TaxaBind-Datasets
Collection
Collection of datasets for training and evaluating taxabind
•
3 items
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Updated
Unnamed: 0
int64 0
2.68M
| sat_url
stringlengths 222
243
| lat
float64 -75.25
82.5
| lon
float64 -180
180
| key
stringlengths 15
28
| inat_id
int64 0
2.69M
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|---|---|---|---|---|---|
0 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-71.2382247911666,43.82333977149877,-71.20639520883338,43.84638020518609&format=image/png | 43.83486 | -71.22231 | 0_43.83486_-71.22231 | 0 |
1 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-120.20800913341897,38.85841980766991,-120.17851086658102,38.881480169501536&format=image/png | 38.86995 | -120.19326 | 1_38.86995_-120.19326 | 1 |
2 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-116.11819587095174,35.13064255173645,-116.09010412904827,35.15371742625324&format=image/png | 35.14218 | -116.10415 | 2_35.14218_-116.10415 | 2 |
3 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-116.04382833936693,35.08675246803503,-116.01575166063311,35.10982750996653&format=image/png | 35.09829 | -116.02979 | 3_35.09829_-116.02979 | 3 |
4 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-115.4873834070435,34.999452301684535,-115.45933659295648,35.02252767634086&format=image/png | 35.01099 | -115.47336 | 4_35.01099_-115.47336 | 4 |
5 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-69.18655765493065,-35.73770630810729,-69.15826234506933,-35.714633669729054&format=image/png | -35.72617 | -69.17241 | 5_-35.72617_-69.17241 | 5 |
6 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-68.60764806317991,-32.82539179916795,-68.58031193682008,-32.802308179523976&format=image/png | -32.81385 | -68.59398 | 6_-32.81385_-68.59398 | 6 |
7 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-72.5939202113672,41.40419488948958,-72.56329978863279,41.427245087345305&format=image/png | 41.41572 | -72.57861 | 7_41.41572_-72.57861 | 7 |
8 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-120.3907045722011,39.78254164330539,-120.36081542779888,39.80559833372279&format=image/png | 39.79407 | -120.37576 | 8_39.79407_-120.37576 | 8 |
9 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=126.340804854163,36.69432556217663,126.369455145837,36.7173944154233&format=image/png | 36.70586 | 126.35513 | 9_36.70586_126.35513 | 9 |
10 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=3.802865870307011,49.386821003123394,3.838134129692991,49.409838973846654&format=image/png | 49.39833 | 3.8205 | 10_49.39833_3.8205 | 10 |
11 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=3.295340766168576,49.622951475335505,3.3307792338314246,49.64596850166594&format=image/png | 49.63446 | 3.31306 | 11_49.63446_3.31306 | 11 |
12 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=126.46459719448853,36.62772543289056,126.49322280551144,36.6507945447246&format=image/png | 36.63926 | 126.47891 | 12_36.63926_126.47891 | 12 |
13 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-8.72795575945135,42.21983653154195,-8.696944240548655,42.242883445223804&format=image/png | 42.23136 | -8.71245 | 13_42.23136_-8.71245 | 13 |
14 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=2.248703056029296,48.79864982432705,2.283556943970704,48.82167015257151&format=image/png | 48.81016 | 2.26613 | 14_48.81016_2.26613 | 14 |
15 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-8.83588282827503,42.24869658973284,-8.804857171724972,42.27174338703079&format=image/png | 42.26022 | -8.82037 | 15_42.26022_-8.82037 | 15 |
16 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-121.96166726633716,36.86665589712123,-121.93295273366282,36.88972408043983&format=image/png | 36.87819 | -121.94731 | 16_36.87819_-121.94731 | 16 |
17 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=0.729190974759764,40.617153310500456,0.7594490252402357,40.640206666418955&format=image/png | 40.62868 | 0.74432 | 17_40.62868_0.74432 | 17 |
18 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-122.24869750391288,37.395176927959405,-122.21978249608712,37.41824304948755&format=image/png | 37.40671 | -122.23424 | 18_37.40671_-122.23424 | 18 |
19 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-118.97061844659181,34.495441344927286,-118.9427415534082,34.51851863323962&format=image/png | 34.50698 | -118.95668 | 19_34.50698_-118.95668 | 19 |
