Zarr 🔬

Zarr (beta)

Open Betabeta
.zarr.zip · application/zip

Zarr je format pohrane višedimenzionalnih polja za znanstvene podatke. Podržava segmentiranu pohranu, kompresiju i paralelni pristup. Idealan za klimatske podatke, vremenske nizove satelitskih snimaka i geoprostorne podatke.

Beta: Beta -- eksperimentalno. Ako servis ne može izraditi izvorni DWG, vraća DXF datoteku s poštenim zaglavljem X-Actual-Format: dxf (iste CAD aplikacije otvaraju oboje).
Izvezi Zarr sada ✨ Otvorena beta — besplatno, bez ograničenja

Ključne značajke

Segmentirana pohrana
Kompresija (Blosc, Zstd)
Paralelni pristup segmentima
Example Zarr export (central Moscow, 1x0.5 km)
Example: central Moscow, ~1×0.5 km, medium detail

O formatu Zarr

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.

Koji program otvara datoteke Zarr

Sljedeći programi i aplikacije mogu otvoriti, uređivati i raditi s datotekama Zarr (beta) (.zarr.zip) izvezenima iz OSM2CDR-a:

💻Python Zarr 💻Xarray 💻Dask 💻GDAL 💻TerraClimate

Format specifications

Tko koristi karte Zarr

🏗
Znanstveni podaci
City data lands in the same format the laboratory already stores its arrays in.
💻
Klimatski modeli
A grid of development density is placed alongside climate arrays and read by the same xarray.
📊
Vremenski nizovi satelitskih snimaka
A city layer next to satellite time series — a common format of chunks and compression.
🎨
Geoprostorni podaci
Aggregated geodata as an array: object density and the dominant category per cell.
🗺
Paralelna obrada
Chunks are read independently, so the computation is easily spread across Dask and several processes.

Kako izvesti Zarr

1
Odaberite područje
Nacrtajte pravokutnik ili poligon na interaktivnoj karti na osm2cdr.ru
2
Odaberite Zarr
Odaberite Zarr (beta) s popisa od 127 dostupnih formata izvoza
3
Izvoz
Kliknite Izvoz i primite svoju .zarr.zip datoteku za 1 – 5 minuta
4
Preuzimanje
Preuzmite gotovu datoteku Zarr i otvorite je u Python Zarr

Kako otvoriti nakon izvoza

Popularne karte u formatu Zarr

Besplatno

Nabavite izvoze karata u formatu Zarr (beta)

Preuzmite profesionalne karte u formatu Zarr iz OpenStreetMapa. Trenutno generiranje, bilo koje područje.

Besplatno / izvoz
Izvezi Zarr sada →

Često postavljana pitanja

Zašto je Zarr bolji od GeoTIFF-a?
Može li se Zarr čitati preko mreže?
Is it vectors or raster inside?
What is the cell size?
How do I open the archive without unpacking it?

Povezani formati

Često se izvoze zajedno

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