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The Sea-Land-Cloud Ground-Truth Labeled Dataset

We introduce a diverse dataset of 200 calibrated Hyperspectral Images for Earth and ocean observation, including pixel-level labels for 38 images for sea/land/cloud categories. In the next table, we present the labeled data. The first column introduces the RGB composite of uncalibrated raw Hyperspectral Images, followed by the second column where we overlay the ground-truth labels onto the composite. We use blue for water systems (sea class), orange for land cover (land class), gray for cloudy/overexposed regions (clouds class), and red for the class boundaries. For every labeled scene, we offer additional metadata including continent, country, approximate geographical coordinates obtained from the on-board ADCS telemetry, scene type, date, solar zenith angle, exposure time, and the overexposed spectra ratio. Following the first table that shows the labeled subset for sea/land/clouds, we then present an overview of the rest of the dataset in the subsequent table. Every capture possesses an ID assigned for internal identification purposes, as well as for reference when addressing each specific capture. Click the blue buttons with a white arrow in the column header of the tables to sort the data at your convenience.

Although the raw, radiance and labels have been finalized and revised without any intended future changes, we continue to conduct additional verifications for the metadata associated with each capture. This includes ensuring, for instance, the precision of geographical location metadata for each capture. Please, note that the metadata is preliminary and hence susceptible to modifications throughout the months of September and October 2023. If you have any questions, feel free to contact us.

**: waiting to be filled.
__Current Status: we provide 180/200 images; 20 remaining scenes available in the next days.

[Ground-Truth Labels]: An Overview
RGB (without binning) GROUND-TRUTH LABELS CONTINENT COUNTRY COORDINATES SCENE TYPE DATE SOLAR ZENITH ANGLE EXPOSURE TIME [ms] OVEREXPOSED SPECTRA ID
Image Image Asia South Korea 37°53'32.5"N 128°47'57.7"E Forested 27 August, 2022 35.15 19.99 0.01% 4
Image Image Europe Iceland 64°00'25.0"N 22°31'43.0"W Arid 05 September, 2022 58.05 35.00 0.00% 5
Image Image Africa Namibia 23°06'07.0"S 14°55'31.3"E Arid 02 September, 2022 44.17 10.00 0.00% 6
Image Image Europe Iceland 64°03'22.7"N 22°35'53.3"W Arid 06 September, 2002 58.82 30.01 8.19% 7
Image Image North America USA 33°50'34.2"N 117°16'10.4"W Arid 11 September, 2022 39.11 19.99 3.90% 9
Image Image Asia Qatar 25°15'26.1"N 51°22'48.8"E Arid 12 September, 2022 34.16 15.00 0.04% 10
Image Image Europe Italy 45°13'46.2"N 12°06'54.1"E Urban, coastal, and marine 21 September, 2022 49.16 35.00 15.40% 15
Image Image Europe Portugal 38°31'29.0"N 9°45'55.2"W Coastal and marine 22 September, 2022 44.19 19.99 0.00% 16
Image Image North America USA 42°58'30.7"N 82°54'27.8"W Urban, forested, coastal and marine 27 August, 2022 38.14 30.00 0.02% 17
Image Image Asia Bangladesh 22°19'20.0"N 90°34'13.1"E Coastal and marine 26 October, 2022 42.29 30.01 0.00% 25
