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rgiid
stringlengths
14
14
slope_20prc
float64
0
49.5
z_mean
int64
0
7.28k
area_debris_prc
float64
0
0.99
norm_contrib_area
float64
0
1.58
temp_anom_2000_to_2019
float64
-1.07
3.54
prcp_anom_2000_to_2019
float64
-78.77
47.5
mb_err
float64
0.04
0.55
lat
float64
-78.19
83.6
lon
float64
-174.12
172
rgi_o1_code
stringclasses
19 values
rgi_o1_name
stringclasses
19 values
rgi_o2_code
int64
1
24
rgi_o2_name
stringclasses
76 values
x
float64
-3,106,625.36
4.32M
y
float64
-3,684,410.99
3.66M
crs
stringclasses
14 values
x_ecef
float64
-4,599,184.39
4.5M
y_ecef
float64
-6,255,216.97
5.66M
z_ecef
float64
-6,221,225.62
6.32M
mb
float64
-4.72
2.45
RGI60-01.00004
15.301856
1,900
0.043871
0.212225
1.048772
1.451691
0.1416
63.381
-146.12
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-213,160.820749
803,075.287602
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,378,904.663226
-1,597,352.519569
5,679,132.258749
-0.4075
RGI60-01.00005
18.199539
1,912
0.054276
0.31131
1.063219
0.049553
0.142
63.551
-147.057
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-258,516.144588
825,280.135173
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,390,480.290954
-1,549,017.160871
5,687,597.647063
0.039
RGI60-01.00006
5.688009
1,953
0.606286
0.835616
1.007311
-3.203342
0.1152
63.571
-146.244
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-217,944.444295
824,613.17796
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,366,600.867665
-1,581,670.645992
5,688,590.280271
0.2596
RGI60-01.00010
10.031186
1,652
0.144778
0.073778
1.063219
0.049553
0.1428
63.513
-147.17
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-264,475.789404
821,497.210053
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,396,716.891926
-1,546,355.350972
5,685,709.7322
-0.7223
RGI60-01.00012
13.996318
1,712
0.173076
0.102463
1.045424
1.414085
0.1603
63.366
-146.651
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-239,845.973386
803,200.784574
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,394,854.642879
-1,576,058.954236
5,678,382.908131
-0.586
RGI60-01.00013
3.910737
1,782
0.289121
0.205914
1.045424
1.414085
0.0895
63.499329
-146.684082
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-240,404.584618
818,146.445425
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,384,656.173868
-1,567,374.868313
5,685,029.89814
-0.6076
RGI60-01.00016
9.007111
1,906
0.315248
0.212229
1.082436
1.729298
0.1399
63.675205
-147.557892
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-282,192.984728
841,105.840173
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,393,463.445266
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5,693,750.926662
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RGI60-01.00017
13.769101
1,892
0.084814
0.223745
1.045424
1.414085
0.1337
63.459
-146.746
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-243,824.461238
813,885.504795
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,389,712.287778
-1,567,002.587624
5,683,022.597998
-0.5968
RGI60-01.00019
12.08869
1,794
0.057408
0.286364
1.082436
1.729298
0.1534
63.538
-147.527
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-281,992.614579
825,731.487485
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,404,200.895783
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5,686,952.063332
-0.6236
RGI60-01.00020
6.009462
1,809
0.091296
0.110762
1.048772
1.451691
0.1065
63.357
-146.361
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-225,402.470952
801,193.51862
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,387,593.40823
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5,677,933.110703
-0.6819
RGI60-01.00021
4.185508
1,736
0.090859
0.168311
1.045424
1.414085
0.0995
63.404831
-146.606262
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-237,293.32288
807,360.000903
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,390,392.397423
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5,680,321.972208
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RGI60-01.00022
5.343482
1,822
0.069036
0.13691
1.045424
1.414085
0.097
63.434
-146.678
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-240,638.450238
810,859.658259
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,389,933.796755
-1,571,207.037055
5,681,776.842446
-0.6052
RGI60-01.00023
13.077851
1,831
0.079011
0.231775
1.063219
0.049553
0.1438
63.553
-147.004
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-255,864.573963
825,298.989739
