Major TOM: Expandable Datasets for Earth Observation
Paper
• 2402.12095 • Published
• 9
Datasets:
grid_cell stringlengths 5 10 | grid_row_u int64 -946 945 | grid_col_r int64 -2,003 2k | utm_crs stringclasses 120 values | centre_lat float64 -84.93 84.9 | centre_lon float64 -179.91 180 | utm_footprint stringlengths 77 92 | geometry unknown | geotransform stringlengths 42 45 | __index_level_0__ int64 1 5.09M |
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End of preview. Expand
in Data Studio
WORK IN PROGRESS...
Spatial-Reference-Grid
The MajorTom spatial reference grid is now available as spatial data, provided in both GeoParquet and GeoPackage formats. It is a global grid containing 5,091,140 cells.
Metadata content
| Field | Type | Description |
|---|---|---|
| grid_cell | string | Major TOM cell |
| grid_row_u | int | Major TOM cell row |
| grid_col_r | int | Major TOM cell col |
| utm_crs | string | CRS of the original product |
| centre_lat | float | Centre of the of the grid_cell latitude |
| centre_lon | float | Centre of the of the grid_cell longitude |
| utm_footprint | string | Polygon footprint (image UTM) of the grid_cell |
| geometry | geometry | Polygon footprint (WGS84) of the grid_cell |
| geotransform | array | geotransform of the footprint |
Example Use
Interface scripts are available at
import geopandas as gpd
gdf_pq = gpd.read_parquet("MT_grid_10km_global.parquet")
gdf_pq.head(5)
gdf_gpkg = gpd.read_file("MT_grid_10km_global.gpkg", layer="MT")
gdf_gpkg.head(5)
Authors
Mikolaj Czerkawski (Asterisk Labs), Marcin Kluczek (CloudFerro), Jędrzej S. Bojanowski (CloudFerro)
Open Access Manuscript
@inproceedings{Major_TOM,
title={Major TOM: Expandable Datasets for Earth Observation},
author={Alistair Francis and Mikolaj Czerkawski},
year={2024},
booktitle={IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium},
eprint={2402.12095},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
Powered by Φ-lab, European Space Agency (ESA) 🛰️ in collaboration with CloudFerro 🔶 & asterisk labs
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
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