ESM Models/Tools/Data
The Global Forest Model (G4M)
Comparing incomes from forestry and alternative land uses More
The Environmental Policy Integrated Model (EPIC)
A model assessing how land management affects the environment More
Russian Forests & Forestry Database
Comprehensive downloadable data and analysis on the Russian forestry sector More
Global Forest Database
Downloadable global forest map at a half-degree resolution More
Harmonized World Soil Database
First released in July 2008, HWSD is a global database, framed within a Geographic Information System (GIS), that contains up-to-date information on world soil resources. More
Land Resources of Russia
Digital georeferenced databases on land resource issues in Russia More
Decentralized Water Pricing and Water Pollution Taxation Model in the Presence of Uncertainties, Incomplete and Asymmetric Information (WAP)
The decentralized water pricing methodology addresses main challenges of sharing a common resource – water - among the competing users in an efficient and fair way and a problem of preserving the water quality. More
Agricultural Production Planning and Allocation (APPA) Model
The APPA model is a geographically detailed stochastic and dynamic model for spatio-temporal planning of agricultural activities to meet food security goals under natural and anthropogenic risks, resource constraints, and social targets. The model illustrates that explicit treatment of risks and uncertainties in agricultural production planning may considerably alter strategies for achieving robust outcomes with regard to sustainable agricultural development. More
Integrated Emission Trading and Abatement (ETA) Model
ETA model is an integrated stochastic emissions trading and abatement model allowing to analyze the robustness of emissions reduction policies under asymmetric information about emission trading parties, uncertainties of emissions and other inherent anthropogenic and natural uncertainties. More
Integrated Catastrophe Risk Management (CRIM) Model
The Integrated Catastrophe Risk Management model (CRIM) has been developed at IIASA aiming to assist in robust decision making for managing natural disasters risks e.g., earthquakes, hurricanes, floods More
Hybrid Land Cover of Russia
A system integration of ground and remote sensing data that parametrizes Russian territory at a 1km spatial resolution for forests and includes tree species, age, and biomass distribution. More