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2.18 score 1 dependents 2 scripts

mrvalidnitrogen - madrat data preparation for validation purposes of nitrogen budgets

Package contains routines to prepare data for validation exercises.

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2.18 score 1 scripts

remindClimateAssessment - REMIND integration of IIASA's `climate-assessment` package

The REMIND integration of IIASA's `climate-assessment` provides a standardized interface to simple climate models such as MAGICC7.

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2.00 score 7 scripts

mrwaste - Analysis and Projection of Municipal Solid Waste

Reads in waste data from What a Waste 2.0 and uses brms package to create future regressions based on GDP.

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2.00 score

mrfish - madrat data preparation for data connected to fish

Package contains routines to prepare data for validation exercises.

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2.00 score 1 scripts

blackmagicc - MAgPIE-MAGICC Integration

Enables MAgPIE runs to project global surface area temperatures with MAGICC, using reference REMIND scenarios to represent emissions from the energy sector.

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1.70 score 1 stars 4 scripts

MagpieNCGains - Easy conversion MAgPIE nc to GAINS mapping

Converts NC generated from MAgPIE outputs to GAINS mapping.

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1.70 score 4 scripts