From 1f658fbe49420364ac667bcaa988cad7d7a4ccca Mon Sep 17 00:00:00 2001 From: RAJVEER42 Date: Sun, 5 Jul 2026 00:31:17 +0530 Subject: [PATCH] Add vector data analysis tutorial New beginner/intermediate tutorial covering the core vector toolkit: - exploring features and attributes (v.info, v.db.select) - selecting by attribute (v.extract) and by location (v.select) - buffering (v.buffer) and overlaying (v.overlay) layers - counting features per area (v.vect.stats) for a thematic map Worked example uses the North Carolina schools, roads, and ZIP codes, and the grass.tools API (GRASS 8.5). Categories: vector, beginner, intermediate, Python. --- .../vector_analysis/images/buffer.webp | Bin 0 -> 47192 bytes .../vector_analysis/images/choropleth.webp | Bin 0 -> 46740 bytes .../vector_analysis/images/elementary.webp | Bin 0 -> 40114 bytes .../vector_analysis/images/near_roads.webp | Bin 0 -> 41104 bytes .../vector_analysis/images/overlay.webp | Bin 0 -> 51502 bytes .../vector_analysis/images/overview.webp | Bin 0 -> 41592 bytes .../vector_analysis/images/thumbnail.webp | Bin 0 -> 46740 bytes .../vector_analysis/vector_analysis.qmd | 279 ++++++++++++++++++ 8 files changed, 279 insertions(+) create mode 100644 content/tutorials/vector_analysis/images/buffer.webp create mode 100644 content/tutorials/vector_analysis/images/choropleth.webp create mode 100644 content/tutorials/vector_analysis/images/elementary.webp create mode 100644 content/tutorials/vector_analysis/images/near_roads.webp create mode 100644 content/tutorials/vector_analysis/images/overlay.webp create mode 100644 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+lightbox: true +image: images/thumbnail.webp +categories: [vector, beginner, intermediate, Python] +description: > + Learn the core vector operations in GRASS: exploring attributes, selecting by + attribute and by location, buffering, overlay, and counting features per area. +format: + ipynb: default + html: + toc: true + code-tools: true + code-copy: true + code-fold: false +engine: jupyter +execute: + eval: false +jupyter: python3 +--- + +# Introduction + +Vector data represents geographic features as **points**, **lines**, and **areas**, +each linked to a table of **attributes**. GRASS has a large family of `v.*` tools for +working with them. This tutorial introduces the operations you will reach for most +often, using a single worked example: analyzing how schools in Wake County, North +Carolina relate to major roads and administrative areas. + +Along the way we will: + +- explore a vector map and its attribute table, +- **select by attribute** with [v.extract](https://grass.osgeo.org/grass-stable/manuals/v.extract.html), +- **buffer** features with [v.buffer](https://grass.osgeo.org/grass-stable/manuals/v.buffer.html), +- **select by location** with [v.select](https://grass.osgeo.org/grass-stable/manuals/v.select.html), +- combine layers with [v.overlay](https://grass.osgeo.org/grass-stable/manuals/v.overlay.html), and +- count features per area with [v.vect.stats](https://grass.osgeo.org/grass-stable/manuals/v.vect.stats.html). + +![Number of schools per ZIP code area in Wake County, from few (light) to many (dark).](images/thumbnail.webp) + +::: {.callout-note title="Demo dataset"} +This tutorial uses the standard GRASS +[North Carolina sample dataset](https://grass.osgeo.org/sampledata/north_carolina/nc_spm_08_grass7.zip) +(`nc_spm_08_grass7`), which includes `schools_wake` (points), `roadsmajor` (lines), +and `zipcodes_wake` (areas). +::: + +::: {.callout-note title="How to run this tutorial"} +The code uses the GRASS Python API in a Jupyter notebook. If you are new to running +GRASS from Python, see the +[Get started](https://grass-tutorials.osgeo.org/content/tutorials/get_started/fast_track.html) +tutorials. Every step also works from the GRASS GUI or command line — just use the +tool name (for example `v.buffer`) with the same parameters. +::: + +::: {.callout-note title="GRASS version"} +The examples use the [grass.tools API](https://grass.osgeo.org/grass-stable/manuals/python_intro.html) +(the `Tools` class), introduced in GRASS 8.5. On earlier versions you can run the +same tools with `gs.run_command("v.buffer", ...)