Image Image Europe Norway 63°46'01.6"N 10°00'30.5"E Forested 23 August, 2022 53.31 30.01 0.28% 26
Image Image Asia Qatar 25°53'00.5"N 51°20'50.0"E Arid 13 December, 2022 56.27 25.01 2.82% 39
Image Image North America USA 25°10'22.9"N 81°43'17.3"W Coastal and marine 10 December, 2022 57.57 30.01 0.87% 47
Image Image South America Chile 40°22'28.1"S 72°58'44.0"W Forested 25 November, 2022 40.12 19.99 0.11% 56
Image Image South America Argentina 39°05'25.5"S 61°57'19.7"W Coastal and marine 04 December, 2022 35.09 19.99 1.72% 58
Image Image Europe Spain 42°39'42.2"N 8°51'54.8"W Cloudy 04 December, 2022 65.95 30.01 38.62% 59
Image Image Asia India 22°57'22.7"N 69°28'55.0"E Arid, coastal, and marine 20 November, 2022 51.48 25.01 1.59% 89
Image Image North America USA 37°54'03.1"N 122°23'16.2"W Urban, coastal, and marine 18 November, 2022 62.14 40.00 2.58% 95
Image Image North America USA 37°22'36.1"N 76°18'28.3"W Forested, coastal, and marine 18 November, 2022 62.19 30.01 0.04% 96
Image Image Asia South Korea 37°16'26.8"N 126°32'32.5"E Urban, coastal, and marine 06 November, 2022 57.76 35.00 2.26% 107
Image Image Asia Bangladesh 22°09'20.2"N 90°33'24.3"E Coastal, and marine 27 October, 2022 44.21 30.01 0.16% 111
Image Image Oceania Palliser Islands (French Polynesia) 15°16'40.0"S 146°19'28.3"W Coastal, and marine 22 October, 2022 31.88 25.01 4.63% 120
Image Image North America USA 33°09'21.5"N 115°43'23.0"W Cloudy, Arid 20 October, 2022 48.80 35.00 37.79% 124
Image Image Oceania New Zealand 43°37'43.1"S 172°17'26.7"E Forested, coastal and marine 17 October, 2022 44.55 30.01 15.53% 127
Image Image North America USA 27°35'40.1"N 82°53'14.1"W Urban, coastal, and marine 08 October, 2022 41.26 35.00 0.12% 137
Image Image Europe Brazil 1°49'28.5"S 54°58'49.8"W Forested 24 September, 2022 24.89 19.99 0.00% 148
Image Image Asia Iran 30°04'35.5"N 48°52'28.3"E Arid, coastal, and marine 26 September, 2022 39.91 10.00 0.00% 150
Image Image Europe Norway 71°23'03.9"N 25°23'06.4"E Cloudy 25 September, 2022 73.89 30.01 8.89% 151
Image Image North America USA 41°57'17.0"N 83°16'27.7"W Cloudy 21 September, 2022 46.48 30.01 90.06% 158
Image Image Africa Namibia 23°26'13.4"S 14°47'44.8"E Cloudy 18 September, 2022 39.54 30.01 80.36% 166
Image Image Africa Niger 21°31'31.5"N 10°29'44.0"E Overexposed 29 September, 2022 30.50 40.00 99.97% 178
Image Image North America Canada 49°04'18.6"N 124°07'42.9"W Forested, coastal and marine 05 August, 2022 37.32 30.01 15.70% 204
Image Image Asia China 31°41'10.3"N 117°16'48.9"E Urban, coastal and marine 08 August, 2022 29.29 30.01 0.06% 207
Image Image Europe Norway 70°43'04.4"N 22°53'38.5"E Coastal and marine 06 August, 2022 54.09 30.01 2.46% 211
Image Image North America USA 42°39'08.9"N 82°59'17.2"W Urban, coastal and marine 09 July, 2022 26.94 30.01 2.92% 253
Image Image Europe Norway 70°19'09.2"N 23°38'04.6"E Cloudy 06 July, 2022 82.36 30.01 0.01% 255
Image Image North America USA (Midway Atoll) 24°26'06.4"N 178°11'27.9"W Coastal and marine 25 June, 2022 23.98 35.00 15.26% 266
Image Image Africa Ghana 7°22'01.0"N 0°07'44.8"W Coastal and marine 15 February, 2023 40.33 15.00 0.00% 273
Dataset Balance

