Quantification of glacier mass balance parameters for estimating melt water production and cryospheric resources in the upper Indus basin remote sensing studies and field measurements C. Mihalcea (1), C. Mayer (2), Lambrecht A. (3), G. Diolaiuti (1), C. DAgata (1), C. Smiraglia (1)

University of Milan , A. Desio Earth Science Department, Milan, Italy Bavarian Academy of Sciences and Humanities, Commission for Glaciology, Munich, Germany University of Innsbruck, Institute for Meteorology and Geophysics, Innsbruck, AustriaPAPRIKA PakistanGlaciology group: UNIMI and BAW

Glaciological contributions to the Paprika project

Main goals to contribute to the common research:

Updating the Pakistan Glacier Inventory (ICIMOD data base) for describing glacier coverage, pattern and features in the Central Karakoram National ParkEstimation of snow accumulation distribution and variability through field measurements (snow depth, density and isotopic composition) and remote sensing investigations (snow coverage, persistence and duration)Quantification of snow and ice ablation through field measurements (ablation stakes) and data modelling (evaluation of glacier energy budget on debris-free and debris-covered areas)Mapping of glacier debris cover for quantification of sub-debris melt contribution

Glaciological contributions to the Paprika project

Applied methodsField investigations in selected sample areas snow pits, snow sampling, ablation stakes, measurements of debris thickness and features (lithology, porosity and grain size, resistivity), collecting supra-glacial meteorological data and energy fluxesAnalysis of remote sensing products (ASTER, LANDSAT and MODIS) and GIS processing: Compilation of the glacier inventory (using several sources to update and correct the ICIMOD data base, e.g. satellite images and cartography if any)Describing temporal snow cover changes (from MODIS) to calculate local and regional depletion curves Mapping glacier surface temperatures over time for detecting supra-glacial lakes, ice cliffs, crevassed areas and debris coverage (from ASTER)Mapping supra-glacial debris coverage and estimating debris thickness (from ASTER) Extrapolating results from field measurements on a drainage basin scale by using gradients and parameterizations

Some photos of our previous data collection in the Baltoro area: measuring supraglacial debris cover characteristics and properties

Some photos of our previous data collection in the Baltoro area: describing glacier surface features and processes

Some photos of our previous data collection in the Baltoro area: performing continuous DGPS (fast kinematic techniques) profiles for elevation profiles

Some photos of our previous data collection in the Baltoro area: Ice ablation directly measured and glacier velocities evaluated by DGPS monitoring of the ablation stakes

Some photos of our previous data collection in the Baltoro area: Evaluating buried ice ablation under different conditions and comparing with ablation rate of bare ice

Some results based on earlier observations: air temperature lapse rate between Urdukas and base camp AWSs (Mihalcea et al., 2006)

Grafico1

8.7636003956

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Lapse rate

Time

Lapse Rate (C km-1)

