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TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Multitemporal remote sensing-based 
3D mapping of glacier changes in remote areas 
Manfred F. Buchroithner, Tino Pieczonka, Nicolai Holzer, 
Benjamin Schröter 
Technische Universität Dresden, Institut für Kartographie
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Introduction 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas 
Background 
Glacial melt significantly contributes to the water resource. 
Lack of long-term measurements of glacier mass budgets 
Existing studies are focusing on single glaciers or small catchments only: 
- Ak-Shirak (Aizen et al. 2007, GaPC) 
- Tomur region (Pieczonka et al. 2013, RSE; Wang et al. 2013, QI) 
- Inylchek glacier (Shangguan et al. 2014, TCD) 
- Gurla Mandhata (Holzer et. al., submitted to RSE) 
- Muztag Ata (Holzer et al., in prep. for TC) 
No region-wide geodetic mass balance studies for many regions in High Asia since the 
1970s!
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Introduction 
Corona 1970 Aerial imagery 1984 
We have to know the past in order to understand the presence! 
Cartosat-1 2007 
The cryosphere has changed 
tremendously during the last decades 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Introduction 
Elevation difference of all HMA glaciers 2003 – 2009 based on ICESat 
 Geodetic assessments to improve spatial and temporal coverage 
Gardner et al. (2013), Science 
1973 – 2013 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Introduction 
Available data from in-situ measurements (and modelling) 
2 
3 
Mass Budget Data for Tien Shan (Sorg et al. 2012) 
4 
6 
1 5 
Pamir 
Karakorum 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas 
Mass budget data published by 
Yao et al. (2012)
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Data 
Historical satellite imagery 
KH-4 Corona, KH-7 Gambit, KH-9 Hexagon 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Study Region 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Study Region 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Study Region 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Study Region 
Tino Pieczonka et al. The suitability of historical optical satellite imagery 
for investigations of the cryosphere
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Study Region 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
Terrestrial camera system, Zhadang Glacier 2010/2011
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Data 
Data characteristics 
KH-4 KH-7 KH-9 
First launch 1959 1963 1971 
Geometric. res. 1.8-7.6 m 0.6 – 1.2 m 6-9 m 
Radiometric res. 8 Bit 8 Bit 8 Bit 
Spectral res. Panchromatic Panchromatic Panchromatic 
Coverage 15 x 210 – 
42 x 580 km 
ca. 20 x 150 km 250 x 125 km 
Preprocessing Rectification 
Georeferencing 
Rectification 
Georeferencing 
Rectification 
Georeferencing 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Forward (FWD) 
approx. 60% overlap 
Aft (AFT) 
Camera KH-4 
KH-4 Corona 
Initial objectives: Gathering information 
about the military strenght of the 
former Soviet Union 
Panoramic distortion plus motion 
Sohn et al. (2002) 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Results KH-4 
Everest Region 
DEM Comparison 
Cartosat-1 – KH-4B Corona 
(2007 – 1970) 
Glacier mass loss: 
almost 0.6 km³ 
Glaciers thinning: 
0.37±0.27 m a-1 
Specific mass balance: 
-0.32±0.08 m w.e.a-1 
Bolch et al. (2011), The Cryosphere 
Pieczonka et al. (2011), ISPRS 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Camera – KH-7 
KH-7 Gambit 
Monocamera system 
-> random stereoscopic 
coverage 
KH-7 vs. KH-4: 
High resolution 77 inch focal 
length (cf. 24 inch KH-4) 
telescopic strip camera 
system ... large area of 
coverage and improved 
ground resolution (<1 m vs. 
8 m) 
18 000 panchromatic and 
230 color images acquired 
-> only few of them in 
stereo 
Glacier length changes from 1964 to 2013 at 
Gurla Mandhata (Holzer et al., sumitted to RSE) 
KH-7 Gambit-1 ortho image of 5 Dec. 1964 
vs. Pleiades ortho image of 18 Oct. 2013 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Camera KH-9 
KH-9 Hexagon 
Camera design of KH-9 comparable to that of LFC (Surazakov and Aizen, 2009) 
-> 23x46 cm frame, 30.5 cm focal length 
-> 1058 reseau crosses vs. 45 (LFC), four fiducials vs. 12 (LFC) 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Preprocessing KH-9 
KH-9 Hexagon 
Reconstruction of interior image geometry by use of reseau 
grid coordinates 
Basic assumptions: Cross spacing 1 cm, centre cross 
undistorted 
Correction of film distortion based on 2nd order polynomial 
Distortion vectors from actual 
to theoretic reseau grid 
coordinates 
Bicubic 
interpolation/Inpaint 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
1987-03-24 1987-07-22 
Results KH-9 
Length Changes 1976-2005 (Nyainqentanglha/Tibet) 
Zhadang: 225 ± 45m (~8m/a) 
125 ± 45m (~4m/a) 
480 ± 45m (~17m/a) 
430 ± 45m (~15m/a) 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Glacier Area Changes 
Glacier retreat 1975-2008 3.7±4.8 % with decreasing shrinkage rates west to east. 
