Here are stored data from CARDAMOM (carbon data model framework), which comprise spatial analyses of terrestrial carbon cycling across a range of time and space domains. The analyses use a carbon balance model (generally DALEC), and spatial datasets (generally from satellite observations, plus climate forcing data) to produce the following outputs: carbon stocks in multiple plant and dead organic matter pools; carbon fluxes into, among and out of these pools; and model process parameters.

Model-Data Fusion

Items in this Collection

  • CSSP Brazil – Synthesising site-based observational data for model evaluation. CARDAMOM Amazon C-cycle (1x1 degree; monthly; 2001-2019) 

    Nwobi, Chukwuebuka; Williams, Mathew; Smallman, T Luke
    The dataset contains CARDAMOM output for the calibration of a DALEC C-cycle model (ACM2: Water Cycle and Stomatal conductance) across the Amazon for a 19 year period (2001-2019) at a monthly time step and 1 x 1-degree ...
  • REFLEX experiment 

    Williams, Mathew; Fox, Andrew
    Reflex_final.pdf: description of the REFLEX experiment, DALEC models, data, instructions on how to participate DALEC_deciduous.F90: fortran code for the deciduous DALEC model DALEC.F90: fortran code for the evergreen ...
  • International LAnd Model Benchmarking framework Beta version (ILAMBbeta) 

    Caen, Auguste; Williams, Mathew
    The International LAnd Model Benchmarking (beta version) software framework is an open source tool for the purpose of confronting process models of the land surface with observations to identify model-data mismatches with ...
  • CARDAMOM Brazil C-cycle multi-DALEC, multi-CMIP6 scenarios (1x1 degree; monthly; 2001-2017) 

    Smallman, T Luke; Williams, Mathew
    Dataset continues CARDAMOM output for the calibration of 5 DALEC C-cycle models (M1-5) across Brazil for a 17 year period (2001-2017) at a monthly time step and 1 x 1 degree spatial resolution. The calibration used Earth ...
  • CARDAMOM Kenyan C-cycle analysis (0.25 degree, monthly, 2014-2017): Forest and savannah specific 

    Smallman, T Luke; Williams, Mathew
    This dataset contains two netCDF file reporting terrestrial C-cycle analysis of Kenya at 0.25 x 0.25 degree spatial and monthly temporal resolutions for 2014 to 2017. One analysis specifically focused on forested land of ...
  • CARDAMOM Brazil C-cycle analysis (1x1 degree; monthly; 2001-2017) 

    Smallman, Luke
    This dataset contains a netCDF file reporting terrestrial C-cycle analysis of Brazil at 1 x 1 degree spatial and monthly temporal resolutions for 2001 to 2017. The analysis uses the CARDAMOM model-data fusion framework to ...
  • DALEC2 

    Williams, Mathew
    DALEC2 is an intermediate complexity model of terrestrial carbon cycling. DALEC2 ("Data assimilation linked ecosystem carbon model, version 2") resolves gross primary production; its allocation to labile, foliar, wood and ...
  • Aggregated Canopy Model for Gross Primary Productivity and Evapotranspiration (Version 1) 

    Smallman, Thomas Luke; Williams, Mathew
    Source code and example for the aggregated canopy model for gross primary productivity and evapotranspiration version 1 (ACM-GPP-ET v1). ACM-GPP-ETv1 is a model of intermediate complexity representing coupled daily plant ...
  • CARDAMOM panarctic retrievals 2000-2015 

    Exbrayat, Jean-François; Williams, Mathew
    The panarctic CARDAMOM outputs are derived from 1°x1° degree model-data fusion (MDF) analysis for 2000-2015. In each pixel, the DALEC2 ecosystem model is constrained by MODIS Leaf Area Index, Northern Circumpolar Soil ...
  • CARDAMOM pantropical retrievals 2000-2015 

    Exbrayat, Jean-François; Williams, Mathew; Smallman, T Luke
    This dataset includes netCDF files reporting pantropical retrievals of the terrestrial carbon cycle using the CARDAMOM model-data fusion framework. Two experiments are included that alternatively include or omit fire ...
  • CARDAMOM 2001-2010 global carbon Model-Data Fusion (MDF) analysis 

    Bloom, Anthony; Williams, Mathew
    The CARbon DAta MOdel fraMework (CARDAMOM; Bloom et al., 2015 in review) outputs are derived from a global 1-degree x 1-degree 2001-2010 model-data fusion (MDF) analysis. The datasets include allocation fractions (AF) ...