Hour Temp Urdukas_BC

Date/timeUrdukasDate/timeBase camp

18/06/04 20:00:0011.51

18/06/04 21:00:0011.25

18/06/04 22:00:0010.53

18/06/04 23:00:009.8

19/06/04 00:00:009.87

19/06/04 01:00:009.46

19/06/04 02:00:008.89

19/06/04 03:00:008.75

19/06/04 04:00:008.58

19/06/04 05:00:008.09

19/06/04 06:00:008.31

19/06/04 07:00:009.05

19/06/04 08:00:0011.97

19/06/04 09:00:0012.72

19/06/04 10:00:0013.37

19/06/04 11:00:0014.19

19/06/04 12:00:0015.55

19/06/04 13:00:0016.61

19/06/04 14:00:0017.12

19/06/04 15:00:0017.04

19/06/04 16:00:0015.74

19/06/04 17:00:0015.9

19/06/04 18:00:0015.73

19/06/04 19:00:0013.45

19/06/04 20:00:0011.63

19/06/04 21:00:0010.11

19/06/04 22:00:0010.47

19/06/04 23:00:008.86

20/06/04 00:00:009.45

20/06/04 01:00:008.63

20/06/04 02:00:005.88

20/06/04 03:00:005.46

20/06/04 04:00:005.4

20/06/04 05:00:005.43

20/06/04 06:00:005.06

20/06/04 07:00:005.12

20/06/04 08:00:005.85

20/06/04 09:00:008.77

20/06/04 10:00:0011

20/06/04 11:00:0010.45

20/06/04 12:00:0011.57

20/06/04 13:00:0012.45

20/06/04 14:00:0012.96

20/06/04 15:00:0012.82

20/06/04 16:00:0013.47

20/06/04 17:00:0012.76

20/06/04 18:00:0011.8

20/06/04 19:00:0010.01

20/06/04 20:00:008.12

20/06/04 21:00:009.02

20/06/04 22:00:007.3

20/06/04 23:00:005.75

21/06/04 00:00:004.44

21/06/04 01:00:003.36

21/06/04 02:00:003.33

21/06/04 03:00:004.01

21/06/04 04:00:003.88

21/06/04 05:00:004.02

21/06/04 06:00:003.96

21/06/04 07:00:004.18

21/06/04 08:00:004.56

21/06/04 09:00:004.7

21/06/04 10:00:004.96

21/06/04 11:00:005.57

21/06/04 12:00:008.92

21/06/04 13:00:009.14

21/06/04 14:00:006.95

21/06/04 15:00:007.51

21/06/04 16:00:006.28

21/06/04 17:00:007.47

21/06/04 18:00:006.97

21/06/04 19:00:005.84

21/06/04 20:00:004.71

21/06/04 21:00:004.01

21/06/04 22:00:004.02

21/06/04 23:00:004.2

22/06/04 00:00:003.86

22/06/04 01:00:003.82

22/06/04 02:00:003.5

22/06/04 03:00:004.07

22/06/04 04:00:003.87

22/06/04 05:00:003.67

22/06/04 06:00:004.24

22/06/04 07:00:004.71

22/06/04 08:00:006.46

22/06/04 09:00:005.53

22/06/04 10:00:005.1

22/06/04 11:00:003.6

22/06/04 12:00:005.19

22/06/04 13:00:006.59

22/06/04 14:00:008.39

22/06/04 15:00:008.77

22/06/04 16:00:007.25

22/06/04 17:00:006.41

22/06/04 18:00:006.09

22/06/04 19:00:005.79

22/06/04 20:00:004.52

22/06/04 21:00:003.69

22/06/04 22:00:003.26

22/06/04 23:00:003.16

23/06/04 00:00:003.08

23/06/04 01:00:002.79

23/06/04 02:00:002.41

23/06/04 03:00:001.65

23/06/04 04:00:000.45

23/06/04 05:00:000.22

23/06/04 06:00:000.45

23/06/04 07:00:001.52

23/06/04 08:00:002.56

23/06/04 09:00:003.29

23/06/04 10:00:005.46

23/06/04 11:00:005.55

23/06/04 12:00:004.39

23/06/04 13:00:003.72

23/06/04 14:00:003.24

23/06/04 15:00:004.26

23/06/04 16:00:003.95

23/06/04 17:00:004.51

23/06/04 18:00:004.83

23/06/04 19:00:004.35

23/06/04 20:00:004

23/06/04 21:00:003.74

23/06/04 22:00:003.55

23/06/04 23:00:003.45

24/06/04 00:00:003.47

24/06/04 01:00:003.72

24/06/04 02:00:002.57

24/06/04 03:00:002.9

24/06/04 04:00:002.8

24/06/04 05:00:002.39

24/06/04 06:00:001.78

24/06/04 07:00:001.79

24/06/04 08:00:001.58

24/06/04 09:00:000.58

24/06/04 10:00:001.1

24/06/04 11:00:002.53

24/06/04 12:00:002.43

24/06/04 13:00:001.69

24/06/04 14:00:002.06

24/06/04 15:00:002.89

24/06/04 16:00:004.39

24/06/04 17:00:004.75

24/06/04 18:00:004.87

24/06/04 19:00:004.33

24/06/04 20:00:003.72

24/06/04 21:00:002.99

24/06/04 22:00:002.56

24/06/04 23:00:001.88

25/06/04 00:00:001.59

25/06/04 01:00:001

25/06/04 02:00:000.34

25/06/04 03:00:000.22

25/06/04 04:00:000.2

25/06/04 05:00:000.17

25/06/04 06:00:000.13

25/06/04 07:00:000.2

25/06/04 08:00:000.3

25/06/04 09:00:000.23

25/06/04 10:00:000.11

25/06/04 11:00:000.33

25/06/04 12:00:000.5

25/06/04 13:00:000.94

25/06/04 14:00:001.05

25/06/04 15:00:002.99

25/06/04 16:00:004.68

25/06/04 17:00:003.74

25/06/04 18:00:002.81

25/06/04 19:00:002.49

25/06/04 20:00:001.78

25/06/04 21:00:002.11

25/06/04 22:00:000.85

25/06/04 23:00:000.97

26/06/04 00:00:001.04

26/06/04 01:00:000.57

26/06/04 02:00:000.54

26/06/04 03:00:000.26

26/06/04 04:00:00-0.35

26/06/04 05:00:00-0.35

26/06/04 06:00:00-0.12

26/06/04 07:00:00-0.15

26/06/04 08:00:00-0.73

26/06/04 09:00:00-0.78

26/06/04 10:00:00-0.64

26/06/04 11:00:00-0.25

26/06/04 12:00:000.04

26/06/04 13:00:000.69

26/06/04 14:00:000.38

26/06/04 15:00:001.04

26/06/04 16:00:003.05

26/06/04 17:00:003.99

26/06/04 18:00:003.11

26/06/04 19:00:002.38

26/06/04 20:00:001.86

26/06/04 21:00:001.84

26/06/04 22:00:001.6

26/06/04 23:00:000.78

27/06/04 00:00:00-0.26

27/06/04 01:00:00-0.72

27/06/04 02:00:00-0.91

27/06/04 03:00:00-1.93

27/06/04 04:00:00-1.93

27/06/04 05:00:00-2.73

