A curated list of open technology projects to sustain a stable climate, energy supply, biodiversity and natural resources.

hector

An open source, object-oriented, simple global climate carbon-cycle model.
https://github.com/jgcri/hector

Category: Climate Change
Sub Category: Earth and Climate Modeling

Keywords

climate climate-change climate-model hector science

Keywords from Contributors

economics gcam human-earth-system water coupled-human-natural-systems integrated-assessment land china gcam-china integrated-assessment-model

Last synced: about 14 hours ago
JSON representation

Repository metadata

The Hector Simple Climate Model

README.Rmd

          ---
output: github_document
---



```{r, include = FALSE}
knitr::opts_chunk$set(
    collapse = TRUE,
    comment = "#>",
    fig.path = "man/figures/README-",
    out.width = "100%"
)
library(hector)
library(ggplot2)
```

# hector

[![DOI](https://zenodo.org/badge/22892935.svg)](https://zenodo.org/badge/latestdoi/22892935) [![C++ unit tests](https://github.com/JGCRI/hector/actions/workflows/unit-testing.yaml/badge.svg)](https://github.com/JGCRI/hector/actions/workflows/unit-testing.yaml) [![Command Line Hector](https://github.com/JGCRI/hector/actions/workflows/command-line.yaml/badge.svg)](https://github.com/JGCRI/hector/actions/workflows/command-line.yaml)  [![R-CMD-check](https://github.com/JGCRI/hector/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/JGCRI/hector/actions/workflows/R-CMD-check.yaml) 

This is the repository for **Hector**, an open source, object-oriented, simple 
global climate carbon-cycle model that runs very quickly while still
representing the most critical global scale earth system processes. 
Hector is a simple climate model (SCM, also known as a reduced-complexity climate model),
a class of models that are extremely versatile with a wide
range of applications. Due to their computational efficiency, SCMs can easily
be coupled to other models and used to design scenarios, emulate more complex 
climate models, and conduct uncertainty analyses.

```{r tas_plot, echo=FALSE, fig.width=8, fig.height=4}

# The variable naps and dates of variables to save.
vars_to_plot <- GLOBAL_TAS()
dates_to_plot <- 1850:2100

# Color palette used by the IPCC
SSP_COLORS <- c("ssp119" = "#00a9cf", "ssp126" = "#003466", "ssp245" = "#f69320",
                "ssp370" = "#df0000", "ssp434" = "#2274ae","ssp460" = "#b0724e",
                "ssp585"= "#980002",   "ssp534-overshoot" = "grey", "historical" = "#000000",
                "historical"="#92397a")

# Set up and run hector.
ini_files <- list.files(file.path("inst", "input"), pattern = "ini", full.names = TRUE)
hector_tas_results <- do.call(lapply(ini_files, function(f){
    name <- gsub(pattern = "hector_|.ini", x = basename(path = f), replacement = "")
    hc <- newcore(f, name = name)
    run(hc)
    out <- fetchvars(hc, dates_to_plot, vars = vars_to_plot)
    return(out)
}), what = "rbind")

# Modify the results data frame.
hector_tas_results$scenario <- ifelse(hector_tas_results$scenario == "ssp534-over",
                                      "ssp534-overshoot", hector_tas_results$scenario)
hector_tas_results$scenario <- ifelse(hector_tas_results$year <= 2016, "historical",
                                      hector_tas_results$scenario)
ggplot(hector_tas_results) +
    geom_line(aes(year, value, color = scenario), linewidth = 1) +
    theme_bw(base_size = 15) +
    labs(color = NULL, x = NULL, y = expression("Temperature Anomaly ("~degree~"C)")) +
    scale_color_manual(values = SSP_COLORS)
```

Hector's output for global mean air temperature change for eight Shared Socioeconomic Pathways (SSPs).

## Installation 

The `hector` R package can be installed using the `remotes::install_github` 
function. More detailed installation instructions, including how to set up
Hector as a command line executable, can be found [here](articles/BuildHector.html).

```r
remotes::install_github('jgcri/hector')
library(hector)
```

## Tools and Software That Work with Hector

* [GCAM](https://github.com/JGCRI/gcam-core): Hector can be used as the climate component in [GCAM](http://jgcri.github.io/gcam-doc/)
* [pyhector](https://github.com/openclimatedata/pyhector): a Python
interface to Hector
* [fldgen](https://github.com/JGCRI/fldgen): a spatially resolved temperature & precipitation emulator for CMIP5 ESMs
* [HectorUI](https://jgcri.shinyapps.io/HectorUI/): run Hector in a web interface!

