Zarr 🔬

Zarr (beta)

Open Betabeta
.zarr.zip · application/zip

Zarr on mitmemõõtmeline massiivi salvestusvorming teadusandmete jaoks. See toetab tükeldatud salvestust, tihendust ja paralleeljuurdepääsu. Ideaalne kliimaandmete, satelliidi ajaseeriate ja georuumiliste andmete jaoks.

Beta: Beeta — eksperimentaalne. Kui natiivset DWG-d ei õnnestu koostada, tagastab teenus DXF-faili ja lisab ausalt päise X-Actual-Format: dxf (mõlemad avanevad samades CAD-rakendustes).
Ekspordi Zarr kohe ✨ Avatud beeta — tasuta, ilma piiranguteta

Põhiomadused

Tükeldatud salvestus
Tihendus (Blosc, Zstd)
Paralleelne juurdepääs tükkidele
Example Zarr export (central Moscow, 1x0.5 km)
Example: central Moscow, ~1×0.5 km, medium detail

Vormingu Zarr kohta

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.

Milline programm avab Zarr-faile

Järgmised programmid ja rakendused suudavad avada, redigeerida ning töödelda OSM2CDR-ist eksporditud Zarr (beta) (.zarr.zip) faile:

💻Python Zarr 💻Xarray 💻Dask 💻GDAL 💻TerraClimate

Format specifications

Kes kasutab Zarr-kaarte

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

Kuidas eksportida vormingusse Zarr

1
Vali ala
Joonista interaktiivsel kaardil aadressil osm2cdr.ru ristkülik või polügon
2
Vali Zarr
Vali 127 saadaoleva eksportvormingu hulgast Zarr (beta)
3
Ekspordi
Klõpsa „Ekspordi“ ja saa oma .zarr.zip-fail 1–5 minutiga
4
Laadi alla
Laadi alla valmis Zarr-fail ja ava see programmis Python Zarr

Kuidas pärast eksporti avada

Populaarsed kaardid vormingus Zarr

Free

Hangi kaardiekspordid vormingus Zarr (beta)

Laadi alla professionaalsed Zarr-kaardid OpenStreetMapi andmetest. Kohene genereerimine, mis tahes ala.

Tasuta / eksport
Ekspordi Zarr kohe →

Korduma kippuvad küsimused

Miks on Zarr parem kui GeoTIFF?
Kas Zarr-i saab võrgu kaudu lugeda?
Is it vectors or raster inside?
What is the cell size?
How do I open the archive without unpacking it?

Seotud vormingud

Sageli koos eksporditavad vormingud

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