Patchworks User Guide
June 2021 release
Copyright © 2021 Spatial Planning Systems
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DOCUMENTATION IS PROVIDED 'AS IS' AND ALL EXPRESS OR IMPLIED CONDITIONS, REPRESENTATIONS AND WARRANTIES, INCLUDING ANY IMPLIED WARRANTY OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE OR NON-INFRINGEMENT, ARE DISCLAIMED, EXCEPT TO THE EXTENT THAT SUCH DISCLAIMERS ARE HELD TO BE LEGALLY INVALID. |
June 2021
Table of Contents
- Preface
- Using Patchworks
- Introduction
- Installing the Patchworks software
- Quick Tour Part I: Getting Started
- Key Concepts
- Quick Tour Part II: Transportation and Patches
- Accounts
- Controlling Patchworks
- The PIN file
- Target Charts
- Target Chart Options
- Modifying the objective function using target charts
- Adjusting Values and Weights in a Target Chart
- Adjusting Target Values and Weights Using a Table
- Viewing Annual or Periodic Target Values
- Non-linear scaling and discount rate adjustments
- Saving Target Values and Weights
- Other Options for Adjusting Target Charts
- Editing Treatment Schedules
- Adjusting Block Eligibility using the Timing Constraint Editor
- Starting and Pausing the Scheduler
- Saving and Reloading Scenarios
- Working with scenarios
- Automating Patchworks
- Exploring data in Patchworks
- Table Viewer
- Map Viewer
- Detailed Data Inspectors
- Adjusting Map Symbology
- Creating Reports
- Introduction to Reports
- Anatomy of a Report
- Accessing, Viewing and Saving Reports
- Adding Reports to the Report Writer
- Common Reports
- General Purpose Reports
- Special Purpose Reports
- Comparison Reports
- Scenario Reports
- Legacy Reports
- Preparing for an Analysis
- Quick Tour Part III: Preparing Patchworks Datasets
- Patchworks Forest Model
- The Patchworks data model
- Road Networks
- Technical appendices
- Patchworks Technical Support
- Answers to Frequently Asked Questions
- ForestModel References
- ForestModel — The main enclosing element for the ForestModel XML document
- define — defines inventory fields and variables
- assign — temporarily assigns values to fields
- input — states input file fields for area and origin
- output — defines output filenames
- attribute — a curve that describes a feature or product related to selected stratum
- attributes — collection of similar attributes
- expression — A simple linear equation that describes the vertices that make up time series data
- curve — describes the vertices that make up time series data
- point — provides inflection points of a curve
- curvetable — a column-oriented table of curves that make up time series data
- column — specifies conversion parameters for a column in a curvetable
- select — defines eligibility for a given stratum of inventory
- succession — specifies overstory breakup timing, renewal timing and change in forest characteristics
- track — a collection of possible treatments
- treatment — define treatment type and response for a track selection
- package — defines a treatment package composed of a sequence of treatments
- produce — allows for assignment of stratification values during the resolution of product values
- transition — update stratification values after a treatment has been applied
- features — defines a collection of feature attributes
- products — defines a collection of product attributes for the selection
- retention — optional within block retention definition
- Patchworks Applications
- Compose Animation — Creates a GIF format animation from multiple input image files.
- Dissolve Polygons — A simple polygon dissolve utility
- Extract curves from an XML file — Extract curves from a ForestModel XML file, and saves the values in CSV format.
- Generate Lattice — Create a lattice of line segments in ESRI generate format
- GridASCII — Creates an ASCII format grid file from an ESRI binary grid file.
- Console — The IProperties program opens a command console through which the user can execute scripts using a Java-like language.
- Compute Zone Majority (raster) — A tool to compute overlaps between polygons in a base coverage and a zone coverage using a raster algorithm
- Compute Zone Majority (vector) —
- Map Viewer — A general purpose map viewer tool
- Build Road Segments —
- PolyGrid — Rasterize a polygon file
- Matrix Builder —
- Proximal Topology (raster) — program to generate,using a raster based algorithm, polygon distances to neighbouring polygons.
- Polygon Splitter — Program to split polygons into pieces
- Proportional allocation — Calculates a proportional allocation for succession and treatment response outcomes based on the STRAP algorithm.
- Inspect Tracks — Visually review track data sets.
- SFMM Model Conversion — A program to convert SFMM input files to ForestModel XML format
- Woodstock Model Conversion — Woodstock to ForestModel XML conversion wizard.