MB: -0.22 ± 0.17 m w.e./a 
MB: -0.52 ± 0.17 m w.e./a 
MB: -0.34 ± 0.18 m w.e./a 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Multitemporal DTM 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
Glacier mass budgets 
Tomur-Inylchek region 
ID Glacier MB 
[m w.e.a-1] 
Δa a-1 
[%] 
ΔhDebris a-1 
[m a-1] 
9 Kaindy -0.28±0.17 -0.14±0.14 -1.25±0.20 
11 Tomur -0.57±0.17 -0.02±0.08 -1.50±0.20 
12 South In. -0.27±0.17 -0.07±0.05 -0.87±0.20 
13 North In. -0.20±0.17 +0.13±0.08 +0.36±0.20 
14 Koxkar -0.34±0.18 -0.03±0.08 -0.78±0.21 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
Glacier tongue of Kaindy glacier with exposed ice cliffs 
Photo: T. Pieczonka, 2012
Results KH-9 
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Glacier Volume Change (Tomur Region) 
1999 (SRTM3) – 2009 (SPOT5) 
1976 (KH-9) – 2009 (SRTM3) 
Pieczonka et al. (2013), RSE 
Mass budget 1976-2009 
-0.35 ± 0.15 m w.e./a 
Mass budget 1999-2009 
-0.23 ± 0.19 m w.e./a 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Long-term glacier variations at 
Muztag Ata (eastern Pamir) from 
1973 – 2013 (Holzer et al, in prep. for TC) 
Glaciers shrinkage from 
274.3 ± 10.6 km² (1973) to 
272.7 ± 1.0 km² in 2013 
(-0.02±0.1%a-1) is insignificant. 
Mass budgets are almost 
balanced from 1973-2013 
(-0.01±0.30 m w.e.a-1), but 
slightly more negative before 
1999 and more positive 
afterwards. 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
High resolution Digital Elevation Models (1m) from Pléiades 
stereo imagery at Muztag Ata and Gurla Mandhata (Holzer et al, in prep. for TC) 
Hillshade showing the middle 
part of the debris covered 
Kekesayi Glacier at Muztag Ata 
in the east Pamir.
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Glacier variations at Gurla Mandhata (Naimona’nyi), Tibet: a multi-sensoral 
approach including TanDEM-X, Pléiades and KH-7 Gambit-1 
(Holzer et al., sumitted to RSE) 
DEM of Pléiades (2013) to SRTM-3 (1999) DEM of TanDEM-X (2012) to SRTM-3 (1999) 
Glacier mass balance of Gurla Glacier: 
-0,21±0.18 m w.e.a-1 determined from 
both Pléiades and TanDEM-X DEMs 
relative to SRTM-3 
DEM Difference images to SRTM-3 after post-processing for glacier 
mass balance calculation and uncertainty assessment
Periodic Glacial Lake Outburst Floods threatening the oldest Buddhist monastery 
in NW Nepal 
(Kropáček et al, in prep. for NHESS) 
DEM of Pléiades 
(2013) to SRTM-3 
(1999) 
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Glacier mass balance 
of Halji Glacier from 
Pléiades to SRTM-3: 
-0.40±0.30 m w.e.a-1
TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 
Conclusions 
Conclusions 
- Knowledge especially for the last decade significantly improved by using historical 
satellite images. 
- High potentials of new remote sensing datasets for glaciological studies (e.g. 
Pléiades, TanDEM-X) 
- Careful co-registration is required in order to determine reliable glacier mass budgets. 
- On average, significant glacier mass loss across High Asia since the 1970s, but there 
are also advancing/surging glaciers. 
- More studies are needed to extend the coverage both in space and especially in time. 
Manfred Buchroithner Multitemporal remote sensing-based 3D mapping 
of glacier changes in remote areas
TU Dresden >> Faculty of Forest, Geo and Hydro Sciences >> Institute of Cartography 
Thank you for your attention 
Any questions? 
manfred.buchroithner@tu-dresden.de

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3D Mapping of Himalayan Glacier Changes over Decades

  • 1. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas Manfred F. Buchroithner, Tino Pieczonka, Nicolai Holzer, Benjamin Schröter Technische Universität Dresden, Institut für Kartographie
  • 2. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Introduction Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas Background Glacial melt significantly contributes to the water resource. Lack of long-term measurements of glacier mass budgets Existing studies are focusing on single glaciers or small catchments only: - Ak-Shirak (Aizen et al. 2007, GaPC) - Tomur region (Pieczonka et al. 2013, RSE; Wang et al. 2013, QI) - Inylchek glacier (Shangguan et al. 2014, TCD) - Gurla Mandhata (Holzer et. al., submitted to RSE) - Muztag Ata (Holzer et al., in prep. for TC) No region-wide geodetic mass balance studies for many regions in High Asia since the 1970s!
