Zarr 🔬

Zarr (beta)

Open Betabeta
.zarr.zip · application/zip

Zarr ialah format storan tatasusunan berbilang dimensi untuk data saintifik. Ia menyokong storan bercebis, mampatan, dan akses selari. Sesuai untuk data iklim, siri masa satelit, dan data geospatial.

Beta: Beta -- eksperimen. Jika perkhidmatan tidak dapat membina DWG asli, ia mengembalikan fail DXF dengan pengepala jujur X-Actual-Format: dxf (aplikasi CAD yang sama membuka kedua-duanya).
Eksport Zarr sekarang ✨ Beta Terbuka — percuma, tanpa had

Ciri Utama

Storan bercebis
Mampatan (Blosc, Zstd)
Akses cebisan selari
Example Zarr export (central Moscow, 1x0.5 km)
Example: central Moscow, ~1×0.5 km, medium detail

Mengenai Format 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.

Program yang Membuka Fail Zarr

Program dan aplikasi berikut boleh membuka, menyunting, dan bekerja dengan fail Zarr (beta) (.zarr.zip) yang dieksport daripada OSM2CDR:

💻Python Zarr 💻Xarray 💻Dask 💻GDAL 💻TerraClimate

Format specifications

Siapa yang Menggunakan Peta Zarr

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

Cara Mengeksport Zarr

1
Pilih kawasan
Lukis segi empat atau poligon pada peta interaktif di osm2cdr.ru
2
Pilih Zarr
Pilih Zarr (beta) daripada senarai 127 format eksport yang tersedia
3
Eksport
Klik Eksport dan terima fail .zarr.zip anda dalam 1-5 minit
4
Muat turun
Muat turun fail Zarr yang siap dan buka dalam Python Zarr

Cara Membuka Selepas Eksport

Peta popular dalam Zarr

Percuma

Dapatkan eksport peta Zarr (beta)

Muat turun peta Zarr profesional daripada OpenStreetMap. Penjanaan serta-merta, sebarang kawasan.

Percuma / eksport
Eksport Zarr sekarang →

Soalan Lazim

Mengapa Zarr lebih baik daripada GeoTIFF?
Bolehkah Zarr dibaca melalui rangkaian?
Is it vectors or raster inside?
What is the cell size?
How do I open the archive without unpacking it?

Format Berkaitan

Kerap Dieksport Bersama

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