- Patchworks Attributes Tables
- Patchworks Query Language
- Data Types
- Forming Expressions
- Functions
- Mathematical functions
- abs — Returns the absolute value of the input number.
- ageclass — This functions will convert an age to an age class category.
- ceil — Rounds a number up to the next nearest mathematical integer value.
- exp — Returns e raised to the power of number
- floor — Rounds a number down to the next nearest mathematical integer value.
- inrange — Test if a numeric value is within to other values.
- int — Converts the input number or string into an integer value.
- isinfinite — Test if a value represents an infinite value.
- isnan — Test if a value represents an invalid value (Not A Number).
- log — Returns natural logarithm (base e) of a number
- max — Returns the largest value in a set of values.
- min — Returns the smallest value in a set of values.
- number — Converts the input number or string into an double precision number value.
- percent — Return the first value as a percentage of the second number.
- pow — Return the result of a number raised to a power.
- random — Return a pseudo random value between 0 and 1.
- round — Returns the closest integer to the argument.
- sqrt — Returns the correctly rounded positive square root of a number.
- String functions
- endswith — Tests if a string ends with the specified suffix.
- format — Returns a formatted string using the specified format string and arguments.
- indexof — Return the starting position of a substring within a string.
- lastindexof — Return the starting position of a substring within a string, searching from the end forward.
- left — Return the specified number of characters from the start of a string.
- length — Return the length of a string.
- lower — Convert a string to lower case.
- matches — Tests if a string matches with a regular expression.
- matchgroup — Extract a substring from a string using a regular expression.
- replaceall — Return a string replacing all occurrences of one substring with another.
- right — Return the specified number of characters from the end of a string.
- spcomp — Return a percent species composition value from species composition string like used by the Ontario MNRF. In the alternate form encode a series of values in to a species composition string.
- startswith — Tests if a string starts with the specified suffix.
- string — Converts the input value into a string value.
- substring — Returns a string that is a substring of this string.
- trim — Trim white space from the beginning and ending of a string.
- upper — Convert a string to upper case.
- Lookup functions
- lookuplist — Extract a value from a list.
- lookuptable — Extract a value from a list.
- map — Extract a value from a list.
- range — Classifies a number in to a numeric range category.
- Control functions
- Curve functions
- attribute — Return a reference to an attribute curve that has the matching attribute label.
- attributeid — Return a reference to an attribute definition that has the matching id value.
- curve — Return a curve defined by a series of X and Y points.
- curvefloor — Reshape a curve to not have values descending below a floor value.
- curveid — Return a reference to curve definition that has the matching id value.
- curvemaxx — Return the highest x value in the curve.
- curvemaxy — Return the highest y value in the curve.
- curveminx — Return the lowest x value in the curve.
- curveminy — Return the lowest y value in the curve.
- discount — Return discount curve.
- domainof — Return the first value on the domain axis for the specified value from the range axis.
- lookupcurve — Return the interpolation of a value along a curve.
- mai — Return a mean annual increment curve.
- operable — Return a feature curve that is trimmed to the operable timing.
- shiftcurve — Return a curve that has been shifted by a specified amount.
- ytp — Return the age of the highest point along a curve.
- List functions
- Data functions
- area — Return the area of a polygon.
- column — Return a value from the data table.
- columntest — Return a value from the data table or a default expression.
- dominantcolumn — Return the name of the column having the highest value.
- getenv — Return the value of an environment variable.
- getvar — Return the value of previously saved value.
- length — Return the length of a line feature.
- nonzerocolumn — Return the name of the first matching column having a nonzero value.
- offset — Return the offset (year in the future) for the current calculation.
- period — Return the planning period for the current calculation.
- row — Return the data row number for the current calculation.
- setvar — Evaluate an expression, save and return the value.
- summarizecolumns — Add the values from all columns that match the regular expression.
- summarizeperiods — Add the values of an exprssion over a set of periods.
- year — Return the year in the future (offset) for the current calculation.
- Selection functions
- intersection — Return the set of features from the polygon table that are intersected by selected features in the network table.
- neighbours — Return the set of polygon features that are neighbours of a selected set of polygon features.
- selectbylocation — Return a selection of records based on a proximity to selected features in a second data source.
- selected — Return a true if the record is in the selected set, false otherwise.