There are approximately 25 million annotated spectral signatures present within the set of 38 labeled images. To be precise, the exact count of labeled spectral signatures is 24,848,352 and the class distribution is the following:

SEA/WATER
37.01%
LAND
40.14%
CLOUDS
22.85%

[Complete Calibrated Dataset]: An Overview
RGB (binned x9) CONTINENT COUNTRY COORDINATES SCENE TYPE DATE SOLAR ZENITH ANGLE EXPOSURE TIME OVEREXPOSED SPECTRA ID
Image Antarctica N/A 66°23'31.2"S 67°21'30.2"W Polar and glacial 27 August, 2022 83.51 19.99 0.00% 1
Image South America Chile 41°27'03.2"S 73°15'39.4"W Forested 28 August, 2022 59.47 30.01 2.62% 2
Image Europe Norway (Arctic/Svalbard) 78°55'55.2"N 13°26'17.6"E Polar and glacial 26 August, 2022 81.44 30.01 0.02% 3
Image Asia South Korea 37°53'32.5"N 128°47'57.7"E Forested 27 August, 2022 35.15 19.99 0.01% 4
Image Europe Iceland 64°00'25.0"N 22°31'43.0"W Arid 05 September, 2022 58.05 35.00 0.00% 5
Image Africa Namibia 23°06'07.0"S 14°55'31.3"E Arid 02 September, 2022 44.17 10.00 0.00% 6
Image Europe Iceland 64°03'22.7"N 22°35'53.3"W Arid 06 September, 2002 58.82 30.01 8.19% 7
Image North America USA 54°42'06.6"N 131°46'24.1"W Coastal and marine September, 2022 52.85 30.01 0.00% 8
Image North America USA 33°50'34.2"N 117°16'10.4"W Arid 11 September, 2022 39.11 19.99 3.90% 9
Image Asia Qatar 25°15'26.1"N 51°22'48.8"E Arid 12 September, 2022 34.16 15.00 0.04% 10
Image Europe Italy 42°03'20.9"N 12°10'06.8"E Urban, coastal, and marine 12 September, 2022 42.22 30.01 0.72% 11
Image Africa Namibia 23°37'41.9"S 14°43'59.3"E Arid 19 September, 2022 41.64 30.01 25.38% 12
Image Africa Namibia 23°07'05.0"S 14°43'22.2"E Arid 16 September, 2022 35.79 19.99 34.83% 13
Image North America USA 38°33'03.5"N 116°00'29.7"W Arid 18 September, 2022 42.62 30.01 1.89% 14
Image Europe Italy 45°13'46.2"N 12°06'54.1"E Urban, coastal, and marine 21 September, 2022 49.16 35.00 15.40% 15
Image Europe Portugal 38°31'29.0"N 9°45'55.2"W Coastal and marine 22 September, 2022 44.19 19.99 0.00% 16
Image North America USA 42°58'30.7"N 82°54'27.8"W Urban, forested, coastal and marine 27 August, 2022 38.14 30.00 0.02% 17
Image Africa Namibia 23°16'49.6"S 14°55'46.5"E Arid 03 September, 2022 46.07 10.00 0.00% 19
Image North America USA 59°51'39.5"N 139°37'25.5"W Polar and glacial 16 November, 2022 79.59 30.01 8.61% 21
Image South America Chile 46°52'07.6"S 74°41'52.7"W Cloudy, coasta, and marine 16 November, 2022 41.39 19.99 16.04% 22
Image North America USA 38°14'54.3"N 116°03'27.5"W Arid 10 October, 2022 47.80 19.99 3.48% 23
Image Asia China 30°44'17.3"N 81°10'25.8"E Arid, and forested 06 November, 2022 50.99 19.99 17.46% 24
Image Asia Bangladesh 22°19'20.0"N 90°34'13.1"E Coastal and marine 26 October, 2022 42.29 30.01 0.00% 25
Image Europe Norway 63°46'01.6"N 10°00'30.5"E Forested 23 August, 2022 53.31 30.01 0.28% 26
Image Oceania Australia 26°27'16.6"S 113°41'33.0"E Coastal and marine 16 ecember, 2022 39.84 25.01 0.87% 28
Image Europe Spain 42°43'52.3"N 8°44'49.7"W Cloudy 03 December, 2022 65.41 30.01 31.89% 29
Image South America Chile 33°17'41.8"S 71°56'43.3"W Coastal and marine 15 December, 2022 32.81 25.01 0.04% 30
Image Africa Chad 13°20'08.2"N 14°21'27.0"E Arid, coastal and marine 09 December, 2022 45.13 25.01 13.83% 31
