Time series tutorials: Add a home page to collect them all (#67)

Author: veroandreo

content/tutorials/time_series/time_series_home.qmd

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+---
+title: "Deep dive into time series analysis with GRASS"
+author: "Veronica Andreo"
+date: 2025-05-27
+date-modified: today
+image: images/tgrass_flowchart.png
+format:
+  html:
+    toc: true
+    code-tools: true
+    code-copy: true
+    code-fold: false
+categories: [time series, raster, intermediate, advanced, Python]
+description: "A collection of tutorials demonstrating how to handle time series data in GRASS, from basic concepts to advanced spatiotemporal analysis."
+engine: jupyter
+execute:
+  eval: false
+---
+
+**GRASS** offers robust tools for working with spatiotemporal data, especially raster time series. This page collects all the tutorials that focus on time series workflows, from creating space-time datasets to performing time-aware analysis and visualizations.
+
+Whether you're just getting started or looking to perform advanced temporal algebra, you'll find a range of examples below.
+
+## 📚 Tutorial Collection
+
+Here are the available tutorials, ordered to guide you from basic to more advanced concepts:
+
+1. **[Introduction to Time Series in GRASS](./time_series_management_and_visualization.qmd)**  
+   Learn the basics of space-time datasets and time series visualization.
+
+2. **[Temporal aggregations](./time_series_aggregations.qmd)**  
+   Group and summarize time series data by week, month, or season.
+
+3. **[Temporal algebra](./time_series_algebra.qmd)**  
+   Use temporal algebra to query and analyze space-time datasets based on time relations.
+
+4. **[Temporal accumulation](./time_series_accumulations.qmd)**  
+   Compute cumulative temperature values over time and find suitable areas for mosquitoes.
+
+5. **[Temporal gap-filling](./time_series_gap_filling.qmd)**  
+   Fill missing values using temporal interpolation and smoothing techniques.
+
+6. **[Temporal query with vector data](./time_series_query_with_vector.qmd_)**  
+   Extract time series values at specific vector locations (e.g., points or polygons).
+
+7. **[Temporal subset, import and export](./time_series_extraction.qmd)**  
+   Subset time series by date, and learn how to import/export space-time datasets effectively.
+