Zarr 🔬

Zarr (beta)

Open Betabeta
.zarr.zip · application/zip

Zarr is 'n meerdimensionele skikkingsbergingsformaat vir wetenskaplike data. Dit ondersteun gestukte berging, kompressie en parallelle toegang. Ideaal vir klimaatdata, sateliet-tydreekse en georuimtelike data.

Beta: Beta -- eksperimenteel. As die diens nie 'n inheemse DWG kan bou nie, gee dit 'n DXF-lêer terug met 'n eerlike X-Actual-Format: dxf-opskrif (dieselfde CAD-programme open albei).
Voer Zarr nou uit ✨ Oop beta — gratis, geen beperkings nie

Sleutelkenmerke

Stukkiesgewyse berging
Kompressie (Blosc, Zstd)
Parallelle stuktoegang
Example Zarr export (central Moscow, 1x0.5 km)
Example: central Moscow, ~1×0.5 km, medium detail

Oor die Zarr-formaat

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.

Watter program open Zarr-lêers

Die volgende programme en toepassings kan Zarr (beta) (.zarr.zip)-lêers wat uit OSM2CDR uitgevoer is, open, redigeer en daarmee werk:

💻Python Zarr 💻Xarray 💻Dask 💻GDAL 💻TerraClimate

Format specifications

Wie gebruik Zarr-kaarte

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

Hoe om Zarr uit te voer

1
Kies gebied
Teken 'n reghoek of veelhoek op die interaktiewe kaart by osm2cdr.ru
2
Kies Zarr
Kies Zarr (beta) uit die lys van 127 beskikbare uitvoerformate
3
Uitvoer
Klik op Uitvoer en ontvang jou .zarr.zip-lêer binne 1-5 minute
4
Aflaai
Laai die gereede Zarr-lêer af en open dit in Python Zarr

Hoe om dit ná uitvoer te open

Gewilde kaarte in Zarr

Gratis

Kry Zarr (beta)-kaartuitvoere

Laai professionele Zarr-kaarte van OpenStreetMap af. Onmiddellike generering, enige gebied.

Gratis / uitvoer
Voer Zarr nou uit →

Gereelde vrae

Waarom is Zarr beter as GeoTIFF?
Kan Zarr oor die netwerk gelees word?
Is it vectors or raster inside?
What is the cell size?
How do I open the archive without unpacking it?

Verwante formate

Dikwels saam uitgevoer

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