Tools & resources

Ecosystem Models and Data

Process-based models and quality-controlled datasets that quantify how management decisions affect soil health, yields, and the environment.

Models

DayCent & MEMS

Process-based models that reveal how ecosystems function and respond to management practices, applied from research to industry.

Latest stable version rev491

DayCent®

Daily Century Model

Simulates daily carbon and nitrogen fluxes across plant and soil systems, connecting ecosystem processes with management outcomes.

  • Soil carbon dynamics, nitrogen cycling, and plant growth
  • Used for greenhouse gas inventories, voluntary markets, and conservation assessments
  • 400+ publications and decades of applied use
Explore DayCent
Latest stable version 3.2.3

MEMS

Microbial Efficiency-Matrix Stabilization Model

Simulates daily soil carbon formation and decomposition with measurable carbon fractions across flexible, continuous depth intervals.

  • Measurable soil carbon fractions and deep soil dynamics
  • Advanced grazing management assessment
  • Rapidly developing with an active research community
Explore MEMS

Choose how you run the models

Download the model executables for local workflows, or use the LandEngine Model Runner API for web-based runs without local installation and configuration.

Explore Model Runner

Technical comparison

Technical differences between DayCent and MEMS
CompareDayCentMEMS
Primary focusBiogeochemical cycles, greenhouse gas emissionsMicrobial processes, soil organic matter formation
Ecosystem typesCropland, grassland, forest, savannaCropland and grassland
Key outputsSOC, CO₂, N₂OSOC, CO₂
Microbial detailImplicitExplicit microbial pool
ManagementTillage, fertilization, irrigation, and grazing; primarily cropland and grasslandTillage, fertilization, irrigation, and grazing; primarily grassland
Time stepDailyDaily
Data

Data Products

High-quality datasets for ecosystem and soil carbon science, each with metadata, citations, and download access for consortium members.

  • Global Time-Series Soil Carbon for DayCent® and MEMSCurated collection
    49 sites · 7,423 observations
  • GRACEnet
    57 sites · 517,727 observations
  • Global N₂O Database
    141 sites · 555,502 observations
  • Global Soil Carbon Fractions: Regenerative + Conventional Croplands
    163 sites · 1,250 observations
  • Global Soil Carbon Fractions: Managed and Unmanaged Ecosystems
    808 sites · 2,998 observations
  • Global SOC: Grassland Management
    284 sites · 665 observations
Beyond LandEngine

External Databases

Beyond our own data products, we have compiled more than 30 external databases and repositories spanning soil, carbon, and environmental science. From global soil profile archives to flux networks and national observatories, these resources are gathered in one place to help you find the data that supports your work.

Explore Databases