- selection — Return a selection of records based on an expression.
- Data type promotion
- Examples
- Regular Expressions
- Report Syntax
- Common Parameters to all Report Constructors
- Index Report
- Multiple Target Report
- Target Limit Report
- Text Report
- Period Pattern Report
- Period Category Report
- Category Pattern Report
- Category Category Report
- Map Report
- Patch Report
- Objective Progress Report
- Range Indicator Chart Report
- Box and Whisker Chart Report
- Route Cost Report
- Table Query Report
- Raster Remap Report
- Patchworks script library
- 00_startup — Patchworks system initialization script.
- adjustWeightsRelative — This script will adjust the weight values so that the accounts will compete against each other in an equitable manner.
- analyze — These methods can be used to control the duration of a simulation.
- analyze_safe — This method is similar the the analyze method, but it will periodically save out the scenario files in order to protect against power failures or other interuptions.
- changeToScriptDirectory — This script will change the working directory into the directory of the active calling script.
- clearTargets — This method will turn all targets to inactive.
- confirm — This method will present a dialog box and query for an 'Ok' or 'Cancel' answer.
- copyTable — Copy a table to a text file, in simple CSV format.
- filterCSV — This routine will read a CSV file and create a copy that contains only the selected records.
- findInFeaturesFile — This script will search through a 'features.
- guiControl — This code in this method assists in controlling and customizing the Patchworks user interface.
- loadScripts — This method will load all of the BeanShell scripts from a specified folder.
- loadSrnvTargets — This script will assist in defining reports and setting targets for the Ontario Landscape Guide prescriptive indicators.
- lockExclusives — Set the locking status for an exclusive account for all selected blocks in the block table.
- makeAnimation — The methods in this file will create simple GIF animations from a series of images.
- makeZip — These methods will create a Zip archive containing the contents of a specified folder.
- maximizeSustainableYield — This method implements a binary-search sustainable harvest level calculator, written by Greg Paradis.
- objective — The methods in this file are useful for setting up scenario automation using ScenarioSets.
- pause — These methods will present a dialog box and pause until clicked.
- reloadExclusiveLocks — Reload the all of exclusive account locks from a previously saved scenario.
- reloadExclusives — Reload the all of exclusive account options from a previously saved scenario.
- reloadRoutes — Reload the all of route files from a previously saved scenario.
- reloadScenario — Reload the all of scenario data from a previously saved scenario.
- reloadSchedule — Reload the schedule data from a previously saved scenario.
- reloadTargets — Reload the target data from a previously saved scenario.
- reloadTimingConstraints — Reload the timing constraint data from a previously saved scenario.
- resaveReports — These methods are used to load up and save out scenarios.
- safelyRenameFile — Rename a file to a backup, and then rename the replacement.
- select — This script will present a dialog box and query for a list selection .
- selectivelyCancelTreatments — This script will cancel treatments based on a selection criteria and a range of periods.
- setActive — Toggle target activation status for target with label "label" @param label The target to set @param active The activation status to be set.
- setInitialAnnual — These methods will set the initial target values of the specified target.
- setInitialPeriodic — These methods will set the initial target values of the specified target.
- setMaxWeight — These methods will set the maximum weight values of the specified target.
- setMaximum — These methods will set the maximum target values of the specified target.
- setMaximumAnnual — These methods will set the maximum target values of the specified target.
- setMaximumPeriodic — These methods will set the maximum target values of the specified target.
- setMinWeight — These methods will set the minimum weight values of the specified target.
- setMinimum — These methods will set the minimum target values of the specified target.
- setMinimumAnnual — These methods will set the minimum target values of the specified target.
- setMinimumPeriodic — These methods will set the minimum target values of the specified target.
- setOptions — This script will display a menu listing the BeanShell variables that were specified in the input list.
- setTarget — This method will set the minimum and maximum target values of the specified target.
- setTargetAnnual — This method will set the minimum and maximum target values of the specified target.
- setTargetPeriodic — This method will set the minimum and maximum target values of the specified target.
- showTargetMenu — Apply a list of targets.
- simulate — Simple sequential simultion model.
- sourceGlobal — Source a Beanshell script into the global context.
- tempFile — These methods create unique, not previously used file names.
- Advanced Scripting
- Creating a Core Boundary — The Core Boundary script creates a shape file that contains core areas which include interspersions and inclusions.
