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README.md
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Randomly sampled 5000 data tiles (3000 for training, and 1000 for validation and testing).
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Occasionally, not all tiles were available for all datasets. We include a detailed breakdown of the number of chips per dataset below.
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|Datakind |
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| :------ | :------ |
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|s1grd-2020|5000|
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| gssic | 5000 |
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| gunw_2020-04-01_2020-06-30 | 4018 |
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| gunw_2020-01-01_2020-03-31| 4162 |
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| s2rgbm-2020| 5000|
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|biomass-2020|5000|
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|esaworldcover-2020|5000|
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|modis44b006veg|5000|
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|ghsbuilts-2020|5000|
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|strmdem|5000|
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We provide '.csv' files with predefined train (blue), test (orange) and validation (green) splits that can be used for repeatability and comparability of experiments.
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@@ -42,7 +42,7 @@ As of now, M3LEO contains data for 2020.
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- [`esaworldcover-2020`](https://developers.google.com/earth-engine/datasets/catalog/ESA_WorldCover_v100): ESA World Cover land cover maps at 10m resolution.
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- [`modis44b006veg`](https://developers.google.com/earth-engine/datasets/catalog/MODIS_006_MOD44B)
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- [`ghsbuilts-2020`](https://human-settlement.emergency.copernicus.eu/download.php?ds=bu): EU JRC Global Human Settlement Layer Builtup Surface at 100m resolution.
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Randomly sampled 5000 data tiles (3000 for training, and 1000 for validation and testing).
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| 6 |
Occasionally, not all tiles were available for all datasets. We include a detailed breakdown of the number of chips per dataset below.
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| 7 |
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|Datakind |Chips |
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| :------ | :------ |
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| 10 |
+
|`s1grd-2020`|5000|
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| 11 |
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| `gssic` | 5000 |
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| 12 |
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| `gunw_2020-04-01_2020-06-30` | 4018 |
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| 13 |
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| `gunw_2020-01-01_2020-03-31`| 4162 |
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| 14 |
+
| `s2rgbm-2020`| 5000|
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| 15 |
+
|`biomass-2020`|5000|
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| 16 |
+
|`esaworldcover-2020`|5000|
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| 17 |
+
|`modis44b006veg`|5000|
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| 18 |
+
|`ghsbuilts-2020`|5000|
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| 19 |
+
|`strmdem`|5000|
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| 20 |
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| 21 |
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We provide '.csv' files with predefined train (blue), test (orange) and validation (green) splits that can be used for repeatability and comparability of experiments.
|
|
|
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| 42 |
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| 43 |
- [`esaworldcover-2020`](https://developers.google.com/earth-engine/datasets/catalog/ESA_WorldCover_v100): ESA World Cover land cover maps at 10m resolution.
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| 44 |
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- [`modis44b006veg`](https://developers.google.com/earth-engine/datasets/catalog/MODIS_006_MOD44B): MODIS Vegetation Continuous Field annual maps at 250m resolution.
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- [`ghsbuilts-2020`](https://human-settlement.emergency.copernicus.eu/download.php?ds=bu): EU JRC Global Human Settlement Layer Builtup Surface at 100m resolution.
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