Image Oceania Australia 43°12'17.7"S 147°11'42.5"E Cloudy, forested, coastal and marine 02 December, 2022 37.55 30.01 7.93% 32
Image North America USA (Hawai) 19°24'44.3"N 155°47'37.1"W Cloudy, arid, coastal and marine 02 December, 2022 52.05 30.01 38.50% 33
Image Asia Qatar 25°43'15.3"N 51°21'08.4"E Arid 14 December, 2022 57.82 25.01 15.14% 34
Image Asia Maldives Islands 4°05'30.0"N 73°13'00.5"E Coastal, and marine 14 December, 2022 41.70 13.00 0.04% 35
Image Antarctica N/A 76°06'49.1"S 26°13'28.8"W Polar and glacial 14 December, 2022 80.57 13.00 0.00% 36
Image South America Chile 36°57'41.0"S 71°37'30.8"W Forested 13 December, 2022 28.09 19.99 0.17% 37
Image Asia Qatar 25°53'00.5"N 51°20'50.0"E Arid 13 December, 2022 56.27 25.01 2.82% 39
Image Asia Maldives Islands 4°19'43.1"N 73°12'40.6"E Coastal, and marine 13 December, 2022 39.45 15.00 0.39% 40
Image Asia Kuwait 29°50'53.7"N 48°13'05.3"E Urban, coastal, and marine 11 December, 2022 58.15 10.00 0.00% 41
Image Asia Myanmar 19°59'04.7"N 92°32'51.6"E Coastal, and marine 11 December, 2022 50.82 19.99 0.10% 42
Image Europe Norway (Frohavet) 63°49'16.9"N 9°04'46.7"E Polar and glacial ** 10 December, 2022 87.63 30.01 0.00% 43
Image Asia India 22°50'21.1"N 68°58'03.6"E Coastal and marine 10 December, 2022 51.58 10.00 0.00% 44
Image South America Argentina 38°54'17.0"S 62°14'23.6"W Arid, coastal, and marine 20 December, 2022 32.03 19.99 0.00% 45
Image North America USA 60°36'54.2"N 147°29'37.1"W Polar and glacial 09 December, 2022 86.14 30.01 0.00% 46
Image North America USA 25°10'22.9"N 81°43'17.3"W Coastal and marine 10 December, 2022 57.57 30.01 0.87% 47
Image South America Argentina 30°14'53.4"S 62°36'04.7"W Cloudy, coastal, and marine 09 December, 2022 28.03 19.99 5.71% 48
Image North America USA 25°10'22.9"N 81°43'17.3"W Coastal, and marine - Repeated 10 December, 2022 57.57 30.01 0.87% 50
Image Antarctica N/A 74°54'03.6"S 26°55'17.2"W Polar and glacial 06 December, 2022 59.03 10.00 4.26% 53
Image Asia China 39°17'59.7"N 117°54'35.0"E Cloudy 07 December, 2022 63.32 25.01 4.85% 55
Image South America Chile 40°22'28.1"S 72°58'44.0"W Forested 25 November, 2022 40.12 19.99 0.11% 56
Image North America USA 42°32'15.9"N 87°38'34.2"W Coastal and marine 04 December, 2022 67.37 30.01 0.00% 57
Image South America Argentina 39°05'25.5"S 61°57'19.7"W Coastal and marine 04 December, 2022 35.09 19.99 1.72% 58
Image Europe Spain 42°39'42.2"N 8°51'54.8"W Cloudy 04 December, 2022 65.95 30.01 38.62% 59
Image North America USA 26°04'38.2"N 82°13'37.1"W Coastal and marine 02 December, 2022 56.41 30.01 0.01% 60
Image Europe Norway 59°13'30.6"N 5°14'42.4"E Forested 04 December, 2022 83.68 30.01 0.00% 61
Image Asia India 22°36'21.0"N 69°03'27.3"E Coastal, and marine 04 December, 2022 52.59 15.00 0.00% 62
Image Europe Norway 59°21'00.6"N 5°22'43.9"E Polar and glacial 03 December, 2022 83.08 30.01 0.00% 63
Image Asia Bangladesh 25°23'40.0"N 89°28'50.8"E Forested 03 December, 2022 54.92 19.99 0.00% 64
Image South America Argentina 38°48'15.0"S 61°53'42.5"W Coastal and marine 02 December, 2022 30.39 19.99 0.00% 65
