CorrDiff NYC Downscaling Datasets
atmosphere
climate
corrdiff
downscaling
machine-learning
netcdf
new-york-city
open-storage-network
A collection of atmospheric datasets and model outputs prepared for CorrDiff-based climate downscaling experiments over the New York City region. The collection includes ERA5 inputs interpolated to the HRRR grid, HRRR reference datasets, CorrDiff model inputs, generated outputs, and target datasets. Data are stored as NetCDF files on the Open Storage Network.
Access Data
ERA5 atmospheric fields interpolated to the 128-by-128 HRRR grid for 2020.
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Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/ERA5_hrrr_interp_128_2020.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
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Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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ERA5 atmospheric fields interpolated to the 128-by-128 HRRR grid for 2021.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/ERA5_hrrr_interp_128_2021.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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ERA5 atmospheric fields interpolated to the 128-by-128 HRRR grid for 2022.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/ERA5_hrrr_interp_128_2022.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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ERA5 atmospheric fields interpolated to the 128-by-128 HRRR grid for 2023.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/ERA5_hrrr_interp_128_2023.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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ERA5 atmospheric fields interpolated to the 128-by-128 HRRR grid for 2024.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/ERA5_hrrr_interp_128_2024.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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ERA5 atmospheric fields interpolated to the 128-by-128 HRRR grid for 2025.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/ERA5_hrrr_interp_128_2025.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
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Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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HRRR atmospheric reference data for the New York City region covering 2020–2025.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/hrrr_NYC_128_2020_2025.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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HRRR atmospheric reference data for the New York City region for 2021.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/hrrr_NYC_128_2021.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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HRRR atmospheric reference data for the New York City region for 2022.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/hrrr_NYC_128_2022.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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HRRR atmospheric reference data for the New York City region for 2023.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/hrrr_NYC_128_2023.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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HRRR atmospheric reference data for the New York City region for 2024.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/hrrr_NYC_128_2024.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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HRRR atmospheric reference data for the New York City region for 2025.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/hrrr_NYC_128_2025.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff model input dataset for 1945.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/input_1945.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff model input dataset for 1955.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/input_1955.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff model input dataset for 1965.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/input_1965.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff model input dataset for 1975.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/input_1975.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff model input dataset for 1985.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/input_1985.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff model input dataset for 1995.
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Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/input_1995.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff model input dataset for 2005.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/input_2005.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff model input dataset for 2020.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/input_2020.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff model input dataset for 2021.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/input_2021.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff model input dataset for 2025.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/input_2025.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff-generated atmospheric output for 1945.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/output_1945.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff-generated atmospheric output for 1955.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/output_1955.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff-generated atmospheric output for 1965.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/output_1965.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff-generated atmospheric output for 1975.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/output_1975.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff-generated atmospheric output for 1985.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/output_1985.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff-generated atmospheric output for 1995.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/output_1995.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff-generated atmospheric output for 2005.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/output_2005.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff-generated atmospheric output for 2020.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/output_2020.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff-generated atmospheric output for 2021.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/output_2021.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff-generated atmospheric output for 2025.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/output_2025.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff reference target dataset for 1945.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/target_1945.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff reference target dataset for 1955.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/target_1955.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff reference target dataset for 1965.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/target_1965.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff reference target dataset for 1975.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/target_1975.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff reference target dataset for 1985.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/target_1985.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff reference target dataset for 1995.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/target_1995.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff reference target dataset for 2005.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/target_2005.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff reference target dataset for 2020.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/target_2020.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff reference target dataset for 2021.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/target_2021.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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CorrDiff reference target dataset for 2025.
Data Viewer
Dataset incompatible with Data Viewer
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
Load Dataset
import xarray as xrstore = 'https://nyu1.osn.mghpcc.org/leap-pangeo-manual/hackathon-2026/corrdiff/target_2025.nc'ds = xr.open_dataset(store, engine='zarr', chunks={})
Metadata
Private dataset. Access requires credentials or a Columbia-LEAP JupyterHub server.
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