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«Mineral resources and
geology»
National Academy of Science of
Kyrgyz Republic
Geographic coordinates: 41 00 N, 75 00 E
Geographical data of Kyrgyzstan
• Area:
total: 198,951 km²
land: 191,801 km²
water: 8,150 km²
• Land boundaries:
total: 3,051 km
border countries: the People's Republic of China 858 km,
Kazakhstan 1,224 km, Tajikistan 870 km, Uzbekistan
1,099 km
• Coastline: 0 km (landlocked)
• Maritime claims: none (landlocked)
• Elevation extremes:
lowest point: Kara-Darya 132 m
highest point: Peak Jengish Chokusu 7,439 m
Resources and land use
• Natural resources: abundant hydropower; significant deposits
of gold and rare earth metals; locally exploitable coal, petroleum,
and natural gas; other deposits of nepheline, mercury, bismuth,
lead, and zinc.
• Land use:
arable land: 6.38%
permanent crops: 0.37%
other: 93.24% (2011)
note: Kyrgyzstan has the world's largest natural
growth walnut forest, Arslanbob, located in Jalal-Abad rovince with
an enormous variety of different genetic characteristics. It is
believed that most of the world's walnut varieties derive from the
original species still found here.
• Irrigated land: 10,210 km² (2005)
• Total renewable water resources: 23.62 km3
(2011)
Layout lineaments and mineral
deposits in Kyrgyzstan
Meridional lineaments
These include the area "Terekkan Altyn -
Dzhilginskaya", "Kichi - Alai - Andashskaya",
"Solton-Sary - Mironovskaya", "Central - Issyk-Kul",
"Kumtor" which are the most intense and rich in
quantity and composition deposit mining district of
Kyrgyzstan ( gold ore , silver , gold-copper-
porphyry deposits , gold - sulfide- quartz veins and
mineralized zones with significant cobalt impurities,
arsenic, tin , bismuth , zinc, " exotic impurity " of
lanthanum, cerium oxide, boron )
Latitudinal lineaments.
Which includes North Kyrgyz, median,
Turkestan-Alai latitudinal lineamenty. In which
concentrated mercury and antimony-mercury,
gold, copper, gold-arsenic objects, gold, silver,
beryllium, rare earth, vanadium, copper,
bismuth.
Geological map of Kyrgyzstan on
ArcGIS
It was composed electronic map with a legend of minerals of KR and
segmentation of territory, which were linked to the coordinates.
Stage of a mark and filling of data on
segments
Stage of a mark and filling of data on
segments
• The ratio of ETM+ Band 3 to Band 1 (3/1) renders most of the
area in rather dark gray or bright grey, which corresponds to
zones of strong hematitic alteration. The Spectral response of
the weathered iron minerals has weak reflectance in the blue
region (band1) and strong reflectance in the red region (band 3),
so the ratio 3/1, which has high values can be used for iron
oxide. The ratio 4/2 is similar to 3/1 but the bright areas appear
displaced. This can be explained by the existence of vegetation
or organic materials.
• Absorption caused by kaolinite, montmorillonite
and clay minerals results in low reflectance in
band 7 and high reflectance in band 5. So, the
ratio image 5/7 would have bright signatures for
clay minerals. Unaltered rock in bands 5 and 7
are identical in brightness. This brightness is
equal one in the case of ratio image for ferrous
minerals; the best ratio image was 5/ 4
The color composition of ratio 3/1, 5/7, 3/5 (RGB) over
expresses the geological information and provides higher
contrast between the blocks than conventional color images
Color composite of ratio images 3/1, 5/7 ans 3/5 prepared from
Landsat ETM+ expressing the main geological formations.
Limestone, gypsum
appears as green color.
The red color represents
the tuff (the light,
cemented, porous rock)
pink color is Madhala
basalt.
Segment analysis by spectral map overlay image.
Analysis of minerals in the south-east
of Issyk-Kul
Analysis of minerals in the south-east
of Issyk-Kul
Picture of the spectra 3/1-5/7-3/5
Legend segments
As a result, color composition ratio spectra
3/1, 5/7, 3/5 shot with ERS were obtained
three main geological formations selected
shades of green, red, pink shades that match
some segments of the electronic card.
The ratio geological remote sensing image and
pharmacies segments e-cards
Shades on
remote
sensing
images
Geologic
Pharmacy
Области
сегм-тов
Геологические фармации
Green Limestone,
gypsum
P-Q Conglomerates, sandstone, pebbles, sand, clay,
plaster and stone layer of salt.
C1-P1 gray siltstone, sandstone, clay, shale, limestone, colored sand
D2-C2 quartz stones, conglomerates, siltstones, dolomite, limestone,
gypsum and interlayer Marisa
Pink basalt D2-C2 quartz stones, conglomerates, siltstones, dolomite, limestone,
gypsum and interlayer Marisa
C3-P1 granite, granodiorite, leucogranite.
Red tuff (light
cemented,
porous rock)
P2-T1 Lava, tuff basalt, andesite, rhyolite, sandstone and
conglomerates.
Isolation of color compositions geological
pharmacies
P-Q
D2-C2
C3-P1
D2-C2
P2-T1
C1-P1
What is necessary for geological
research by remote sensing?
• Hyperspectral analysis (hyperspectral image)
• Multispectral analysis (multispectral image)
• HDF files
• metadata
Hyperspectral and Multispectral Differences
HDF
• HDF - Hierarchical Data Format (HDF, HDF4,
or HDF5) is the name of a set of file formats
and libraries designed to store and organize
large amounts of numerical data.
• HDF files are self-describing: for each HDF
data structure in a file, there is comprehensive
information about the data and its location in
the file.
Data structure of ASTER satellite
image of HDF-EOS format
Spectral curves of the different minerals
Thank you for attention!