Image South America Falkland Islands (Islas Malvinas) 52°03'57.4"S 59°43'40.5"W Cloudy 02 December, 2022 48.68 30.01 55.96% 66
Image Asia Qatar 26°23'44.5"N 51°23'57.2"E Arid 02 December, 2022 50.74 15.00 0.00% 67
Image Asia Bangladesh 25°45'51.9"N 89°30'27.9"E Forested 01 December, 2022 52.09 19.99 0.00% 68
Image North America USA 58°26'30.5"N 136°09'21.8"W Polar and glacial 30 December, 2022 80.51 19.99 0.00% 69
Image Asia Pakistan 25°05'58.3"N 69°17'22.1"E Arid 29 November, 2022 57.90 19.99 1.26% 70
Image Africa South Africa 31°17'17.2"S 18°43'38.7"E Arid 28 November, 2022 29.81 15.00 0.00% 71
Image Asia Pakistan 24°57'50.7"N 69°18'00.3"E Arid 28 November, 2022 55.81 15.00 0.02% 72
Image North America USA 63°06'57.8"N 145°29'18.3"W Polar and glacial 27 November, 2022 84.62 40.00 0.31% 73
Image South America Falkland Islands (Islas Malvinas) 49°20'01.8"S 60°36'32.2"W Coastal and marine 27 November, 2022 39.48 19.99 2.99% 74
Image North America Canada 51°38'43.9"N 121°32'52.7"W Cloudy 27 November, 2022 73.18 30.01 50.46% 75
Image North America USA 31°20'15.6"N 91°43'46.8"W Forested 27 November, 2022 57.32 30.01 0.00% 76
Image Europe Norway 65°27'58.3"N 11°26'17.9"E Cloudy, coastal and marine 26 November, 2022 87.18 40.00 0.00% 77
Image North America USA 27°51'23.2"N 81°58'59.1"W Cloudy 25 November, 2022 57.22 19.99 15.27% 78
Image Europe Norway 64°37'36.6"N 9°12'54.4"E Cloudy, coastal, and marine 24 November, 2022 85.60 35.00 0.00% 79
Image Asia China 42°07'14.3"N 109°29'21.7"E Arid 24 November, 2022 67.64 19.99 0.00% 80
Image Antarctica N/A 73°32'10.0"S 18°36'31.3"W Cloudy 24 November, 2022 85.55 35.00 0.00% 81
Image Asia Bangladesh 23°46'48.3"N 90°51'13.8"E Cloudy, coastal, and marine 23 November, 2022 47.50 19.99 0.00% 84
Image Africa Namibia 23°00'22.7"S 14°51'32.2"E Arid 22 November, 2022 37.20 19.99 21.19% 85
Image North America USA 37°44'02.5"N 88°04'39.4"W Arid, coastal, and marine 21 November, 2022 62.30 49.73 0.01% 86
Image Europe Spain 29°10'11.8"N 16°50'10.4"W Cloudy, coastal, and marine 21 November, 2022 54.49 30.01 17.90% 87
Image Asia Qatar 26°28'43.7"N 51°56'11.3"E Coastal, and marine 20 November, 2022 51.54 19.99 0.00% 88
Image Asia India 22°57'22.7"N 69°28'55.0"E Arid, coastal, and marine 20 November, 2022 51.48 25.01 1.59% 89
Image Asia Bangladesh 25°47'32.7"N 89°33'00.9"E Arid 20 November, 2022 55.88 40.00 28.63% 90
Image Asia China 36°38'40.4"N 120°00'49.2"E Cloudy 20 November, 2022 62.00 30.01 94.21% 91
Image Europe Norway 63°56'31.0"N 10°24'16.1"E Forested 19 November, 2022 84.46 49.73 0.00% 92
Image Asia Bangladesh 25°41'53.5"N 89°30'59.0"E Forested 19 November, 2022 53.87 40.00 13.98% 94
Image North America USA 37°54'03.1"N 122°23'16.2"W Urban, coastal, and marine 18 November, 2022 62.14 40.00 2.58% 95
Image North America USA 37°22'36.1"N 76°18'28.3"W Forested, coastal, and marine 18 November, 2022 62.19 30.01 0.04% 96
Image Africa Chad 13°31'20.7"N 14°24'20.2"E Arid 18 November, 2022 44.12 10.00 0.00% 97
Image North America USA 58°36'58.6"N 136°16'20.5"W Polar and glacial 17 November, 2022 78.60 30.01 5.68% 98
Image North America USA 67°07'37.3"N 162°39'44.6"W Cloudy, polar and glacial 16 November, 2022 86.65 30.01 0.00% 99
Image Asia China 40°59'03.7"N 109°21'09.1"E Arid 16 November, 2022 64.24 19.99 0.30% 101
