Monotonicity

Available with Data Reviewer license.

Summary

The Monotonicity check finds polyline features that contain monotonic errors in either elevation or measurement values (z-values or m-values).

Overview

The purpose of the Monotonicity check is to identify features that contain z-values or m-values that are not strictly increasing or decreasing in value. Features that contain nonmonotonic values can impact the results of your analysis and models.

Features can also be evaluated to determine whether they are trending in a specific manner. Features that contain node values that do not trend as expected can impact the results of your analysis.

When configured as a constraint rule, an error notification is returned when a feature is created or modified based on the conditions defined in the parameters of the rule.

When configured as a validation rule, an error is created during validation when a feature contains either a vertex that is nonmonotonic or meets other conditions specified in the rule. In m-value validations, vertices that don't contain measure values (NaN) are also returned as errors.

Industry scenarios

• In water resource management, elevation values stored in streamline features are used to add detail to digital elevation models (hydro DEM conditioning) to enforce known drainage patterns.
• In roadway management, roadway routes that have two or more consecutive vertices with the same measurement can adversely affect length calculations, for example, United States Department of Transportation mileage reports.

Examples

Non-monotonic—The following image illustrates two (2) line features with z-values and m-values that are not strictly increasing or decreasing in value:

Supported workflows

ArcGIS Data Reviewer checks support multiple methods for implementing automated review of data. The following table identifies the supported implementation methods for this check:

Validation			Constraint
Reviewer batch job	Reviewer map rule	Attribute (validation) rule	Yes (ArcGIS Pro 2.4 or later)
Yes	Yes	Yes (ArcGIS Pro 2.5 or later)

Note:

Map-based Reviewer rules are deprecated as of ArcGIS Pro 2.8 and are no longer recommended for use. This functionality will be removed in the next major release of ArcGIS Pro. It is recommended that you migrate automated review workflows to Data Reviewer capabilities available in attribute rules.

Syntax

Parameter	Required	Description	Workflows
Input Layers	Yes	The input feature layers evaluated by the rule. Valid inputs for this rule type are polyline features that are z- or m-enabled. Click the Forward button to apply filtering to specific features in the feature layer.	Validation (map rules)
Subtype	No	The subtype to which the rule is applied.	Constraint
			Validation (attribute rules)
Attribute	No	A query that identifies the features to which the rule is applied.	Validation (attribute rules)
Evaluate	Yes	The property to be evaluated. Choose either z-values or m-values for evaluation.	Constraint
			Validation
Search Goal	Yes	Error conditions evaluated by the rule. Any feature whose values match those defined in the rule is returned as an error. Non-Monotonic Features—Feature vertices are returned when vertices are not strictly increasing or decreasing in value. Level Values (From = To)—Features are returned when the From node is equal to the To node. Decreasing Values (From > To)—Features are returned when the From node is greater than the To node. Increasing Values (From < To)—Features are returned when the From node is less than the To node.	Constraint
			Validation
Triggers	Yes	The editing events that trigger the rule to take effect. Insert—Triggers the rule when a new feature is added Update—Triggers the rule when a feature is updated Delete—Triggers the rule when a feature is deleted	Constraint
Title/Name	No	A unique title or name for the rule. This information is used to support data quality requirement traceability, automated reporting, and corrective workflows.	Constraint
			Validation
Notes/Description	No	A description you define of the error when a noncompliant feature is found. This information is used to provide guidance to facilitate corrective workflows.	Constraint
			Validation
Severity	No	The severity of the error assigned when a noncompliant feature is found. This value indicates the importance of the Reviewer result relative to other results. Values range from 1 to 5, with 1 being the highest priority and 5 being the lowest.	Validation
Tags	No	Tag property of the Reviewer rule. This information is used in rule authoring and management workflows to support traceability and reporting of data quality requirements.	Constraint
			Validation

Notes

• Polyline features must be either z-enabled or m-enabled to be used in this check.
• Differences in z-values or m-values between adjacent vertices that are within the z-tolerance or m-tolerance are not compared when evaluated for monotonicity.
• Polyline features must have a defined vertical coordinate system to be used in this check for evaluating z-values.
• A feature’s From node and To node values are used to determine whether z-values or m-values should be strictly increasing or decreasing when evaluated for monotonicity.
• Vertices that are within the feature's x,y tolerance are not compared when evaluated for monotonicity.
• Multipart features are evaluated in part order (Part 0, Part 1, and so on) when evaluated for monotonicity.
• When this check is authored as an attribute (validation) rule and multiple error conditions are detected on a feature (for example, non-monotonic and increasing), a single error feature is created. When this check is authored as a maps-based rule or contained in a Reviewer batch job, an error result is created for each condition.
• The Attribute filter parameter is limited to comparison (=, <>, >, <, >=, <=) and logical (AND/OR, IN/NOT IN, LIKE/NOT LIKE, IS NULL) operators.
• When this check is authored as a map-based rule, verify that the filter parameters using database-specific SQL functions are the same as from those supported in your production environment.