27/06/04 06:00:00-2.08

27/06/04 07:00:000.45

27/06/04 08:00:001.74

27/06/04 09:00:003.44

27/06/04 10:00:005.79

27/06/04 11:00:007.69

27/06/04 12:00:007.86

27/06/04 13:00:0010.19

27/06/04 14:00:0010.09

27/06/04 15:00:0010.67

27/06/04 16:00:009.74

27/06/04 17:00:009.92

27/06/04 18:00:009.01

27/06/04 19:00:007.91

27/06/04 20:00:006.13

27/06/04 21:00:004.32

27/06/04 22:00:003.16

27/06/04 23:00:002.88

28/06/04 00:00:002.6

28/06/04 01:00:003.81

28/06/04 02:00:004.22

28/06/04 03:00:001.44

28/06/04 04:00:000.59

28/06/04 05:00:00-0.62

28/06/04 06:00:000.2

28/06/04 07:00:003.15

28/06/04 08:00:004.84

28/06/04 09:00:006.72

28/06/04 10:00:008.15

28/06/04 11:00:009.64

28/06/04 12:00:0010.66

28/06/04 13:00:0011.81

28/06/04 14:00:0012.01

28/06/04 15:00:0011.19

28/06/04 16:00:0011.78

28/06/04 17:00:0011.13

28/06/04 18:00:0010.49

28/06/04 19:00:008.78

28/06/04 20:00:008.26

28/06/04 21:00:007.45

28/06/04 22:00:005.8

28/06/04 23:00:005.19

29/06/04 00:00:004.08

29/06/04 01:00:002.42

29/06/04 02:00:002

29/06/04 03:00:001.23

29/06/04 04:00:000.91

29/06/04 05:00:000.04

29/06/04 06:00:001.17

29/06/04 07:00:003.68

29/06/04 08:00:006.15

29/06/04 09:00:009.1

29/06/04 10:00:0010.1

29/06/04 11:00:0011.57

29/06/04 12:00:0012.79

29/06/04 13:00:0013.91

29/06/04 14:00:0014.38

29/06/04 15:00:0015.47

29/06/04 16:00:0014.17

29/06/04 17:00:0014.13

29/06/04 18:00:0013.97

29/06/04 19:00:0011.07

29/06/04 20:00:008.86

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13/7/04 16:0015.6413/7/04 16.006.010.00952522269.52522255196.300692383821/7/04 10.00116

13/7/04 17:0014.9413/7/04 17.005.650.00918892199.18892185956.330365974318/7/04 0.00117

13/7/04 18:0013.4813/7/04 18.002.750.010613254210.61325420386.34025717119/7/04 14.59118

13/7/04 19:0012.3113/7/04 19.001.620.010573689410.57368941646.35014836816/7/04 3.00119

13/7/04 20:0011.2413/7/04 20.000.470.01065281910.65281899116.360039564816/7/04 23.00120

13/7/04 21:0010.0413/7/04 21.00-0.770.010692383810.69238377846.360039564812/7/04 8.59121

13/7/04 22:008.6713/7/04 22.00-1.140.00970326419.7032640956.379821958517/7/04 12.00122

13/7/04 23:008.4413/7/04 23.00-1.350.00968348179.68348170136.389713155318/7/04 3.00123

14/7/04 0:006.9314/7/04 0.00-2.060.0088921868.89218595456.40949554917/7/04 10.00124

14/7/04 1:006.3214/7/04 1.00-2.40.00862512368.625123646.419386745821/7/04 8.00125

14/7/04 2:005.9914/7/04 2.00-2.280.00818001988.18001978246.429277942615/7/04 1.00126

14/7/04 3:006.0114/7/04 3.00-2.040.00796241357.9624134526.458951533122/7/04 5.00127

14/7/04 4:005.4514/7/04 4.00-2.70.00806132548.06132542046.4688427323/7/04 4.00128

14/7/04 5:005.6214/7/04 5.00-2.770.00829871418.29871414446.478733926815/7/04 5.00129

14/7/04 6:004.8514/7/04 6.00-1.950.00672601386.72601384776.538081107821/7/04 9.00130

14/7/04 7:006.8314/7/04 7.000.740.00602373896.02373887246.547972304615/7/04 6.00131

14/7/04 8:008.2914/7/04 8.003.30.00493570724.93570722066.577645895219/7/04 2.00132

14/7/04 9:009.8814/7/04 9.004.10.00571711185.71711177056.58753709215/7/04 0.00133

14/7/04 10:009.5914/7/04 10.004.870.00466864494.6686449066.58753709219/7/04 14.00134

14/7/04 11:0010.4214/7/04 11.005.620.00474777454.74777448076.627101879319/7/04 7.00135

14/7/04 12:0010.1614/7/04 12.004.850.00525222555.25222551936.627101879317/7/04 1.00136

14/7/04 13:0010.8314/7/04 13.002.360.00837784378.37784371916.686449060318/7/04 16.00137

14/7/04 14:0010.3214/7/04 14.001.450.00877349168.77349159256.69634025729/7/04 2.59138

14/7/04 15:009.4714/7/04 15.001.120.00825914948.25914935716.716122650817/7/04 21.00139

14/7/04 16:009.2114/7/04 16.001.550.00757665687.57665677556.716122650822/7/04 17.00140

14/7/04 17:0010.4414/7/04 17.001.430.00891196838.91196834826.716122650815/7/04 7.00141

14/7/04 18:009.7814/7/04 18.001.020.00866468848.66468842736.726013847714/7/04 6.00142

14/7/04 19:009.0214/7/04 19.000.30.00862512368.625123646.745796241320/7/04 5.00143

14/7/04 20:007.1914/7/04 20.000.250.00686449066.86449060346.755687438215/7/04 3.00144

14/7/04 21:006.4314/7/04 21.000.120.00624134526.24134520286.755687438220/7/04 15.00145

14/7/04 22:005.4814/7/04 22.00-0.010.00543026715.43026706236.76557863517/7/04 0.00146

14/7/04 23:005.5514/7/04 23.00-0.050.00553907025.53907022756.76557863522/7/04 15.00147

15/7/04 0:006.1115/7/04 0.00-0.550.00658753716.5875370926.805143422419/7/04 5.00148

15/7/04 1:006.0415/7/04 1.00-0.460.00642927796.42927794266.82492581618/7/04 23.00149

15/07/04 02:00:006.5515/7/04 2.00-0.580.00705242337.05242334326.82492581619/7/04 0.00150

15/07/04 03:00:005.9915/7/04 3.00-0.840.00675568746.75568743826.82492581619/7/04 13.00151

15/07/04 04:00:005.9215/7/04 4.00-1.010.00685459946.85459940656.834817012911/7/04 11.59152

