- Title: Projection
- Identifier: https://stac-extensions.github.io/projection/v2.0.0/schema.json
- Field Name Prefix: proj
- Scope: Item, Collection
- Extension Maturity Classification: Stable
- Owner: @matthewhanson
- History: Prior to March 30, 2021
This document explains the Projection Extension to the SpatioTemporal Asset Catalog (STAC) specification.
When specified in Item Properties, the values are assumed to apply to all Assets in that Item. For example, an Item may have several related Assets each representing a band or layer for the Item, and which typically all use the same CRS, e.g., a UTM Zone. However, there may also be Assets intended for display, like a preview image or thumbnail, that have been reprojected to a different CRS, e.g., Web Mercator, or resized to better accommodate that use case. In this case, the fields should be specified at the Item Asset level, while those Item Asset objects that use the defaults can remain unspecified.
The proj prefix is short for "projection", and is not a reference to the PROJ/PROJ4 formats.
- Examples:
- Item example: Shows the basic usage of the extension in a STAC Item
- Assets in Item example: Shows the basic usage of the extension in STAC Assets (in a STAC Item)
- Collection example: Shows the basic usage of the extension in a STAC Collection (Item Assets Definiton and Summaries)
- JSON Schema
- Changelog
The fields in the table below can be used in these parts of STAC documents:
- Catalogs
- Collections
- Item Properties (incl. Summaries in Collections)
- Assets (for both Collections and Items, incl. Item Asset Definitions in Collections)
- Links
| Field Name | Type | Description |
|---|---|---|
| proj:code | string|null | Authority and specific code of the data source (e.g., EPSG:3857) |
| proj:wkt2 | string|null | WKT2 string representing the Coordinate Reference System (CRS) that the proj:geometry and proj:bbox fields represent |
| proj:projjson | PROJJSON Object|null | PROJJSON object representing the Coordinate Reference System (CRS) that the proj:geometry and proj:bbox fields represent |
| proj:geometry | GeoJSON Geometry Object | Defines the footprint of this Item. |
| proj:bbox | [number] | Bounding box of the Item in the asset CRS in 2 or 3 dimensions. |
| proj:centroid | Centroid Object | Coordinates representing the centroid of the Item (in lat/long) |
| proj:shape | [integer] | Number of pixels in Y and X directions for the default grid |
| proj:transform | [number] | The affine transformation coefficients for the default grid |
At least one of the fields MUST be specified, but it is RECOMMENDED to provide more information as detailed in the Best Practices section so that, for example, GDAL can read your data without issues.
Generally, it is preferrable to provide the projection information on the Asset level
as they are specific to assets and may not apply to all assets.
For example, if you provide a smaller and unlocated thumbnail, having the projection information in the Item Properties
would imply that the projection information also applies to the thumbnail if not specified otherwise in the asset.
You may want to add the proj:code to the Item Properties though as this would provide an easy way to
filter for specific projection codes in an API. In this case you could override the proj:code for the thumbnail on the asset level.
Warning
The field proj:epsg has been deprecated in v1.2.0 in favor of proj:code and has been removed in v2.0.0.
For example, the former field "proj:epsg": 32659 must be migrated to "proj:code": "EPSG:32659".
Projection codes are identified by a string. The proj library defines projections using "authority:code", e.g., "EPSG:4326" or "IAU_2015:30100". Different projection authorities may define different string formats. Examples of known projection authorities, where when can find well known codes that clients are likely to support are listed in the following table.
| Authority Name | URL |
|---|---|
| European Petroleum Survey Groups (EPSG) | http://www.opengis.net/def/crs/EPSG or http://epsg.org |
| International Astronomical Union (IAU) | http://www.opengis.net/def/crs/IAU |
| Open Geospatial Consortium (OGC) | http://www.opengis.net/def/crs/OGC |
| ESRI | https://spatialreference.org/ref/esri/ |
The proj:code field SHOULD be set to null in the following cases:
- The asset data does not have a CRS, such as in the case of non-rectified imagery with Ground Control Points.
