Discover JGCRI/LandHindcastPaper Open Source project

R scripts for processing CMIP5 data

RCMIP5

tethys

Spatiotemporal downscaling model for global water use

Documentation for the GCAM model

gcam-doc

CSS

demeter

A land use land cover disaggregation and change detection model

Python tools for automating GCAM workflows and managing experiment configuration

pygcam

R package for extracting and importing GCAM results

rgcam

fldgen

Given a global mean temperature pathway, generate random global climate fields consistent with it and with spatial and temporal correlation derived from an ESM

rfasst

Estimation of a consistent range of adverse health and agricultural effects attributable to air pollution for a GCAM scenario

gcamwrapper

An R / Python wrapper to interactively run a GCAM scenario

C++

CMIP5_patterns

NCL

metis

Webpage: https://jgcri.github.io/metis/ Cheatsheet: https://github.com/JGCRI/metis/blob/master/metisCheatsheet.pdf

stitches

Amalgamate existing climate data to create monthly climate variable fields.

Offline version of the GCAM land allocation module

gcamland

Rworkshops

R workshops 2020

rmap

Mapping software with pre-loaded global and local maps

gcamextractor

R package to extract and process GCAM data and manipulate into standardized tables.

moirai

Moirai - Land Data System

gcam_training

Repo and webpage to host GCAM training material

R package to breakout new GCAM regions

gcambreakout

cassandra

Human-earth system multi-scale model coupling framework

A web-based interactive scenario builder and visualization application for the Hector climate model

hectorui

documentation and processing code for JGCRI's CMIP6 archive on pic

plutus

CMIP6

pridr

A software package to analyze and project income distributions dynamically using input data

GCAM-LAC-dashboard

An interactive tool for exploring GCAM data with a focus on Latin America and the Caribbean

gcamreader

Python package for reading GCAM output databases

Processes climate impacts on agricultural yields for GCAM

osiris

pytemplate

A template for a basic Python package with CI via GitHub actions for build, test, docs and a JOSS paper

A hydro-economic model for groundwater supply and cost

superwell

R-based Geographic Information System (GIS) utilities

rgis

trackingC

Where does fossil fuel C end up, and how does that change with changing parameters?

DeepClimGAN

Climate generator using Generative Adversarial Networks

ssp-data

Results for the GCAM SSPs, as documented in https://doi.org/10.1016/j.gloenvcha.2016.06.010

hydro-emulator

MATLAB

helios

Heating and Cooling Degree processing for GCAM from various sources such as WRF and CMIP

gcammaptools

R package for plotting GCAM data on world and regional maps

GCAM-dashboard

Quick and easy data explorer for GCAM

jgcricolors

Package to manage JGCRI color themes

argus

A shiny app to interactively visualize data across scenarios, parameters and regions.

gcamfaostat

An R package to prepare, process, and synthesize FAOSTAT data for global agroeconomic and multisector dynamic modeling

hector_cmip6data

CMIP6 data relevant for Hector v3 calibration

GCIMS Integration project

gcims_integration

JavaScript

metarepo

Template repository for a single point of access meta-repository to reproduce an experiment

modelinterface

GCAM support tool to help create XML inputs and view results from XML DB output

Java

GCAMLU

Downscaling of GCAM's landuse from Region/AEZ scale to a grid.

Global land use projections for 2015-2100 at 0.05-degree resolution under diverse Shared Socioeconomic Pathways and Representative Concentration Pathways

chen_et_al_2020a

ambrosia

An R package for calculating and analyzing food demand and in accordance with the Edmonds et al food demand model

Di_Vittorio_et_al_2022_GCB

matilda

A probabilistic framework for the Hector simple climate model

dnnclim

Earth System Model emulator using deep neural networks

Repo for JGCRI software training resources

programing-resources

nasa_lulc_uhi

NASA project on LULC and the Urban Heat Island (UHI) effect in Morocco

Scully_2024_SULI_Hector

Code and data related to historical calibration experiments by Hector's 2024 SULI

HIRM

The R package of the Hybrid Impulse Response Model

rtemplate

Template to build R package with github actions CI/CD, tests, codecov and docs.

TeX

Kyle-etal_2022_EF

Meta repository for GCAM study on projecting Sustainable Agriculture Matrix into the future

bed

Building Energy Demand (BED) model

emulation of hazard metrics

hazemul

persephone

crop model yield change emulation

Hector_COMBO

Coupling Hector, fldgen and COMBO

Common utilities for JGCRI work

JGCRIutils

gcamrpt

Convert GCAM output to the format used by public IAM databases

pygis

Python-based Geographic Information System (GIS) utilities

GCAM and Demeter clinic: A global, integrated human-Earth systems perspective to modeling land projections

gcam_demeter_clinic

stitches_in_r

Analysis tools and algorithms for GCAM data

GCAManalysis

niazi-etal_2024_nature-sustainability

Meta repository containing data and code for the groundwater peak and decline paper

SnyderEtAl2023_uncertainty_informed_curation_metarepo

Framework for Emissions-MIP analysis

emissions_mip

climate_integration_metarepo

Climate integration meta-repository for conducting integrated experiments

Meta Repository for Tethys paper. Global monthly sectoral water use for 2010-2100 at 0.5° resolution across alternative futures.

khan-etal_2022_tethysSSPRCP