Data & Tools — Renato K. Braghiere

Data & Tools

Interactive model-evaluation and benchmarking dashboards from my research — land-surface and Earth System Models evaluated against observations.

The TRENDY dashboard now runs on Cloudflare; the ILAMB and CLM5 dashboards below are currently served from GitHub Pages and will be consolidated here over time.

ILAMB-style benchmark scorecard comparing modelled biomass, GPP, respiration, LAI and soil carbon against observational datasets — Benchmarking modelled biomass, GPP, respiration, LAI, and soil carbon against multiple observational datasets across CMIP5 and CMIP6.— Braghiere et al. (2023), Environmental Research Letters — CC BY 4.0

Featured

TRENDY v14 / S2 dashboardInteractive benchmarking of TRENDY land-model simulations against observations. Hosted on Cloudflare.

ILAMB benchmarking

ILAMB ELM-FUN (reduced)Reduced configuration
ILAMB ELM-FUN CMIP6CMIP6 forcing
ILAMB CMIP6 ERA5CMIP6 vs. ERA5
ILAMB ABoVE (ilamb 2.6.1)ILAMB 2.6.1 build
ILAMB CARDAMOMCARDAMOM carbon fluxes
ILAMB CARDAMOM benchmarkBenchmark set v1
ILAMB CliMA LandCliMA Land GPP & ET
ILAMB CliMA (test)Development test

Observationally-constrained mycorrhizae (CLM5)

Mycorrhizae CLM5.0 — presentkparams vs. control
Mycorrhizae CLM5.0 — future (SSP585)2015–2048 projection

Published datasets

SHIFT campaign: high-resolution vegetation traits & fluxes (Dangermond)CaltechDATA · 2024
Global mycorrhizal nutrient-acquisition cost parametersCaltechDATA · 2024
Global-scale leaf broadband optical properties (CliMA Land + CESM)Zenodo · 2025
CliMA Land global carbon & water fluxes and canopy spectraCaltechDATA · 2021
SLPIT in support of fractional-cover validationZenodo · 2026