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add: create specifications for Projection Attribute Extension and its…
emmanuelmathot Sep 8, 2025
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fix: update attribute naming from `proj` to `geo` in Projection Attri…
emmanuelmathot Sep 9, 2025
83a5f93
fix: remove `shape` field from Projection Attribute Extension schema …
emmanuelmathot Sep 9, 2025
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fix: rename `spatial_dims` to `spatial_dimensions` in README and sche…
emmanuelmathot Sep 9, 2025
caee06b
fix: enhance spatial dimension identification section in README with …
emmanuelmathot Sep 9, 2025
9daf0d3
fix: clarify inheritance model for `geo:proj` attribute in README
emmanuelmathot Sep 9, 2025
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fix: clarify spatial dimension identification section in README with …
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fix: add version field to geo:proj schema and update README for compa…
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fix: update geo:proj schema to include version field and restructure …
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Update attributes/geo:proj/README.md
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Update attributes/geo:proj/README.md
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Update attributes/geo:proj/README.md
emmanuelmathot Sep 14, 2025
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Remove redundant examples for irregular grid and update WKT2 represen…
emmanuelmathot Sep 14, 2025
96b5db1
Refine spatial dimension identification section to focus on regular g…
emmanuelmathot Sep 14, 2025
e9e754e
Refactor inheritance model section for clarity and remove redundant r…
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Update examples in geo:proj README.md to enhance clarity and provide …
emmanuelmathot Sep 14, 2025
a244d90
Clarify spatial dimension interpretation in geo:proj README.md to emp…
emmanuelmathot Sep 14, 2025
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Clarify terminology and improve consistency in geo:proj README.md reg…
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Remove the Registered Extensions section from attributes README.md to…
emmanuelmathot Sep 14, 2025
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Update attributes/geo:proj/README.md
emmanuelmathot Sep 14, 2025
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Enhance README.md and schema.json for geo:proj extension by adding de…
emmanuelmathot Sep 14, 2025
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Refine validation rules in geo:proj README.md to clarify shape infere…
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Update versioning in geo:proj README.md and schema.json to 0.1.0
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Update attributes/geo:proj/README.md
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Enhance README.md with projection authority examples and clarify CRS …
emmanuelmathot Sep 17, 2025
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Remove redundant emphasis on spatial dimensions interpretation in geo…
emmanuelmathot Sep 17, 2025
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Add algorithm for resolving spatial dimensions in group-level geo:proj
emmanuelmathot Sep 17, 2025
803f269
Clarify flexibility in spatial dimension ordering in geo:proj README.md
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Refactor Geo Projection Attribute Extension
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Update attributes/geo/proj/README.md
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Update README.md for Geo Projection Attribute Extension and remove sc…
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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -8,6 +8,7 @@ It is the normative source for registering names of Zarr v3 extensions.

To register an extension, open a new PR with a new extension directory under the relevant extension point:

* [Attributes](./attributes/README.md)
* [Codecs](./codecs/README.md)
* [Data Types](./data-types/README.md)
* [Chunk Key Encoding](./chunk-key-encodings/README.md)
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30 changes: 30 additions & 0 deletions attributes/README.md
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# Attributes Extensions

This directory contains specifications for Zarr v3 attribute extensions.

## What are Attribute Extensions?

Attribute extensions define standardized schemas and semantics for metadata stored in the `attributes` field of Zarr arrays and groups. These extensions enable interoperability by establishing common conventions for domain-specific metadata.

## Registered Extensions

| Extension | Version | Description |
|-----------|---------|-------------|
| [projection](./projection/) | 1.0.0 | Coordinate reference system metadata for geospatial data |

## Creating an Attribute Extension

When creating an attribute extension, consider:

1. **Namespace**: Use a unique prefix to avoid conflicts (e.g., `proj:` for projection)
2. **Schema**: Provide a JSON schema for validation
3. **Inheritance**: Define behavior when attributes are set at group vs array level
4. **Compatibility**: Consider interoperability with existing tools and standards

## Extension Requirements

Each attribute extension MUST:
- Define the attribute key(s) and structure
- Provide a JSON schema for validation
- Include examples of usage
- Document any inheritance or precedence rules
142 changes: 142 additions & 0 deletions attributes/projection/README.md
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# Projection Attribute Extension for Zarr

- **Extension Name**: Projection Attribute Extension
- **Version**: 1.0.0
- **Extension Type**: Attribute
- **Status**: Proposed
- **Owners**: @emmanuelmathot

## Description

This extension defines a standardized way to encode coordinate reference system (CRS) information for geospatial Zarr arrays and groups using the `proj:crs` attribute.

