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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!



Mapping Earthquake Deformation in Taiwan With ENVI

Mapping Earthquake Deformation in Taiwan With ENVI

12/15/2025

Unlocking Critical Insights With ENVI® Tools Taiwan sits at the junction of major tectonic plates and regularly experiences powerful earthquakes. Understanding how the ground moves during these events is essential for disaster preparedness, public safety, and building community resilience. But traditional approaches like field... Read More >

Comparing Amplitude and Coherence Time Series With ICEYE US GTR Data and ENVI SARscape

Comparing Amplitude and Coherence Time Series With ICEYE US GTR Data and ENVI SARscape

12/3/2025

Large commercial SAR satellite constellations have opened a new era for persistent Earth monitoring, giving analysts the ability to move beyond simple two-image comparisons into robust time series analysis. By acquiring SAR data with near-identical geometry every 24 hours, Ground Track Repeat (GTR) missions minimize geometric decorrelation,... Read More >

Empowering D&I Analysts to Maximize the Value of SAR

Empowering D&I Analysts to Maximize the Value of SAR

12/1/2025

Defense and intelligence (D&I) analysts rely on high-resolution imagery with frequent revisit times to effectively monitor operational areas. While optical imagery is valuable, it faces limitations from cloud cover, smoke, and in some cases, infrequent revisit times. These challenges can hinder timely and accurate data collection and... Read More >

Easily Share Workflows With the Analytics Repository

Easily Share Workflows With the Analytics Repository

10/27/2025

With the recent release of ENVI® 6.2 and the Analytics Repository, it’s now easier than ever to create and share image processing workflows across your organization. With that in mind, we wrote this blog to: Introduce the Analytics Repository Describe how you can use ENVI’s interactive workflows to... Read More >

Deploy, Share, Repeat: AI Meets the Analytics Repository

Deploy, Share, Repeat: AI Meets the Analytics Repository

10/13/2025

The upcoming release of ENVI® Deep Learning 4.0 makes it easier than ever to import, deploy, and share AI models, including industry-standard ONNX models, using the integrated Analytics Repository. Whether you're building deep learning models in PyTorch, TensorFlow, or using ENVI’s native model creation tools, ENVI... Read More >

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Finding the next power of two

Anonym
Ron Kneusel emailed our internal PWUISATAI (People Who Use IDL Sitting Around Talking About IDL) group yesterday with a clever function he saw in some CUDA C code to calculate the next power of two greater than or equal to a given integer. His IDL translation:
function next_power_2, x
   compile_opt idl2, logical_predicate

   n = x - 1 ; protects input
   n = ishft(n, -1) or n
   n = ishft(n, -2) or n
   n = ishft(n, -4) or n
   n = ishft(n, -8) or n
   n = ishft(n,-16) or n
   n = ishft(n,-32) or n
   n = ishft(n,-64) or n

   return, ++n
end
Both ISHFT and the OR operator are used here to perform bitwise operations on the input integer. Here's an example of using NEXT_POWER_2:
IDL> a = 3565946L
IDL> b = next_power_2(a)
IDL> print, b
     4194304
IDL> factor, b

            22
 4194304 = 2
I've used Ray Sterner's FACTOR, a part of the IDL astrolib, to learn that 4194304 is 222. Atle Borsholm replied to the group with an alternate take:
function n2, x

   return, ishft(1ull,total(ishft(1ull,indgen(64)) lt x, /integer))
end
that gives the same result:
IDL> b = n2(a)
IDL> print, b
     4194304
Atle commented that although his version is shorter, Ron's may be faster. I was curious, so I made a simple time test:
pro time_test_next_power_2
   compile_opt idl2

   n_iter = 1e6
   x = 275259L

   t0 = systime(/seconds)
   for i=1, n_iter do !null = next_power_2(x)
   t1 = systime(/seconds)
   print, 'NEXT_POWER_2:', t1-t0, format='(a15,f12.8,1x,"s")'

   t0 = systime(/seconds)
   for i=1, n_iter do !null = n2(x)
   t1 = systime(/seconds)
   print, 'N2:', t1-t0, format='(a15,f12.8,1x,"s")'
end
and ran it on my laptop:
IDL> time_test_next_power_2
  NEXT_POWER_2: 2.14159489 s
            N2: 2.77271295 s
So, Ron's version is slightly faster. In either case, we hope you might find these functions handy! Update: An even simpler version from a zero-padding routine I'd written long ago:
IDL> a = 3565946L
IDL> b = 2UL^ceil(alog(a)/alog(2))
IDL> print, b
     4194304
Note: I'll be out on vacation for a bit, so I have some guest bloggers lined up for the next few weeks.
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