Regression Trends SMART R-Plugin

An example on how to use the R plugin with pre-written code to analyze illegal activity data in protected areas via the Spatial Monitoring and Reporting Tool (SMART).
In this example, we use a code snippet along with SMART queries of illegal activity observations (traps, illegal hunting camps, and offenders), and divide them by effort (daily km of patrols) to obtain a density estimate for each. Then we plot them with a linear and LOESS regression to examine the general and fluctuating trends in the data.
Get the code here:
github.com/RJG...

[@haivvemvang7731]

Great video for SMART user.

[@haivvemvang7731]

Hello brother, could you please start with SMART step again?

[@RJG_Ecology]

In SMART, the initial step is to install the R plugin (on SMART Desktop), which you can then access through the Queries tab. Once you have the plugin, you can get this script from here: github.com/RJGrayEcology/smartR/blob/main/Regression_plots.R Then you add the script in the R plugin on SMART Desktop and run. If you are using the SVW data model, then the script does not need to be modified. If you are using a different data model, you may have to modify the script to represent the names of your data fields.

[@haivvemvang7731]

@@RJG_Ecology many thank you for your reply to me, first of all I would like to tell you that my English is poor some time it might hard to understand my message. continue our point, I already install R plugin and added the script to the R queries, but my issue is my data model is different. So, now II need to know your queries step and see your queries column names for my understanding to edit the R code/script in my data model and queries. Many thanks again.

[@RJG_Ecology]

@@haivvemvang7731 If you have a different data model, then all of the fields (columns) I include in this video should still exist, they just have different names. So you need to query those same fields in SMART, but use the names that exist in your own data model. Also, you might want to make a linear model for things other than traps, camps, and offenders. In which case you can just pick any three data types in your own SMART query and run those instead. If you try it and run into any errors, let me know and I will try to help

[@haivvemvang7731]

@@RJG_Ecology Many thanks, I will try to do it and let you know again.

[@chivang]

@@RJG_Ecology could I share my SMART database with you and then can you revise the script and revert to me?