15/07/04 05:00:005.6915/7/04 5.00-0.860.00647873396.47873392686.834817012920/7/04 4.00153

15/07/04 06:00:00615/7/04 6.00-0.620.00654797236.54797230466.834817012922/7/04 20.00154

15/07/04 07:00:006.4915/7/04 7.00-0.30.00671612276.71612265086.844708209715/7/04 11.00155

15/07/04 08:00:007.715/7/04 8.00-0.250.00786350157.86350148376.854599406515/7/04 4.00156

15/07/04 09:00:009.2915/7/04 9.001.630.00757665687.57665677556.854599406515/7/04 16.00157

15/07/04 10:00:0011.8615/7/04 10.004.390.0073887247.38872403566.864490603412/7/04 7.59158

15/07/04 11:00:0013.1515/7/04 11.006.230.00684470826.84470820976.864490603414/7/04 20.00159

15/07/04 12:00:0013.9515/7/04 12.006.850.00702274987.02274975276.874381800221/7/04 4.00160

15/07/04 13:00:0015.915/7/04 13.006.770.00903066279.03066271026.88427299719/7/04 8.00161

15/07/04 14:00:0016.2315/7/04 14.006.950.00917903079.17903066276.953511374912/7/04 11.59162

15/07/04 15:00:0015.6815/7/04 15.008.430.00717111777.17111770526.953511374916/7/04 4.00163

15/07/04 16:00:0014.8115/7/04 16.007.880.00685459946.85459940656.963402571710/7/04 9.59164

15/07/04 17:00:0014.0715/7/04 17.006.260.00772502477.7250247286.973293768518/7/04 22.00165

15/07/04 18:00:0013.0615/7/04 18.005.530.00744807127.44807121666.973293768518/7/04 15.00166

15/07/04 19:00:0011.8515/7/04 19.003.890.00787339277.87339268056.983184965426/7/04 12.00167

15/07/04 20:00:0010.7915/7/04 20.002.60.00810089028.10089020776.993076162210/7/04 6.59168

15/07/04 21:00:009.6515/7/04 21.001.140.00841740858.41740850647.002967359119/7/04 1.00169

15/07/04 22:00:008.7415/7/04 22.001.470.00719090017.19090009897.022749752715/7/04 12.00170

15/07/04 23:00:007.2515/7/04 23.00-0.190.00735905047.35905044517.052423343215/7/04 2.00171

16/07/04 00:00:007.4616/7/04 0.000.030.00734915927.34915924837.052423343216/7/04 6.00172

16/07/04 01:00:007.8116/7/04 1.00-0.250.00797230467.97230464897.072205736920/7/04 11.00173

16/07/04 02:00:007.3116/7/04 2.00-0.330.00755687447.55687438187.072205736925/7/04 11.00174

16/07/04 03:00:006.3716/7/04 3.00-0.050.00635014846.3501483687.082096933719/7/04 6.00175

16/07/04 04:00:006.2816/7/04 4.00-0.750.00695351146.95351137497.082096933722/7/04 3.00176

16/07/04 05:00:006.0516/7/04 5.00-0.320.00630069246.30069238387.082096933724/7/04 11.00177

16/07/04 06:00:006.516/7/04 6.00-0.630.00705242337.05242334327.101879327410/7/04 18.59178

16/07/04 07:00:008.6416/7/04 7.00-0.830.00936696349.36696340267.141444114716/7/04 22.00179

16/07/04 08:00:0010.5916/7/04 8.000.30.010178041510.1780415437.141444114713/7/04 6.00180

16/07/04 09:00:0010.8416/7/04 9.002.890.00786350157.86350148377.171117705215/7/04 15.00181

16/07/04 10:00:0011.6716/7/04 10.006.040.00556874385.5687438187.171117705220/7/04 12.00182

16/07/04 11:00:0013.9616/7/04 11.006.580.00729970337.29970326417.181008902117/7/04 19.00183

16/07/04 12:00:0013.4216/7/04 12.007.670.00568743825.687438187.181008902125/7/04 9.00184

16/07/04 13:00:0012.3216/7/04 13.006.240.00601384776.01384767567.190900098917/7/04 23.00185

16/07/04 14:00:0011.216/7/04 14.003.450.00766567757.6656775477.190900098915/7/04 22.00186

16/07/04 15:00:0012.1416/7/04 15.004.520.0075370927.53709198817.200791295713/7/04 5.00187

16/07/04 16:00:0013.216/7/04 16.005.880.00724035617.24035608317.220573689413/7/04 10.00188

16/07/04 17:00:0012.7616/7/04 17.004.170.00849653818.49653808117.240356083112/7/04 22.59189

16/07/04 18:00:0012.5616/7/04 18.003.090.00936696349.36696340267.240356083116/7/04 16.00190

16/07/04 19:00:0011.616/7/04 19.002.740.00876360048.76360039567.240356083121/7/04 7.00191

16/07/04 20:00:0010.4316/7/04 20.002.220.00812067268.12067260147.260138476810/7/04 19.59192

16/07/04 21:00:009.2216/7/04 21.001.640.00749752727.49752720087.260138476811/7/04 10.59193

16/07/04 22:00:008.0316/7/04 22.000.810.00714144417.14144411477.270029673617/7/04 2.00194

16/07/04 23:00:007.7116/7/04 23.001.280.00636003966.36003956487.27992087049/7/04 1.59195

17/07/04 00:00:007.1417/7/04 0.000.30.00676557866.7655786357.279920870426/7/04 9.00196

17/07/04 01:00:006.6617/7/04 1.00-0.040.00662710196.62710187937.299703264116/7/04 11.00197

17/07/04 02:00:006.6717/7/04 2.00-0.680.00727002977.27002967367.319485657821/7/04 18.00198

