Zarr 🔬

Zarr (beta)

Open Betabeta
.zarr.zip · application/zip

Zarr er et lagringsformat til flerdimensionelle arrays til videnskabelige data. Det understøtter chunked lagring, komprimering og parallel adgang. Ideelt til klimadata, satellittidsserier og geospatiale data.

Beta: Beta -- eksperimentelt. Hvis tjenesten ikke kan bygge en ægte DWG, returnerer den en DXF-fil med en ærlig header X-Actual-Format: dxf (de samme CAD-programmer åbner begge).
Eksportér Zarr nu ✨ Open Beta — gratis, ingen begrænsninger

Vigtigste funktioner

Chunk-baseret lagring
Komprimering (Blosc, Zstd)
Parallel adgang til chunks
Example Zarr export (central Moscow, 1x0.5 km)
Example: central Moscow, ~1×0.5 km, medium detail

Om formatet 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.

Hvilket program åbner Zarr-filer

Følgende programmer og applikationer kan åbne, redigere og arbejde med Zarr (beta)-filer (.zarr.zip), der er eksporteret fra OSM2CDR:

💻Python Zarr 💻Xarray 💻Dask 💻GDAL 💻TerraClimate

Format specifications

Hvem bruger Zarr-kort

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

Sådan eksporterer du Zarr

1
Vælg område
Tegn et rektangel eller en polygon på det interaktive kort på osm2cdr.ru
2
Vælg Zarr
Vælg Zarr (beta) fra listen over 127 tilgængelige eksportformater
3
Eksportér
Klik på Eksportér, og modtag din .zarr.zip-fil på 1-5 minutter
4
Download
Download den færdige Zarr-fil, og åbn den i Python Zarr

Sådan åbner du filen efter eksporten

Populære kort i Zarr

Free

Få korteksport i Zarr (beta)

Download professionelle Zarr-kort fra OpenStreetMap. Øjeblikkelig generering, ethvert område.

Gratis / eksport
Eksportér Zarr nu →

Ofte stillede spørgsmål

Hvorfor er Zarr bedre end GeoTIFF?
Kan Zarr læses over netværket?
Is it vectors or raster inside?
What is the cell size?
How do I open the archive without unpacking it?

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