Note
Go to the end to download the full example code
From/to GeoPandas#
This example demonstrates importing or exporting a geopandas.GeoDataFrame from and to a Vector.
A vector can be imported from a geopandas.GeoDataFrame simply by instantiating Vector.
import geopandas as gpd
import geoutils as gu
filename_vect = gu.examples.get_path("exploradores_rgi_outlines")
ds = gpd.read_file(filename_vect)
vect = gu.Vector(ds)
vect
Vector(
ds= RGIId ... geometry
0 RGI60-17.08409 ... MULTIPOLYGON (((-73.11803 -46.64900, -73.11829...
1 RGI60-17.08414 ... MULTIPOLYGON (((-73.10885 -46.64261, -73.10886...
2 RGI60-17.08421 ... MULTIPOLYGON (((-73.11682 -46.63879, -73.11678...
3 RGI60-17.08422 ... MULTIPOLYGON (((-73.10885 -46.64261, -73.10924...
4 RGI60-17.08440 ... MULTIPOLYGON (((-73.13223 -46.60028, -73.13225...
5 RGI60-17.08444 ... MULTIPOLYGON (((-73.06497 -46.59154, -73.06456...
6 RGI60-17.08461 ... MULTIPOLYGON (((-73.11366 -46.58218, -73.11259...
7 RGI60-17.08470 ... MULTIPOLYGON (((-73.06988 -46.57715, -73.06988...
8 RGI60-17.08481 ... MULTIPOLYGON (((-73.10740 -46.56410, -73.10700...
9 RGI60-17.08503 ... MULTIPOLYGON (((-73.13354 -46.55352, -73.13340...
10 RGI60-17.08517 ... MULTIPOLYGON (((-73.11662 -46.54876, -73.11676...
11 RGI60-17.08519 ... MULTIPOLYGON (((-73.12973 -46.54177, -73.12953...
12 RGI60-17.08523 ... MULTIPOLYGON (((-73.08150 -46.54548, -73.08151...
13 RGI60-17.08531 ... MULTIPOLYGON (((-73.06693 -46.54848, -73.06715...
14 RGI60-17.08558 ... MULTIPOLYGON (((-73.09498 -46.51290, -73.09496...
15 RGI60-17.08613 ... MULTIPOLYGON (((-73.26343 -46.48548, -73.26342...
16 RGI60-17.08618 ... MULTIPOLYGON (((-73.26768 -46.48257, -73.26798...
17 RGI60-17.08626 ... MULTIPOLYGON (((-73.27852 -46.47776, -73.27857...
18 RGI60-17.08631 ... MULTIPOLYGON (((-73.25453 -46.48264, -73.25492...
19 RGI60-17.08639 ... MULTIPOLYGON (((-73.35668 -46.47795, -73.35670...
20 RGI60-17.08642 ... MULTIPOLYGON (((-73.26943 -46.48095, -73.26939...
21 RGI60-17.08643 ... MULTIPOLYGON (((-73.14301 -46.46434, -73.14303...
22 RGI60-17.08646 ... MULTIPOLYGON (((-73.34771 -46.46459, -73.34769...
23 RGI60-17.08651 ... MULTIPOLYGON (((-73.12796 -46.45651, -73.12799...
24 RGI60-17.08658 ... MULTIPOLYGON (((-73.12474 -46.45528, -73.12476...
25 RGI60-17.08663 ... MULTIPOLYGON (((-73.16107 -46.44905, -73.16106...
26 RGI60-17.08664 ... MULTIPOLYGON (((-73.33401 -46.45251, -73.33440...
27 RGI60-17.08668 ... MULTIPOLYGON (((-73.15723 -46.44710, -73.15690...
28 RGI60-17.08673 ... MULTIPOLYGON (((-73.39064 -46.44468, -73.39045...
29 RGI60-17.08703 ... MULTIPOLYGON (((-73.38584 -46.45433, -73.38580...
30 RGI60-17.15808 ... MULTIPOLYGON (((-73.79749 -46.66563, -73.79788...
31 RGI60-17.15809 ... MULTIPOLYGON (((-73.35278 -46.60069, -73.35277...
32 RGI60-17.15815 ... MULTIPOLYGON (((-73.56531 -46.54740, -73.56492...
33 RGI60-17.15821 ... MULTIPOLYGON (((-73.41283 -46.50246, -73.41283...
34 RGI60-17.15822 ... MULTIPOLYGON (((-73.40283 -46.49692, -73.40284...
35 RGI60-17.15825 ... MULTIPOLYGON (((-73.31737 -46.54240, -73.31698...