`. +::: + +# Setup and exploration + +Start a GRASS session and set the +[computational region](https://grass.osgeo.org/grass-stable/manuals/g.region.html) to +the extent of the ZIP code areas, which cover the whole county. For vector-only work +the region mainly controls what the maps display. + +```{python} +import sys +import subprocess + +sys.path.append( + subprocess.check_output(["grass", "--config", "python_path"], text=True).strip() +) + +import grass.script as gs +import grass.jupyter as gj +from grass.tools import Tools + +session = gj.init("~/grassdata", "nc_spm_08_grass7", "PERMANENT") +tools = Tools() + +tools.g_region(vector="zipcodes_wake") +``` + +Before analyzing a layer, it helps to know what it contains. +[v.info](https://grass.osgeo.org/grass-stable/manuals/v.info.html) reports the feature +types and counts, and its `-c` flag lists the attribute columns. + +```{python} +# Feature summary (points, lines, areas ...) +print(tools.v_info(map="schools_wake", flags="t").stdout) + +# Attribute columns +print(tools.v_info(map="schools_wake", flags="c").stdout) +``` + +`schools_wake` has 167 point features. To peek at a few attribute values, use +[v.db.select](https://grass.osgeo.org/grass-stable/manuals/v.db.select.html): + +```{python} +print(tools.v_db_select(map="schools_wake", columns="NAMESHORT,GLEVEL", + where="GLEVEL='H'").stdout) +``` + +Let's start with an overview map: the ZIP code areas, the major roads, and every +school. In [grass.jupyter](https://grass.osgeo.org/grass-stable/manuals/libpython/grass.jupyter.html), +a `Map` object collects display layers and renders them together. + +```{python} +overview = gj.Map(width=800) +overview.d_vect(map="zipcodes_wake", type="area", + fill_color="235:235:235", color="180:180:180") +overview.d_vect(map="roadsmajor", color="90:90:90", width=1) +overview.d_vect(map="schools_wake", icon="basic/circle", size=7, + fill_color="200:30:30", color="white") +overview.d_barscale(flags="n", at=(4, 6)) +overview.show() +``` + +![Wake County: ZIP code areas (gray), major roads, and all 167 schools (red).](images/overview.webp) + +# Selecting by attribute + +The `GLEVEL` column records each school's grade level (`E` for elementary, `M` for +middle, `H` for high, and so on). To keep just the **95 elementary schools**, use +[v.extract](https://grass.osgeo.org/grass-stable/manuals/v.extract.html) with a SQL +`where` clause. + +```{python} +tools.v_extract(input="schools_wake", output="elementary", where="GLEVEL='E'") +print(tools.v_info(map="elementary", flags="t").stdout) # points=95 +``` + +```{python} +attr_map = gj.Map(width=800) +attr_map.d_vect(map="zipcodes_wake", type="area", + fill_color="235:235:235", color="180:180:180") +attr_map.d_vect(map="roadsmajor", color="90:90:90", width=1) +attr_map.d_vect(map="schools_wake", icon="basic/circle", size=6, + fill_color="180:180:180", color="none") +attr_map.d_vect(map="elementary", icon="basic/circle", size=8, + fill_color="30:120:200", color="white") +attr_map.d_barscale(flags="n", at=(4, 6)) +attr_map.show() +``` + +![Elementary schools (blue) selected from all schools (gray) by attribute.](images/elementary.webp) + +# Buffering + +A **buffer** is a zone of a given distance around features. Here we