17/07/04 03:00:006.8417/7/04 3.00-1.080.00783382797.83382789327.329376854624/7/04 12.00199

17/07/04 04:00:006.7617/7/04 4.00-1.320.0079920877.99208704257.339268051412/7/04 2.59200

17/07/04 05:00:006.5317/7/04 5.00-1.040.0074876367.4876360047.339268051417/7/04 22.00201

17/07/04 06:00:006.1717/7/04 6.00-1.40.0074876367.4876360047.349159248316/7/04 0.00202

17/07/04 07:00:006.9217/7/04 7.00-1.710.00853610298.53610286847.359050445115/7/04 23.00203

17/07/04 08:00:006.9317/7/04 8.00-1.490.00832838778.32838773497.378832838825/7/04 12.00204

17/07/04 09:00:0010.4417/7/04 9.002.180.00817012868.17012858567.388724035615/7/04 10.00205

17/07/04 10:00:0011.7717/7/04 10.005.290.00640949556.4094955497.388724035611/7/04 3.59206

17/07/04 11:00:0012.3317/7/04 11.006.610.00565776465.65776458957.438180019810/7/04 10.59207

17/07/04 12:00:0012.9817/7/04 12.006.530.0063798226.37982195857.448071216615/7/04 18.00208

17/07/04 13:00:0014.4817/7/04 13.006.090.00829871418.29871414447.48763600417/7/04 5.00209

17/07/04 14:00:0014.2717/7/04 14.006.070.00811078148.11078140457.48763600417/7/04 6.00210

17/07/04 15:00:0013.3617/7/04 15.005.710.00756676567.56676557867.497527200816/7/04 21.00211

17/07/04 16:00:009.7217/7/04 16.004.770.00489614244.89614243327.507418397612/7/04 20.59212

17/07/04 17:00:009.5417/7/04 17.003.70.0057764595.77645895157.527200791310/7/04 11.59213

17/07/04 18:00:0010.1617/7/04 18.002.510.00756676567.56676557867.537091988112/7/04 9.59214

17/07/04 19:00:009.6917/7/04 19.002.430.00718100897.18100890217.537091988127/7/04 6.00215

17/07/04 20:00:008.8517/7/04 20.002.870.00591493575.91493570727.537091988116/7/04 15.00216

17/07/04 21:00:007.8917/7/04 21.001.10.00671612276.71612265087.54698318510/7/04 14.59217

17/07/04 22:00:006.8817/7/04 22.00-0.540.00733926817.33926805147.54698318520/7/04 7.00218

17/07/04 23:00:005.5117/7/04 23.00-1.760.00719090017.19090009897.556874381826/7/04 13.00219

18/07/04 00:00:004.5618/7/04 0.00-1.840.0063303666.33036597437.556874381816/7/04 2.00220

18/07/04 01:00:004.1618/7/04 1.00-1.930.00602373896.02373887247.566765578617/7/04 15.00221

18/07/04 02:00:004.118/7/04 2.00-1.860.00589515335.89515331367.566765578617/7/04 18.00222

18/07/04 03:00:004.8918/7/04 3.00-1.570.00638971326.38971315537.566765578626/7/04 10.00223

18/07/04 04:00:003.5118/7/04 4.00-2.250.00569732945.69732937697.576656775515/7/04 9.00224

18/07/04 05:00:003.2318/7/04 5.00-2.450.00561819985.61819980227.576656775510/7/04 7.59225

18/07/04 06:00:002.7818/7/04 6.00-2.370.00509396645.09396636997.576656775512/7/04 12.59226Median value-7,576

18/07/04 07:00:002.9818/7/04 7.00-1.840.00476755694.76755687447.576656775514/7/04 16.00227

18/07/04 08:00:003.818/7/04 8.00-1.520.00526211675.26211671617.596439169112/7/04 14.59228

18/07/04 09:00:004.6118/7/04 9.00-10.00554896145.54896142437.60633036621/7/04 17.00229

18/07/04 10:00:005.3718/7/04 10.000.850.0044708214.47082096937.616221562813/7/04 9.00230

18/07/04 11:00:006.1618/7/04 11.001.170.00493570724.93570722067.616221562826/7/04 11.00231

18/07/04 12:00:006.9618/7/04 12.00-1.990.00885262128.85262116727.636003956521/7/04 1.00232

18/07/04 13:00:007.3118/7/04 13.00-0.770.0079920877.99208704257.636003956522/7/04 19.00233

18/07/04 14:00:007.3118/7/04 14.00-1.240.00845697338.45697329387.636003956527/7/04 9.00234

18/07/04 15:00:006.2318/7/04 15.00-0.820.00697329386.97329376857.66567754716/7/04 14.00235

18/07/04 16:00:005.118/7/04 16.00-1.660.00668644916.68644906037.705242334311/7/04 9.59236

18/07/04 17:00:004.3518/7/04 17.00-1.540.00582591495.82591493577.72502472815/7/04 17.00237

18/07/04 18:00:002.7618/7/04 18.00-2.530.00523244315.23244312567.734915924827/7/04 11.00238

18/07/04 19:00:002.4318/7/04 19.00-3.290.00565776465.65776458957.734915924810/7/04 23.59239

18/07/04 20:00:002.6418/7/04 20.00-3.510.00608308616.08308605347.744807121724/7/04 13.00240

18/07/04 21:00:002.6818/7/04 21.00-3.670.006280916.28090999017.764589515320/7/04 6.00241

18/07/04 22:00:002.8718/7/04 22.00-4.180.00697329386.97329376857.78437190910/7/04 22.59242

