R package for post-processing FLUXNET datasets for use in land surface modelling. Performs quality control and data conversion of FLUXNET data and collated site metadata. Supports FLUXNET2015, La Thuile, OzFlux and ICOS data releases.
Here is the full bibliographic reference to include in your reference list). Please acknowledge our software if key to your analysis.
Ukkola, A. M., Haughton, N., De Kauwe, M. G., Abramowitz, G., and Pitman, A. J.: FluxnetLSM R package (v1.0): a community tool for processing FLUXNET data for use in land surface modelling, Geosci. Model Dev., 10, 3379-3390, 2017
To install the development releases of the package run the following commands:
if(!require(devtools)){install.packages("devtools")}
devtools::install_github("aukkola/FluxnetLSM")
library("FluxnetLSM")Vignettes are not rendered by default, if you want to include additional documentation please use:
if(!require(devtools)){install.packages("devtools")}
devtools::install_github("aukkola/FluxnetLSM", build_vignettes = TRUE)
library("FluxnetLSM")See vignettes for example usage. Three examples are provided FLUXNET2015 and [La Thuile]() for processing a single site or multiple sites.
The package does not recognise the unit conversion
Unit conversions are performed by the function ChangeUnits, you can find this under R/Conversions.R. A template is provided towards the end of this function for adding a new conversion.
I would like to output model-specific attributes for sites
Model-specific attributes for each site, such as the plant functional type, can be saved in the data/Site_metadata.csv file (see example for CABLE PFT). Model-specific attributes are then set in the function initialise_model (stored in R/Model_initialisations.R) where a template for adding a new model attribute is provided. Finally, to write these in the NetCDF files, set the argument model to your model name when running the package.
Ukkola, A. M., Haughton, N., De Kauwe, M. G., Abramowitz, G., and Pitman, A. J.: FluxnetLSM R package (v1.0): a community tool for processing FLUXNET data for use in land surface modelling, Geosci. Model Dev., 10, 3379-3390, 2017
We acknowledge the support of the Australian Research Council Centre of Excellence for Climate System Science (CE110001028). Martin G. De Kauwe was supported by Australian Research Council Linkage grant LP140100232. This work used eddy covariance data acquired and shared by the FLUXNET community, including these networks: AmeriFlux, AfriFlux, AsiaFlux, CarboAfrica, CarboEuropeIP, CarboItaly, CarboMont, ChinaFlux, Fluxnet-Canada, GreenGrass, ICOS, KoFlux, LBA, NECC, OzFlux-TERN, TCOS-Siberia and USCCC. The ERA- Interim reanalysis data are provided by ECMWF and processed by LSCE. The FLUXNET eddy covariance data processing and harmonisation was carried out by the European Fluxes Database Cluster, AmeriFlux Management Project and Fluxdata project of FLUXNET, with the support of CDIAC and ICOS Ecosystem Thematic Center, and the OzFlux, ChinaFlux and AsiaFlux offices. Additional development was supported by the LEMONTREE project and funded by Schmidt Futures and under the umbrella of the Virtual Earth System Research Institute (VESRI) and BlueGreen Labs.