## Motivation

- Provides simple, standardized CRS encoding without complex nested structures
- Addresses issues identified in GeoZarr discussions regarding CF convention complexity
- Compatible with existing geospatial tools (GDAL, rasterio, pyproj)
- Based on the proven STAC Projection Extension model

## Specification

The `proj:crs` attribute can be added to Zarr arrays or groups to define projection information.

### Required Fields

At least one of the following MUST be provided:

- `proj:code`: Authority and code identifier (e.g., "EPSG:4326")
- `proj:wkt2`: WKT2 string representation of the CRS
- `proj:projjson`: PROJJSON object representation of the CRS

### Optional Fields

- `proj:bbox`: Bounding box in the CRS coordinates
- `proj:transform`: Affine transformation coefficients (6 or 9 elements)
- `proj:shape`: Shape of the spatial dimensions [y, x]
- `proj:spatial_dims`: Names of spatial dimensions in the array

### Spatial Dimension Identification

The extension identifies spatial dimensions through:

1. **Explicit Declaration** (recommended): Use `proj:spatial_dims` to specify dimension names
2. **Convention-Based** (fallback): Automatically detect standard spatial dimension names

#### Explicit Declaration

```json
{
"proj:crs": {
"proj:shape": [2048, 2048],
"proj:spatial_dims": ["latitude", "longitude"]
}
}
```

#### Convention-Based Detection

If `proj:spatial_dims` is not provided, implementations should scan `dimension_names` for these patterns (in order):

- ["y", "x"] or ["Y", "X"]
- ["lat", "lon"] or ["latitude", "longitude"]
- ["northing", "easting"]
- ["row", "col"] or ["line", "sample"]

The first matching pair determines the spatial dimensions.

### Validation Rules

- When `proj:shape` is provided, values MUST match the sizes of identified spatial dimensions
- The order in `proj:shape` is always [y/lat/northing, x/lon/easting]
- If spatial dimensions cannot be identified and `proj:shape` is provided, implementations MUST raise an error
- When multiple CRS representations are provided, precedence is: `proj:projjson` > `proj:wkt2` > `proj:code`

## Examples

### Example 1: Simple EPSG Code

```json
{
"zarr_format": 3,
"shape": [2048, 2048],
"dimension_names": ["y", "x"],
"attributes": {
"proj:crs": {
"proj:code": "EPSG:3857"
}
}
}
```

### Example 2: With Multiple Dimensions and Transform

```json
{
"zarr_format": 3,
"shape": [365, 100, 2048, 2048, 4],
"dimension_names": ["time", "height", "latitude", "longitude", "band"],
"attributes": {
"proj:crs": {
"proj:code": "EPSG:4326",
"proj:spatial_dims": ["latitude", "longitude"],
"proj:shape": [2048, 2048],
"proj:transform": [0.1, 0.0, -180.0, 0.0, -0.1, 90.0],
"proj:bbox": [-180.0, -90.0, 180.0, 90.0]
}
}
}
```