36 RGI60-17.15826 ... MULTIPOLYGON (((-73.30579 -46.52468, -73.30657...
37 RGI60-17.15827 ... MULTIPOLYGON (((-73.27290 -46.51339, -73.27289...
38 RGI60-17.15828 ... MULTIPOLYGON (((-73.25946 -46.51777, -73.25946...
39 RGI60-17.15829 ... MULTIPOLYGON (((-73.25347 -46.52173, -73.25386...
40 RGI60-17.15830 ... MULTIPOLYGON (((-73.24741 -46.52785, -73.24742...
41 RGI60-17.15831 ... MULTIPOLYGON (((-73.21109 -46.59721, -73.21070...
42 RGI60-17.15832 ... MULTIPOLYGON (((-73.19973 -46.58543, -73.19973...
43 RGI60-17.15833 ... MULTIPOLYGON (((-73.22511 -46.63577, -73.22785...
44 RGI60-17.15834 ... MULTIPOLYGON (((-73.22215 -46.66623, -73.22213...
45 RGI60-17.15835 ... MULTIPOLYGON (((-73.24759 -46.65583, -73.24720...
46 RGI60-17.15836 ... MULTIPOLYGON (((-73.30945 -46.70913, -73.30945...
[47 rows x 23 columns]
crs=EPSG:4326
bounds=BoundingBox(left=-73.85175999999996, bottom=-46.83761999999996, right=-73.05486243399997, top=-46.431213112999956))
We plot the vector.
vect.plot(column="RGIId")
To export, the geopandas.GeoDataFrame is always stored as an attribute as Vector is composed from it. See Composition from Rasterio and GeoPandas.
| RGIId | GLIMSId | BgnDate | EndDate | CenLon | CenLat | O1Region | O2Region | Area | Zmin | Zmax | Zmed | Slope | Aspect | Lmax | Status | Connect | Form | TermType | Surging | Linkages | Name | geometry | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | RGI60-17.08409 | G286876E46647S | 20009999 | 20030531 | -73.1236 | -46.6473 | 17 | 1 | 0.520 | 1182 | 1889 | 1528 | 36.1 | 196 | 797 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.11803 -46.64900, -73.11829... |
| 1 | RGI60-17.08414 | G286891E46646S | 20009999 | 20030531 | -73.1091 | -46.6458 | 17 | 1 | 1.342 | 1181 | 1934 | 1490 | 27.9 | 152 | 1381 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.10885 -46.64261, -73.10886... |
| 2 | RGI60-17.08421 | G286879E46639S | 20009999 | 20030531 | -73.1212 | -46.6385 | 17 | 1 | 0.530 | 1443 | 1935 | 1748 | 29.4 | 302 | 977 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.11682 -46.63879, -73.11678... |
| 3 | RGI60-17.08422 | G286891E46638S | 20009999 | 20030531 | -73.1089 | -46.6378 | 17 | 1 | 0.924 | 1354 | 1932 | 1598 | 25.6 | 89 | 1264 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.10885 -46.64261, -73.10924... |
| 4 | RGI60-17.08440 | G286866E46604S | 20009999 | 20030531 | -73.1340 | -46.6040 | 17 | 1 | 0.156 | 1124 | 1476 | 1346 | 28.3 | 156 | 524 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.13223 -46.60028, -73.13225... |
| 5 | RGI60-17.08444 | G286927E46605S | 20009999 | 20030531 | -73.0726 | -46.6047 | 17 | 1 | 3.895 | 967 | 2040 | 1625 | 18.3 | 219 | 3499 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.06497 -46.59154, -73.06456... |
| 6 | RGI60-17.08461 | G286886E46584S | 20009999 | 20030531 | -73.1144 | -46.5838 | 17 | 1 | 0.087 | 1405 | 1671 | 1526 | 37.5 | 232 | 361 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.11366 -46.58218, -73.11259... |