18/07/04 23:00:002.5918/7/04 23.00-4.310.00682492586.8249258167.794263105821/7/04 23.00243

19/07/04 00:00:002.6419/7/04 0.00-4.260.00682492586.8249258167.794263105827/7/04 3.00244

19/07/04 01:00:002.6119/7/04 1.00-4.470.00700296747.00296735917.804154302710/7/04 8.59245

19/07/04 02:00:001.9219/7/04 2.00-4.730.00657764596.57764589527.804154302711/7/04 2.59246

19/07/04 03:00:000.6519/7/04 3.00-4.980.00556874385.5687438187.823936696323/7/04 18.00247

19/07/04 04:00:001.2619/7/04 4.00-4.860.00605341256.05341246297.823936696324/7/04 8.00248

19/07/04 05:00:001.419/7/04 5.00-5.480.00680514346.80514342247.833827893217/7/04 3.00249

19/07/04 06:00:001.1719/7/04 6.00-5.990.00708209697.08209693377.833827893211/7/04 8.59250

19/07/04 07:00:001.2319/7/04 7.00-5.470.00662710196.62710187937.853610286825/7/04 10.00251

19/07/04 08:00:002.4119/7/04 8.00-4.550.0068842736.8842729977.863501483711/7/04 7.59252

19/07/04 09:00:003.1719/7/04 9.00-1.990.00510385765.10385756687.863501483716/7/04 9.00253

19/07/04 10:00:004.7619/7/04 10.0000.00470820974.70820969347.863501483715/7/04 8.00254

19/07/04 11:00:006.0319/7/04 11.001.090.00488625124.88625123647.863501483723/7/04 22.00255

19/07/04 12:00:007.1819/7/04 12.001.510.00560830865.60830860537.873392680515/7/04 19.00256

19/07/04 13:00:007.9619/7/04 13.001.060.00682492586.8249258167.873392680510/7/04 12.59257

19/07/04 14:00:006.9819/7/04 14.000.320.00658753716.5875370927.96241345214/7/04 3.00258

19/07/04 15:00:009.819/7/04 15.000.930.00877349168.77349159257.96241345224/7/04 16.00259

19/07/04 16:00:0011.2419/7/04 16.001.140.00999010889.99010880327.972304648912/7/04 3.59260

19/07/04 17:00:009.7219/7/04 17.000.990.00863501488.63501483687.972304648916/7/04 1.00261

19/07/04 18:00:007.6619/7/04 18.00-0.740.00830860538.30860534127.992087042517/7/04 4.00262

19/07/04 19:00:006.6619/7/04 19.00-2.770.00932739869.32739861527.992087042518/7/04 13.00263

19/07/04 20:00:005.1919/7/04 20.00-3.960.00905044519.05044510397.992087042524/7/04 15.00264

19/07/04 21:00:005.119/7/04 21.00-4.210.00920870439.20870425328.02176063326/7/04 4.00265

19/07/04 22:00:004.4319/7/04 22.00-4.480.00881305648.81305637988.02176063327/7/04 4.00266

19/07/04 23:00:003.4119/7/04 23.00-5.090.00840751738.40751730968.031651829921/7/04 0.00267

20/07/04 00:00:003.3920/7/04 0.00-5.780.00907022759.07022749758.03165182998/7/04 22.59268

20/07/04 01:00:002.6120/7/04 1.00-6.070.00858555898.58555885268.061325420414/7/04 4.00269

20/07/04 02:00:001.9820/7/04 2.00-6.260.00815034628.15034619198.071216617221/7/04 3.00270

20/07/04 03:00:002.6720/7/04 3.00-5.520.00810089028.10089020778.090999010912/7/04 10.59271

20/07/04 04:00:001.6120/7/04 4.00-5.30.0068348176.83481701298.100890207715/7/04 20.00272

20/07/04 05:00:001.2920/7/04 5.00-5.530.00674579626.74579624138.100890207720/7/04 3.00273

20/07/04 06:00:002.3220/7/04 6.00-5.530.00776458957.76458951538.110781404517/7/04 14.00274

20/07/04 07:00:003.220/7/04 7.00-4.430.00754698327.5469831858.120672601416/7/04 20.00275

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27/07/04 00:00:008.1127/7/04 0.00-0.910.00892185958.92185954510.613254203813/7/04 18.00436

27/07/04 01:00:007.927/7/04 1.00-1.220.00902077159.020771513410.652818991113/7/04 20.00437

27/07/04 02:00:006.9627/7/04 2.00-1.640.00850642938.506429277910.692383778413/7/04 21.00438

27/07/04 03:00:006.3327/7/04 3.00-1.550.00779426317.794263105810.850642927824/7/04 7.00439

27/07/04 04:00:006.1427/7/04 4.00-1.970.00802176068.02176063310.880316518325/7/04 21.00440

27/07/04 05:00:007.3227/7/04 5.00-2.070.00928783389.287833827910.909990108826/7/04 7.00441

27/07/04 06:00:00627/7/04 6.00-1.620.0075370927.537091988110.919881305625/7/04 20.00442

27/07/04 07:00:008.127/7/04 7.00-1.960.0099505449.950544015811.097922848725/7/04 7.00443

27/07/04 08:00:0010.3527/7/04 8.001.940.00831849658.318496538111.226508407526/7/04 20.00444

27/07/04 09:00:0013.5727/7/04 9.005.850.0076360047.636003956511.612265084124/7/04 19.00445

27/07/04 10:00:0016.3427/7/04 10.007.350.0088921868.892185954512.1562809111/7/04 17.59446

27/07/04 11:00:0016.8327/7/04 11.009.010.00773491597.734915924812.314540059325/7/04 19.00447

