Tutorials

Hands-on walkthroughs against the Bali example bundle.

Each tutorial is a paired Quarto page and Jupyter notebook (under notebooks/). The notebooks open directly in Google Colab via the “Open in Colab” badge at the top of every tutorial.

All tutorials run against the Bali example data and config_bali.yml. None of them require GPU; CPU is fine.

The list

Data Preparation - Step 0 for users adapting the framework to a new region. Defines the AOI (nb00) and downloads IMERG / CPC data for it (nb01). Skip for the Bali example - the data ships with the repo.

Full Pipeline - All 36 dekads, all three correction stages. The canonical entry point for both the Bali example and the full-Indonesia run. For first-time setup (Drive mount, choosing the config), see Get Started > Quickstart.

QA Framework - The Continuous Quality Index, its three components, and the spatial QA maps it produces - with embedded Bali outputs.

Station Validation - Independent validation against the 4 BMKG Bali stations (97230, 97232, 97234, 97236). Per-station scatter, multi-threshold curves, Taylor diagrams - with embedded Bali outputs.

Case Studies - See the framework applied to real data: the executed Bali notebooks (all outputs intact) and the full Indonesia evaluation. Start with Reading the Results to learn the metrics, then explore the Bali and Indonesia cases.

---
title: "Tutorials"
description: "Hands-on walkthroughs against the Bali example bundle."
---

Each tutorial is a paired Quarto page and Jupyter notebook (under [`notebooks/`](https://github.com/bennyistanto/hybrid-bias-correction/tree/main/notebooks)). The notebooks open directly in Google Colab via the "Open in Colab" badge at the top of every tutorial.

All tutorials run against the Bali example data and `config_bali.yml`. None of them require GPU; CPU is fine.

## The list

::: {.feature-card}
**[Data Preparation](data-preparation.qmd)** - Step 0 for users adapting the framework to a new region. Defines the AOI (nb00) and downloads IMERG / CPC data for it (nb01). Skip for the Bali example - the data ships with the repo.
:::

::: {.feature-card}
**[Full Pipeline](full-pipeline.qmd)** - All 36 dekads, all three correction stages. The canonical entry point for both the Bali example and the full-Indonesia run. For first-time setup (Drive mount, choosing the config), see [Get Started > Quickstart](../get-started/quick-start.qmd).
:::

::: {.feature-card}
**[QA Framework](qa-framework.qmd)** - The Continuous Quality Index, its three components, and the spatial QA maps it produces - with embedded Bali outputs.
:::

::: {.feature-card}
**[Station Validation](station-validation.qmd)** - Independent validation against the 4 BMKG Bali stations (97230, 97232, 97234, 97236). Per-station scatter, multi-threshold curves, Taylor diagrams - with embedded Bali outputs.
:::

::: {.feature-card}
**[Case Studies](../case-studies/index.qmd)** - See the framework applied to real data: the executed Bali notebooks (all outputs intact) and the full Indonesia evaluation. Start with [Reading the Results](../case-studies/reading-the-results.qmd) to learn the metrics, then explore the [Bali](../example-bali/index.qmd) and [Indonesia](../case-studies/indonesia.qmd) cases.
:::