Package: remulator 1.22.0

David Klein

remulator: R emulator

A collection of R tools for fitting model results.

Authors:David Klein [aut, cre]

remulator_1.22.0.tar.gz
remulator_1.22.0.zip(r-4.7)remulator_1.22.0.zip(r-4.6)remulator_1.22.0.zip(r-4.5)
remulator_1.22.0.tgz(r-4.6-any)remulator_1.22.0.tgz(r-4.5-any)
remulator_1.22.0.tar.gz(r-4.7-any)remulator_1.22.0.tar.gz(r-4.6-any)
remulator_1.22.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
remulator/json (API)

# Install 'remulator' in R:

install.packages('remulator', repos = c('https://pik-piam.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/pik-piam/remulator/issues

Datasets:

emudata - Emudata

On CRAN:

4.22 score 1 packages 11 scripts 7 exports 152 dependencies

Last updated from:43f6734ee2. Checks:9 OK. Indexed: yes.

Target	Result	Time	Files	Syslog
linux-devel-x86_64	OK	258
source / vignettes	OK	239
linux-release-x86_64	OK	221
macos-release-arm64	OK	177
macos-oldrel-arm64	OK	199
windows-devel	OK	171
windows-release	OK	148
windows-oldrel	OK	161
wasm-release	OK	217

Exports:calc_supplycurve emulator emulator_runs_complete fill_missing_years plot_compare_supplycurves read_and_combine replace_flat_fits

Dependencies:abind askpass backports base64enc bit bit64 bslib cachem callr cellranger checkmate cli clipr cluster collections colorspace commonmark countrycode cpp11 crayon crosstalk curl data.table desc digest dotCall64 dplyr evaluate farver fastmap fields filelock fontawesome forcats foreign Formula fs gamstransfer GDPuc gdx2 generics geometry ggplot2 glue gms gridExtra gtable highr Hmisc hms htmlTable htmltools htmlwidgets httpuv httr igraph isoband jquerylib jsonlite KernSmooth knitr labeling later lattice lazyeval lifecycle linprog lpSolve lubridate luplot luscale lusweave madrat magclass magic magpie4 magpiesets magrittr maps MASS Matrix memoise mime mip mstools nnet nonparaeff openssl otel piamutils pillar pkgbuild pkgconfig pkgload plotly plyr prettyunits processx progress promises ps purrr qualV quitte R.methodsS3 R.oo R.utils R6 rappdirs raster RColorBrewer Rcpp RcppProgress readr readxl rematch renv reshape2 rlang rmarkdown rpart rprojroot rstudioapi rworldmap S7 sass scales shiny sourcetools sp spam stringi stringr sys terra tibble tidyr tidyselect timechange tinytex trafficlight tzdb utf8 vctrs viridisLite vroom withr writexl xfun xtable yaml zoo

How to produce bioenergy supply price curves for REMIND 3.0 using MAgPIE 5.0 (MAgPIE Emulator)

Introduction | The method | Main steps | 1. Perform MAgPIE runs | 1.1 Start emulator runs | 1.2 Calculate bioenergy supply curves | 1.3 Correct emulators if necessary (replace flat fits) | 2. Add to REMIND input data | 2.1 Via mrremind | 2.2 Adding manually | Replace NAs with artificial fits | Use the file in REMIND as base

Rendered frommagpie_emulator_for_remind.Rmdusingknitr::rmarkdown

Last update: 2022-01-20
Started: 2018-07-18

Fitting curves to data (in magclass format) and plotting the curves to nice graphs and pdf

Purpose and Functionality | Input data | Examples | Alternative A: Calculate emulator for one single case consisting of all scenarios present in the data | Alternative B: Calculate emulator for multiple cases. Distinguish cases by scenarios present in the data. | How to define your own function to be fitted | Advanced | Replace flat fits | Compare supplycurves

Rendered fromremulator.Rmdusingknitr::rmarkdown

Last update: 2021-08-26
Started: 2017-12-07

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Use bisection to find x so that myform(param, x) is close to approx_this	bisect
Calculate points of fitted curve for plotting using fit coefficients	calc_supplycurve
Calculate fit by minimizing sum of error squares	calculate_fit
emudata	emudata
Calculate and plot fit.	emulator
Checks whether set of given runs is complete.	emulator_runs_complete
Find fit coefficients for years where no fit could be calculated	fill_missing_years
Minimizes the sum of the error squares	minimize_least_squares
Set duplicated samples to NA	mute_duplicated
Set data of infeasible years and their successors to NA	mute_infes
In years and regions with only an unsufficient number of data points set all data points to NA	mute_insufficient
Set outlier samples to NA	mute_outliers
Calculate and plot multiple supplycurves to one plot	plot_compare_supplycurves
Plot fitted curve to png files and additionally compile them in a pdf file.	plot_curve
Read multiple report mif files from REMIND or MAgPIE and combine into single magpie object	read_and_combine
Replace fits in years where they are flat with fits from other years	replace_flat_fits

Usage by other packages (reverse dependencies)