20 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-119.1809304977906,34.567701481710856,-119.15302950220939,34.590778496435334&format=image/png | 34.57924 | -119.16698 | 20_34.57924_-119.16698 | 20 |
21 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-118.93378991809497,34.56423147513939,-118.905890081905,34.587308503007826&format=image/png | 34.57577 | -118.91984 | 21_34.57577_-118.91984 | 21 |
22 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-118.87229083191164,34.32888103014337,-118.84446916808832,34.35195894807181&format=image/png | 34.34042 | -118.85838 | 22_34.34042_-118.85838 | 22 |
23 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-119.40665884616222,34.497841349468224,-119.37878115383775,34.52091862869799&format=image/png | 34.50938 | -119.39272 | 23_34.50938_-119.39272 | 23 |
24 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-119.18136064481855,34.56858148337745,-119.15345935518145,34.5916584947685&format=image/png | 34.58012 | -119.16741 | 24_34.58012_-119.16741 | 24 |
25 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-118.6926247491941,34.23124084594216,-118.66483525080591,34.254319132301674&format=image/png | 34.24278 | -118.67873 | 25_34.24278_-118.67873 | 25 |
26 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-113.94557693172095,37.07745630763089,-113.91678306827905,37.10052366988374&format=image/png | 37.08899 | -113.93118 | 26_37.08899_-113.93118 | 26 |
27 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-73.19473398914185,44.00758014441379,-73.16280601085813,44.03061983226647&format=image/png | 44.0191 | -73.17877 | 27_44.0191_-73.17877 | 27 |
28 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-116.41970674987641,33.24605900151859,-116.3922332501236,33.269140977028385&format=image/png | 33.2576 | -116.40597 | 29_33.2576_-116.40597 | 29 |
29 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-116.07214139314371,32.82404821966284,-116.04479860685632,32.84713175902187&format=image/png | 32.83559 | -116.05847 | 30_32.83559_-116.05847 | 30 |
30 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-123.80268414401914,39.265640615098484,-123.77301585598087,39.28869936200687&format=image/png | 39.27717 | -123.78785 | 31_39.27717_-123.78785 | 31 |
31 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-123.80372378341757,39.26393061170299,-123.77405621658244,39.286989365402654&format=image/png | 39.27546 | -123.78889 | 32_39.27546_-123.78889 | 32 |
32 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-123.79290272317647,39.30628069580825,-123.76321727682351,39.329339281290785&format=image/png | 39.31781 | -123.77806 | 33_39.31781_-123.77806 | 33 |
33 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-112.99653961738521,37.19703654088017,-112.96770038261477,37.22010343660865&format=image/png | 37.20857 | -112.98212 | 34_37.20857_-112.98212 | 34 |
34 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=174.73015744056875,-41.30913532468728,174.7607225594313,-41.28608465215915&format=image/png | -41.29761 | 174.74544 | 35_-41.29761_174.74544 | 35 |
35 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-1.6748146454684223,55.60529313940822,-1.6341853545315776,55.628286838900294&format=image/png | 55.61679 | -1.6545 | 36_55.61679_-1.6545 | 36 |
36 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-1.733050324215426,55.59693312363297,-1.6924296757845738,55.61992685467304&format=image/png | 55.60843 | -1.71274 | 37_55.60843_-1.71274 | 37 |
37 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-1.7031409592614848,55.67537327157773,-1.6624390407385146,55.69836670675178&format=image/png | 55.68687 | -1.68279 | 38_55.68687_-1.68279 | 38 |
38 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=0.5860790241399683,52.95565805690199,0.6241809758600313,52.97866192070763&format=image/png | 52.96716 | 0.60513 | 39_52.96716_0.60513 | 39 |
39 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-73.19254776025257,44.0216301728554,-73.16061223974745,44.04466980382452&format=image/png | 44.03315 | -73.17658 | 40_44.03315_-73.17658 | 40 |
40 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-157.03621887000452,21.081769115129593,-157.01158112999548,21.10489086912644&format=image/png | 21.09333 | -157.0239 | 41_21.09333_-157.0239 | 41 |
41 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-121.9797948356479,37.43329700251285,-121.9508651643521,37.456362974926186&format=image/png | 37.44483 | -121.96533 | 42_37.44483_-121.96533 | 42 |