- A CRS exists, but there is no valid EPSG code for it. In this case, the CRS should be provided in
proj:wkt2and/orproj:projjson. Clients can prefer to take either, although there may be discrepancies in how each might be interpreted.
A Coordinate Reference System (CRS) is the data reference system (sometimes called a 'projection') used by the asset data. This value is a WKT2 string.
This field SHOULD be set to null in the following cases:
- The asset data does not have a CRS, such as in the case of non-rectified imagery with Ground Control Points.
- A CRS exists, but there is no valid WKT2 string for it.
A Coordinate Reference System (CRS) is the data reference system (sometimes called a 'projection') used by the asset data. This value is a PROJJSON object, see the JSON Schema for details.
This field SHOULD be set to null in the following cases:
- The asset data does not have a CRS, such as in the case of non-rectified imagery with Ground Control Points.
- A CRS exists, but there is no valid WKT2 string for it.
A GeoJSON Geometry object as defined in RFC 7946, sections 3.1
representing the footprint of this Item, except not necessarily in EPSG:4326 as required by RFC7946.
Specified based on the proj:code, proj:projjson or proj:wkt2 fields (not necessarily EPSG:4326).
Usually, this will be represented by a Polygon with five coordinates, as the item in the asset data CRS should be
a square aligned to the original CRS grid.
Bounding box of the assets represented by this Item in the asset data CRS. Specified as 4 or 6
coordinates based on the CRS defined in the proj:code, proj:projjson or proj:wkt2 fields. First two numbers are coordinates
of the lower left corner, followed by coordinates of upper right corner, , e.g., [west, south, east, north],
[xmin, ymin, xmax, ymax], [left, down, right, up], or [west, south, lowest, east, north, highest].
The length of the array must be 2*n where n is the number of dimensions. The array contains all axes of the southwesterly
most extent followed by all axes of the northeasterly most extent specified in Longitude/Latitude or Longitude/Latitude/Elevation
based on WGS 84. When using 3D geometries, the elevation of the southwesterly most
extent is the minimum elevation in meters and the elevation of the northeasterly most extent is the maximum in meters.
Coordinates representing the centroid of the Item. Coordinates are defined in latitude and longitude, even if the data coordinate system does not use lat/long. This is to enable less sophisticated mapping tools to be able to render the location of the Item, as some only handle points. Note that the centroid is best calculated in the native CRS and then projected into lat/long, as some projections can wrap the centroid location.
An array of integers that represents the number of pixels in the most common pixel grid used by the Item Asset objects.
The number of pixels should be specified in Y, X order. If the shape is defined in Item Properties, it is used as
the default shape for all assets that don't have an overriding shape. This can be be easily determined with
gdalinfo (the 'size' result) or rio info
(the 'shape' field) on the command line.
Linear mapping from pixel coordinate space (Pixel, Line) to projection coordinate space (Xp, Yp). It is
a 3x3 matrix stored as a flat array of 9 elements in row major order. Since the last row is always 0,0,1 it can be omitted,
in which case only 6 elements are recorded. This mapping can be obtained from
GDAL(GetGeoTransform, requires re-ordering)
or the Rasterio (Transform).
To get it on the command line you can use the Rasterio CLI with the
info command: $ rio info.
[Xp] [a0, a1, a2] [Pixel]
[Yp] = [a3, a4, a5] * [Line ]
[1 ] [0 , 0, 1] [1 ]If the transform is defined in Item Properties, it is used as the default transform for all assets that don't have an overriding transform.
