Models, tools, and data

Discover models, tools, and data

Dynamic Framework for Regional Socio-Economic Transitions (D-RESET)

For studying optimal policies and interventions to inform regional decision makers facing technological, economic and social transitions, we have developed the Dynamic Framework for Regional Socio-Economic Transitions (D-RESET).

Two-stage optimal control models with stochastic switch (2SOCS)

Two-stage optimal control models are a useful tool to model stochastic shocks, which have the potential to significantly alter the characteristics of a dynamic system, but cannot be controlled by the decision maker. Applications can be found in a wide range of topics including health and environmental economics. The Julia package recently received and update to version v0.2.0.

Photo 258245368 / Energy Use © Olivier Le Moal | Dreamstime.com

Low Energy Demand study (LED)

An exploratory research and resulting scenario about how far transformative changes on the energy end-use side can lead to.

DisruptSC

The DisruptSC model assesses the indirect economic impacts of disasters by explicitly quantifying the disturbances on supply chains. It simulates, in space and time, how transport infrastructure disruptions perturb the flows of goods in supply chains and how these perturbations affect households, firms, and trade.

Beautiful view into a nothern europe forest with pine trees on a sunny day

Global Biosphere Management Model (GLOBIOM)

A global model to assess competition for land use between agriculture, bioenergy, and forestry

Global Annual Migration Data Explorer

These annual migrant flow estimates provide a comprehensive view of how people move between countries worldwide. Using advanced deep-learning techniques, the dataset combines official statistics, international migration databases, and innovative data sources to generate consistent and reliable estimates, including for countries with limited migration data. The result is a valuable resource for analyzing global migration trends and patterns over time.

Integrated model for BiodIversity distribution projectionS (ibis.iSDM)

The ibis.iSDM package provides a series of convenience functions to fit integrated Species Distribution Models (iSDMs). With integrated models we generally refer to SDMs that incorporate information from different biodiversity datasets, external parameters such as priors or offsets with respect to certain variables and regions.

SHELscape

SHELscape is a spatially-explicit agent-based model for understanding short-run post-natural disasters non-linear adjustment processes in a multi-market framework.

Applied Justice Taxonomy and Assessment Framework (AJUST)

The AJUST Framework comprehensively outlines justice in its multiple aspects with the aim to facilitate justice assessment across diverse research and policy contexts. It is meant to be accessible across disciplines, powerful in terms of capacity to express a variety of justice ideas, and modular so researchers can select and deploy the aspects that are most appropriate or useful.

Foodscapes - A global clustering of terrestrial food production systems (Foodscapes)

A set of global zoning layers are provided that identify broad homologues of foodscape classes. These are comparable in a minimum set of biophysical and management characteristics and can help to plan for possible interventions and leverage points for more sustainable agriculture.

BeWhere Model: A Spatially Explicit System Optimization Tool

BeWhere is a spatially explicit, bottom-up, techno-economic, system optimization model designed to support cost-effective, low-carbon system transitions at the supply chain level.

Picture Pile

Picture Pile is an online and mobile application for rapid image classification, which can be used to collect data for the development or validation of remotely sensed map products or to provide new inputs to machine learning algorithms.