Completed works
- Selecting materials for space imaging within the Customer's area of interest;
- Preliminary processing of remote sensing data (RS data) in specialized software;
- Creating a map base at a scale of 1:50,000.
- Spectral analysis of high and medium-resolution satellite images using mineral indices;
- Interpreting the data obtained from spectral analysis of satellite images.
Source Materials
Medium spatial resolution satellite images from Sentinel-2, ASTER, Landsat, GF, and Kanopus satellites were selected and used as source materials for the project.
Performed Tasks
The key factor for the successful execution of such work is the use of the SWIR (Short-Wave Infrared) imaging range. The human eye can only perceive a small portion of radiation, from 400 to 700 nm. However, existing RS satellites can capture images in the range of 250 to 15,000 nm. Based on multispectral imaging data, extensive research is conducted in the fields of environmental monitoring, geology, hydrology, and more. SWIR stands out among all spectral ranges, enabling the mapping of rock formations and minerals.
The selected satellite images within the customer's area underwent preliminary processing in specialized software ENVI. The preprocessing of images is crucial, as it directly affects the final results of the work.
Preprocessing includes the following steps:
- Extracting the image area within the boundaries specified by the Customer;
- Atmospheric and radiometric correction;
- Normalization of image pixel values;
- Subtraction of vegetation and cloud masks from the image fragment;
- And more.
The next key stage involves selecting a spectral library and calculating mineral indices for image analysis. For this project, the reference library of USGS minerals and the proprietary library of GEO Innovator LLC were chosen. Mineral indices such as kaolinite, phengite, muscovite, quartz, iron, etc., were calculated as indicators of copper-porphyry deposits.
* The presented sections do not correspond to the project's areas and are provided solely for visualization purposes.