## Contributing to Hector

The Hector team welcomes and values community contributions, but please see 
our [Contribution Guide](https://jgcri.github.io/hector/articles/ContributionsGuide.html) and note by  contributing 
to this project, you agree to abide to our [Contributor Code of Conduct](CODE_OF_CONDUCT.md)

*** 

This research was supported by the U.S. Department of Energy, Office of Science, as part of research in Multi-Sector Dynamics, Earth and Environmental System Modeling Program. The Pacific Northwest National Laboratory is operated for DOE by Battelle Memorial Institute under contract DE-AC05-76RL01830.

        

Citation (CITATION.cff)

cff-version: 3.0.1
message: "If you use this software in your work, please cite it as below."
authors:
- family-names: "Dorheim"
  given-names: "Kalyn"
  orcid: "https://orcid.org/0000-0001-8093-8397"
- family-names: "Bond-Lamberty"
  given-names: "Ben"
  orcid: "https://orcid.org/0000-0001-9525-4633"
- family-names: "Hartin"
  given-names: "Corinne"
  orcid: "https://orcid.org/0000-0003-1834-6539"
- family-names: "Link"
  given-names: "Robert"
  orcid: "https://orcid.org/0000-0002-7071-248X"
- family-names: "Nicholson"
  given-names: "Mat"
- family-names: "Pralit"
  given-names: "Patel"
  orcid: "https://orcid.org/0000-0003-3992-1061"
- family-names: "Pressburger"
  given-names: "Leeya"
  orcid: "https://orcid.org/0000-0002-6850-2504"
- family-names: "Shiklomanov"
  given-names: "Alexey"
  orcid: "https://orcid.org/0000-0003-4022-5979"
- family-names: "Vega-Westhoff"
  given-names: "Benjamin"
  orcid: "https://orcid.org/0000-0001-7881-8388"
- family-names: "Woodard"
  given-names: "Dawn"
  orcid: "https://orcid.org/0000-0002-0468-4660"
title: "Hector a simple carbon-climate model"
version: 3.0.1
doi: 10.5281/zenodo.7617326
date-released: 2023-02-07
url: "https://github.com/jgcri/hector"

Owner metadata


GitHub Events

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Committers metadata

Last synced: 4 days ago

Total Commits: 1,119
Total Committers: 21
Avg Commits per committer: 53.286
Development Distribution Score (DDS): 0.69

Commits in past year: 7
Committers in past year: 3
Avg Commits per committer in past year: 2.333
Development Distribution Score (DDS) in past year: 0.429

Name Email Commits
Ben Bond-Lamberty b****y@p****v 347
Alexey Shiklomanov a****v@g****m 179
Robert Link r****k@p****v 158
kdorheim k****m@p****v 154
cahartin c****n@p****v 86
crvernon c****n@g****m 44
leeyap 8****p 37
Pralit Patel p****l@p****v 28
Ben V-W b****e@g****m 20
Sven Willner s****r@p****e 18
Skylar Gering s****g@g****u 11
mnichol3 n****4@g****m 9
Robert Gieseke r****g@w****e 9
Steve Smith (PNNL-JGCRI) s****h@p****v 7
Corinne Hartin c****n 3
Cary Lynch c****h@p****v 2
Dawn Woodard d****d@p****v 2
Tom Payerle p****e@u****u 2
Ben Elliston b****e@a****u 1
gaelforget g****t@m****u 1
mbins 3****s 1

Committer domains:


Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 418
Total pull requests: 368
Average time to close issues: about 1 year
Average time to close pull requests: 24 days
Total issue authors: 28
Total pull request authors: 21
Average comments per issue: 3.01
Average comments per pull request: 3.04
Merged pull request: 294
Bot issues: 0
Bot pull requests: 0

Past year issues: 15
Past year pull requests: 30
Past year average time to close issues: about 1 month
Past year average time to close pull requests: about 2 months
Past year issue authors: 6
Past year pull request authors: 4
Past year average comments per issue: 2.47
Past year average comments per pull request: 3.1
Past year merged pull request: 13
Past year bot issues: 0
Past year bot pull requests: 0

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Top Issue Authors

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Dependencies

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DESCRIPTION cran
  • R >= 3.3 depends
  • BH >= 1.69 imports
  • Rcpp >= 0.12 imports
  • ggplot2 * suggests
  • here * suggests
  • knitr * suggests
  • magrittr >= 1.5 suggests
  • nleqslv * suggests
  • ragg * suggests
  • rmarkdown * suggests
  • testthat * suggests
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Score: 8.132118772955806