Zarr 🔬

Zarr (beta)

Open Betabeta
.zarr.zip · application/zip

Zarr adalah format penyimpanan array multidimensi untuk data ilmiah. Mendukung penyimpanan berbasis chunk, kompresi, dan akses paralel. Ideal untuk data iklim, deret waktu satelit, dan data geospasial.

Beta: Beta -- eksperimental. Jika layanan tidak dapat membuat DWG asli, layanan mengembalikan berkas DXF dengan header jujur X-Actual-Format: dxf (aplikasi CAD yang sama membuka keduanya).
Ekspor Zarr sekarang ✨ Open Beta — gratis, tanpa batas

Fitur Utama

Penyimpanan berbasis chunk
Kompresi (Blosc, Zstd)
Akses chunk paralel
Example Zarr export (central Moscow, 1x0.5 km)
Example: central Moscow, ~1×0.5 km, medium detail

Tentang 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 Apa yang Membuka File Zarr

Program dan aplikasi berikut dapat membuka, menyunting, dan mengolah file Zarr (beta) (.zarr.zip) yang diekspor dari OSM2CDR:

💻Python Zarr 💻Xarray 💻Dask 💻GDAL 💻TerraClimate

Format specifications

Siapa yang Menggunakan Peta Zarr

🏗
Data ilmiah
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.
📊
Deret waktu satelit
A city layer next to satellite time series — a common format of chunks and compression.
🎨
Data geospasial
Aggregated geodata as an array: object density and the dominant category per cell.
🗺
Pemrosesan paralel
Chunks are read independently, so the computation is easily spread across Dask and several processes.

Cara Mengekspor Zarr

1
Pilih area
Gambar persegi panjang atau poligon pada peta interaktif di osm2cdr.ru
2
Pilih Zarr
Pilih Zarr (beta) dari daftar 127 format ekspor yang tersedia
3
Ekspor
Klik Ekspor dan terima file .zarr.zip Anda dalam 1-5 menit
4
Unduh
Unduh file Zarr yang sudah siap dan buka di Python Zarr

Cara Membuka Setelah Ekspor

Peta populer dalam Zarr

Gratis

Dapatkan ekspor peta Zarr (beta)

Unduh peta Zarr profesional dari OpenStreetMap. Pembuatan instan, area apa pun.

Gratis / ekspor
Ekspor Zarr sekarang →

Pertanyaan yang Sering Diajukan

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

Format Terkait

Sering Diekspor Bersama

Related Articles