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,388,878.977053
-1,551,119.048314
5,687,696.941614
-0.3013
RGI60-01.00025
6.993707
1,773
0.117365
0.332447
1.048772
1.451691
0.1467
63.383995
-146.230652
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-218,674.935691
803,764.893416
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,381,736.98249
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5,679,281.835209
-0.9403
RGI60-01.00027
5.966262
1,848
0.527916
1.579973
1.007311
-3.203342
0.1213
63.535065
-146.262817
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-219,149.790779
820,676.688347
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,370,102.721264
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5,686,806.25477
-0.5423
RGI60-01.00029
12.148134
1,883
0.042622
0.076326
1.045424
1.414085
0.1238
63.476
-146.811
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-246,922.456646
816,013.833277
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,390,069.631573
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5,683,869.092944
-0.4608
RGI60-01.00030
10.174212
1,994
0.459855
1.579973
1.034649
-1.377766
0.1355
63.647842
-146.551605
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-232,616.685296
834,195.601041
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,368,656.020739
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5,692,397.63897
-0.244
RGI60-01.00032
5.61763
2,130
0.19709
0.509145
1.034649
-1.377766
0.1305
63.640633
-146.930984
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-251,477.195799
834,765.065665
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,379,568.132233
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5,692,040.847366
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RGI60-01.00033
7.815715
1,906
0.598339
1.579973
1.034649
-1.377766
0.1476
63.68
-146.872
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-248,217.355608
838,922.004594
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,374,678.321366
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5,693,987.928449
-0.2823
RGI60-01.00034
13.238853
2,366
0.012493
0.033841
1.034649
-1.377766
0.1586
63.682
-146.81
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-245,132.119424
838,915.978714
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,372,832.774909
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5,694,086.775126
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RGI60-01.00035
4.799742
1,926
0.228328
0.29551
1.063219
0.049553
0.113
63.648
-147.442
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-276,720.617181
837,599.338103
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-2,392,671.904587
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5,692,405.436795
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RGI60-01.00036
16.717957
1,890
0.064869
0.171564
1.045424
1.414085
0.1249
63.399
-146.645
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-239,276.634568
806,849.240108
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5,680,030.965018
-0.2472
RGI60-01.00037
3.801891
1,780
0.198632
0.306755
1.045424
1.414085
0.0818
63.469173
-146.528168
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-232,878.515916
814,242.144482
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,382,891.158456
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5,683,529.232192
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RGI60-01.00038
4.610862
2,074
0.294636
0.36215
1.007311
-3.203342
0.0733
63.603
-146.469
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-228,875.489422
828,923.340754
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,370,130.744278
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5,690,177.049642
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RGI60-01.00039
8.872647
1,720
0.113879
0.325759
1.048772
1.451691
0.1458
63.395
-146.062
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-210,158.308635
804,449.887492
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,376,128.921403
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5,679,831.30102
-0.9397
RGI60-01.00040
4.891888
1,755
0.247553
0.284676
1.082436
1.729298
0.1132
63.539
-147.629
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-287,050.800584
826,275.81885
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,406,836.654951
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5,687,001.734027
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RGI60-01.00041
4.188893
1,803
0.389674
0.88513
1.063219
0.049553
0.1089
63.657
-147.107