Note that GetGeoTransform and rasterio use different formats for reporting transform information. Order expected in proj:transform is the
same as reported by rasterio. When using GDAL method you need to re-order in the following way:
g = GetGeoTransform(...)
proj_transform = [g[1], g[2], g[0],
g[4], g[5], g[3],
0, 0, 1]This object represents the centroid of the Item Geometry.
| Field Name | Type | Description |
|---|---|---|
| lat | number | The latitude of the centroid. |
| lon | number | The longitude of the centroid. |
There are several projection extension fields with potentially overlapping functionality. This section attempts to give an overview of which ones you should consider using. They fit into three general categories:
- Description of the coordinate reference system: proj:code is recommended, but it is just a reference to known projection information. WKT2 and PROJJSON are two options to fully describe the projection information.
This is typically done for projections that aren't available or fully described in a known registry (e.g., EPSG Registry or IAU Registry).
For example, the MODIS Sinusoidal projection does not have an EPSG code, but can be described using WKT2 or PROJJSON.
- Description of the native geometry information: STAC requires the geometry and bounding box, but they are only available in lat/long (EPSG:4326, IAU_2015:30100, IAU_2015:49900, etc.). But most remote sensing data does not come in that projection, so it is often useful for clients to have the geometry information (geometry, bbox, centroid) in the coordinate reference system of the asset's data, so it doesn't have to reproject (which can be lossy and takes time).
- Information to enable cataloging of data without opening assets: Often it is useful to be able to construct a 'virtual layer', like GDAL's VRT without having to open the actual imagery file. shape and transform together with the core description of the CRS provide enough information about the size and shape of the data in the file so that tools don't have to open it.
For example, the GDAL implementation requires the following fields:
proj:wkt2orproj:projjson(one of them filled with non-null values)- Any of the following:
proj:transformandproj:shapeproj:transformandproj:bboxproj:bboxandproj:shape
None of these are necessary for 'search' of data, the main use case of STAC. But all enable more 'cloud native' use of data, as they describe the metadata needed to stream data for processing and/or display on the web. We do recommend including at least the code if it's available, as it's a fairly standard piece of metadata, and see below for more information about when to use WKT and PROJJSON. We do recommend including the shape and transform fields if you have cloud optimized geotiff's or some other cloud native format, to enable online tools to work with the assets more efficiently. This is especially useful if the data is likely to be mosaiced or otherwise processed together, so that tools don't have to open every single file to show or process aggregates of hundreds or thousands. Finally, the descriptions of the native geometry information are useful when STAC is the complete metadata for an Item. If other metadata is also included it likely has this information, but we provide it because some modern systems are just using STAC for their entire metadata description.
WKT2 and PROJJSON are mostly recommended when you have data that is not part of a standard registry. Providing one of them supplies the exact information for projection software to do the exact projection transform. WKT2 and PROJJSON are equivalent to one another - more clients understand WKT2, but PROJJSON fits more nicely in the STAC JSON structure, since they are both JSON. For now it's probably best to use both for maximum interoperability, but just using PROJJSON is likely ok if you aren't worried about legacy client support.
For (unlocated) thumbnails and similar imagery, it is recommended set proj:code to null and include proj:shape
so that
- clients can read the image dimensions upfront (and reserve space for them), and
- you explicitly state that the thumbnail is not geolocated.
This is also recommended in case you have 'global' projection information in the Item properties. The fields on the asset level override the Item Properties and as such client don't apply the 'global' projection details falsely to the thumbnails.
Client implementations should be careful about the order in proj:shape.
Usually, image dimensions are given in width-height (x-y) order, but proj:shape lists the height first.
All contributions are subject to the STAC Specification Code of Conduct. For contributions, please follow the STAC specification contributing guide Instructions for running tests are copied here for convenience.
The same checks that run as checks on PR's are part of the repository and can be run locally to verify that changes are valid.
To run tests locally, you'll need npm, which is a standard part of any node.js installation.
First you'll need to install everything with npm once. Just navigate to the root of this repository and on your command line run:
npm installThen to check markdown formatting and test the examples against the JSON schema, you can run:
npm testThis will spit out the same texts that you see online, and you can then go and fix your markdown or examples.
If the tests reveal formatting problems with the examples, you can fix them with:
npm run format-examples