Image Europe Spain 42°26'32.2"N 9°03'03.1"W Cloudy 15 November, 2022 64.25 35.00 46.37% 102
Image North America USA 26°27'10.6"N 82°21'46.8"W Cloudy, coastal, and marine 06 November, 2022 46.03 35.00 10.37% 103
Image South America Brazil 22°50'28.8"S 53°16'31.0"W Forested 05 November, 2022 29.16 40.00 0.11% 106
Image Asia South Korea 37°16'26.8"N 126°32'32.5"E Urban, coastal, and marine 06 November, 2022 57.76 35.00 2.26% 107
Image Africa Sudan 21°55'53.5"N 27°55'44.4"E Arid 04 November, 2022 42.21 18.99 0.47% 108
Image Africa Algeria 30°43'39.4"N 7°07'57.0"E Arid 29 October, 2022 49.32 30.01 70.75% 109
Image Asia Saudi Arabia 19°05'44.2"N 45°57'53.2"E Arid 27 October, 2022 40.00 30.01 92.18% 110
Image Asia Bangladesh 22°09'20.2"N 90°33'24.3"E Coastal, and marine 27 October, 2022 44.21 30.01 0.16% 111
Image North America USA 37°51'16.9"N 122°44'59.5"W Urban, coasta, and marine 26 October, 2022 55.57 30.01 0.00% 112
Image Africa Algeria 32°05'38.0"N 1°51'28.7"W Arid 26 October, 2022 49.53 30.01 3.91% 113
Image Oceania New Zealand 43°37'39.5"S 172°16'57.8"E Cloudy, and forested 25 October, 2022 42.63 30.01 49.39% 114
Image Atlanctica N/A 78°34'49.7"S 165°26'20.2"W Polar and glacial 25 October, 2022 71.64 25.01 56.96% 115
Image North America USA 28°27'16.7"N 82°53'05.6"W Urban, coasta, and marine 23 October, 2022 45.62 30.01 0.00% 116
Image Asia Egypt 29°13'51.7"N 34°30'26.9"E Arid, coastal, and marine 23 October, 2022 46.94 25.01 1.67% 117
Image Oceania New Zealand 43°02'38.0"S 172°22'03.5"E Forested, coastal, and marine 22 October, 2022 38.19 30.01 5.02% 118
Image Oceania Palliser Islands (French Polynesia) 15°16'40.0"S 146°19'28.3"W Coastal, and marine 22 October, 2022 31.88 25.01 4.63% 120
Image Oceania New Zealand 43°43'49.7"S 172°10'41.6"E Forested, coastal, and marine 21 October, 2022 50.86 35.00 16.82% 121
Image Africa Namibia 23°19'06.0"S 14°44'21.8"E Arid 20 October, 2022 32.61 19.99 27.25% 122
Image Africa Algeria 31°15'39.9"N 1°57'42.5"E Arid 20 October, 2022 47.60 30.01 79.66% 123
Image North America USA 33°09'21.5"N 115°43'23.0"W Cloudy, Arid 20 October, 2022 48.80 35.00 37.79% 124
Image North America Canada 49°02'52.3"N 116°23'06.3"W Forested 18 October, 2022 61.06 49.73 0.81% 125
Image North America USA 26°16'31.1"N 82°15'08.0"W Cloudy 18 October, 2022 46.57 30.01 97.57% 126
Image Oceania New Zealand 43°37'43.1"S 172°17'26.7"E Forested, coastal, and marine 17 October, 2022 44.55 30.01 15.53% 127
Image Europe, Asia Ukraine 46°29'01.2"N 36°00'00.2"E Coastal, and marine 15 October, 2022 58.85 35.00 0.70% 129
Image North America USA 38°24'18.7"N 116°02'39.9"W Cloudy 14 October, 2022 53.98 49.73 75.40% 130
Image North America USA 38°31'42.9"N 116°00'25.6"W Arid 12 October, 2022 50.83 40.00 15.95% 131
Image North America USA 38°01'03.1"N 116°12'41.5"W Arid 11 October, 2022 48.98 19.99 0.02% 133
Image South America Argentina 39°21'17.6"S 62°20'38.2"W Urban, forested, coastal, and marine 10 October, 2022 42.04 30.01 0.00% 134
Image Europe Greece 37°54'23.6"N 21°47'35.3"E Arid, coastal, and marine 10 October, 2022 49.06 35.00 0.00% 135
Image Europe UK 51°17'35.7"N 0°05'03.2"E Coastal and marine 09 October, 2022 59.62 30.01 0.21% 136
