Zarr 🔬

Zarr (beta)

Price before paymentbeta
.zarr.zip · application/zip

Zarr — ilmiy maʼlumotlar uchun koʻp oʻlchovli massiv saqlash formati. U boʻlaklarga ajratilgan saqlash, siqish va parallel kirishni qoʻllab-quvvatlaydi. Iqlim maʼlumotlari, sunʼiy yoʻldosh vaqt qatorlari va geofazoviy maʼlumotlar uchun ideal.

Beta: Beta -- experimental. The result may be incomplete; please tell us if something looks wrong.

OpenStreetMap data as of 5 October 2026 · 24 days ago

Zarr ni hoziroq eksport qiling ✨ Open Beta — bepul, cheklovlarsiz

Asosiy imkoniyatlar

✓Boʻlaklarga ajratilgan saqlash
✓Siqish (Blosc, Zstd)
✓Parallel boʻlak kirishi
Example Zarr export (central Moscow, 1x0.5 km)
Example: central Moscow, ~1×0.5 km, medium detail

Zarr formati haqida

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.

Zarr fayllarini qaysi dastur ochadi

Quyidagi dasturlar va ilovalar OSM2CDR’dan eksport qilingan Zarr (beta) (.zarr.zip) fayllarini ochishi, tahrirlashi va ular bilan ishlashi mumkin:

💻Python Zarr 💻Xarray 💻Dask 💻GDAL 💻TerraClimate

Format specifications

Zarr xaritalaridan kimlar foydalanadi

🏗
Ilmiy maʼlumotlar
City data lands in the same format the laboratory already stores its arrays in.
💻
Iqlim modellari
A grid of development density is placed alongside climate arrays and read by the same xarray.
📊
Sunʼiy yoʻldosh vaqt qatorlari
A city layer next to satellite time series — a common format of chunks and compression.
🎨
Geofazoviy maʼlumotlar
Aggregated geodata as an array: object density and the dominant category per cell.
🗺
Parallel ishlov berish
Chunks are read independently, so the computation is easily spread across Dask and several processes.

Zarr ni qanday eksport qilish kerak

1
Hududni tanlang
osm2cdr.ru interaktiv xaritasida toʻrtburchak yoki koʻpburchak chizing
2
Zarr ni tanlang
Mavjud 127 ta eksport formati roʻyxatidan Zarr (beta) ni tanlang
3
Eksport
Eksport tugmasini bosing va .zarr.zip faylingizni 1-5 daqiqada oling
4
Yuklab olish
Tayyor Zarr faylini yuklab oling va uni Python Zarr dasturida oching

Eksportdan keyin qanday ochish kerak

Zarr formatidagi mashhur xaritalar

Bepul

Zarr (beta) xarita eksportlarini oling

OpenStreetMap’dan professional Zarr xaritalarini yuklab oling. Bir zumda yaratish, istalgan hudud.

Bepul / eksport
Zarr ni hoziroq eksport qiling →

Tez-tez beriladigan savollar

Nega Zarr GeoTIFF'dan koʻra yaxshiroq? ▼
Zarr'ni tarmoq orqali oʻqish mumkinmi? ▼
Is it vectors or raster inside? ▼
What is the cell size? ▼
How do I open the archive without unpacking it? ▼

Aloqador formatlar

Tez-tez birga eksport qilinadi

Related Articles