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  2. Models, Tools, and Data

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Tool

Geo-Wiki Earth Observation & Citizen Science

Geo-Wiki provides anyone with the means to engage in monitoring of the earth's surface by classifying satellite, drone or ground-level imagery. Data can be input via desktop or mobile devices, with campaigns and games used to incentivize input. These innovative techniques have been used to successfully integrate citizen-derived data sources with expert and authoritative data to address pressing policy-related questions (e.g. European environmental policy, SDG indicators and more).
Advancing Systems Analysis (ASA) Novel Data Ecosystems for Sustainability (NODES) Biodiversity and Natural Resources (BNR) Energy, Climate, and Environment (ECE) Pollution Management (PM) Population and Just Societies (POPJUS) Austria Germany
Tool

fairSTREAM toolkit of participatory approaches

In the IIASA Strategic Initiative fairSTREAM, we created a toolkit of participatory methods that can be adapted to facilitate co-production of knowledge. Co-produced knowledge integrates diverse scientific and social discourses to create relevant and legitimate opportunities in the context of complex problems. The TRUST Strategic Initiative, will expand this toolkit, highlighting its evolving nature.  
Water Security (WAT) Equity and Justice (EQU) Strategic Initiatives (SI)
Tool

Social and Policy Simulations

Social and policy simulations, as well as serious games, are participatory processes through which diverse societal stakeholders collectively explore a complex reality and complex challenges. These participatory processes combine both social and natural science insights to foster experiential learning. They enable participants to make sense of the complexity associated with policy issues, and reflect on system inter-linkages and stakeholder plurality. These methods have become increasingly recognised for informing and guiding policy in complex settings, including sustainable development, climate change mitigation/adaptation and disaster risk reduction.
Population and Just Societies (POPJUS) Equity and Justice (EQU) Austria
Dataset

African Fertility Data

This application serves as an expansion of the Bayesian Reconstruction of Populations and Vital Rates by Educational Attainment (BayesEdu) project. Its objective is to integrate existing demographic data to generate accurate estimates of population sizes and vital rates categorized by educational attainment, while also considering associated uncertainties.
Population and Just Societies (POPJUS) Multidimensional Demographic Modeling (MDM)
Dataset

Population and Human Capital Projections (SSP 2023)

Update of the human core of the SSPs: Population and Human Capital Projections to 2100
Population and Just Societies (POPJUS) Multidimensional Demographic Modeling (MDM)
Tool

Integrative Qualitative System Mapping (IQSM)

Integrative qualitative system mapping (IQSM) enables the systematic and transparent integration of diverse qualitative data. It is particularly useful as a tool supporting mixed methods research addressing nexus issues in sustainable development.  
Population and Just Societies (POPJUS) Equity and Justice (EQU)
Tool

Design Thinking (DT)

Design Thinking (DT) is a participatory approach that focuses on understanding user-design problems with a variety of “products” and to create and test innovative problem solutions - these may include physical goods but also non-physical products such as services, policy instruments etc.
Population and Just Societies (POPJUS) Equity and Justice (EQU)
Tool

Role-play simulations

Role-play simulations are a transdisciplinary method for engaging diverse stakeholders beyond traditional policy- and decision-making communities in an informed and inclusive public debate around the governance of complex socio-environmental challenges. 
Population and Just Societies (POPJUS) Equity and Justice (EQU)

Participatory Scenario Planning

Scenarios as a decision-making tool help us to better understand the implications of a wide range of future possibilities considering existing development, strategies, and global interdependencies. Scenarios should be co-produced with their users, most often planner and decision makers.
Water Security (WAT) Equity and Justice (EQU)
Tool

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.
Equity and Justice (EQU) Transformative Institutional and Social Solutions (TISS)
Tool

The World Aging Data Explorer (WADE)

WADE provides easy access to the innovative dynamic metrics of aging developed at IIASA. These metrics take the changing characteristics of people into account, thereby providing policymakers, researchers, and educators with a view of aging appropriate for our changing demographic environment. All indicators are based on data from the UN’s World Population Prospects 2022 and 2024. They cover the period 1950 to 2100 and are disaggregated by region, subregion, and country. Both types of indicators can also be produced with user-defined data.
Population and Just Societies (POPJUS) Health, Ageing and Health Systems (H2A)
Model

Dynamic Model of Multi-Hazard Mitigation Co-Benefits (DYNAMMICs)

DYNAMMICs is a macroeconomic growth modeling framework that quantifies the many co-benefits of DRR investment for multiple hazards.
Population and Just Societies (POPJUS) Equity and Justice (EQU)
Model

Model for Energy Supply Strategy Alternatives and their General Environmental Impact (MESSAGEix)

A modeling framework for medium to long-term energy system planning, energy policy analysis, and scenario development
Water Security (WAT) Integrated Biosphere Futures (IBF) Energy, Climate, and Environment (ECE) Sustainable Service Systems (S3) Pollution Management (PM) Integrated Assessment and Climate Change (IACC) Transformative Institutional and Social Solutions (TISS) Multidimensional Demographic Modeling (MDM) Austria Brazil China Germany Italy Norway
Tool

Wittgenstein Centre Human Capital Data & Graphic Explorer Version 3.0 (WCDE)

A dataset that allows users to browse, select, visualize and download demographic data and population projections.
Population and Just Societies (POPJUS) Multidimensional Demographic Modeling (MDM)
Dataset

Input Data and Programs for SDG Population Scenarios and Sensitivity Analysis of UN Probabilistic Projections

Three different scenarios for the implementation of the Sustainable Development Goals, focusing on the goals that could impact fertility and mortality rates and thus population growth are now available for downloading.
Population and Just Societies (POPJUS) Multidimensional Demographic Modeling (MDM) Migration and Sustainable Development (MIG)
Dataset

Sub-national Population and Human Capital Projections

IIASA researchers have developed multi-dimensional/multi-state models to study population dynamics at the global, regional, national and sub-national level.
Population and Just Societies (POPJUS) Multidimensional Demographic Modeling (MDM)
Tool

Plural Rationality Approach (PRA)

The Equity and Justice (EQU) Research Group has developed a number of decision-support and process-oriented methods. These tools help stakeholders and policy-makers make sense of the complex governance landscape, while clarifying trade-offs and synergies associated with alternative policy options. 
Population and Just Societies (POPJUS) Equity and Justice (EQU)
Model

The Binary constrained Disaster model (BinD)

The BinD model is a new generation dynamic disaster-macroeconomic modeling framework that captures supply and demand-side constraints on a developing economy facing disaster risk.
Advancing Systems Analysis (ASA) Exploratory Modeling of Human-natural Systems (EM) Biodiversity and Natural Resources (BNR) Water Security (WAT) Population and Just Societies (POPJUS) Equity and Justice (EQU)
Dataset

Demographic Scenarios for the EU

In the framework of the Centre of Expertise on Population and Migration, a research partnership between IIASA's World Population Program and the European Commission's Joint Research Centre, IIASA provides science-based knowledge on migration and demography to support EU policy.
Advancing Systems Analysis (ASA) Population and Just Societies (POPJUS) Migration and Sustainable Development (MIG)
Model

Visualise

Platform to assess the heterogeneity of disaster risk.
Population and Just Societies (POPJUS) Equity and Justice (EQU)

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