Metadata for Joined Clusters

About metadata for joined clusters

Purpose of metadata for joined clusters

Define which clusters to join with seismic join for each number of clusters (K). For example, suppose that you have clustered two regions separately, each into up to 3 clusters (K = 3), and now you want to join those clustered regions. You could simply have cluster i of the joined region contain cluster i of each individual region. However, since the number of each cluster is arbitrary, you may want to join clusters in other ways. For example, at K = 3 you may want to join the clusters like this:

  • cluster 1 of the joined region contains

    • cluster 1 of region 1

    • cluster 3 of region 2

  • cluster 2 of the joined region contains

    • cluster 3 of region 1

    • cluster 2 of region 2

  • cluster 3 of the joined region contains

    • cluster 2 of region 1

    • cluster 1 of region 2

You can specify the cluster from each region that should go into each joined cluster in the joined clusters metadata file.

Note

When joining n regions, each clustered into K clusters, the number of ways to join those regions is Kn.

Fields of metadata for joined clusters

Name

Type

Description

Required

K

int

Number of clusters (K) of the joined region

yes

Cluster

int

Cluster of the joined region

yes

int

Cluster of the individual region to put in the joined region

no

Notes about metadata for joined clusters

  • Fields are case-sensitive and must be in the file’s first line.

  • In the columns “K” and “Cluster”, the values of K must start at 1 and increase with no gaps; and for each K, every cluster number from 1 to K must be given in increasing order on its own row.

  • Every column after the first two (“K” and “Cluster”) should be named after one of the individual regions.

  • In each region column, the number indicates which cluster from that region will be joined into the joined cluster whose K and number are given in the “K” and “Cluster” columns. The number must be an integer between 1 and K; and for each K, the cluster numbers may not be repeated.

Example metadata for joined clusters

Metadata for joined clusters as a pretty table

K

Cluster

myregion

yourregion

1

1

1

1

2

1

1

2

2

2

2

1

3

1

1

3

3

2

3

2

3

3

2

1

Metadata for joined clusters as plain text

K,Cluster,myregion,yourregion
1,1,1,1
2,1,1,2
2,2,2,1
3,1,1,3
3,2,3,2
3,3,2,1

This text can be copied into a new CSV file.