| 7 | RGI60-17.08470 | G286905E46592S | 20009999 | 20030531 | -73.0947 | -46.5923 | 17 | 1 | 9.866 | 741 | 2134 | 1498 | 19.2 | 199 | 5967 | 0 | 0 | 0 | 2 | 9 | 9 | None | MULTIPOLYGON (((-73.06988 -46.57715, -73.06988... |
| 8 | RGI60-17.08481 | G286896E46574S | 20009999 | 20030531 | -73.1036 | -46.5743 | 17 | 1 | 2.200 | 1006 | 2086 | 1675 | 33.2 | 278 | 1890 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.10740 -46.56410, -73.10700... |
| 9 | RGI60-17.08503 | G286874E46559S | 20009999 | 20030531 | -73.1262 | -46.5587 | 17 | 1 | 1.919 | 1003 | 1640 | 1296 | 21.1 | 202 | 1885 | 0 | 0 | 1 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.13354 -46.55352, -73.13340... |
| 10 | RGI60-17.08517 | G286877E46552S | 20009999 | 20030531 | -73.1227 | -46.5517 | 17 | 1 | 2.252 | 995 | 1777 | 1283 | 27.5 | 32 | 1271 | 0 | 0 | 1 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.11662 -46.54876, -73.11676... |
| 11 | RGI60-17.08519 | G286862E46546S | 20009999 | 20030531 | -73.1381 | -46.5463 | 17 | 1 | 0.596 | 1166 | 1608 | 1318 | 17.3 | 326 | 813 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.12973 -46.54177, -73.12953... |
| 12 | RGI60-17.08523 | G286917E46559S | 20009999 | 20030531 | -73.0834 | -46.5588 | 17 | 1 | 5.487 | 800 | 2139 | 1357 | 28.7 | 308 | 2465 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.08150 -46.54548, -73.08151... |
| 13 | RGI60-17.08531 | G286925E46542S | 20009999 | 20030531 | -73.0746 | -46.5418 | 17 | 1 | 2.191 | 948 | 1898 | 1254 | 18.0 | 62 | 2125 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.06693 -46.54848, -73.06715... |
| 14 | RGI60-17.08558 | G286902E46514S | 20009999 | 20030531 | -73.0980 | -46.5142 | 17 | 1 | 0.094 | 1251 | 1335 | 1298 | 17.7 | 154 | 236 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.09498 -46.51290, -73.09496... |
| 15 | RGI60-17.08613 | G286738E46487S | 20009999 | 20030531 | -73.2620 | -46.4874 | 17 | 1 | 0.036 | 1275 | 1441 | 1355 | 31.9 | 139 | 396 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.26343 -46.48548, -73.26342... |
| 16 | RGI60-17.08618 | G286734E46482S | 20009999 | 20030531 | -73.2661 | -46.4821 | 17 | 1 | 0.109 | 1361 | 1486 | 1420 | 15.7 | 0 | 355 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.26768 -46.48257, -73.26798... |
| 17 | RGI60-17.08626 | G286720E46478S | 20009999 | 20030531 | -73.2801 | -46.4777 | 17 | 1 | 0.109 | 1373 | 1500 | 1471 | 19.9 | 71 | 215 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.27852 -46.47776, -73.27857... |
| 18 | RGI60-17.08631 | G286750E46481S | 20009999 | 20030531 | -73.2499 | -46.4810 | 17 | 1 | 0.506 | 1227 | 1499 | 1371 | 26.3 | 141 | 499 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.25453 -46.48264, -73.25492... |
| 19 | RGI60-17.08639 | G286646E46474S | 20009999 | 20030531 | -73.3538 | -46.4741 | 17 | 1 | 0.234 | 1074 | 1425 | 1315 | 35.8 | 130 | 316 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.35668 -46.47795, -73.35670... |
| 20 | RGI60-17.08642 | G286734E46476S | 20009999 | 20030531 | -73.2656 | -46.4758 | 17 | 1 | 1.587 | 1136 | 1486 | 1243 | 12.3 | 344 | 1935 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.26943 -46.48095, -73.26939... |