- Global Variables Used by the Patchworks System
- Release notes
- October 2021
- September 2021
- August 2021
- July 2021
- June 2021
- May 2021
- March 2021
- February 2021
- January 2021
- December 2020
- November 2020
- October 2020
- September 2020
- August 2020
- July 2020
- June 2020
- May 2020
- April 2020
- March 2020
- February 2020
- January 2020
- November 2019
- October 2019
- September 2019
- August 2019
- July 2019
- June 2019
- April 2019
- March 2019
- February 2019
- January 2019
- December 2018
- October 2018
- September 2018
- August 2018
- July 2018
- June 2018
- May 2018
- April 2018
- March 2018
- January 2018
- December 2017
- November 2017
- October 2017
- September 2017
- August 2017
- July 2017
- June 2017
- May 2017
- April 2017
- March 2017
- February 2017
- January 2017
- December 2016
- November 2016
- October 2016
- September 2016
- August 2016
- July 2016
- June 2016
- May 2016
- April 2016
- March 2016
- February 2016
- January 2016
- December 2015
- November 2015
- October 2015
- September 2015
- August 2015
- June 2015
- May 2015
- April 2015
- March 2015
- February 2015
- January 2015
- November 2014
- September 2014
- August 2014
- July 2014
- June 2014
- May 2014
- April 2014
- March 2014
- February 2014
- October 2013
- August 2013
- July 2013
- June 2013
- April 2013
- March 2013
- February 2013
- January 2013
- December 2012
- November 2012
- October 2012
- September 2012
- April 2012
- March 2012
- February 2012
- December 2011
- November 2011
- October 2011
- September 2011
- August 2011
- July 2011
- March 2011
- February 2011
- January 2011
- December 2010
- November 2010
- September 2010
- August 2010
- July 2010
- June 2010
- May 2010
- April 2010
- March 2010
- January 2010
- December 2009
- November 2009
- October 2009
- September 2009
- August 2009
- July 2009
- June 2009
- May 2009
- April 2009
- March 2009
- February 2009
- January 2009
- December 2008
- November 2008
- September 2008
- August 2008
- July 2008
- June 2008
- May 2008
- April 2008
- March 2008
- February 2008
- November 2007
- October 2007
- September 2007
- August 2007
- July 2007
- May 2007
- April 2007
- March 2007
- February 2007
- January 2007
- December 2006
- November 2006
- October 2006
- August 2006
- July 2006
- May 2006
- April 2006
- March 2006
- January 2006
- December 2005
- November 2005
- September 2005
- August 2005
- July 2005
- June 2005
- May 2005
- April 2005
- March 2005
- February 2005
- January 2005
- December 2004
- November 2004
- September 2004
- August 2004
- July 2004
- June 2004
- October 2003
- September 2003
- July 2003
- June 2003
- February 2003
- September 2002
- August 2002
- July 2002
- June 2002
- March 2002
- December 2001
- November 2001
- Copyright statements
- Java options
List of Figures
- 1. The Application Launcher dialog.
- 2. The PIN file dialog.
- 3. The Patchworks loading progress dialog.
- 4. The Patchworks Map Viewer.
- 5. Patchworks Map Viewer, zoomed in to a larger map scale.
- 6. The Query tool dialog
- 7. Viewing block attributes in the Table Viewer.
- 8. Zoom to selected features.
- 9. The Target Chart control panel.
- 10. The conifer harvest account.
- 11. Popup menus on the block layer
- 12. The Treatment Viewer for block 3517.
- 13. Results of treatment to block 3517.
- 14. Targets achieved by harvesting block 3517.
- 15. State of Conifer Yield and VQO targets while scheduler seeks a stable solution
- 16. Treated area in Period 5.
- 17. The Reports Tab.
- 18. The harvest volume report.
- 19. Creating blocks from the inventory
- 20. Unmanaged and managed portions within blocks
- 21. Example attribute curves
- 22. Cube of data - Blocks, attributes and planning horizons
- 23. Target chart for conifer growing stock
- 24. Order of simulated growth, succession and treatments
- 25. Convergence of the Objective Function
- 26. Mill locations for the Crowsnest Pass planning model
- 27. The Application Launcher dialog.
