Zarr 🔬

Zarr (beta)

Open Betabeta
.zarr.zip · application/zip

Zarr er et lagringsformat for flerdimensjonale matriser til vitenskapelige data. Det støtter bitvis lagring, komprimering og parallell tilgang. Ideelt for klimadata, satellitt-tidsserier og geospatiale data.

Beta: Beta -- eksperimentelt. Hvis tjenesten ikke kan bygge en ekte DWG, returnerer den en DXF-fil med en ærlig header X-Actual-Format: dxf (de samme CAD-programmene åpner begge).
Eksporter Zarr nå ✨ Åpen beta — gratis, ingen begrensninger

Hovedfunksjoner

Bitvis lagring
Komprimering (Blosc, Zstd)
Parallell tilgang til biter
Example Zarr export (central Moscow, 1x0.5 km)
Example: central Moscow, ~1×0.5 km, medium detail

Om Zarr-formatet

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 åpner Zarr-filer

Følgende programmer og applikasjoner kan åpne, redigere og arbeide med Zarr (beta) (.zarr.zip)-filer eksportert fra OSM2CDR:

💻Python Zarr 💻Xarray 💻Dask 💻GDAL 💻TerraClimate

Format specifications

Hvem bruker Zarr-kart

🏗
Vitenskapelige 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.
📊
Satellitt-tidsserier
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.
🗺
Parallell behandling
Chunks are read independently, so the computation is easily spread across Dask and several processes.

Slik eksporterer du Zarr

1
Velg område
Tegn et rektangel eller polygon på det interaktive kartet på osm2cdr.ru
2
Velg Zarr
Velg Zarr (beta) fra listen over 127 tilgjengelige eksportformater
3
Eksporter
Klikk Eksporter og motta .zarr.zip-filen din på 1–5 minutter
4
Last ned
Last ned den ferdige Zarr-filen og åpne den i Python Zarr

Slik åpner du filen etter eksporten

Populære kart i Zarr

Free

Få karteksporter i Zarr (beta)

Last ned profesjonelle Zarr-kart fra OpenStreetMap. Umiddelbar generering, uansett område.

Gratis / eksport
Eksporter Zarr nå →

Ofte stilte spørsmål

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

Relaterte formater

Ofte eksportert sammen

Related Articles