27/07/04 12:00:0018.1127/7/04 12.009.670.00834817018.348170128612.532146389726/7/04 19.00448

27/07/04 13:00:0019.4127/7/04 13.0010.010.0092977259.297725024712.720079129624/7/04 18.00449

27/07/04 14:00:0019.727/7/04 14.009.980.00961424339.614243323412.799208704326/7/04 18.00450

27/07/04 15:00:0019.8127/7/04 15.0010.540.00916913959.169139465914.25321463925/7/04 18.00451

27/07/04 16:00:0019.51Mean value7.508339529

27/07/04 17:00:0018.6Median value-7,576

27/07/04 18:00:0017.05

27/07/04 19:00:0014.33

27/07/04 20:00:0012.59

27/07/04 21:00:0011.34

27/07/04 22:00:0010.54

27/07/04 23:00:0010.03

28/07/04 00:00:008.67

28/07/04 01:00:008.86

28/07/04 02:00:007.65

28/07/04 03:00:006.87

28/07/04 04:00:006.61

28/07/04 05:00:006.6

28/07/04 06:00:006.22

28/07/04 07:00:008.91

28/07/04 08:00:0010.78

28/07/04 09:00:0013.68

28/07/04 10:00:0015.17

28/07/04 11:00:0017.21

28/07/04 12:00:0018.39

28/07/04 13:00:0016.83

28/07/04 14:00:0017.02

28/07/04 15:00:0017.61

28/07/04 16:00:0017.06

28/07/04 17:00:0016.83

28/07/04 18:00:0015.23

28/07/04 19:00:0012.7

28/07/04 20:00:0011.01

28/07/04 21:00:0010.12

28/07/04 22:00:009.56

28/07/04 23:00:008.61

29/07/04 00:00:008.23

29/07/04 01:00:008.04

29/07/04 02:00:006.93

29/07/04 03:00:006.45

29/07/04 04:00:006.19

29/07/04 05:00:005.63

29/07/04 06:00:005.35

29/07/04 07:00:005.53

29/07/04 08:00:005.72

29/07/04 09:00:006.98

29/07/04 10:00:006.75

29/07/04 11:00:007.46

29/07/04 12:00:008.94

29/07/04 13:00:0011.16

29/07/04 14:00:0012.24

29/07/04 15:00:0011.63

29/07/04 16:00:009.05

29/07/04 17:00:009.25

29/07/04 18:00:008.82

29/07/04 19:00:008.43

29/07/04 20:00:007.44

29/07/04 21:00:007.13

29/07/04 22:00:006.96

29/07/04 23:00:007.12

30/07/04 00:00:006.94

30/07/04 01:00:006.69

30/07/04 02:00:006.72

30/07/04 03:00:006.38

30/07/04 04:00:006.07

30/07/04 05:00:005.37

30/07/04 06:00:005.44

30/07/04 07:00:005.98

30/07/04 08:00:007.15

30/07/04 09:00:008.18

30/07/04 10:00:009.84

30/07/04 11:00:009.63

30/07/04 12:00:009.89

30/07/04 13:00:0010

30/07/04 14:00:0010.7

30/07/04 15:00:009.87

30/07/04 16:00:009.25

30/07/04 17:00:008.83

30/07/04 18:00:008.84

30/07/04 19:00:008.2

30/07/04 20:00:007.33

30/07/04 21:00:006.66

30/07/04 22:00:006.34

30/07/04 23:00:006.5

31/07/04 00:00:006.27

31/07/04 01:00:005.62

31/07/04 02:00:005.92

31/07/04 03:00:006.01

31/07/04 04:00:005.94

31/07/04 05:00:005.67

31/07/04 06:00:005.61

31/07/04 07:00:006.25

31/07/04 08:00:006.42

31/07/04 09:00:006.31

31/07/04 10:00:007.38

31/07/04 11:00:009.51

31/07/04 12:00:0010.49

31/07/04 13:00:0010.1

31/07/04 14:00:0010.26

31/07/04 15:00:0010.11

31/07/04 16:00:009.58

31/07/04 17:00:009.07

31/07/04 18:00:007.63

31/07/04 19:00:007.36

31/07/04 20:00:006.27

31/07/04 21:00:006.19

31/07/04 22:00:005.85

31/07/04 23:00:005.92

1/8/04 0:005.06

1/8/04 1:004.95

1/8/04 2:004.84

1/8/04 2:594.83

1/8/04 3:594.97

1/8/04 4:594.99

1/8/04 5:594.51

1/8/04 6:594.88

1/8/04 7:595.65

1/8/04 8:597.49

1/8/04 9:599.65

1/8/04 10:5910.97

1/8/04 11:5912.17

Hour Temp Urdukas_BC

0

0

0

0

0

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0

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0

0

0

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0

0

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0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

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0

0

0

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0

0

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0

0

0

0

0

0

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0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

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0

0

0

0

0

0

0

0

0

0

0

0

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0

0

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0

0

0

0

0

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0

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0

0

0

0

0

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0

0

0

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0

0

0

0

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0

0

0

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0

0

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0

0

0

0

0

0

0

0

0

Lapse rate

Date

Lapse rate(C/km)

Air temperature(corrected)

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

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0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

Lapse rate

Readings

Lapse rate(C/km)