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-260,051.410765
837,256.898925
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,382,943.875167
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5,692,850.692317
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RGI60-01.00042
4.263813
1,652
0.336647
0.960838
1.082436
1.729298
0.1595
63.594097
-147.579269
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-284,042.244376
832,184.934986
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,400,869.07833
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5,689,735.765882
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RGI60-01.00044
4.393768
1,916
0.412241
0.706986
1.034649
-1.377766
0.0973
63.710953
-146.692154
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-239,060.820401
841,709.455155
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-2,367,217.302128
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5,695,516.938769
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RGI60-01.00045
5.189924
1,828
0.090557
0.136752
1.063219
0.049553
0.1123
63.551
-147.466
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-278,837.055921
826,920.573489
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5,687,597.647063
-0.6359
RGI60-01.00046
3.90736
1,604
0.229123
0.248946
1.063219
0.049553
0.1048
63.542
-147.277
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-269,531.182448
825,146.848051
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,397,166.095219
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5,687,150.735706
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RGI60-01.00068
9.671798
1,678
0.110321
0.161654
1.011309
1.570366
0.1343
63.391
-145.97
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-205,584.628605
803,719.521516
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
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RGI60-01.00077
21.473112
1,930
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0.145352
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1.451691
0.1486
63.379
-146.181
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-216,227.736569
803,048.118025
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-2,380,769.518908
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5,679,032.367851
-0.3223
RGI60-01.00080
9.522229
1,673
0.152695
0.386969
1.048772
1.451691
0.1532
63.34288
-146.443939
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-229,665.027255
799,904.385158
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-2,391,062.838724
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5,677,227.15829
-0.8748
RGI60-01.00118
10.44845
1,961
0.249767
0.393877
1.082436
1.729298
0.1477
63.646
-147.535
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-281,343.93594
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+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,395,317.013042
-1,523,928.959655
5,692,306.472023
-0.4121
RGI60-01.00119
12.052307
1,804
0.158325
0.293904
1.082436
1.729298
0.1295
63.567
-147.701
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-290,348.616487
829,696.629083
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-2,406,389.890664
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5,688,391.809153
-0.5266
RGI60-01.00135
8.806191
1,740
0.113731
0.203698
1.045424
1.414085
0.1558
63.393
-146.73
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-243,574.499872
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-2,394,775.865187
-1,571,279.390718
5,679,731.458627
-0.9624
RGI60-01.00138
8.901766
1,973
0.567354
0.777102
1.082436
1.729298
0.1538
63.634
-147.581
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-283,738.331056
836,625.499729
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,397,551.505623
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5,691,712.537533
-0.4207
RGI60-01.00140
11.118855
1,858
0.526605
0.631837
1.082436
1.729298
0.2007
63.682
-147.648
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-286,581.736507
842,243.472223
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,395,279.658079
-1,517,277.356816
5,694,086.775126
-1.0395
RGI60-01.00148
22.8111
1,848
0.493201
0.274693
1.082436
1.729298
0.1371
63.673
-147.727
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-290,577.187855
841,584.200399
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,398,129.725899
-1,514,453.425222
5,693,641.910364
-0.4407
RGI60-01.00159
9.961408
1,748
0.069266
0.224063
1.045424
1.414085
0.1639
63.387
-146.771