### Example 3: WKT2 Representation

```json
{
"zarr_format": 3,
"shape": [1000, 1000],
"dimension_names": ["northing", "easting"],
"attributes": {
"proj:crs": {
"proj:wkt2": "PROJCRS[\"WGS 84 / UTM zone 33N\",BASEGEOGCRS[\"WGS 84\",DATUM[\"World Geodetic System 1984\",ELLIPSOID[\"WGS 84\",6378137,298.257223563,LENGTHUNIT[\"metre\",1]]],PRIMEM[\"Greenwich\",0,ANGLEUNIT[\"degree\",0.0174532925199433]]],CONVERSION[\"UTM zone 33N\",METHOD[\"Transverse Mercator\",ID[\"EPSG\",9807]],PARAMETER[\"Latitude of natural origin\",0,ANGLEUNIT[\"degree\",0.0174532925199433]],PARAMETER[\"Longitude of natural origin\",15,ANGLEUNIT[\"degree\",0.0174532925199433]],PARAMETER[\"Scale factor at natural origin\",0.9996,SCALEUNIT[\"unity\",1]],PARAMETER[\"False easting\",500000,LENGTHUNIT[\"metre\",1]],PARAMETER[\"False northing\",0,LENGTHUNIT[\"metre\",1]]],CS[Cartesian,2],AXIS[\"easting\",east,ORDER[1],LENGTHUNIT[\"metre\",1]],AXIS[\"northing\",north,ORDER[2],LENGTHUNIT[\"metre\",1]]]",
"proj:shape": [1000, 1000],
"proj:transform": [30.0, 0.0, 500000.0, 0.0, -30.0, 5000000.0]
}
}
}
```

## Inheritance

When `proj:crs` is defined at the group level, it applies to all arrays within that group unless overridden at the array level.

## Compatibility Notes

- The `proj:code` field follows the "authority:code" format used by PROJ library
- The `proj:wkt2` field should conform to OGC WKT2 (ISO 19162) standard
- The `proj:transform` field follows the same ordering as GDAL's GeoTransform and STAC's projection extension

## References

- [STAC Projection Extension v2.0.0](https://github.com/stac-extensions/projection)
- [PROJJSON Specification](https://proj.org/specifications/projjson.html)
- [OGC WKT2 Standard](https://www.ogc.org/standards/wkt-crs)
108 changes: 108 additions & 0 deletions attributes/projection/schema.json
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{
"$schema": "http://json-schema.org/draft-07/schema#",
"$id": "https://zarr-specs.readthedocs.io/en/latest/extensions/attributes/projection/v1.0.0/schema.json",
"title": "Zarr Projection Attribute Extension",
"description": "Projection attribute extension for Zarr arrays and groups",
"type": "object",
"definitions": {
"projectionMetadata": {
"type": "object",
"properties": {
"proj:code": {
"type": ["string", "null"],
"description": "Authority:code identifier (e.g., EPSG:4326)",
"pattern": "^[A-Z]+:[0-9]+$"
},
"proj:wkt2": {
"type": ["string", "null"],
"description": "WKT2 (ISO 19162) CRS representation"
},
"proj:projjson": {
"oneOf": [
{
"$ref": "https://proj.org/schemas/v0.7/projjson.schema.json"
},
{
"type": "null"
}
],
"description": "PROJJSON CRS representation"
},
"proj:bbox": {
"type": "array",
"oneOf": [
{
"minItems": 4,
"maxItems": 4
},
{
"minItems": 6,
"maxItems": 6
}
],
"items": {
"type": "number"
},
"description": "Bounding box in CRS coordinates"
},
"proj:transform": {
"type": "array",
"oneOf": [
{
"minItems": 6,
"maxItems": 6
},
{
"minItems": 9,
"maxItems": 9
}
],
"items": {
"type": "number"
},
"description": "Affine transformation coefficients"
},
"proj:shape": {
"type": "array",
"minItems": 2,
"maxItems": 2,
"items": {
"type": "integer",
"minimum": 1
},
"description": "Shape of spatial dimensions [y, x]"
},
"proj:spatial_dims": {
"type": "array",
"minItems": 2,
"maxItems": 2,
"items": {
"type": "string"
},
"description": "Names of spatial dimensions [y_name, x_name]"
}
},
"oneOf": [
{
"required": ["proj:code"]
},
{
"required": ["proj:wkt2"]
},
{
"required": ["proj:projjson"]
}
]
}
},
"properties": {
"attributes": {
"type": "object",
"properties": {
"proj:crs": {
"$ref": "#/definitions/projectionMetadata"
}
}
}
}
}