Table 2.

Tool and course matrix

Land cover and land useWater and Hydro-Climatic DisastersWeather and ClimateAgriculture and Food SecurityGeoinformatics
ITC Course #1From Data to Geo-Information for Natural Resources Management (Quartile 2)*Water and Carbon Dynamics in Ecosystems (Quartile 4)Data-Driven Hazard Modeling (Quartile 2)Spatio-Temporal Analysis of Remote Sensing Data For Food and Water Security (Quartile 4)Spectral Data Processing (Quartile 2)
ITC Course #2Cadastral Data Acquisition Technologies and Dissemination Methods (Quartile 3) Earth Observation of Water Resources (Quartile 2)Physically-Based Hazard Modeling (Quartile 3)Quantitative Remote Sensing of Vegetation Parameters (Quartile 1)*Scientific Geocomputing (Quartile 2)
ITC Course #3Earth Observation for Natural Resources Management (Quartile 3)Principles of Modeling For Water Resources and the Environment (Quartile 3)Weather Impact Analysis (Quartile 4) Spatio-Temporal Analytics and Modeling (Quartile 4)
ITC Course #4Forest Monitoring and Carbon Stock Estimation with multi-source remote sensing in the context of climate change  (Quartile 4)*Observing and Modelling Surface Water in a Changing World (Quartile 3)*  Big Geodata Processing (Quartile 1)
Mature SERVIR toolsRegional land cover monitoring system Collect earth online†
Radar mining and monitoring tool†
HydraFloods†
ClimateSERV†
Streamflow prediction tool
ClimateSERV†
HydraFloods†
Mekong air quality explorer
Regional land cover monitoring system
Collect earth online†
All tools
Notes:

*Courses that participated in the Curriculum Development Initiative in the 2022 - ‘23 academic year;

†SERVIR tools that were incorporated into Courses in the Curriculum Development Initiative during the 2022-’23 academic year

Source: Created by authors’

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