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-245,674.062751
805,970.585025
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,396,399.825297
-1,569,892.99936
5,679,431.88987
-0.8742
RGI60-01.00165
10.411572
2,155
0.110439
0.349098
1.063219
0.049553
0.1527
63.748699
-147.295471
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-268,530.573377
848,193.189739
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,380,289.332342
-1,528,384.293934
5,697,379.291346
-0.7394
RGI60-01.00171
11.832244
2,090
0.124949
0.33268
1.063219
0.049553
0.1518
63.752129
-147.236176
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-265,573.017894
848,337.77459
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,378,418.007902
-1,530,661.295909
5,697,548.370775
-0.6913
RGI60-01.00176
9.843786
1,961
0.4156
0.385161
1.063219
0.049553
0.1405
63.691
-147.409
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-274,679.294559
842,241.653275
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,388,172.071198
-1,526,771.249884
5,694,531.499193
-0.777
RGI60-01.00187
7.921479
1,995
0.55029
1.17549
1.063219
0.049553
0.1491
63.70826
-147.296417
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-268,952.918883
843,702.626159
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,383,716.061756
-1,530,529.011839
5,695,383.966854
-0.7766
RGI60-01.00242
6.157786
1,576
0.663189
1.451116
1.007311
-3.203342
0.1226
63.531403
-146.101166
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-211,130.653045
819,750.183636
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,365,930.733407
-1,589,769.599661
5,686,624.321814
-0.4067
RGI60-01.00291
14.115365
1,991
0.116785
0.067739
1.082436
1.729298
0.1431
63.648
-147.714
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-290,184.31523
838,750.758161
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,399,897.39443
-1,516,331.521975
5,692,405.436795
-0.4713
RGI60-01.00295
11.680737
1,792
0.038735
0.126
1.045424
1.414085
0.1651
63.474
-146.887
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-250,727.202716
816,073.66201
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,392,308.327341
-1,560,299.759448
5,683,769.531307
-0.8262
RGI60-01.00297
7.398983
1,714
0.137875
0.5048
1.082436
1.729298
0.1469
63.543503
-147.733582
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-292,201.082202
827,228.196981
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,409,237.559959
-1,521,081.092137
5,687,225.370142
-0.7414
RGI60-01.00298
10.607543
1,643
0.185206
0.874012
1.082436
1.729298
0.1708
63.53
-147.835
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-297,375.530284
826,174.716552
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,413,066.869692
-1,517,531.481091
5,686,554.635318
-1.0588
RGI60-01.00312
3.596794
1,636
0.353593
0.201488
0.984437
-1.002422
0.1231
63.249
-145.193
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-167,506.057062
785,751.619296
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,363,544.816397
-1,643,134.724733
5,672,524.603138
-0.8229
RGI60-01.00313
6.661895
1,792
0.303725
0.841687
1.017645
-1.509235
0.1848
63.214
-144.299
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-122,666.764159
779,920.050038
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,340,448.528948
-1,681,844.817685
5,670,767.515469
-0.4886
RGI60-01.00314
11.854897
2,000
0.083197
0.238358
1.009397
-1.215866
0.1651
63.319
-144.937
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-154,260.645469
792,932.113696
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,350,474.834026
-1,649,674.795755
5,676,032.419614
-0.2535
RGI60-01.00315
12.9526
2,019
0.060837
0.297617
1.009397
-1.215866
0.1721
63.324
-144.961
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-155,438.856159
793,544.326972
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,350,757.898815
-1,648,404.167822
5,676,282.653392
-0.5909
RGI60-01.00321
8.589502
1,814
0.035873
0.047795
0.984437
-1.002422
0.1442
63.249
-145.317
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-173,743.29251
786,067.027958
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,367,095.364205
-1,638,015.677429
5,672,524.603138
-0.5724
RGI60-01.00326
9.416041
1,751
0.113118
0.335539
0.984437
-1.002422
0.1792
63.26
-145.349
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-175,287.467324
787,374.912122
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,367,109.100267
-1,636,070.826907
5,673,076.393004
-1.0115
RGI60-01.00336
13.151436
1,927
0.106821
0.306712
1.017645
-1.509235
0.169
63.222931