- 28. Results of 'CC' harvest for block 13352
- 29. Viewing patch statistics for a single block
- 30. Opening all active targets using the Windows menu
- 31. Using the Windows Taskbar to arrange open windows
- 32. Resulting harvest pattern with routes for Crowsnest Pass
- 33. The Target Chart Associated with the Account for Conifer Yield
- 34. Categories of Attributes and Accounts in the Block Attribute Table
- 35. Adding groups to the PIN file
- 36. Patch criteria attribute
- 37. Check your neighbours!
- 38. Check your neighbours' neighbours!
- 39. Product accounts for single destination account
- 40. Multiple destination accounts
- 41. Exclusive account information in block attribute table
- 42. Duplicate accounts for tracking mill quotas
- 43. Route cost account construction
- 44. Unutilized surplus accounts
- 45. Exclusive dependent account configuration
- 46. Sample Dataset Complete Route Model - C5_full.pin
- 47. Exclusive account information
- 48. Route account information
- 49. Patch account information
- 50. The account flow chart dialog
- 51. Account flow chart for the C5_Full sample model
- 52. Flow chart of yield and route accounts
- 53. Flow chart of harvest patch accounts
- 54. Flow chart of VQO group accounts
- 55. Access to PIN Builder from Application Chooser
- 56. Dialog boxes within the PIN builder
- 57. Adding additional code to the PIN file
- 58. Target Chart Directory Tree
- 59. Quick Tour of a Target Chart
- 60. Access Treatment Viewer
- 61. Treatment Viewer
- 62. The Timing Constraint Editor
- 63. 'One Way' Relationship of Constraint Editor
- 64. Grouping Blocks into Zones
- 65. Availability vs. Eligibility
- 66. Select reports to save
- 67. Create a scenario output folder
- 68. Loading a saved scenario
- 69. Scenarios Saved in Folders
- 70. Setting up a Target for the Old Seral Stage in the Target Chart
- 71. Setting up a Target for the Old Seral Stage in the Console
- 72. Example Targets from the Sample Dataset
- 73. Example Scenarios from the Sample Dataset
- 74. Possible Target Set for the Crowsnest Pass
- 75. Relationship between the common and scenario set beanshell files
- 76. Sourcing the Scenario Set from the Patchworks console
- 77. The Patchworks console and the Set batch processing option windows
- 78. The main Patchworks window
- 79. The Table Viewer
- 80. The Query Tool
- 81. Layer Properties dialog box
- 82. Identify Features
- 83. Access Treatment Viewer
- 84. Treatment Viewer
- 85. Layer Properties dialog box
- 86. Symbol Editor Dialog Box
- 87. Select a Colour dialog box
- 88. Show constructor for map symbology
- 89. Report Anatomy
- 90. Report Writer Directory Tree
- 91. Add Report
- 92. Report Wizard Panes
- 93. Example of a Multiple Target Report
- 94. HTML Index Report
- 95. Multiple Target Report HTML Table
- 96. PNG Sub-Report produced by Multiple Target Report
- 97. Target Limit Report compared to the Multiple Target Report
- 98. Target Limit Report HTML Table
- 99. PNG Sub-Report produced by Target Limit Report
- 100. Text Report HTML Report
- 101. General Purpose Report Matrix - Report Names
- 102. General Purpose Report Matrix - Examples
- 103. Period Pattern Report HTML Table
- 104. PNG Sub-Report produced by Period Pattern Report
- 105. Period Category Table in HTML format
- 106. PNG Sub-Report produced by Period Category Report
- 107. Category Pattern Report HTML Table
- 108. PNG Sub-Report produced by a Category Pattern Report
- 109. Category Pattern Report HTML Table
- 110. PNG Sub-Report produced by a Category Category Report
- 111. Map produced by Map Report
- 112. Patch Report HTML Table
- 113. PNG Sub-Report produced by Patch Report
- 114. First chart produced by Objective Progress Report
- 115. Second chart produced by Objective Progress Report
- 116. Range Indicator Chart Report HTML Table
- 117. PNG Sub-Report produced by Range Indicator Chart Report
- 118. Box and Whisker Chart Report
- 119. Route Cost HTML Table
- 120. Route Cost .png Report
- 121. Compare Report Constructor
- 122. Comparison Writer PNG Sub-Report
- 123. Comparison Writer HTML Table
- 124. Range Indicator Compare Report Constructor
- 125. Range Indicator Compare Report PNG Sub-Report
- 126. Constraint Editor -- Block Availability
- 127. Treatment Editor -- View Treatment Schedule
