urbanbigdatacentre / ideamaps-models

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.
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Process Buildings Data for Kano #34

Open andymithamclarke opened 4 months ago

andymithamclarke commented 4 months ago

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 KANO ONLY.

Data required is already on CRIB.

This process will involve:

  1. Reperform block analysis
  2. Perform metric clustering
  3. Analyse metric importance
  4. Define metrics for irregularity
  5. Define metrics for SDS
  6. Aggregate metrics to the grid level
  7. K-Means clustering
  8. Create city-level data product.

The issue can be closed when KANO 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.

gielinkg commented 4 months ago

✅ Definition of Done

andymithamclarke commented 4 months ago

Difficulties encountered with tessalation processing on CRIB - as expected.

@Gtregon provided tessalation for @Pengyuwah. Extending this task so that steps above can continue.

gielinkg commented 4 months ago

@Gtregon and @Pengyuwah can you post updates here?

andymithamclarke commented 4 months ago

Still awaiting updates here