-144.345093
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-124,951.685343
780,999.985001
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,341,078.659579
-1,679,443.426497
5,671,216.070786
-0.5259
RGI60-01.00342
11.104336
2,173
0.157811
0.325499
1.009779
-2.801193
0.1466
63.501236
-145.207626
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-166,803.06579
813,872.497778
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,343,322.970736
-1,628,189.360032
5,685,124.76392
-0.5334
RGI60-01.00348
8.549423
2,095
0.056506
0.812426
1.009779
-2.801193
0.1936
63.541
-145.146
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-163,506.698934
818,148.164031
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,338,314.574208
-1,628,441.468906
5,687,101.070215
-0.8893
RGI60-01.00351
13.698101
1,856
0.300789
0.653804
1.009779
-2.801193
0.1605
63.57
-145.23
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-167,523.544987
821,584.681196
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,338,321.882704
-1,623,360.944078
5,688,540.665094
-0.0091
RGI60-01.00368
15.40397
2,144
0.166324
0.119329
0.984437
-1.002422
0.1652
63.441719
-145.089233
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-161,226.023766
806,955.742424
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,344,821.173721
-1,636,425.047981
5,682,161.600271
-0.3031
RGI60-01.00377
10.883887
1,814
0.043148
0.061036
0.984437
-1.002422
0.1735
63.222
-145.078
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-161,868.877336
782,462.989497
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,362,445.343893
-1,649,413.630015
5,671,169.322324
-0.8079
RGI60-01.00390
10.403211
1,737
0.442652
0.3975
1.011309
1.570366
0.2186
63.283
-145.513
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-183,389.427358
790,373.832428
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,369,895.027601
-1,627,992.146581
5,674,229.458882
-1.127
RGI60-01.00399
15.730835
1,937
0.046243
0.441096
1.00643
-3.50486
0.1571
63.546
-145.579
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-185,037.420049
819,831.027877
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,350,142.652145
-1,610,441.788505
5,687,349.380324
-0.1776
RGI60-01.00409
12.055368
1,880
0.498659
0.336874
1.009397
-1.215866
0.1777
63.388
-144.758
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-144,935.004433
800,217.083034
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,339,695.117985
-1,653,043.2257
5,679,481.822327
-0.5637
RGI60-01.00425
11.874377
1,748
0.509961
0.385344
1.009397
-1.215866
0.1671
63.241
-144.917
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-153,662.723827
784,200.103759
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,356,253.858389
-1,654,958.727103
5,672,123.169927
-0.6399
RGI60-01.00426
15.475552
1,699
0.712636
0.962164
1.009397
-1.215866
0.1695
63.176
-144.581
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-137,052.018126
776,232.99727
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,351,778.782922
-1,672,496.215141
5,668,857.421411
-0.4638
RGI60-01.00434
10.451705
1,810
0.321011
0.713347
1.017645
-1.509235
0.234
63.139
-144.211
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-118,531.971468
771,406.883509
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,343,914.276505
-1,689,800.314529
5,666,995.194059
-1.6033
RGI60-01.00436
12.971693
1,795
0.354904
0.393539
1.017645
-1.509235
0.181
63.229
-144.293
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-122,302.333986
781,580.074405
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,339,060.330536
-1,681,218.719332
5,671,520.812515
-0.6665
RGI60-01.00537
13.504566
2,083
0.124466
0.425509
0.984437
-1.002422
0.1644
63.466
-145.373
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-175,261.119431
810,371.477395
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,350,904.689568
-1,623,416.102012
5,683,371.215416
-0.2351
RGI60-01.00544
7.596637
1,877
0.317314
0.453025
1.009397
-1.215866
0.1401
63.352
-144.881
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-151,280.006748
796,479.49428
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,346,172.542627
-1,650,080.270343
5,677,683.162628
-0.4769
RGI60-01.00556
4.415326
2,008
0.076346
0.380227
0.984437
-1.002422
0.122
63.489044
-145.453186
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-179,123.115895
813,148.909793
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,351,281.280378
-1,618,821.031894
5,684,518.273226
-0.7018
RGI60-01.00557
7.890733
1,865
0.124905
0.481826
