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NV5 Geospatial Blog

Each month, NV5 Geospatial posts new blog content across a variety of categories. Browse our latest posts below to learn about important geospatial information or use the search bar to find a specific topic or author. Stay informed of the latest blog posts, events, and technologies by joining our email list!



From Image to Insight: How GEOINT Automation Is Changing the Speed of Decision-Making

From Image to Insight: How GEOINT Automation Is Changing the Speed of Decision-Making

4/28/2025

When every second counts, the ability to process geospatial data rapidly and accurately isn’t just helpful, it’s critical. Geospatial Intelligence (GEOINT) has always played a pivotal role in defense, security, and disaster response. But in high-tempo operations, traditional workflows are no longer fast enough. Analysts are... Read More >

Thermal Infrared Echoes: Illuminating the Last Gasp of a Dying Star

Thermal Infrared Echoes: Illuminating the Last Gasp of a Dying Star

4/24/2025

This blog was written by Eli Dwek, Emeritus, NASA Goddard Space Flight Center, Greenbelt, MD and Research Fellow, Center for Astrophysics, Harvard & Smithsonian, Cambridge, MA. It is the fifth blog in a series showcasing our IDL® Fellows program which supports passionate retired IDL users who may need support to continue their work... Read More >

A New Era of Hyperspectral Imaging with ENVI® and Wyvern’s Open Data Program

A New Era of Hyperspectral Imaging with ENVI® and Wyvern’s Open Data Program

2/25/2025

This blog was written in collaboration with Adam O’Connor from Wyvern.   As hyperspectral imaging (HSI) continues to grow in importance, access to high-quality satellite data is key to unlocking new insights in environmental monitoring, agriculture, forestry, mining, security, energy infrastructure management, and more.... Read More >

Ensure Mission Success With the Deployable Tactical Analytics Kit (DTAK)

Ensure Mission Success With the Deployable Tactical Analytics Kit (DTAK)

2/11/2025

In today’s fast-evolving world, operational success hinges on real-time geospatial intelligence and data-driven decisions. Whether it’s responding to natural disasters, securing borders, or executing military operations, having the right tools to integrate and analyze data can mean the difference between success and failure.... Read More >

How the COVID-19 Lockdown Improved Air Quality in Ecuador: A Deep Dive Using Satellite Data and ENVI® Software

How the COVID-19 Lockdown Improved Air Quality in Ecuador: A Deep Dive Using Satellite Data and ENVI® Software

1/21/2025

The COVID-19 pandemic drastically altered daily life, leading to unexpected environmental changes, particularly in air quality. Ecuador, like many other countries, experienced significant shifts in pollutant concentrations due to lockdown measures. In collaboration with Geospace Solutions and Universidad de las Fuerzas Armadas ESPE,... Read More >

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What the *bleep* is IDL doing: COMPILE_OPT

Anonym

If you are a modern IDL programmer, the line compile_opt idl2 is at the top of every function/procedure/method/$MAIN program you write.  If it's not, I'm here to convince you it should be. 

First off, what exactly is a compile_opt. A compile_opt is a statement which is processed by the IDL compiler to change the behavior of the compiler.  It is processed in order of the statements (meaning if you put a compile_opt in the middle of your code, it's effect would only apply to code after the compile_opt).

What does compile_opt idl2 do?  The idl2 flag sets two flags for the IDL compiler, DEFINT32 and STRICTARRDEFINT32 sets the default size of IDL integers to be 32-bits rather than 16-bits.  This is useful because it aligns the default behavior of IDL with the standard size of a C language long, so you can rely on the more liberal -2147483648 and 2147483647 underflow/overflow values of type longSTRICTARR  prevents IDL from using parenthesis for array indexing.

Why is this important?  Consider the following:

       offset = input(0)

       data = input[100] * offset

What is input?  One of the difficulties of untyped languages is the ability to discern the intent of code from a small context.  In this case, input could either be: a function and an array, or an array which is being accessed two different ways (valid syntax without compile_opt idl2).  By always putting compile_opt idl2 at the beginning of every function, this ambiguity is removed.

You might be thinking to yourself, "But I like indexing array's with parenthesis, I'll just stick compile_opt idl2 in any new code I write".  In the words of a once great robot, "DANGER! DANGER, WILL ROBINSON!"  Consider the following:

test22.pro

PRO test22

  resolve_routine, 'a', /either,/compile_full_file

 

  print, 'Answer = ', b('stuff')

 

END

----

a.pro

FUNCTION b, istuff

  COMPILE_OPT idl2, hidden

 

  RETURN, 'b'

END

 

 

FUNCTION a, istuff

  COMPILE_OPT idl2

 

  RETURN, 'a'

END

If you try to run test22, the function b will not be resolved.  This is because the symbols for test22.pro are generated before the resolve_routine and since there is no reference to b it will be treated as a variable.  After the resolve_routine, the compiler will not override the variable type of b for the function.  This problem will also present itself if you sick compile_opt idl2 in the middle of your code.  When IDL gets confused, you lose.

Here are some simple tricks to follow to avoid these pitfalls:

  1. Always put compile_opt idl2 at the top of your function/procedure.
  2. If your function doesn't have compile_opt idl2, add it!  Worse case, you have to refactor array parenthesis to brackets.  But this simple refactor will reduce headaches down the road by making your code more readable and extensible.
  3. If you are working in legacy code (and insist it remain legacy code), be aware if external code is using compile_opt idl2. If it is, double check your function/procedure/variable names to prevent IDL from getting confused.
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