Mean value:7,51

Median value:7,57

5 min temp

15.088312877411.580140040913.796481188812.937021246412.232252319313.6849751833

15.202479544111.694306707513.910647855513.051187913112.34641898613.79914185

15.316646210811.808473374214.024814522213.165354579712.460585652613.9133085167

15.430812877411.922640040914.138981188813.279521246412.574752319314.0274751833

15.544979544112.036806707514.253147855513.393687913112.68891898614.14164185

15.659146210812.150973374214.367314522213.507854579712.803085652614.2558085167

15.773312877412.265140040914.481481188813.622021246412.917252319314.3699751833

15.887479544112.379306707514.595647855513.736187913113.03141898614.48414185

16.001646210812.493473374214.709814522213.850354579713.145585652614.5983085167

16.115812877412.607640040914.823981188813.964521246413.259752319314.7124751833

16.229979544112.721806707514.938147855514.078687913113.37391898614.82664185

16.344146210812.835973374215.052314522214.192854579713.488085652614.9408085167

16.524979544113.016806707515.233147855514.373687913113.66891898615.12164185

16.705812877413.197640040915.413981188814.554521246413.849752319315.3024751833

16.886646210813.378473374215.594814522214.735354579714.030585652615.4833085167

17.067479544113.559306707515.775647855514.916187913114.21141898615.66414185

17.248312877413.740140040915.956481188815.097021246414.392252319315.8449751833

17.429146210813.920973374216.137314522215.277854579714.573085652616.0258085167

17.609979544114.101806707516.318147855515.458687913114.75391898616.20664185

17.790812877414.282640040916.498981188815.639521246414.934752319316.3874751833

17.971646210814.463473374216.679814522215.820354579715.115585652616.5683085167

18.152479544114.644306707516.860647855516.001187913115.29641898616.74914185

18.333312877414.825140040917.041481188816.182021246415.477252319316.9299751833

18.514146210815.005973374217.222314522216.362854579715.658085652617.1108085167

18.479979544114.971806707517.188147855516.328687913115.62391898617.07664185

18.445812877414.937640040917.153981188816.294521246415.589752319317.0424751833

18.411646210814.903473374217.119814522216.260354579715.555585652617.0083085167

18.377479544114.869306707517.085647855516.226187913115.52141898616.97414185

18.343312877414.835140040917.051481188816.192021246415.487252319316.9399751833

18.309146210814.800973374217.017314522216.157854579715.453085652616.9058085167

18.274979544114.766806707516.983147855516.123687913115.41891898616.87164185

18.240812877414.732640040916.948981188816.089521246415.384752319316.8374751833

18.206646210814.698473374216.914814522216.055354579715.350585652616.8033085167

18.172479544114.664306707516.880647855516.021187913115.31641898616.76914185

18.138312877414.630140040916.846481188815.987021246415.282252319316.7349751833

18.104146210814.595973374216.812314522215.952854579715.248085652616.7008085167

18.012479544114.504306707516.720647855515.861187913115.15641898616.60914185

17.920812877414.412640040916.628981188815.769521246415.064752319316.5174751833

17.829146210814.320973374216.537314522215.677854579714.973085652616.4258085167

17.737479544114.229306707516.445647855515.586187913114.88141898616.33414185

17.645812877414.137640040916.353981188815.494521246414.789752319316.2424751833

17.554146210814.045973374216.262314522215.402854579714.698085652616.1508085167

17.462479544113.954306707516.170647855515.311187913114.60641898616.05914185

17.370812877413.862640040916.078981188815.219521246414.514752319315.9674751833

17.279146210813.770973374215.987314522215.127854579714.423085652615.8758085167

17.187479544113.679306707515.895647855515.036187913114.33141898615.78414185

17.095812877413.587640040915.803981188814.944521246414.239752319315.6924751833

17.004146210813.495973374215.712314522214.852854579714.148085652615.6008085167

16.814979544113.306806707515.523147855514.663687913113.95891898615.41164185

16.625812877413.117640040915.333981188814.474521246413.769752319315.2224751833

16.436646210812.928473374215.144814522214.285354579713.580585652615.0333085167

16.247479544112.739306707514.955647855514.096187913113.39141898614.84414185

16.058312877412.550140040914.766481188813.907021246413.202252319314.6549751833

15.869146210812.360973374214.577314522213.717854579713.013085652614.4658085167

15.679979544112.171806707514.388147855513.528687913112.82391898614.27664185

15.490812877411.982640040914.198981188813.339521246412.634752319314.0874751833

15.301646210811.793473374214.009814522213.150354579712.445585652613.8983085167

15.112479544111.604306707513.820647855512.961187913112.25641898613.70914185

14.923312877411.415140040913.631481188812.772021246412.067252319313.5199751833

14.734146210811.225973374213.442314522212.582854579711.878085652613.3308085167

14.580812877411.072640040913.288981188812.429521246411.724752319313.1774751833

14.427479544110.919306707513.135647855512.276187913111.57141898613.02414185

14.274146210810.765973374212.982314522212.122854579711.418085652612.8708085167

14.120812877410.612640040912.828981188811.969521246411.264752319312.7174751833

13.967479544110.459306707512.675647855511.816187913111.11141898612.56414185

13.814146210810.305973374212.522314522211.662854579710.958085652612.4108085167

13.660812877410.152640040912.368981188811.509521246410.804752319312.2574751833

13.50747954419.999306707512.215647855511.356187913110.65141898612.10414185

13.35414621089.845973374212.062314522211.202854579710.498085652611.9508085167

13.20081287749.692640040911.908981188811.049521246410.344752319311.7974751833

13.04747954419.539306707511.755647855510.896187913110.19141898611.64414185

12.89414621089.385973374211.602314522210.742854579710.038085652611.4908085167

12.84081287749.332640040911.548981188810.68952124649.984752319311.4374751833

12.78747954419.279306707511.495647855510.63618791319.93141898611.38414185

12.73414621089.225973374211.442314522210.58285457979.878085652611.3308085167

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