Models of deprivation sub-domains for the IDEAMAPS data ecosystem project. This repo contains the source code used to run models and the model outputs. It also contains logic to upload model outputs to the IDEAMAPS platform.
We need to follow the tracability process outlined in the image below for creating model ready datasets for buildings (small dense settlements + irregular layout) - FOR LAGOS ONLY.
Data required is already on CRIB.
This process will involve:
Reperform block analysis
Perform metric clustering
Analyse metric importance
Define metrics for irregularity
Define metrics for SDS
Aggregate metrics to the grid level
K-Means clustering
Create city-level data product.
The issue can be closed when LAGOS has a city level data product ready for the modelling process and this dataset is stored on CRIB. Access information for the dataset should be included in this issue.
[ ] 2. Assess the need for a review process. If a review process is required, the issue states:
i. Who is involved in the review?
ii. When will the review take place?
iii. Who is responsible for taking on the feedback?
iv. What additional tasks are involved and are they visible on the backlog?
We need to follow the tracability process outlined in the image below for creating model ready datasets for buildings (small dense settlements + irregular layout) - FOR LAGOS ONLY.
Data required is already on CRIB.
This process will involve:
Reperform block analysis Perform metric clustering Analyse metric importance Define metrics for irregularity Define metrics for SDS Aggregate metrics to the grid level K-Means clustering Create city-level data product. The issue can be closed when LAGOS has a city level data product ready for the modelling process and this dataset is stored on CRIB. Access information for the dataset should be included in this issue.