Riverscapes Data Warehouse

DataSources (Inputs/Outputs)

DataSources can be defined in two places:

  1. Inside <Inputs> At the top of the file: These are DataSources that can be referenced from other places.
  2. Inside a realization: This can either be a reference to the input at the top of the file or a completely new DataSource node.

Dataset Type Hierarchy

The kind of Datasource tag you choose (e.g. <Raster>, <DEM> ) is important. The list below may not be extensive since new tags may be invented from time to time.

  1. DataSet: This is a grouping only and not in use as a tag
    1. GeoSpatial: This is a grouping only and not in use as a tag
      1. Raster: <Raster id="" Guid="">
        1. DEM: <DEM id="" Guid="">
      2. Vector: <Vector id="" Guid="">
      3. TIN: <TIN id="" Guid="">
    2. Context Layer: A context layer can either be a file OR a tile-layer loaded from a mapping service
      1. Hillshade: <Hillshade>: Path to a hillshade raster or tile service.
      2. Shape: A .shp file that is not used for context and not geospatial processing.
    3. SimpleFile
      1. CSV: Self-explanatory
      2. Image: Any image (png, jpg, gif etc.)

General Use

Here is an example of a DataSource

    <Vector id="hillshade01" Guid="241cdf2a-a397-4fd7-acd2-de0869ed4662">


  • Guids: Guid="" All inputs that are not references (i.e. using the ref="" attribute) must have a Guid.
  • Id: id="" The Id you give to a Datasource should be unique in the XML file but does not have to be unique across all project XMLs.
  • References: ref="": The ref attribute is used to reference a DataSource inside the <Inputs> tag at the top of the file. It should contain the unique id of the DataSource you would like to reference.

Rerences (ref="")

Some rules for using ref

  • If you use ref you should not use Id or Guid since these are covered inside the referenced object. Likewise you should not use <Path>, <Project>, <Name> or any other tags.
  • <MetaData> can still be used but only if it is refering to information that cannot be shared across all Realizations.
    <!-- ... -->
      	<!-- Here we define the actual input -->
        <DEM id="DEM1" Guid="241cdf2a-a397-4fd7-acd2-de0869ed4662">
                <Meta Name="description">Jordan Gilbert</Meta>
                <Meta Name="HUC8ID">17020005</Meta>
            <!-- ... -->
	                <!-- And here we refer to it -->
                    <DEM ref="DEM1" />
            <!-- ... -->


  • Name: <Name> A plain-text name for this Datasource
  • Path: <Path> A RELATIVE filepath to the layer/file/datasource in question (i.e. inputs/input01/input.tif). The path is relative either to this project or another project root specified using the <Project> element.
  • Project: <Project>(Optional) If you are refering to a datasource in another project you can use this element. Relative paths are preferred but in some cases absolute paths are necessary. See below for more details.
  • MetaData: <MetaData> Key-value pairs. (See MetaData docs for how to use this.)

Special Elements:

  • URL: (Contextual Layers Only) Contextual layers like <Hillshade> can have this element. It is the path to an online location or tile-server. The idea is that the software can try to load the local file and, failing this, use the version available from the <URL>

External Project References

You can use Datasources from other projects using the <Project> element

  • Relative paths are prefered. Absolute paths can be used but will break when transfered to another machine.
  • You must specify a path to a FOLDER contianing the project.rs.xml file: ../../Path/to/Project/

Extended Use

Sometimes you’ll see a tag inside an <Analysis> tag that is Dataset-like. An example is VBET where a drainage network <Network> is basically a shapefile Dataset Type that has been extended to contain <Buffers>

    <DEM ref="DEM1"/>
    <Flow ref="FLOW4235"/>
    <Slope ref="SLOPE4235"/>
    <!-- Network is an extended DataSet that has been augmented with <Buffers> -->
    <Network ref="DN001">
		<!-- A buffer is simply <Vector> object renamed -->
          <Name>Large Buffer</Name>
          <Name>Medium Buffer</Name>
          <Name>Small Buffer</Name>

Such examples are too specific to document fully here. You can find hints at how to use these using autocomplete in Pycharm or by reading the XSD file.