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  2. Models, tools, and data

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Model

Catastrophe Simulation (CATSIM)

A modeling approach to improve financial disaster risk management
Advancing Systems Analysis (ASA) Systemic Risk and Resilience (SYRR)
Model

Trait Ecology and Evolution Plant Model (PLANT)

A model for studying the ecology and evolution of plant communities
Advancing Systems Analysis (ASA) Exploratory Modeling of Human-natural Systems (EM) Novel Data Ecosystems for Sustainability (NODES)
Model

Statistical analysis for spatial land use data

A tool for exploratory statistical analysis on land use data.
Advancing Systems Analysis (ASA) Exploratory Modeling of Human-natural Systems (EM)
Tool

Reconciling information from alternative sources

A software tool to to aggregate several probability distributions into a single integrated one.
Advancing Systems Analysis (ASA) Exploratory Modeling of Human-natural Systems (EM)
Tool

Crop Observe App

Crop Observe App is an application for collecting crop type, phenological stage, visible damage and management practices.
Advancing Systems Analysis (ASA) Novel Data Ecosystems for Sustainability (NODES)
Model

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.
Advancing Systems Analysis (ASA) Exploratory Modeling of Human-natural Systems (EM)
Dataset

Data from the GROW Citizen Observatory

The GROW Citizen Observatory was developed in a Horizon 2020 funded project to engage citizens (interested in growing food and improving the health of their soils) in sharing their data with a large community of growers across Europe.
Advancing Systems Analysis (ASA) Novel Data Ecosystems for Sustainability (NODES) United Kingdom
Dataset

Data from the Geo-Wiki Cropland Campaign

A Geo-Wiki campaign on capturing data on cropland extent took place in September 2016, collecting data at 36,000 unique locations around the world
Advancing Systems Analysis (ASA) Novel Data Ecosystems for Sustainability (NODES) Belgium
Dataset

In Situ Data Collection via Geo-Wiki apps

Data collection using mobile technology has facilitated the collection of in situ or ground-based data on land use/land cover including geo-tagged photographs that document the landscape.
Advancing Systems Analysis (ASA) Novel Data Ecosystems for Sustainability (NODES)
Dataset

Data from Geo-Wiki campaigns related to forests

Several data collection activities related to forest cover, forest biomass and forest management have been coordinated by IIASA’s NoDES group in the past
Advancing Systems Analysis (ASA) Novel Data Ecosystems for Sustainability (NODES) Biodiversity and Natural Resources (BNR) France Korea (Republic of) Mongolia Netherlands Russian Federation Ukraine United Kingdom United States of America
Model

BioGeoChemistry Management Model (BGC-MAN)

Assessing management impacts on the BioGeoChemistry of ecosystems
Advancing Systems Analysis (ASA) Exploratory Modeling of Human-natural Systems (EM) Biodiversity and Natural Resources (BNR)
Dataset

TrEco

The IIASA/ESM based BGC-MAN model was calibrated and validated with TrEco data for the dominant ecosystems and land use forms of the Congo basin, including virgin forests, managed forests, forest fallows after shifting cultivation and savannahs.
Advancing Systems Analysis (ASA) Exploratory Modeling of Human-natural Systems (EM) Biodiversity and Natural Resources (BNR)
Tool

Probabilistic approach to address temporal verification

A tool to assess temporal verification of net greenhouse gas emission changes under the Kyoto Protocol.
Advancing Systems Analysis (ASA) Exploratory Modeling of Human-natural Systems (EM) Biodiversity and Natural Resources (BNR)
Dataset

Emissions-Temperature-Uncertainty Framework (ETU)

A dataset to understand near-term emissions mitigation and adaptation efforts
Advancing Systems Analysis (ASA) Exploratory Modeling of Human-natural Systems (EM) Austria
Dataset

Data from the Drivers of Tropical Forest Loss (2008 to 2019) Geo-Wiki Campaign

Data on the key drivers of tropical forest loss were collected using the Geo-Wiki platform. The data, collected within a geographical area of 30 degrees North and South of the equator, are openly available and are already being used in different studies.
Advancing Systems Analysis (ASA) Novel Data Ecosystems for Sustainability (NODES)
Dataset

Data from Geo-Wiki Campaign on Built-up Surfaces

Data on built-up surfaces around the world were collected via a Geo-Wiki campaign, where this data set is intended for use as an independent validation of global maps of built-up surfaces.
Advancing Systems Analysis (ASA) Novel Data Ecosystems for Sustainability (NODES)
Tool

CAMALIOT Mobile App

The CAMALIOT mobile app for crowdsourcing is used to collect data transmitted by the Global Satellite Navigation System (GNSS) for scientific applications such as weather forecasting and improving positional accuracy
Advancing Systems Analysis (ASA) Novel Data Ecosystems for Sustainability (NODES)
Dataset

Database of Quantified Food Webs

Biodiversity patterns in natural ecosystems are dynamically sustained by food webs, describing the feeding relations among all ecosystem compartments, including the involved animal and plants.
Advancing Systems Analysis (ASA) Exploratory Modeling of Human-natural Systems (EM)
Model

Wildfire climate impacts and adaptation model (FLAM)

A model to reproduce historical wildfire events and to project future burned areas, as well as to assess climate change impacts and adaptation options.
Advancing Systems Analysis (ASA) Exploratory Modeling of Human-natural Systems (EM) Biodiversity and Natural Resources (BNR) Agriculture, Forestry, and Ecosystem Services (AFE)
Model

OSCAR: A compact Earth system model (OSCAR)

OSCAR is a model of reduced-complexity that describes the interactions between large-scale components of the Earth system that relate to anthropogenic climate change. Its modules are calibrated to emulate the behavior of complex process-based models.
Advancing Systems Analysis (ASA) Exploratory Modeling of Human-natural Systems (EM) Energy, Climate, and Environment (ECE) Integrated Assessment and Climate Change (IACC)

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