  • 3. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Introduction Corona 1970 Aerial imagery 1984 We have to know the past in order to understand the presence! Cartosat-1 2007 The cryosphere has changed tremendously during the last decades Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 4. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Introduction Elevation difference of all HMA glaciers 2003 – 2009 based on ICESat  Geodetic assessments to improve spatial and temporal coverage Gardner et al. (2013), Science 1973 – 2013 Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 5. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Introduction Available data from in-situ measurements (and modelling) 2 3 Mass Budget Data for Tien Shan (Sorg et al. 2012) 4 6 1 5 Pamir Karakorum Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas Mass budget data published by Yao et al. (2012)
  • 6. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Data Historical satellite imagery KH-4 Corona, KH-7 Gambit, KH-9 Hexagon Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 7. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Study Region Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 8. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Study Region Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 9. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Study Region Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 10. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Study Region Tino Pieczonka et al. The suitability of historical optical satellite imagery for investigations of the cryosphere
  • 11. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Study Region Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 12. Terrestrial camera system, Zhadang Glacier 2010/2011
  • 13. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Data Data characteristics KH-4 KH-7 KH-9 First launch 1959 1963 1971 Geometric. res. 1.8-7.6 m 0.6 – 1.2 m 6-9 m Radiometric res. 8 Bit 8 Bit 8 Bit Spectral res. Panchromatic Panchromatic Panchromatic Coverage 15 x 210 – 42 x 580 km ca. 20 x 150 km 250 x 125 km Preprocessing Rectification Georeferencing Rectification Georeferencing Rectification Georeferencing Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 14. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Forward (FWD) approx. 60% overlap Aft (AFT) Camera KH-4 KH-4 Corona Initial objectives: Gathering information about the military strenght of the former Soviet Union Panoramic distortion plus motion Sohn et al. (2002) Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 15. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Results KH-4 Everest Region DEM Comparison Cartosat-1 – KH-4B Corona (2007 – 1970) Glacier mass loss: almost 0.6 km³ Glaciers thinning: 0.37±0.27 m a-1 Specific mass balance: -0.32±0.08 m w.e.a-1 Bolch et al. (2011), The Cryosphere Pieczonka et al. (2011), ISPRS Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 16. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Camera – KH-7 KH-7 Gambit Monocamera system -> random stereoscopic coverage KH-7 vs. KH-4: High resolution 77 inch focal length (cf. 24 inch KH-4) telescopic strip camera system ... large area of coverage and improved ground resolution (<1 m vs. 8 m) 18 000 panchromatic and 230 color images acquired -> only few of them in stereo Glacier length changes from 1964 to 2013 at Gurla Mandhata (Holzer et al., sumitted to RSE) KH-7 Gambit-1 ortho image of 5 Dec. 1964 vs. Pleiades ortho image of 18 Oct. 2013 Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 17. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Camera KH-9 KH-9 Hexagon Camera design of KH-9 comparable to that of LFC (Surazakov and Aizen, 2009) -> 23x46 cm frame, 30.5 cm focal length -> 1058 reseau crosses vs. 45 (LFC), four fiducials vs. 12 (LFC) Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 18. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Preprocessing KH-9 KH-9 Hexagon Reconstruction of interior image geometry by use of reseau grid coordinates Basic assumptions: Cross spacing 1 cm, centre cross undistorted Correction of film distortion based on 2nd order polynomial Distortion vectors from actual to theoretic reseau grid coordinates Bicubic interpolation/Inpaint Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 19. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography 1987-03-24 1987-07-22 Results KH-9 Length Changes 1976-2005 (Nyainqentanglha/Tibet) Zhadang: 225 ± 45m (~8m/a) 125 ± 45m (~4m/a) 480 ± 45m (~17m/a) 430 ± 45m (~15m/a) Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 20. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Glacier Area Changes Glacier retreat 1975-2008 3.7±4.8 % with decreasing shrinkage rates west to east. MB: -0.22 ± 0.17 m w.e./a MB: -0.52 ± 0.17 m w.e./a MB: -0.34 ± 0.18 m w.e./a Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 21. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Multitemporal DTM Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 22. Glacier mass budgets Tomur-Inylchek region ID Glacier MB [m w.e.a-1] Δa a-1 [%] ΔhDebris a-1 [m a-1] 9 Kaindy -0.28±0.17 -0.14±0.14 -1.25±0.20 11 Tomur -0.57±0.17 -0.02±0.08 -1.50±0.20 12 South In. -0.27±0.17 -0.07±0.05 -0.87±0.20 13 North In. -0.20±0.17 +0.13±0.08 +0.36±0.20 14 Koxkar -0.34±0.18 -0.03±0.08 -0.78±0.21 Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 23. Glacier tongue of Kaindy glacier with exposed ice cliffs Photo: T. Pieczonka, 2012
  • 24. Results KH-9 TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Glacier Volume Change (Tomur Region) 1999 (SRTM3) – 2009 (SPOT5) 1976 (KH-9) – 2009 (SRTM3) Pieczonka et al. (2013), RSE Mass budget 1976-2009 -0.35 ± 0.15 m w.e./a Mass budget 1999-2009 -0.23 ± 0.19 m w.e./a Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 25. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Long-term glacier variations at Muztag Ata (eastern Pamir) from 1973 – 2013 (Holzer et al, in prep. for TC) Glaciers shrinkage from 274.3 ± 10.6 km² (1973) to 272.7 ± 1.0 km² in 2013 (-0.02±0.1%a-1) is insignificant. Mass budgets are almost balanced from 1973-2013 (-0.01±0.30 m w.e.a-1), but slightly more negative before 1999 and more positive afterwards. Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 26. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography High resolution Digital Elevation Models (1m) from Pléiades stereo imagery at Muztag Ata and Gurla Mandhata (Holzer et al, in prep. for TC) Hillshade showing the middle part of the debris covered Kekesayi Glacier at Muztag Ata in the east Pamir.
  • 27. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Glacier variations at Gurla Mandhata (Naimona’nyi), Tibet: a multi-sensoral approach including TanDEM-X, Pléiades and KH-7 Gambit-1 (Holzer et al., sumitted to RSE) DEM of Pléiades (2013) to SRTM-3 (1999) DEM of TanDEM-X (2012) to SRTM-3 (1999) Glacier mass balance of Gurla Glacier: -0,21±0.18 m w.e.a-1 determined from both Pléiades and TanDEM-X DEMs relative to SRTM-3 DEM Difference images to SRTM-3 after post-processing for glacier mass balance calculation and uncertainty assessment
  • 28. Periodic Glacial Lake Outburst Floods threatening the oldest Buddhist monastery in NW Nepal (Kropáček et al, in prep. for NHESS) DEM of Pléiades (2013) to SRTM-3 (1999) TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Glacier mass balance of Halji Glacier from Pléiades to SRTM-3: -0.40±0.30 m w.e.a-1
  • 29. TU Dresden >> Faculty of Environmental Sciences>> Institute of Cartography Conclusions Conclusions - Knowledge especially for the last decade significantly improved by using historical satellite images. - High potentials of new remote sensing datasets for glaciological studies (e.g. Pléiades, TanDEM-X) - Careful co-registration is required in order to determine reliable glacier mass budgets. - On average, significant glacier mass loss across High Asia since the 1970s, but there are also advancing/surging glaciers. - More studies are needed to extend the coverage both in space and especially in time. Manfred Buchroithner Multitemporal remote sensing-based 3D mapping of glacier changes in remote areas
  • 30. TU Dresden >> Faculty of Forest, Geo and Hydro Sciences >> Institute of Cartography Thank you for your attention Any questions? manfred.buchroithner@tu-dresden.de

Editor's Notes

  1. Wasservolumen: 4,2 x 1011 m³, 3850 km²
  2. Wasservolumen: 4,2 x 1011 m³, 3850 km²
  3. Wasservolumen: 4,2 x 1011 m³, 3850 km²
  4. Wasservolumen: 4,2 x 1011 m³, 3850 km²
  5. Wasservolumen: 4,2 x 1011 m³, 3850 km²
  6. ELA / Snowline 4250 m
  7. declassified in 2002 , Beispielbild entspricht realer Breite, Länge etwa 50% vom originalbild
  8. LFC and KH-9 frame cameras built for space-based topographic mapping and designed by the same private contractor, Itek
  9. Image distortion, rotated scan
  10. Wasservolumen: 4,2 x 1011 m³, 3850 km²
  11. 1976-2009 overall mass budget of -0.35±0.15 m w.e.a-1 1999-2009 mass loss of -0.23±0.19 m w.e.a-1 1976-1999 mass loss of -0.42±0.23 m w.e.a-1
  12. Salt water lake, no drainage, lake level decrease, partly fed by glacier melt water