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Mineral resources

  • 1. «Mineral resources and geology» National Academy of Science of Kyrgyz Republic
  • 3. Geographical data of Kyrgyzstan • Area: total: 198,951 km² land: 191,801 km² water: 8,150 km² • Land boundaries: total: 3,051 km border countries: the People's Republic of China 858 km, Kazakhstan 1,224 km, Tajikistan 870 km, Uzbekistan 1,099 km • Coastline: 0 km (landlocked) • Maritime claims: none (landlocked) • Elevation extremes: lowest point: Kara-Darya 132 m highest point: Peak Jengish Chokusu 7,439 m
  • 4. Resources and land use • Natural resources: abundant hydropower; significant deposits of gold and rare earth metals; locally exploitable coal, petroleum, and natural gas; other deposits of nepheline, mercury, bismuth, lead, and zinc. • Land use: arable land: 6.38% permanent crops: 0.37% other: 93.24% (2011) note: Kyrgyzstan has the world's largest natural growth walnut forest, Arslanbob, located in Jalal-Abad rovince with an enormous variety of different genetic characteristics. It is believed that most of the world's walnut varieties derive from the original species still found here. • Irrigated land: 10,210 km² (2005) • Total renewable water resources: 23.62 km3 (2011)
  • 5. Layout lineaments and mineral deposits in Kyrgyzstan
  • 6. Meridional lineaments These include the area "Terekkan Altyn - Dzhilginskaya", "Kichi - Alai - Andashskaya", "Solton-Sary - Mironovskaya", "Central - Issyk-Kul", "Kumtor" which are the most intense and rich in quantity and composition deposit mining district of Kyrgyzstan ( gold ore , silver , gold-copper- porphyry deposits , gold - sulfide- quartz veins and mineralized zones with significant cobalt impurities, arsenic, tin , bismuth , zinc, " exotic impurity " of lanthanum, cerium oxide, boron )
  • 7. Latitudinal lineaments. Which includes North Kyrgyz, median, Turkestan-Alai latitudinal lineamenty. In which concentrated mercury and antimony-mercury, gold, copper, gold-arsenic objects, gold, silver, beryllium, rare earth, vanadium, copper, bismuth.
  • 8. Geological map of Kyrgyzstan on ArcGIS It was composed electronic map with a legend of minerals of KR and segmentation of territory, which were linked to the coordinates.
  • 9. Stage of a mark and filling of data on segments
  • 10. Stage of a mark and filling of data on segments
  • 11. • The ratio of ETM+ Band 3 to Band 1 (3/1) renders most of the area in rather dark gray or bright grey, which corresponds to zones of strong hematitic alteration. The Spectral response of the weathered iron minerals has weak reflectance in the blue region (band1) and strong reflectance in the red region (band 3), so the ratio 3/1, which has high values can be used for iron oxide. The ratio 4/2 is similar to 3/1 but the bright areas appear displaced. This can be explained by the existence of vegetation or organic materials.
  • 12. • Absorption caused by kaolinite, montmorillonite and clay minerals results in low reflectance in band 7 and high reflectance in band 5. So, the ratio image 5/7 would have bright signatures for clay minerals. Unaltered rock in bands 5 and 7 are identical in brightness. This brightness is equal one in the case of ratio image for ferrous minerals; the best ratio image was 5/ 4
  • 13. The color composition of ratio 3/1, 5/7, 3/5 (RGB) over expresses the geological information and provides higher contrast between the blocks than conventional color images
  • 14. Color composite of ratio images 3/1, 5/7 ans 3/5 prepared from Landsat ETM+ expressing the main geological formations. Limestone, gypsum appears as green color. The red color represents the tuff (the light, cemented, porous rock) pink color is Madhala basalt.
  • 15. Segment analysis by spectral map overlay image.
  • 16. Analysis of minerals in the south-east of Issyk-Kul
  • 17. Analysis of minerals in the south-east of Issyk-Kul
  • 18. Picture of the spectra 3/1-5/7-3/5
  • 19. Legend segments As a result, color composition ratio spectra 3/1, 5/7, 3/5 shot with ERS were obtained three main geological formations selected shades of green, red, pink shades that match some segments of the electronic card.
  • 20. The ratio geological remote sensing image and pharmacies segments e-cards Shades on remote sensing images Geologic Pharmacy Области сегм-тов Геологические фармации Green Limestone, gypsum P-Q Conglomerates, sandstone, pebbles, sand, clay, plaster and stone layer of salt. C1-P1 gray siltstone, sandstone, clay, shale, limestone, colored sand D2-C2 quartz stones, conglomerates, siltstones, dolomite, limestone, gypsum and interlayer Marisa Pink basalt D2-C2 quartz stones, conglomerates, siltstones, dolomite, limestone, gypsum and interlayer Marisa C3-P1 granite, granodiorite, leucogranite. Red tuff (light cemented, porous rock) P2-T1 Lava, tuff basalt, andesite, rhyolite, sandstone and conglomerates.
  • 21. Isolation of color compositions geological pharmacies P-Q D2-C2 C3-P1 D2-C2 P2-T1 C1-P1
  • 22. What is necessary for geological research by remote sensing?
  • 23. • Hyperspectral analysis (hyperspectral image) • Multispectral analysis (multispectral image) • HDF files • metadata
  • 25. HDF • HDF - Hierarchical Data Format (HDF, HDF4, or HDF5) is the name of a set of file formats and libraries designed to store and organize large amounts of numerical data. • HDF files are self-describing: for each HDF data structure in a file, there is comprehensive information about the data and its location in the file.
  • 26. Data structure of ASTER satellite image of HDF-EOS format
  • 27. Spectral curves of the different minerals
  • 28. Thank you for attention!

Editor's Notes

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