Methods and Tools

Cross-cutting resources for GIS, modelling workflow, quantitative methods, and practical setup.

Cross-Cutting Support

Methods and Tools

This section gathers the practical resources that support the whole project. It is not a separate linear book. It is the shared tool bench for readers moving between the core book, topic libraries, and the laboratory.

GIS resources Workflow support Quantitative methods Shared tool bench

Current Resource Clusters

Setup

Getting Started

Environment setup, reading equations, units, maps, and uncertainty create the calmest entry into the whole project.

Open Getting Started

GIS

Spatial Analysis Toolkit

Spatial predicates, overlays, raster methods, visibility, and watersheds provide the practical GIS backbone used across the series.

Open Spatial Analysis

Observation

Remote Sensing Methods

Observation geometry, sensor logic, and specialist sensing methods support both the core environmental chapters and the remote sensing library.

Open Advanced Remote Sensing

Inference

Machine Learning and Statistical Methods

Regression, dimensionality reduction, Bayesian thinking, and inference-heavy chapters belong here when you need later-stage quantitative support.

Open Machine Learning

Practice

Laboratory Workflow

The laboratory turns methods into investigations, giving the project a place for advanced practice instead of only linear reading.

Open Advanced Investigations

What This Section Should Become

Over time, this section can grow into the place for: