Calculates percentages of land cover types on slopes greater than a specified threshold value within reporting unit polygons and creates an output table.

• This tool processes all polygons in the Reporting unit feature regardless of selections set. The ability to limit calculations to only selected reporting unit polygons is not supported in this release.

• NOTE: For the most accurate results and shortest processing times, it is highly recommended that all input layers be in the same spatial reference.

• NOTE: Enabling the Parallel Processing Factor environment can improve computation time for several ATtILA tools, but we have detected, on rare occasions, doing so can lead to spurious results. As a precaution, ATtILA will disable the Parallel Processing Factor environment for this tool. We hope to return this choice to the user once the impact on operational speed and accuracy of swapping geoprocessing tools with their pairwise counterparts has been assessed.

• The Reporting unit feature is a zone dataset.

  • A zone is defined as all areas in the input that have the same value. The areas do not have to be contiguous. The term "value" in this definition refers to the unique values in the Reporting unit ID field. Therefore, all polygons with the same reporting unit ID are treated as a single zone.

  • When more than one polygon has the same reporting unit ID, the areas for each polygon are combined and metrics are reported as a single record in the Output table.

• As the Reporting unit feature is a vector dataset, ArcGIS will perform a vector to raster conversion during processing.

  • To better control the vector to raster conversion, the tool defaults the Snap raster and the Processing cell size to that of the Land cover grid. These may be changed from within the tool.

  • If the extent of the Reporting unit feature is smaller than that of the Land cover grid, the user may wish to check the Reduce land cover grid to smallest recommended size option. This creates a temporary land cover raster with the processing extent equal to that of the Reporting unit feature to avoid unnecessary processing.

• If the Reporting unit feature has overlapping features, the zonal analysis will be performed for each individual feature.

• If a feature in the Reporting unit feature zone data does not overlap any cell centers in the secondary class rasters (e.g.,Land cover grid), those zones will not get converted to the internal zone raster. As a result, those zones will not be represented in the Output table.

• The Land cover classification scheme must correspond to the Land cover grid.

  • Schemes for common land cover datasets are included with ATtILA. Supplied schemes may be designated as either "ALL" or "LAND" (e.g. NLCD 2001 ALL vs. NLCD 2001 LAND). Schemes designated as "ALL" include all land cover classes in reporting unit area calculations, while those designated as "LAND" include only terrestrial land cover classes, with non-terrestrial land cover classes such as water and snow/ice excluded. More information about each of the classification schemes supplied with ATtILA may be found in Supplied Land Cover Classification Schemas.

  • In addition to the common land cover schemes, the tool permits a user-defined land cover classification scheme to be used by specifying a Land cover classification file. Refer to Land Cover Classification for more information on how ATtILA may be customized for user-specific needs.

  • NOTE: When a classification scheme with excluded land cover classes is selected, the areas of the excluded classes are disregarded in metric calculations. For example, when selecting a "LAND" classification scheme, the tool will process individual land cover classes and calculate metrics based on the total terrestrial area they occupy within the reporting unit, rather than the percent of the total area within the reporting unit. See Values Element in ATtILA's LCC XML Document and Values Window in the Land Cover Classification Editor for more information on excluded values.

• The Slope grid may contain slope values measured in either percent or degrees. Enter the Slope threshold value in the same units of measure as the Slope grid to analyze land cover proportions on slopes equal to or greater than the threshold value.

• Final output is written to the location specified in the Output table parameter. The Output table may be saved as a File Geodatabase Table, or a dBASE Table.

  • NOTE: For most consistent results, it is highly recommended that tool output be saved to a file geodatabase.

  • When saving as a File Geodatabase Table, no extension is necessary for the Output table name. The output location must be a file geodatabase.

  • When saving as a dBASE Table, include the .dbf extension in the Output table name. dBASE tables may not be saved in a file geodatabase.

• Field names in the Output table follow this naming scheme:

  • [class lcospField] or [class Id]_SL[slope threshold] - The percent of the reporting unit occupied by the land cover class on slopes that are equal to or exceed the Slope threshold.

    • [class lcospField] is used if an lcospField attribute is provided in the class's element in the selected Land cover classification file.

      • (e.g., AgOnSlopes for <class Id="agr" Name="Agriculture" filter="" lcospField="AgOnSlopes">)

    • [class Id]_SL[slope threshold] - is used if an lcospField attribute is not provided.

      • (e.g., agr_SL3 for <class Id="agr" Name="Agriculture" filter=""> and a 3 percent slope threshold is used)

  • NOTE: Output field names can be altered by editing the Land cover classification file with the Land Cover Classification Editor (Refer to Classes Element in ATtILA's LCC XML Document for general information, or the individual Land cover classification file for details).

  • NOTE: The output field name for each class is shown as the second item next to the class's check box in Report metrics for these classes.

• In Additional Options, the user may elect to 'Add Quality Assurance Fields', 'Add Area Fields', and/or 'Retain Intermediate Layers Generated During Metric Processing'.

  • Add Area Fields

    • Choosing AREAFIELDS adds fields to record the raster area measurement of the selected land cover classes occuring on slopes greater than or equal to the Slope threshold within each reporting unit. The field naming conventions is dependent on whether an lcospField is provided in the Land cover classification file:

      • [class lcospField]_A or [class Id]SL[slope threshold]_A - The area of the rasterized reporting unit occupied by the land cover class on slopes that are equal to or exceed the Slope threshold.

  • Add Quality Assurance Fields

    • Choosing QAFIELDS adds a number of fields to the Output table to facilitate quality assurance checking.

      • LCOSP_OVER - The percent overlap between the Reporting unit feature layer and the Land cover grid for each reporting unit.

      • LCOSP_TOTA - The total raster zonal area for each reporting unit (zone) after the Reporting unit feature layer has been rasterized.

      • LCOSP_EFFA - The effective raster area of each reporting unit (zone) after excluded classes have been removed.

      • LCOSP_EXCA - The raster area of the excluded classes within each reporting unit (zone) based on exclusions in the Land cover classification scheme.

  • Retain Intermediate Layers Generated During Metric Calculation

    • Choosing INTERMEDIATES retains several of the key intermediate products (e.g., rasters, feature classes, tables) used to generate the final tool output. By examining the intermediate products, the user can gain a better understanding how the metric is calculated. The following intermediate products are listed in the general order they are generated:

      • lcosp_Raster_SL[slope threshold]_# (raster) - A land cover raster resulting from the overlay between all Land cover grid cells and Slope grid cells that do not meet the Slope threshold. Land cover cells in overlay areas are reclassed with a new value that is outside of the range of valid class values as recognized by the Land cover classification file. The purpose of this intermediate raster product is to exclude land cover cells that are in low slope areas as defined by the Slope threshold from metric calculations. The tool uses this raster to calculate the proportion of each reporting unit that is covered by each valid land cover type on slopes that meet or exceed the Slope threshold. The processes involved in creating this raster are as follows:

        1. Examine the values in both the Land cover grid and the Land cover classification file to determine which has the highest maximum value.

        2. Calculate a new value by adding one (1) to the highest maximum value. For example, if the high value in the input grid is 95 and the high value in the classification file is 99, the calculated value for cells meeting the Slope threshold is (99+1) = 100 in the new intermediate raster.

        3. Create a new raster that assigns this new value to all cells that are below the Slope threshold. Retain all other land cover cell values.

        4. Name the intermediate raster "lcosp_Raster_SL[slope threshold]_#" where "[slope threshold]" is the input Slope threshold and " # " is a sequential number added when the raster is saved.

      • lcospTabArea# (table) - A table of areas corresponding to the values in the intermediate raster within each reporting unit. Areas with reclassed values that do not meet the Slope threshold are included.

      • NOTE: To ensure unique filenames, intermediate filenames are typically generated using the CreateScratchName ArcPy function. This function provides a unique name for the intermediate product by appending a number to a filename prefix. The number starts at 0 and is incremented until a unique filename for the output workspace is found. The generated number is represented in this manual by the hashtag (#) symbol.

      • NOTE: The appended number may not be the same for all intermediate products saved during a tool run. Running a tool with different input options can result in different intermediate products being produced. If a tool is run more than once using the same output workspace, different number suffixes may be generated depending on the files already present in the output workspace.

    • Intermediate products are saved to one of the following locations:

      • When the Output table is saved as a File Geodatabase Table, intermediate products are placed in the same file geodatabase.

      • When the Output table is saved as a dBASE Table, a file geodatabase named "attilaScratchWorkspace" is automatically generated in the same output location specified for the Output table. Intermediate products are placed in the attilaScratchWorkspace file geodatabase.

      • NOTE: ATtILA will report the location of the saved intermediate products in the Tool Details' Messages section.

LCOSP (Reporting_unit_feature, Reporting_unit_ID_field, Land_cover_grid, Land_cover_classification_scheme, Land_cover_classification_file, Report_metrics_for_these_classes, Slope_grid, Slope_threshold, Output_table, {Processing_cell_size}, {Snap_raster}, Select_options, {Reduce_land_cover_grid_to_smallest_recommended_size})

Land Cover on Slope Proportions example 1 (Python window)

The example outputs a table with the percent of the reporting unit occupied by agriculture and pasture land cover classes on slopes that are equal to or exceed the Slope threshold of 6 percent. No other options were selected.

NOTE: ATtILA tools that utilize the Report metrics for these classes parameter will clear all class selections when the tool is opened. This results in setting any variable set for that parameter to None when calling the tool from a script. Because of this, the standard scripting syntax (e.g. arcpy.ATtILA.LCP(variable 1, variable 2, variable 3, etc.) will fail. To overcome this idiosyncrasy, use the scripting example provided below. When using this technique, all variables are passed in as strings.

import arcpy
from arcpy.sa import *
arcpy.ImportToolbox(r"D:\Destination Folder\ATtILA v2.tbx")
from ATtILA2 import metric

Reporting_unit_feature = r"D:\pyexamples\data.gdb\Watersheds"
Reporting_unit_ID_field = "HUC_12"
Land_cover_grid = r"D:\pyexamples\data.gdb\NLCD_2016"
Land_cover_classification_scheme = "NLCD LAND"
Land_cover_classification_file = r"D:\Destination Folder\ToolboxSource\LandCoverClassifications\NLCD LAND.xml"
Report_metrics_for_these_classes = "'agr  -  [agr_SL]  Agriculture';'agrc  -  [agrc_SL]  Cultivated Crop'"
Slope_grid = r"D:\pyexamples\data.gdb\Slope"
Slope_threshold = "6"
Output_table = r"D:\pyexamples\results.gdb\Watersheds_LCOSP"
Processing_cell_size = "30"
Snap_raster = r"D:\pyexamples\data.gdb\NLCD_2016"
Select_options = ""
Reduce_land_cover_grid_to_smallest_recommended_size = "false"

metric.runLandCoverOnSlopeProportions(Reporting_unit_feature,
                                      Reporting_unit_ID_field,
                                      Land_cover_grid,
                                      Land_cover_classification_scheme,
                                      Land_cover_classification_file,
                                      Report_metrics_for_these_classes,
                                      Slope_grid,
                                      Slope_threshold,
                                      Output_table,
                                      Processing_cell_size,
                                      Snap_raster,
                                      Select_options, 
                                      Reduce_land_cover_grid_to_smallest_recommended_size)

Land Cover on Slope Proportions 2 (Tool Details Messages)

This is a sample capture of the geoprocessing messages generated during a typical tool run. It is provided here to assist in the understanding of the tool's processing steps.

Start Time: Day, Month dd, yyyy hh:mm:ss AM/PM
Started: yyyy-mm-dd hh:mm:ss Setting up environment variables
Intermediates are stored in this directory: workspace path
Time: yyyy-mm-dd hh:mm:ss Generating land cover above slope threshold grid...
Time: yyyy-mm-dd hh:mm:ss Inserting EXCLUDED values into areas below slope threshold...
Time: yyyy-mm-dd hh:mm:ss Save intermediate grid complete: lcosp_Raster_SL6_0
Time: yyyy-mm-dd hh:mm:ss Constructing the ATtILA metric output table
Time: yyyy-mm-dd hh:mm:ss Generating a zonal tabulate area table
Time: yyyy-mm-dd hh:mm:ss Processing the tabulate area table and computing metric values
Succeeded at Day, Month dd, yyyy hh:mm:ss AM/PM (Elapsed Time: ##.## units)

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