Jump to content

How to deal with images from different sensors - Landsat and SPOT for creating NDVI time series analysis?


Recommended Posts

Hello Colleagues,

I really need help and fast too.

I am carrying out a change trajectory change detection analysis looking at how much has changed over the last 25 to 30 years over a local community.

My timeline for this review is between 1986 to 2012.  I want to generate a NDVI time series over this area so I need at least 15 images to compute NDVI and subject it into a statistical analysis.

Landsat data over this area within 1985 to 2000 is very sparse and so there is a huge data inconsistency approx. 5 -6.

SPOT 1-5 has about 9 images over this area.

As a beginner with these image processing software,  I have the following questions:

1.    Is it scientifically valid to use available SPOT 1-4 and SPOT 5 images to fuse with corresponding Landsat  images of the same year in order to enhance the not too good landsat images of those years? And then build up my time series archives with the good quality Landsat images?  And what is the best fusion model? Can I simply use Mosaicking in ERDAS Imagine ?

2.    Or do I just carry out necessary radiometric and geometric corrections of the good  Landsat and SPOT 1-4    images over the area and then build a time series with data from the two sensors?  Will I be committing any breach in known principles of image processing ?

3.    I sincerely look forward to your valuable inputs as I have very limited time with my work.

4.    Thank you all in advance

Link to comment
Share on other sites

I just delete your double post in different sub forum, stay tune in this topic only

1. fusing two different image? so you mean pan-sharpening? then injecting spatial information to another spatial information will make some information to lost

see here for detail :

http://www.mdpi.com/2220-9964/3/2/507/pdf

2. those two product have different spatial resolution, so Im afraid you will get inconsistency on the result, especially between SPOT and Landsat result

Link to comment
Share on other sites

Here is my suggestion ( I am not including pre-processing or post processing methods of images, I assume you know this)

1- You set a time interval to study the NDVI based on the availability of data and your study area (the change of NDVI in desert cities is different than that in other cities). 

2- Of course you gonna use Landsat, so for the missing date, you gonna use SPOT images with better spatial resolution.

3- You usually do not enhance the spatial resolution of Landsat images because these images are the majority and the errors produced of each fusion will be huge for all images. what you do is to decrease the SPOT images spatial resolution to 30m, if that makes sense?. I even do not recommend fusing the images for NDVI analysis because their radiometric values will not be retained and you gonna lose a lot of information as Lurker said.

4- Do the statistical analysis.

Link to comment
Share on other sites

Question:

Where can I find and donwload free SPOT satelite images ?

I have read a year ago that the SPOT1-4 archive will be free, similar to Landsat archive.

What is the status for SPOT images ?

Download links for SPOT ?

:blink:

Edited by Arhanghelul
Link to comment
Share on other sites

Join the conversation

You can post now and register later. If you have an account, sign in now to post with your account.

Guest
Reply to this topic...

×   Pasted as rich text.   Paste as plain text instead

  Only 75 emoji are allowed.

×   Your link has been automatically embedded.   Display as a link instead

×   Your previous content has been restored.   Clear editor

×   You cannot paste images directly. Upload or insert images from URL.

×
×
  • Create New...

Important Information

By using this site, you agree to our Terms of Use.

Disable-Adblock.png

 

If you enjoy our contents, support us by Disable ads Blocker or add GIS-area to your ads blocker whitelist