Questions tagged [hyperspectral-sensor]

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How to interpret Orfeo-Toolbox Hyperspectral Unmixing results and calculate percentage of endmember abundance?

I understand that using the Hyperspectral Unmixing Tool in the Orfeo-Toolbox gives me the abundance matrix of the endmembers in a given pixel, what I want to do is to calculate the percentage each ...
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22 views

How to orthorectify pushbroom pixel locations with position and orientation data?

I'm trying to orthorectify/georectify data obtained from a hyperspectral line scanner via a UAV in Python. My system has both an RTK for highly accurate position data (long, lat), altitude readings (...
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71 views

How to convert large size hyperspectral from tif to lan

I tried to convert hyperspectral from .tif to .lan format. There are three file with size about 1.5GB , 750MB and 200MB respectively. I use this code from osgeo import gdal src_fname = 'file.tif' ...
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9 views

Opened image appears corrupted

I have a hyperspectral image that I am fusing with a multispectral image (of the same scene) on Matlab. I also have a reference image of the final result in order to be able to compare and evaluate ...
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39 views

Is it possible to download the raw data (in .csv form) for EO-1 Hyperion via the Descartes Labs Platform?

I'd like to import it into a Python file to work with it. Also, for EO-1 Hyperion, since I believe its relatively newly uploaded data, will I need to "clean" the data myself?
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19 views

Where to find open tabular hyperspectral data for machine learning research?

Where can i find open datasets regarding " Wheat/Maize Leaf Spectra with Associated water content, Potassium and Nitrogen Measurements" for machine learning research i.e. hyperspectral ...
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60 views

Google Cloud Image exporting blurry and small tiff images

I'm trying to export a image from GEE. For some reason, I'm getting a very small image size that is only 21x30 in dimensions. I'm trying to read it in Python and QGIS. Same problem in both platforms ...
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33 views

Extracting hyperspectral pixel values to shapefile?

I have developed a workflow for a question that might have an easier answer. Say you have a hyperspectral image and a set of polygons overlapping the image. I want to extract all pixel values that ...
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1answer
34 views

FLAASH produces weird peaks

I am applying FLAASH to atmospherically correct and convert to reflectance a hyperspectral image acquired by our airborne system. The problem is that FLAASH (using ENVI) outputs an image where all ...
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2answers
228 views

Using.divide to band math and output image is one color image using Google Earth Engine

When i used the.divide function to a previous substract of bands, my output result in the Map.addLayer is a totally full green square in the previously defined geometry. I've used this similar code to ...
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1answer
38 views

R Code for Hyperspectral Band Selection Using Ensemble Method [closed]

I am looking for an existing R code that could do band selection using hyperspectral images. I have seen codes that do random forest for instance, but I hoping to use a code that does an ensemble of ...
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1answer
121 views

R Code for Hyperspectral Indices

I am planning to use R to read hyperspectral images and calculate hyperspectral indices. There seems to be scripts available online, but mostly for multispectral images. For instance, this code for ...
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2answers
58 views

High-resolution, hyperspectral satellite imaging?

I am hoping to expand my (biology-focused) research to include satellite data. For this, I'd need satellite imaging that includes multiple values in the visible spectrum (specifically, above 490nm) ...
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72 views

Area under the spectral curve?

There is an existing similar question here that I have tried but didn't give me what I need. I have an image with 20 spectral bands. How do I compute the area under the spectral curve that is ...
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2answers
484 views

Feature normalization (scaling) for Hyperspectral images

I have been straggling with the concept of feature normalization for the hyperspectral images. Respect to my problem I have attached a picture of my problem which clearly stands the issue which I have....
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1answer
227 views

Using Hyperion with Google Earth Engine [closed]

I am trying to use Hyperion Data for my project, unfortunately even loading the Image Collection of Hyperion exceeds my maximum 2.5 GB Data Storage. Hyperion has a revisitrate of 200 Days, so a one ...
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115 views

6s atmospheric correction for hyper spectral data

I am trying to customize atmospheric correction for hyper-spectral data. Presently for Landsat I am using the i.atcorr GRASS GIS module. I want to know whether 6S atmospheric correction can be used ...
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125 views

When to rescale reflectance data to calculate vegetation indices

I'm attempting to calculate a number of vegetation indices using hyperspectral AVIRIS data in ENVI. Some of these indices are normalized, such as NDVI, whereas others are not, such as the Transformed ...
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2answers
2k views

ENVI band math incorrect values

I'm attempting to calculate vegetation indices in ENVI 5.2 using level-2 AVIRIS data in band math. The indices I'm working with are Vogelmann Red Edge 2, normalized difference red edge, and red edge ...
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50 views

white image while Trying to mosiac two hyperspectral data in ENVI

I am trying to mosaic two aviris-ng georefrenced hyoerspectral data but one of them become white in preview. so I am not able to mosaic the image.enter link description here error ink
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2answers
538 views

Making CIR imagery in QGIS

I want to compose a CIR image in QGIS. Images are part of sample dataset downloaded from Micasense website. I built virtual raster out of Red, Green and NIR rasters but the output file color scheme ...
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1answer
726 views

TypeError: 'BilFile' object does not support item assignment

I want to use Python and Spectral library to open a hyperspectral image as ENVI file (.hdr + .dat), rewrite some bands and then save the file in the same format. I have problem with this: "...
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1answer
294 views

Resampling hyperspectral data to Landsat 5 TM bands

The convolution of hyperspectral data to Landsat 5 TM bands is done by using the spectral response function (SRF, or Relative Spectral Response [RSR]) of Landsat 5 TM sensor. The ranges of each valid ...
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442 views

Database of labeled hyperspectral imagery

Are there any datasets of hyperspectral imagery that can be used for AI training and classification, comparable to ImageNet? The Universitat de Valencia has one listed on their site, HyperLabelMe, but ...
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200 views

How to seperate class labels of hyperspectral images using R?

The image has different classes and different band, where the 220 bands are separated by the following code library(RStoolbox) library(raster) library(rgdal) library(caret) library(...
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129 views

Software for matching spectral end members with spectral library

I am working with Moon Mineralogy mapper(M3) - hyper-spectral data and i am trying to match the endmembers obtained from M3 with RELAB spectral library. I have tried spectral analyst tool in ENVI but ...
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2answers
2k views

How to get the wavelength values of bands from hyperspectral image?

I am trying to open and read a hyperspectral image using GDAL like below. So after reading the data like this : data = gdal.Open( filename ) then I can see the x, y, dim information of the dataset :...
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2answers
22k views

Difference between irradiance and radiance, remote sensing reflectance and water leaving radiance

I've been trying to lay my hands on textbooks, etc, that explain the differences between the remote sensing terms in lay man language. radiance and irradiance remote sensing reflectance and water ...