| 21 | RGI60-17.08643 | G286854E46466S | 20009999 | 20030531 | -73.1460 | -46.4663 | 17 | 1 | 0.210 | 1243 | 1461 | 1402 | 21.3 | 145 | 451 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.14301 -46.46434, -73.14303... |
| 22 | RGI60-17.08646 | G286650E46467S | 20009999 | 20030531 | -73.3498 | -46.4665 | 17 | 1 | 0.118 | 1170 | 1378 | 1313 | 31.0 | 102 | 293 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.34771 -46.46459, -73.34769... |
| 23 | RGI60-17.08651 | G286871E46459S | 20009999 | 20030531 | -73.1288 | -46.4589 | 17 | 1 | 0.187 | 1245 | 1409 | 1359 | 22.0 | 165 | 379 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.12796 -46.45651, -73.12799... |
| 24 | RGI60-17.08658 | G286874E46454S | 20009999 | 20030531 | -73.1264 | -46.4541 | 17 | 1 | 0.030 | 1216 | 1337 | 1293 | 28.3 | 87 | 180 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.12474 -46.45528, -73.12476... |
| 25 | RGI60-17.08663 | G286838E46450S | 20009999 | 20030531 | -73.1619 | -46.4501 | 17 | 1 | 0.038 | 1310 | 1425 | 1372 | 23.5 | 182 | 250 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.16107 -46.44905, -73.16106... |
| 26 | RGI60-17.08664 | G286661E46457S | 20009999 | 20030531 | -73.3390 | -46.4568 | 17 | 1 | 0.197 | 1189 | 1391 | 1316 | 32.1 | 131 | 325 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.33401 -46.45251, -73.33440... |
| 27 | RGI60-17.08668 | G286843E46450S | 20009999 | 20030531 | -73.1569 | -46.4498 | 17 | 1 | 0.123 | 1136 | 1461 | 1308 | 32.4 | 139 | 526 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.15723 -46.44710, -73.15690... |
| 28 | RGI60-17.08673 | G286610E46451S | 20009999 | 20030531 | -73.3900 | -46.4507 | 17 | 1 | 0.681 | 790 | 1398 | 1118 | 38.9 | 196 | 864 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.39064 -46.44468, -73.39045... |
| 29 | RGI60-17.08703 | G286615E46454S | 20009999 | 20030531 | -73.3851 | -46.4538 | 17 | 1 | 1.322 | 940 | 1392 | 1259 | 23.3 | 116 | 995 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.38584 -46.45433, -73.38580... |
| 30 | RGI60-17.15808 | G286520E46720S | 20011103 | -9999999 | -73.4800 | -46.7200 | 17 | 1 | 721.950 | 43 | 3861 | 1345 | 6.1 | 265 | 53509 | 0 | 0 | 0 | 1 | 9 | 9 | San Rafael | MULTIPOLYGON (((-73.79749 -46.66563, -73.79788... |
| 31 | RGI60-17.15809 | G286570E46600S | 20011103 | -9999999 | -73.4300 | -46.6000 | 17 | 1 | 126.949 | 23 | 3975 | 1138 | 14.5 | 287 | 17716 | 0 | 0 | 0 | 2 | 9 | 9 | Gualas | MULTIPOLYGON (((-73.35278 -46.60069, -73.35277... |
| 32 | RGI60-17.15815 | G286550E46560S | 20011103 | -9999999 | -73.4500 | -46.5600 | 17 | 1 | 71.511 | 47 | 3389 | 1415 | 16.3 | 302 | 22268 | 0 | 0 | 0 | 2 | 9 | 9 | Reichert | MULTIPOLYGON (((-73.56531 -46.54740, -73.56492... |
| 33 | RGI60-17.15821 | G286530E46483S | 20011103 | -9999999 | -73.4700 | -46.4830 | 17 | 1 | 7.013 | 289 | 1884 | 1386 | 21.2 | 53 | 6261 | 0 | 0 | 0 | 2 | 9 | 9 | Verde | MULTIPOLYGON (((-73.41283 -46.50246, -73.41283... |
