MAPME Resources

MAPME Resources provide a curated set of open-source tools, tutorials, and reference materials to support the use of geospatial data in development planning, monitoring, and evaluation. Developed under the MAPME Initiative, these resources help practitioners and researchers apply GIS and Earth observation through reproducible workflows, technical guidance, and shared standards across a wide range of development sectors.  

Trainings      Code repositories      Other resources

Basics

Explaining basic terms

Geodata

Geodata comprises of information about a specific geographical location. Geodata can be stored, visualized and analyzed with Geographic Information Systems (GIS). This data is often collected by satellites, GPS devices or land survey tools, and serves as the base for governmental zoning and land-use planning. Thousands of high-quality geocoded datasets are provided for free by researchers, the government or the open-data community and wait to be discovered and used by you.

Satellites

Earth observation satellites orbit our planet constantly, during all hours and irrespective of the weather conditions to collect images that are sent back to receiving stations on earth. Every satellite fleet and every satellite have different features in terms of speed, coverage and sensor quality. This determines what we can see from space, how often we can see a given place or phenomenon and in how much detail we can see it (from several centimeters to multiple kms).

Remote sensing

Remote Sensing describes a set of techniques to retrieve information about the earth’s surface. Images can originate from satellites, drones or aircraft and a large amount of free and commercial imagery allows us to monitor the impact of humans on natural landscapes in retrospective or near real-time. Therefore, Remote Sensing is an effective instrument to study global environmental challenges, monitor ecosystems, map disasters, explore resources and many more.


Discover our trainings

MAPME tutorials can help you learn, step by step, how to use GIS in the context of development cooperation.

QGIS trainings in KfW
Our tutorials can help you learn, step by step, how to use GIS in the context of development cooperation.

 

QGIS training in KfW*

QGIS trainings on Youtube
Training 1: Introduction to QGIS

Training 2: Semiology and Symbology

Training 3: Open Data Sources

 

Explore it on Youtube

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*in German language

Discover our code repositories

MAPME repositories contain R codes that will allow you to generate interactive statistics and insights on different impact indicators separated by sectors.

mapme.biodiversity
The mapme.biodiversity package helps to analyse a number of biodiversity related indicators and biodiversity threats based on freely available geodata-sources such as the Global Forest Watch.

The package allows for the analysis of global biodiversity portfolios with a thousand or millions of AOIs which is normally only possible on dedicated platforms such as the Google Earth Engine.

mapme.biodiversity (R package)

mapme.pipelines
MAPME repositories contain R codes that will allow you to generate interactive statistics and insights on different impact indicators separated by sectors.

Explore it out on GitHub

oda-portfolio
MAPME repositories contain R codes that will allow you to generate interactive statistics and insights on different impact indicators separated by sectors.

Explore it out on GitHub

mapme.docker
MAPME repositories contain R codes that will allow you to generate interactive statistics and insights on different impact indicators separated by sectors.

Explore it out on GitHub

Discover other resources

MAPME tools are designed for an easy start. We host different types of resources that can help you get in touch with the topic and deliver better results.

Project Location Model
The open Project Location Model is an open standard for collecting location information in development cooperation. It is based and extends the IATI reporting standards to be geo-compatible.

Explore it out on GitHub

Open Source Guide
A technical guide on using earth observation to measure different monitoring indicators in development cooperation.

Explore it out on GitHub

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Contact

Phone: 069 74310