Zarr 🔬

Zarr (beta)

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.zarr.zip · application/zip

Zarr yra daugiamačių masyvų saugojimo formatas moksliniams duomenims. Jis palaiko saugojimą dalimis, glaudinimą ir lygiagrečią prieigą. Idealiai tinka klimato duomenims, palydovinėms laiko eilutėms ir geoerdviniams duomenims.

Beta: Beta -- experimental. The result may be incomplete; please tell us if something looks wrong.

OpenStreetMap data as of 5 October 2026 · 26 days ago

Eksportuoti Zarr dabar ✨ Atviroji beta — nemokamai, be apribojimų

Pagrindinės savybės

✓Saugojimas dalimis
✓Glaudinimas (Blosc, Zstd)
✓Lygiagreti prieiga prie dalių
Example Zarr export (central Moscow, 1x0.5 km)
Example: central Moscow, ~1×0.5 km, medium detail

Apie Zarr formatą

Zarr is a format for storing large multidimensional arrays: the data is cut into chunks, and each chunk is compressed and stored separately. That is why an array is read in pieces, in parallel and straight from the cloud — S3, GCS or plain HTTP. In scientific data it is gradually displacing NetCDF and HDF5 precisely because of that cloud access.

An OpenStreetMap map is vector objects while Zarr is about arrays, so the export rasterizes the selected area into a regular grid. The format is taken when the map is needed not as a drawing but as a data layer next to climate data, satellite series or a computational model in xarray and Dask.

The archive holds a Zarr group of version two with two arrays: feature_count — how many OSM objects fell into the cell, and land_use — the code of the dominant layer in the cell. The group attributes record the coordinate system, the bounding box of the area, the grid step and the list of source layers; the data is split into 256 × 256 chunks and compressed (Blosc with Zstandard by default).

The default grid step is 0.001 degrees, about a hundred meters; over small areas it is refined automatically so that the result does not degenerate into a few cells. The grid size is limited to 10,000 × 10,000 cells. The format is in beta status: this is aggregated density and categories, not vector geometry — for that, go to GeoParquet or FlatGeobuf.

Kokia programa atidaro Zarr failus

Šios programos gali atidaryti, redaguoti Zarr (beta) (.zarr.zip) failus, eksportuotus iš OSM2CDR, ir dirbti su jais:

💻Python Zarr 💻Xarray 💻Dask 💻GDAL 💻TerraClimate

Format specifications

Kas naudoja Zarr žemėlapius

🏗
Moksliniai duomenys
City data lands in the same format the laboratory already stores its arrays in.
💻
Klimato modeliai
A grid of development density is placed alongside climate arrays and read by the same xarray.
📊
Palydovinės laiko eilutės
A city layer next to satellite time series — a common format of chunks and compression.
🎨
Geoerdviniai duomenys
Aggregated geodata as an array: object density and the dominant category per cell.
🗺
Lygiagretus apdorojimas
Chunks are read independently, so the computation is easily spread across Dask and several processes.

Kaip eksportuoti Zarr

1
Pažymėkite sritį
Nubrėžkite stačiakampį arba daugiakampį interaktyviame žemėlapyje osm2cdr.ru
2
Pasirinkite Zarr
Iš 127 prieinamų eksporto formatų sąrašo pasirinkite Zarr (beta)
3
Eksportuoti
Spustelėkite „Eksportuoti“ ir gaukite savo .zarr.zip failą per 1–5 minutes
4
Atsisiųsti
Atsisiųskite paruoštą Zarr failą ir atidarykite jį programoje Python Zarr

Kaip atidaryti po eksporto

Populiarūs Zarr formato žemėlapiai

Free

Gaukite Zarr (beta) žemėlapių eksportą

Atsisiųskite profesionalius Zarr žemėlapius iš OpenStreetMap. Momentinis generavimas, bet kuri sritis.

Nemokamas / eksportas
Eksportuoti Zarr dabar →

Dažnai užduodami klausimai

Kodėl Zarr geresnis nei GeoTIFF? ▼
Ar Zarr galima nuskaityti per tinklą? ▼
Is it vectors or raster inside? ▼
What is the cell size? ▼
How do I open the archive without unpacking it? ▼

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