Northflow Technologies · northflow.no
Institutional scientific discovery infrastructure for climate, space, and critical systems
Northflow Technologies builds institutional scientific discovery infrastructure across climate, space, and critical systems. These notebooks are our open science contribution — reproducible, citable workflows powered by climval. Every notebook runs in your browser with no setup required.
| Run | Notebook | Description | Stack |
|---|---|---|---|
 |
groundtruth — ERA5 Station Validation | Validates ERA5 reanalysis against real weather station observations across 5 climate zones | climval · xarray · openmeteo-requests · meteostat |
|
cmip6-taylor — CMIP6 Multi-Model Intercomparison | 5 CMIP6 models vs ERA5 over Europe with Taylor diagram and metric scorecard | climval · xarray |
|
sentinel3-lst — Sentinel-3 SLSTR LST Validation | Validates Sentinel-3 Land Surface Temperature against ERA5-Land using EOPF Zarr | climval · xarray · zarr |
|
climval-arraylake — Arraylake Integration | climval validation on Arraylake-stored climate data with version tagging | climval · xarray · arraylake |
|
neuralgcm-eval — NeuralGCM Forecast Validation | Validates NeuralGCM deterministic forecasts against ERA5 across WeatherBench2 headline variables | climval · xarray · zarr · gcsfs |
Every notebook runs in Binder — click the badge, wait for the environment, run all cells.
To run locally:
git clone https://github.com/northflowlabs/northflow-notebooks.git
cd northflow-notebooks
pip install -r requirements.txt
jupyter labclimval is an open-source Python library for composable climate model validation. pip install climval
Apache 2.0 — see LICENSE for details.
Northflow Technologies · Stavanger, Norway