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QGIS model for Giga

About ITU

The International Telecommunication Union (ITU) is the United Nations specialized agency for information and communication technologies. ITU is committed to connecting all the world's people – wherever they live and whatever their means. Through our work, we protect and support everyone's right to communicate.

About Giga

Giga, an initiative launched by UNICEF and ITU in September 2019 to connect every school to the Internet and every young person to information, opportunity and choice, is supporting the immediate response to COVID19, as well as looking at how connectivity can create stronger infrastructures of hope and opportunity in the "time after COVID."

Dependencies

  • QGIS3>=3.0 Girona (available on Windows, macOS, Linux and Android) - Download Page
  • The graphical modeler is built into QGIS, so you don't have to download other software. Further information about graphical modeler can be found here.

Executing Models

  • Open QGIS - Click on Processing tab and select Graphical Modeler - Select the folder icon folder and indicate where you downloaded the model - Specify the inputs and run by clicking play icon play

About School Connectivity Model

This model ran a series of spatial analyzes to support the understanding of school connectivity and was created with the help of the QGIS graphical modeler. It uses school, telecom infrastructure (fiber nodes, base stations, mobile coverages), and census data as inputs. It provides distance information for each school on possible Internet provisioning options and population statistics with the preset distances around schools.

Inputs

Input Type Comment
Fiber Nodes vector point data, unique id = "ID"
School Data vector point data, unique id = "id"
Cell Towers vector point data, model creates auto incremented field and uses it as an id so, no need to indicate another.
2G Coverage raster -
3G Coverage raster -
4G Coverage raster -
5G Coverage raster -
Population raster -

Be careful!!

  • ...about the CRS (Coordinate Reference System) of the project and inputs!! Model transform the raster inputs from any CRS to EPSG:4326, but you need to transform if the CRS of your vector files different
  • ...if you want to change the buffer zone, you need to give the unit in degrees!! It depends upon the location on earth. Near the equator, 1 km ≅ 0.008°
  • ...about the unique id of fiber nodes and school data. If they are different than the above, you need to check each step of the model.
  • ...about the fields and the data type of them if you modify any of the indicator of vector datasets.

Outputs

The model creates a new vector point data based on the school input and adds the analyzes as new columns to the attributes table;

Attribute Description
fiber_node_distance the distance of each school to the nearest fiber node in km
nearest_school_distance the distance of each school to the nearest school node in km
Schools_within_1km number of schools in a circle with a radius of one km centering a school point
Schools_within_3km number of schools in a circle with a radius of three km centering a school point
Schools_within_10km number of schools in a circle with a radius of ten km centering a school point
nearest_LTE_id unique id automatically assigned to each base station by the model
nearest_LTE_distance the distance of each school to the nearest LTE cell tower node in km
nearest_UMTS_id unique id automatically assigned to each base station by the model
nearest_UMTS_distance the distance of each school to the nearest UMTS cell tower node in km
nearest_GSM_id unique id automatically assigned to each base station by the model
nearest_GSM_distance the distance of each school to the nearest GSM cell tower node in km
2G Returns a boolean result based on the condition that the school point stays within the 2G coverage raster image; "0"=no, "1"=strong "2"=variable
3G Returns a boolean result based on the condition that the school point stays within the 3G coverage raster image; "0"=no, "1"=strong "2"=variable
4G Returns a boolean result based on the condition that the school point stays within the 4G coverage raster image; "0"=no, "1"=strong "2"=variable
pop_within_1km number of total population in a circle with a radius of one km centering a school point
pop_within_3km number of total population in a circle with a radius of three km centering a school point
pop_within_7km number of total population in a circle with a radius of seven km centering a school point

About Telco Infrastructure Gap Model

This model runs a series of spatial analyzes to find gaps in the country/region/state connectivity infrastructure, and it was created with the help of the QGIS graphical modeler. It uses territory boundaries, telecom infrastructure (fiber nodes, mobile coverage areas), and census data as input. Gives proportional outputs for each region that the population is covered by the mobile coverage, and the distance to the fiber nodes.

Inputs

Input Type Comment
Fiber Nodes vector point data, unique id = "ID"
Admin Boundaries vector multipolygon data,
2G Coverage raster -
3G Coverage raster -
4G Coverage raster -
Population raster -

Outputs

Attribute Description
fiberaway10 the sum of the population that is at least 10 km away from the fiber nodes in the given administrative boundary level
fiberaway25 the sum of the population that is at least 25 km away from the fiber nodes in the given administrative boundary level
2G covered Population Stats the sum of the population that is covered by 2G
3G covered Population Stats the sum of the population that is covered by 3G
4G covered Population Stats the sum of the population that is covered by 4G

License

This project is licensed under the MIT License.

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Spatial analysis models created with the help of QGIS Graphical Modeller

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