1.00643
-3.50486
0.1462
63.505875
-145.578339
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-185,259.029552
815,362.699703
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,353,426.74777
-1,612,732.14699
5,685,355.451133
-0.6992
RGI60-01.00558
7.373366
1,924
0.215111
0.551655
1.00643
-3.50486
0.1471
63.506
-145.627
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-187,683.893815
815,512.062176
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,354,785.271302
-1,610,725.736188
5,685,361.68523
-0.2127
RGI60-01.00559
17.57872
2,142
0.029119
0.153803
1.011309
1.570366
0.1547
63.483
-145.637
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-188,330.526473
812,980.016335
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,356,960.271867
-1,611,609.7169
5,684,217.504058
-0.0492
RGI60-01.00560
8.23879
1,578
0.33317
1.026715
1.011309
1.570366
0.1771
63.495087
-145.682098
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-190,501.448721
814,452.806147
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,357,232.312482
-1,609,074.3063
5,684,818.894085
-1.0691
RGI60-01.00561
5.861081
1,749
0.369508
0.284597
0.984437
-1.002422
0.1356
63.452843
-145.473465
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-180,357.747007
809,173.255976
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,354,828.613095
-1,620,035.094495
5,682,715.879518
-0.7988
RGI60-01.00564
18.255806
2,177
0.069387
0.73072
0.984437
-1.002422
0.1648
63.416
-145.112
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-162,506.402371
804,146.899881
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,347,574.45454
-1,636,959.777085
5,680,879.227741
-0.1219
RGI60-01.00565
6.605376
2,044
0.250718
0.565681
0.984437
-1.002422
0.136
63.424789
-145.242889
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-169,002.610849
805,449.189996
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,350,588.017351
-1,631,093.072482
5,681,317.604593
-0.5991
RGI60-01.00566
4.113633
1,730
0.315118
0.41116
0.984437
-1.002422
0.136
63.36
-145.141
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-164,270.078598
797,982.111785
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,352,982.163476
-1,638,961.166333
5,678,083.058767
-1.0295
RGI60-01.00569
5.895893
1,814
0.198623
0.187833
0.984437
-1.002422
0.1412
63.360847
-145.412811
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-177,885.454639
798,769.981484
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,360,661.377096
-1,627,732.282046
5,678,125.414921
-0.6445
RGI60-01.00570
8.152016
1,809
0.104209
0.11389
0.984437
-1.002422
0.1448
63.281
-145.427
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-179,081.476231
789,918.805131
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,367,612.734357
-1,631,660.481237
5,674,129.228625
-0.7728
RGI60-01.00571
5.177823
1,602
0.366386
0.179982
0.984437
-1.002422
0.1414
63.321
-145.449
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-179,942.233136
794,430.583202
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,364,958.363722
-1,628,492.192075
5,676,132.518319
-1.01
RGI60-01.00572
4.110939
1,713
0.138269
0.22477
0.984437
-1.002422
0.1441
63.241
-145.028
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-159,248.739518
784,458.985282
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,359,455.611793
-1,650,390.817221
5,672,123.169927
-0.944
RGI60-01.00574
7.063931
1,903
0.229888
0.242825
1.009397
-1.215866
0.1441
63.189
-144.614
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-138,655.900568
777,748.739966
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,351,687.38154
-1,670,392.546167
5,669,511.15564
-0.4084
RGI60-01.00576
4.819788
1,595
0.450579
0.585168
1.009397
-1.215866
0.1445
63.283783
-144.834229
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-149,280.419249
788,777.657971
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,350,378.956055
-1,655,908.017132
5,674,268.695087
-1.0158
RGI60-01.00578
4.879734
1,679
0.487933
0.546103
1.017645
-1.509235
0.1347
63.261719
-144.474152
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-131,280.307204
785,567.12983
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,341,713.753338
-1,671,922.642724
5,673,162.591259
-0.7674
RGI60-01.00579
6.25724
1,754
0.21659
0.48292
1.009397
-1.215866
0.1558
63.186317
-144.522171
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-134,037.424762
777,263.351442
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,349,224.511416
-1,674,314.375091
5,669,376.281208
-0.7371
RGI60-01.00581
