Zarr 🔬

Zarr (beta)

Open Betabeta
.zarr.zip · application/zip

Zarr ni umbizo la kuhifadhi safu za vipimo vingi kwa data ya kisayansi. Linasaidia uhifadhi katika vipande, mbano, na ufikiaji sambamba. Linafaa kwa data ya hali ya hewa, mfululizo wa muda wa satelaiti, na data ya kijiografia.

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

OpenStreetMap data as of 24 August 2026 · 46 days ago

Safirisha Zarr sasa ✨ Open Beta — bila malipo, bila vikomo

Vipengele Muhimu

✓Uhifadhi katika vipande
✓Mbano (Blosc, Zstd)
✓Ufikiaji sambamba wa vipande
Example Zarr export (central Moscow, 1x0.5 km)
Example: central Moscow, ~1×0.5 km, medium detail

Kuhusu Muundo wa 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.

Programu Gani Hufungua Faili za Zarr

Programu na programu-tumizi zifuatazo zinaweza kufungua, kuhariri, na kufanya kazi na faili za Zarr (beta) (.zarr.zip) zilizosafirishwa kutoka OSM2CDR:

💻Python Zarr 💻Xarray 💻Dask 💻GDAL 💻TerraClimate

Format specifications

Nani Hutumia Ramani za Zarr

🏗
Data ya kisayansi
City data lands in the same format the laboratory already stores its arrays in.
💻
Modeli za hali ya hewa
A grid of development density is placed alongside climate arrays and read by the same xarray.
📊
Mfululizo wa muda wa satelaiti
A city layer next to satellite time series — a common format of chunks and compression.
🎨
Data ya kijiografia
Aggregated geodata as an array: object density and the dominant category per cell.
🗺
Uchakataji sambamba
Chunks are read independently, so the computation is easily spread across Dask and several processes.

Jinsi ya Kusafirisha Zarr

1
Chagua eneo
Chora mstatili au poligoni kwenye ramani shirikishi katika osm2cdr.ru
2
Chagua Zarr
Chagua Zarr (beta) kutoka orodha ya miundo 127 ya usafirishaji inayopatikana
3
Safirisha
Bofya Safirisha na upokee faili yako ya .zarr.zip ndani ya dakika 1-5
4
Pakua
Pakua faili tayari ya Zarr na uifungue katika Python Zarr

Jinsi ya Kufungua Baada ya Kuhamisha

Ramani maarufu katika Zarr

Bila malipo

Pata usafirishaji wa ramani za Zarr (beta)

Pakua ramani za kitaalamu za Zarr kutoka OpenStreetMap. Uzalishaji wa papo hapo, eneo lolote.

Bila malipo / usafirishaji
Safirisha Zarr sasa →

Maswali Yanayoulizwa Mara kwa Mara

Kwa nini Zarr ni bora kuliko GeoTIFF? ▼
Je, Zarr inaweza kusomwa kupitia mtandao? ▼
Is it vectors or raster inside? ▼
What is the cell size? ▼
How do I open the archive without unpacking it? ▼

What people who already downloaded say

Reviews are quoted in the language their authors wrote them in.

Наконец-то карты можно скачать в векторе. Автору спасибо!
Ильяс, сентябрь 2026
всё очень круто, не ожидал что просто приду и скачаю кусочек карты! спасибо!!!
Сергей, сентябрь 2026
ОГРОМНОЕ СПАСИБО!!! ОЧЕНЬ ХОРОШАЯ ПРОГРАММА!!! Искал карту в векторе на стыке 3 стран - очень помогло!!
Андрей, сентябрь 2026
Ты - молодец! Сделал большое и нужное дело!
Артем, сентябрь 2026
Иван, спасибо огромное! Не просто человек - Человечище!
Константин, сентябрь 2026
иван, вы просто чудо. Спасибо за неимоверно крутой сервис
Студент-архитектор, сентябрь 2026

Miundo Inayohusiana

Husafirishwa Pamoja Mara kwa Mara

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