Zarr 🔬

Zarr (beta)

Open Betabeta
.zarr.zip · application/zip

Zarr je format za shranjevanje večdimenzionalnih polj za znanstvene podatke. Podpira shranjevanje v kosih, stiskanje in vzporedni dostop. Idealen za podnebne podatke, satelitske časovne vrste in geoprostorske podatke.

Beta: Beta -- eksperimentalno. Če storitev ne more ustvariti izvornega DWG, vrne datoteko DXF s pošteno glavo X-Actual-Format: dxf (isti programi CAD odprejo oboje).
Izvozi Zarr zdaj ✨ Odprta beta — brezplačno, brez omejitev

Ključne značilnosti

Shranjevanje v kosih
Stiskanje (Blosc, Zstd)
Vzporedni dostop do kosov
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.

Kateri program odpre datoteke Zarr

Naslednji programi in aplikacije lahko odprejo, urejajo in delajo z datotekami Zarr (beta) (.zarr.zip), izvoženimi iz OSM2CDR:

💻Python Zarr 💻Xarray 💻Dask 💻GDAL 💻TerraClimate

Format specifications

Kdo uporablja zemljevide Zarr

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

Kako izvoziti Zarr

1
Izberite območje
Narišite pravokotnik ali poligon na interaktivnem zemljevidu na osm2cdr.ru
2
Izberite Zarr
Izberite Zarr (beta) s seznama 127 razpoložljivih izvoznih formatov
3
Izvoz
Kliknite Izvozi in prejmite datoteko .zarr.zip v 1–5 minutah
4
Prenos
Prenesite pripravljeno datoteko Zarr in jo odprite v programu Python Zarr

Kako odpreti po izvozu

Priljubljeni zemljevidi v formatu Zarr

Brezplačno

Pridobite izvoze zemljevidov Zarr (beta)

Prenesite profesionalne zemljevide Zarr iz OpenStreetMap. Takojšnje ustvarjanje, poljubno območje.

Brezplačno / izvoz
Izvozi Zarr zdaj →

Pogosto zastavljena vprašanja

Zakaj je Zarr boljši od GeoTIFF?
Ali je mogoče Zarr brati prek omrežja?
Is it vectors or raster inside?
What is the cell size?
How do I open the archive without unpacking it?

Sorodni formati

Pogosto izvoženo skupaj

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