10.121618
1,881
0.18978
0.260427
1.017645
-1.509235
0.1823
63.173
-144.46
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-130,960.808021
775,657.199642
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,348,484.299941
-1,677,632.537827
5,668,706.518169
-0.8723
RGI60-01.00582
7.337241
1,824
0.324653
0.5838
1.017645
-1.509235
0.1879
63.159
-144.414
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-128,700.549101
774,008.744424
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,348,269.063793
-1,680,327.788694
5,668,002.097311
-0.8858
RGI60-01.00584
10.2363
1,731
0.416242
0.526141
1.017645
-1.509235
0.1949
63.171
-144.316
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-123,703.026562
775,161.167863
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,344,422.12015
-1,683,645.659033
5,668,605.907364
-1.1459
RGI60-01.00592
11.453501
2,197
0.099062
0.220059
1.009779
-2.801193
0.1461
63.557
-145.196
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-165,905.900521
820,052.614866
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,338,423.604788
-1,625,488.8675
5,687,895.509897
-0.4392
RGI60-01.00593
15.795259
2,324
0.015072
0.068488
1.009779
-2.801193
0.1535
63.538
-145.245
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-168,454.658258
818,059.363714
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,341,370.795427
-1,624,569.388581
5,686,952.063332
-0.2447
RGI60-01.00594
12.120701
2,197
0.126691
0.306938
0.984437
-1.002422
0.1523
63.484
-145.249
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-168,966.030605
812,057.067372
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,345,910.735939
-1,627,476.833587
5,684,267.270139
-0.4806
RGI60-01.00595
17.888018
2,376
0.071806
0.243558
1.009779
-2.801193
0.1611
63.533
-145.192
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-165,843.22083
817,370.441825
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,340,276.696897
-1,627,019.331119
5,686,703.683833
-0.3677
RGI60-01.00596
14.499948
2,206
0.076666
0.177637
1.009779
-2.801193
0.1409
63.510822
-145.276489
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-170,181.434262
815,112.98485
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,344,492.128125
-1,624,827.019997
5,685,601.463695
-0.3145
RGI60-01.00600
17.603371
1,960
0.234093
0.214032
1.009397
-1.215866
0.1629
63.323
-144.901
RGI-01
Alaska
2
Alaska Ra (Wrangell/Kilbuck)
-152,432.968922
793,295.241525
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,349,111.89553
-1,650,922.241563
5,676,232.610099
-0.1584
RGI60-01.00641
8.269554
1,863
0.01025
0.358265
0.852318
0.068916
0.1813
59.559
-134.614
RGI-01
Alaska
6
N Coast Ranges
409,469.268562
392,249.174844
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,275,229.417988
-2,306,094.128413
5,475,748.051369
-0.7233
RGI60-01.00660
8.050211
1,364
0.333647
0.68013
0.857247
-0.163094
0.1984
59.516
-135.108
RGI-01
Alaska
6
N Coast Ranges
382,153.745476
384,605.595897
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,297,952.812195
-2,289,306.022761
5,473,319.447314
-0.7542
RGI60-01.00670
13.291654
1,212
0.735778
1.021462
0.857247
-0.163094
0.1862
59.515
-135.17
RGI-01
Alaska
6
N Coast Ranges
378,670.285822
384,147.870197
+proj=aeqd +lat_0=56.233323 +lon_0=-141.865842 +datum=WGS84 +units=m +no_defs +type=crs
-2,300,496.820204
-2,286,885.742203
5,473,262.931473
-0.5835
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Cluster-wise Regression Reveals Drivers of Present-Day Glacier Changes

TODO: add link paper

This dataset contains glacier-level data used for cluster-wise glacier mass-balance regression.

CSV data

df_mb_with_morpho_and_clim_GSWP3_W5E5.csv contains one row per glacier, indexed by RGI ID. It includes selected morphological predictors, climate anomalies, location/region metadata, projected coordinates, observed mass balance (mb), and mass-balance uncertainty (mb_err). The main predictors used here are:

  • slope_20prc
  • z_mean
  • area_debris_prc
  • norm_contrib_area
  • temp_anom_2000_to_2019
  • prcp_anom_2000_to_2019

Cluster GeoPackages

The files in clusters_geocoded/ contain geocoded glacier points for each analysis region. Each file includes the glacier attributes above, a selected cluster label, and the full set of available clustering labels (clabels_*) for different numbers of clusters.

Cluster labels were generated with the SpatialRegWard method. The GeoPackage geometries are point locations reprojected to the local CRS used for each region.

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