42 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-112.2601301642212,41.01695411184487,-112.22968983577881,41.040005865029414&format=image/png | 41.02848 | -112.24491 | 43_41.02848_-112.24491 | 43 |
43 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-121.97644454303637,37.43177699953958,-121.94751545696359,37.45484297789975&format=image/png | 37.44331 | -121.96198 | 44_37.44331_-121.96198 | 44 |
44 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-121.97489418885196,37.42993699594044,-121.94596581114806,37.45300298149931&format=image/png | 37.44147 | -121.96043 | 45_37.44147_-121.96043 | 45 |
45 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-121.97570402332032,37.42907699425824,-121.94677597667972,37.45214298318167&format=image/png | 37.44061 | -121.96124 | 46_37.44061_-121.96124 | 46 |
46 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-112.23645093734041,41.063684205612674,-112.20598906265961,41.086735771256635&format=image/png | 41.07521 | -112.22122 | 47_41.07521_-112.22122 | 47 |
47 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-121.97984480869592,37.43315700223899,-121.95091519130408,37.45622297520007&format=image/png | 37.44469 | -121.96538 | 48_37.44469_-121.96538 | 48 |
48 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-86.86773089086323,20.236477983130662,-86.84322910913679,20.25960200164271&format=image/png | 20.24804 | -86.85548 | 49_20.24804_-86.85548 | 49 |
49 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-85.41751531906367,29.755402700569718,-85.39104468093632,29.7784972792546&format=image/png | 29.76695 | -85.40428 | 50_29.76695_-85.40428 | 50 |
50 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=-121.9907665917801,37.44241702035331,-121.96183340821986,37.46548295708384&format=image/png | 37.45395 | -121.9763 | 51_37.45395_-121.9763 | 51 |
51 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=115.04637517681597,-30.521375971401042,115.073044823184,-30.498284008125427&format=image/png | -30.50983 | 115.05971 | 52_-30.50983_115.05971 | 52 |
52 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=115.06800540606491,-30.519695974380323,115.09467459393508,-30.496604005146803&format=image/png | -30.50815 | 115.08134 | 53_-30.50815_115.08134 | 53 |
53 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=115.06939568987009,-30.517615978068825,115.0960643101299,-30.494524001459112&format=image/png | -30.50607 | 115.08273 | 54_-30.50607_115.08273 | 54 |
54 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=115.06918548793485,-30.51909597544434,115.09585451206519,-30.496004004083037&format=image/png | -30.50755 | 115.08252 | 55_-30.50755_115.08252 | 55 |
55 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=115.06291540879394,-30.519675974415797,115.08958459120603,-30.49658400511135&format=image/png | -30.50813 | 115.07625 | 56_-30.50813_115.07625 | 56 |
56 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=115.1113530331671,-30.610165813805335,115.13804696683292,-30.587074165686467&format=image/png | -30.59862 | 115.1247 | 57_-30.59862_115.1247 | 57 |
57 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=115.86283006383499,-31.97055336662432,115.88990993616498,-31.947466612361286&format=image/png | -31.95901 | 115.87637 | 58_-31.95901_115.87637 | 58 |
58 | https://tiles.maps.eox.at/wms?service=WMS&version=1.1.1&request=GetMap&layers=s2cloudless-2020&styles=&width=256&height=256&srs=EPSG:4326&bbox=115.85087229167138,-31.955363394276386,115.87794770832863,-31.932276584714614&format=image/png | -31.94382 | 115.86441 | 59_-31.94382_115.86441 | 59 |
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Paper: TaxaBind: A Unified Embedding Space for Ecological Applications
Venue: WACV 2025
Github: https://github.com/mvrl/TaxaBind
Dataset Name: iSatNat
Dataset Description:
TaxaBench-8k is a multimodal dataset containing six modalities - image, text, satellite image, audio, geographic location, and environmental features for evaluating large ecological models.
Usage:
Please use the train_df.csv and test_df.csv for downloading the data.
License:
Sentinel-2 cloudless 2020 by EOX IT Services GmbH is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. The required attribution including the given links is "Sentinel-2 cloudless - https://s2maps.eu by EOX IT Services GmbH (Contains modified Copernicus Sentinel data 2020)"
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