- 128. Target Status Report Constructor
- 129. Target Summary Report Constructor
- 130. HTML Target Level Sub-Report
- 131. PNG Target Level Sub-Report
- 132. Standard Report Constructor
- 133. Standard Report HTML Table
- 134. PNG Sub-Report produced by Standard Report
- 135. Period Range Report Constructor
- 136. Period Range Table in HTML format
- 137. PNG Sub-Report produced by Period Range Report
- 138. Category Report Constructor
- 139. Category Report HTML Table
- 140. PNG Sub-Report produced by a Category Report
- 141. Period Value Report Constructor
- 142. Period Value Report HTML Table
- 143. PNG Sub-Report produced by Period Value Report
- 144. Range Report Constructor
- 145. Range Report Table in HTML format
- 146. PNG Sub-Report produced by Range Report
- 147. Steps to building a Patchworks model
- 148. Map Viewer, showing inventory layer
- 149. The Proximal Topology (raster) Tool
- 150. Locating fragments to group
- 151. Topology Calculation
- 152. Fragment eligibility criteria
- 153. Stratfication columns
- 154. Fragment attributes
- 155. Blocking parameters
- 156. Block size target
- 157. The Group Fragments Window
- 158. Forwarding direction
- 159. Raster Majority Tool dialog
- 160. Proximal topology for the block shape file
- 161. Set Parameters
- 162. Woodstock conversion - planning horizon
- 163. Woodstock conversion - Response to treatment
- 164. Woodstock conversion - Yield curve adjustment
- 165. Woodstock conversion - Default curve names
- 166. Woodstock conversion - Final curve names
- 167. Woodstock conversion - Theme area attributes
- 168. Input Files Required for Matrix Builder
- 169. Select the output folder
- 170. The Matrix Builder
- 171. PIN Builder dialog
- 172. PIN Builder Optional Elements dialog
- 173. PIN Builder 'Add topology' dialog
- 174. PIN Builder 'Patch account' dialog
- 175. Data Flow Diagram
- 176. Example Block from XML definition
- 177. Patchworks entity relationship diagram
- 178. Feature attribute curves for
Track.22(unmanaged portion of block27) - 179. Feature attribute curves for
Track.23(unmanaged portion of block27) - 180. Product attribute curves that apply to the
CCtreatment on block27(taken fromTrack.23). - 181. Build Road Segments Tool
- 182. Multiple direction road segment
- 183. Example of feature curves using succession rules
- 184. RangeLabel
- 185. Objective Progress Report Constructor
- 186. Range Indicator Chart Report Constructor
- 187. Raster Remap Report Constructor
- 188. Contrasting a patch and a core
- 189. An example of a patch and a core
List of Tables
- 1. Patch statistic field description
- 2. Patch Sub-Account Types
- 3. Fields required by the group fragments tool
- 4. Diagnostic fields generated by the Group Fragments Tool
- 5. Core input files
- 6. Block file format description
- 7. Trackname file format
- 8. Feature file format description
- 9. Curve file format description
- 10. Treatments file format description
- 11. Products file format
- 12. Required fields for spatial route data
- 13. Clearcut responses
- 14. Partial harvest responses
- 15. Block Table Attributes
- 16. Target Table Attributes
- 17. Performance Table Attributes
- 18. Timing Constraint Table Attributes
- 19. Timing Constraint Values
- 20. Route Table Attributes
- 21. Network Table Attributes
- 22. Network Table Attributes (continued)
- 23. Primitive data types.
- 24. Promotion of data types.
List of Examples
- 1. Defining a visual quality target in the
common.bshfile - 2. Defining a harvest volume target in the
common.bshfile - 3. A possible
scenarios.bshfile - 4. Label definition in SQL Syntax
- 5. Label definition in JSP Syntax
- 6. Add New Report Command
- 7. Creating a new Range in PIN file
- 8. Creating a new Range in PIN file
- 9. Define input inventory fields and feature attributes
- 10. Defining feature attributes using Attribute Sets
- 11. Sample block file records
- 12. Sample feature file records
- 13. Sample curve file records
- 14. Sample treatments file records
- 15. Sample products file records
- 16. Records from the treatments file
- 17. Batch execution
- 18. Creating a new Range in PIN file
- 19. Creating a new Range in the PIN file
- 20. Creating a new Category Array in the PIN file
- 21. Creating a Category with all values from column in the PIN file