Image North America USA 27°35'40.1"N 82°53'14.1"W Urban, coastal, and marine 08 October, 2022 41.26 35.00 0.12% 137
Image North America USA 27°53'15.7"N 82°49'38.9"W Urban, coastal, and marine 07 October, 2022 39.56 35.00 0.06% 138
Image North America Mexico 28°44'18.2"N 111°47'25.2"W Arid, coastal, and marine 06 October, 2022 41.11 19.99 0.00% 139
Image North America USA 28°48'58.9"N 80°50'39.3"W Cloudy 29 September, 2022 36.74 10.00 89.76% 142
Image Asia China 31°45'46.9"N 82°44'43.5"E Arid 29 September, 2022 40.58 10.00 0.38% 143
Image South America Brazil 0°48'27.1"S 48°40'55.0"W Cloudy, forested 28 September, 2022 30.37 19.99 8.30% 144
Image Europe Norway 71°30'24.2"N 26°12'33.8"E Cloudy, coastal, marine 27 September, 2022 73.28 35.00 0.15% 145
Image North America Canada 50°05'27.1"N 124°10'24.5"W Forested, coastal, and marine 27 September, 2022 52.83 35.00 5.45% 146
Image Europe Brazil 1°55'10.5"S 54°56'27.7"W Coastal, and marine 25 September, 2022 27.74 19.99 3.27% 147
Image Europe Brazil 1°49'28.5"S 54°58'49.8"W Forested 24 September, 2022 24.89 19.99 0.00% 148
Image Europe Portugal 38°28'01.7"N 9°47'01.4"W Cloudy 23 September, 2022 45.88 19.99 8.73% 149
Image Asia Iran 30°04'35.5"N 48°52'28.3"E Arid, coastal, and marine 26 September, 2022 39.91 10.00 0.00% 150
Image Europe Norway 71°23'03.9"N 25°23'06.4"E Cloudy 25 September, 2022 73.89 30.01 8.89% 151
Image North America USA 41°41'25.0"N 83°20'54.7"W Cloudy, forested 23 September, 2022 49.58 30.01 8.95% 152
Image Asia China 40°40'03.7"N 109°15'43.3"E Arid 25 September, 2022 51.13 10.00 0.00% 153
Image North America USA 48°39'32.7"N 116°39'46.4"W Forested 21 September, 2022 56.08 19.99 0.03% 157
Image North America USA 41°57'17.0"N 83°16'27.7"W Cloudy 21 September, 2022 46.48 30.01 90.06% 158
Image Europe Hungary 47°00'38.4"N 17°48'15.1"E Forested 22 September, 2022 50.17 30.01 4.30% 160
Image North America USA 48°50'57.8"N 116°40'39.1"W Cloudy 16 September, 2022 49.16 35.00 63.57% 162
Image Africa Namibia 23°26'13.4"S 14°47'44.8"E Cloudy 18 September, 2022 39.54 30.01 80.36% 166
Image Europe Norway 59°36'21.1"N 5°52'10.1"E Forested 27 August, 2022 49.82 30.01 15.83% 168
Image North America Canada 50°15'20.6"N 125°22'40.7"W Cloudy, coastal, marine 05 September, 2022 46.59 35.00 33.09% 170
Image North America Canada 49°54'46.6"N 124°32'53.4"W Forested, coastal, marine 10 September, 2022 45.90 30.01 5.60% 172
Image Europe Faroe Islands 62°15'30.9"N 10°20'44.8"W Overexposed 08 September, 2022 57.08 35.00 99.74% 176
Image North America USA 48°19'33.5"N 119°36'32.4"W Cloudy 07 September, 2022 45.56 35.00 56.63% 177
Image Africa Niger 21°31'31.5"N 10°29'44.0"E Overexposed 29 September, 2022 30.50 40.00 99.97% 178
Image North America USA 42°06'28.7"N 83°29'14.8"W Overexposed 04 September, 2022 40.01 35.00 100%** 179
Image North America USA 41°55'51.5"N 83°32'45.6"W Overexposed 05 September, 2022 41.50 35.00 99.99% 181
Image Europe Norway 60°38'38.8"N 10°08'10.3"E Forested, coastal andmarine 31 August, 2022 58.74 49.73 79.41% 185
Image Europe Norway 62°58'01.2"N 5°38'07.8"E Cloudy, coastal, marine 29 August, 2022 54.37 30.01 20.84% 186