| 34 | RGI60-17.15822 | G286287E46621S | 20011103 | -9999999 | -73.7130 | -46.6210 | 17 | 1 | 1.453 | 846 | 1493 | 1242 | 33.7 | 124 | 735 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.40283 -46.49692, -73.40284... |
| 35 | RGI60-17.15825 | G286620E46550S | 20011103 | -9999999 | -73.3800 | -46.5500 | 17 | 1 | 65.501 | 218 | 3949 | 1214 | 22.9 | 24 | 17953 | 0 | 0 | 0 | 2 | 9 | 9 | Grosse | MULTIPOLYGON (((-73.31737 -46.54240, -73.31698... |
| 36 | RGI60-17.15826 | G286735E46710S | 20011103 | -9999999 | -73.2650 | -46.7100 | 17 | 1 | 0.442 | 1218 | 1563 | 1411 | 31.7 | 78 | 466 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.30579 -46.52468, -73.30657... |
| 37 | RGI60-17.15827 | G286705E46538S | 20011103 | -9999999 | -73.2950 | -46.5380 | 17 | 1 | 4.470 | 1210 | 2123 | 1612 | 28.4 | 350 | 1574 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.27290 -46.51339, -73.27289... |
| 38 | RGI60-17.15828 | G286731E46517S | 20011103 | -9999999 | -73.2690 | -46.5170 | 17 | 1 | 1.624 | 1186 | 1741 | 1448 | 20.3 | 39 | 2221 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.25946 -46.51777, -73.25946... |
| 39 | RGI60-17.15829 | G286746E46519S | 20011103 | -9999999 | -73.2540 | -46.5190 | 17 | 1 | 0.891 | 1111 | 1739 | 1473 | 30.9 | 96 | 937 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.25347 -46.52173, -73.25386... |
| 40 | RGI60-17.15830 | G286735E46710S | 20011103 | -9999999 | -73.2650 | -46.7100 | 17 | 1 | 0.180 | 796 | 1519 | 1278 | 40.3 | 150 | 736 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.24741 -46.52785, -73.24742... |
| 41 | RGI60-17.15831 | G286716E46597S | 20011103 | -9999999 | -73.2840 | -46.5970 | 17 | 1 | 85.788 | 158 | 3735 | 1688 | 17.9 | 54 | 19749 | 0 | 0 | 0 | 0 | 9 | 9 | Exploradores | MULTIPOLYGON (((-73.21109 -46.59721, -73.21070... |
| 42 | RGI60-17.15832 | G286735E46710S | 20011103 | -9999999 | -73.2650 | -46.7100 | 17 | 1 | 1.025 | 904 | 1827 | 1274 | 36.9 | 118 | 560 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.19973 -46.58543, -73.19973... |
| 43 | RGI60-17.15833 | G286767E46628S | 20011103 | -9999999 | -73.2330 | -46.6280 | 17 | 1 | 13.403 | 340 | 2601 | 710 | 19.1 | 68 | 10501 | 0 | 0 | 0 | 0 | 9 | 9 | Bayo | MULTIPOLYGON (((-73.22511 -46.63577, -73.22785... |
| 44 | RGI60-17.15834 | G286765E46650S | 20011103 | -9999999 | -73.2350 | -46.6500 | 17 | 1 | 10.522 | 510 | 2450 | 1368 | 21.7 | 113 | 7012 | 0 | 0 | 0 | 0 | 9 | 9 | U-6 | MULTIPOLYGON (((-73.22215 -46.66623, -73.22213... |
| 45 | RGI60-17.15835 | G286735E46710S | 20011103 | -9999999 | -73.2650 | -46.7100 | 17 | 1 | 7.632 | 775 | 1700 | 1446 | 27.4 | 231 | 1184 | 0 | 0 | 0 | 0 | 9 | 9 | None | MULTIPOLYGON (((-73.24759 -46.65583, -73.24720... |
| 46 | RGI60-17.15836 | G286697E46659S | 20011103 | -9999999 | -73.3030 | -46.6590 | 17 | 1 | 41.513 | 380 | 3311 | 1625 | 25.1 | 123 | 13262 | 0 | 0 | 0 | 2 | 9 | 9 | Fiero | MULTIPOLYGON (((-73.30945 -46.70913, -73.30945... |
Total running time of the script: (0 minutes 0.367 seconds)