Published October 16, 2026 | Version v1

LandsatMGM example data for tile 004W_40N

  • 1. OpenGeoHub Foundation
  • 2. ROR icon Universidade Federal de Goiás
  • 3. OpenGeoHub foundation
  • 4. Envirometrix Ltd

Description

This dataset is an example tile of LandsatMGM, a monthly, gap-filled Landsat time series at 30 m resolution. It covers one 1° × 1° tile (004W_40N: longitude 5°W–4°W, latitude 40°N–41°N, central Spain) for 29 years (1997–2025). Each year has 12 monthly images for 7 spectral bands, plus a per-pixel quality layer.

Each year is a separate zip file (004W_40N_YYYY.zip, about 1.6 GB each, about 45 GB in total)

Contents of each zip (96 GeoTIFFs)

7 bands × 12 months: red, green, blue, nir, swir1, swir2, thermal
12 monthly quality layers
File naming: 004W_40N_{band}_{YYYYMM}.tif (e.g. 004W_40N_nir_202107.tif)
Raster specifications

CRS: WGS 84 (EPSG:4326)
Pixel size: 0.00025° (about 30 m)
Size: 4004 × 4004 pixels (the 1° tile plus a small overlap with neighbouring tiles)
Extent: 5.0005°W – 3.9995°W, 39.9995°N – 41.0005°N
Compression: ZSTD (predictor 2)
Spectral bands: UInt16, NoData = 65000. Surface reflectance = DN / 40000.
Thermal: UInt16, NoData = 65000, scale =1/ 100
Quality: Byte
Quality layer codes

Value    Meaning
0    Water
1    Temporal aggregation
2    Temporal aggregation
3    Gap-filled with SoftImpute (matrix completion)
4    Remaining gap (not filled)
Use the quality layer to tell direct observations apart from gap-filled values, or to mask water and unfilled pixels.

Intended use

This tile is a lightweight sample of the full product. The final product is about 19,132 tiles

Files

004W_40N_1997.zip

Files (47.8 GB)

Name Size
md5:2d0b8916c64e4db6d59cc73581cdac3e
1.7 GB Preview Download
md5:410b26fd46fd172f46e32e1627d7df44
1.6 GB Preview Download
md5:1fc0451efbddbd7a9904c26d9820e1d2
1.6 GB Preview Download
md5:a5b45eadc8cc6e280dc5331591006b62
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md5:6719aa698bfd4ee08e947815efd931b1
1.6 GB Preview Download
md5:62baf6f325037161e919520bda0aee76
1.6 GB Preview Download
md5:2b9ea4d932745806665d666fec9d517e
1.7 GB Preview Download
md5:19870db3b8c49916aa5c6f69cb02d36c
1.6 GB Preview Download
md5:31341453179d93422f9a8e3a23545a4c
1.6 GB Preview Download
md5:7309a5adbde7c8110986c9f6ecf37d2a
1.6 GB Preview Download
md5:131a9457a84b4a1ba7be2f8574d2a0bc
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md5:84158b918d2e57830d68f269b4dd6863
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md5:01af3ccfa0f59da04703c1fd25e53420
1.6 GB Preview Download
md5:89386f75d6908a743d74a0608f35010f
1.6 GB Preview Download
md5:418e1df475d4de0ce2e5a08025efd28c
1.6 GB Preview Download
md5:dd84705474b3f27c5688eaad42b3cf25
1.7 GB Preview Download
md5:cd01bbeae83e07a32ded0a75f57103dd
1.7 GB Preview Download
md5:e017bc5ea88a3251144fdc2fc02fc3b9
1.6 GB Preview Download
md5:f5b39af16efe130b6c3d7a731835cf68
1.7 GB Preview Download
md5:6f7769de563539256b010023513a2950
1.7 GB Preview Download
md5:3bd2a0119b800ddaa41066de00bb8796
1.6 GB Preview Download
md5:edd0ffb4c5eb71703b3cddc5c67d04ae
1.7 GB Preview Download
md5:531fc1f1ec811101a68a45df58cac24f
1.7 GB Preview Download
md5:6abf9d0cda73c658c3ae899e83ecf919
1.6 GB Preview Download
md5:3c936e060227188413adf5b1ebfba20b
1.6 GB Preview Download
md5:9047d8598fc64d2f49b40fb75e4d6b98
1.6 GB Preview Download
md5:39d9c00010c0ca63528bdaa7d58f94b0
1.6 GB Preview Download
md5:e5fd1b074c74e30d7f7d41a9b34f9324
1.6 GB Preview Download
md5:bdbea42a0557d3231e27f6bf715f87b6
1.6 GB Preview Download

Additional details

Funding

European Commission
Open-Earth-Monitor Cyberinfrastructure 101059548

Software

Repository URL
https://codeberg.org/openlandmap/LandsatMGM
Programming language
Python