Image Asia Russia 43°22'36.8"N 131°30'24.7"E Forested 28 August, 2022 39.82 19.99 0.39% 188
Image Europe Norway (Arctic) 78°53'39.7"N 13°20'42.3"E Polar and glacial 26 August, 2022 85.67 30.01 0.00% 189
Image Asia Saudi Arabia 18°46'04.4"N 46°25'01.5"E Overexposed 26 August, 2022 30.86 30.01 92.95% 194
Image North America USA 45°37'37.7"N 113°53'18.1"W Forested 25 August, 2022 40.32 30.01 1.22% 195
Image North America Canada 49°04'18.6"N 124°07'42.9"W Forested, coastal and marine 05 August, 2022 37.32 30.01 15.70% 204
Image Asia China 31°41'10.3"N 117°16'48.9"E Urban, coastal and marine 08 August, 2022 29.29 30.01 0.06% 207
Image North America USA 48°14'09.5"N 118°33'02.3"W Forested, coastal and marine 06 August, 2022 35.84 30.01 0.59% 208
Image North America USA 46°38'21.6"N 107°25'47.7"W Forested, coastal and marine 08 August, 2022 33.14 35.00 0.01% 209
Image South America Chile 52°15'02.3"S 70°22'16.8"W Cloudy, polar and glacial ** 07 August, 2022 76.78 40.00 2.36% 210
Image Europe Norway 70°43'04.4"N 22°53'38.5"E Coastal and marine 06 August, 2022 54.09 30.01 2.46% 211
Image Europe Hungary 47°01'17.2"N 17°45'00.1"E Coastal and marine 05 August, 2022 36.00 30.01 0.00% 212
Image North America USA 42°39'08.9"N 82°59'17.2"W Urban, coastal and marine 09 July, 2022 26.94 30.01 2.92% 253
Image Europe Norway 70°26'49.7"N 23°31'15.9"E Cloudy 07 July, 2022 81.71 30.01 0.02% 254
Image Europe Norway 70°19'09.2"N 23°38'04.6"E Cloudy 06 July, 2022 82.36 30.01 0.01% 255
Image North America Canada 49°49'03.8"N 124°10'48.1"W Cloudy 05 July, 2022 34.47 30.01 67.94% 258
Image Europe Norway 70°46'33.7"N 23°18'36.1"E Cloudy 05 July, 2022 48.02 30.01 58.09% 259
Image North America USA (Hawai) 21°00'17.4"N 157°23'52.4"W Coastal and marine ** July, 2022 24.08 30.01 12.04% 260
Image North America Canada 52°17'15.8"N 127°18'02.2"W Cloudy 30 June, 2022 31.53 30.01 61.59% 262
Image North America USA 40°33'49.6"N 83°57'54.1"W Forested, coastal and marine 30 June, 2022 23.83 30.01 0.05% 263
Image Africa Namibia 23°25'32.6"S 14°54'57.6"E Arid 30 June, 2022 57.75 10.00 0.00% 264
Image Antarctica N/A 61°54'17.4"S 166°55'32.9"E Coastal and marine 26 June, 2022 90.58 35.00 0.00% 265
Image North America USA (Midway Atoll) 24°26'06.4"N 178°11'27.9"W Coastal and marine 25 June, 2022 23.98 35.00 15.26% 266
Image North America USA 64°14'29.7"N 146°51'54.0"W Forested 24 June, 2022 42.61 35.00 28.82% 267
Image Europe Norway 60°48'04.0"N 11°04'01.4"E Overexposed ** June, 2022 39.40 35.00 97.62% 268
Image Europe Norway (Arctic) 81°58'12.0"N 27°08'06.1"E Overexposed 14 June, 2022 59.09 40.00 87.93% 269
Image Europe Norway (Arctic) 76°17'01.0"N 24°35'37.3"E Cloudy 13 June, 2022 72.42 40.00 48.59% 270
Image Eruope Sweden** 65°35'44.3"N 16°31'45.2"E Coastal and marine ** June, 2022 85.11 40.00 0.00% 271
Image Europe Norway 72°26'39.0"N 18°33'08.2"E Cloudy, forested ** June, 2022 49.45 40.00 46.86% 272
Image Africa Ghana 7°22'01.0"N 0°07'44.8"W Coastal and marine 15 February, 2023 40.33 15.00 0.00% 273
Image Asia Myanmar 16°31'32.2"N 96°08'18.1"E Coastal and marine 15 February, 2023 45.06 15.00 0.00% 274
Image North America Mexico 20°18'16.4"N 103°16'33.2"W Forested 19 March, 2023 46.06 10.00 0.04% 275