buffer the major +roads by 500 m with [v.buffer](https://grass.osgeo.org/grass-stable/manuals/v.buffer.html) +to represent an "along a major road" corridor. The result is an area map. + +```{python} +tools.v_buffer(input="roadsmajor", output="road_buffer", distance=500) +``` + +```{python} +buffer_map = gj.Map(width=800) +buffer_map.d_vect(map="zipcodes_wake", type="area", + fill_color="235:235:235", color="180:180:180") +buffer_map.d_vect(map="road_buffer", type="area", fill_color="255:200:120", color="none") +buffer_map.d_vect(map="roadsmajor", color="120:70:20", width=1) +buffer_map.d_barscale(flags="n", at=(4, 6)) +buffer_map.show() +``` + +![A 500 m buffer (orange) around the major roads.](images/buffer.webp) + +# Selecting by location + +Now we combine two layers spatially: +[v.select](https://grass.osgeo.org/grass-stable/manuals/v.select.html) keeps features +of one map based on their spatial relationship to another. With `operator=overlap`, +we keep the elementary schools that fall inside the road buffer. + +```{python} +tools.v_select(ainput="elementary", binput="road_buffer", + output="schools_near", operator="overlap") +print(tools.v_info(map="schools_near", flags="t").stdout) # points=15 +``` + +Only **15 of the 95 elementary schools** lie within 500 m of a major road — a +reminder that major roads here are highways, while most schools sit on local streets. + +```{python} +near_map = gj.Map(width=800) +near_map.d_vect(map="zipcodes_wake", type="area", + fill_color="235:235:235", color="180:180:180") +near_map.d_vect(map="road_buffer", type="area", fill_color="255:230:200", color="none") +near_map.d_vect(map="roadsmajor", color="150:110:60", width=1) +near_map.d_vect(map="elementary", icon="basic/circle", size=7, + fill_color="150:150:150", color="none") +near_map.d_vect(map="schools_near", icon="basic/circle", size=9, + fill_color="20:150:60", color="white") +near_map.d_barscale(flags="n", at=(4, 6)) +near_map.show() +``` + +![Elementary schools within 500 m of a major road (green) versus the rest (gray).](images/near_roads.webp) + +# Overlaying layers + +[v.overlay](https://grass.osgeo.org/grass-stable/manuals/v.overlay.html) combines two +area maps with set operations. With `operator=and` we get the **intersection** — the +part of the road corridor that falls within each ZIP code area. The output keeps the +attributes of both inputs, so you could, for example, measure how much of each ZIP +code is within reach of a major road. + +```{python} +tools.v_overlay(ainput="road_buffer", binput="zipcodes_wake", + operator="and", output="buffer_by_zip") +``` + +```{python} +overlay_map = gj.Map(width=800) +overlay_map.d_vect(map="zipcodes_wake", type="area", + fill_color="235:235:235", color="180:180:180") +overlay_map.d_vect(map="buffer_by_zip", type="area", + fill_color="120:180:220", color="80:80:80", width=1) +overlay_map.d_barscale(flags="n", at=(4, 6)) +overlay_map.show() +``` + +![The road buffer intersected with the ZIP code areas; polygons are split at ZIP boundaries.](images/overlay.webp) + +# Counting features per area + +A common summary is "how many points fall in each area?" +[v.vect.stats](https://grass.osgeo.org/grass-stable/manuals/v.vect.stats.html) counts +the points of one map within the areas of another and writes the result to the area +map's attribute table. We first copy the ZIP codes with +[g.copy](https://grass.osgeo.org/grass-stable/manuals/g.copy.html) so the original is +untouched. + +```{python} +tools.g_copy(vector=("zipcodes_wake", "zip_counts")) +tools.v_vect_stats(points="schools_wake", areas="zip_counts", count_column="n_schools") +``` + +Each ZIP code now has an `n_schools` value (ranging from 0 to 17 here). We map it as a +choropleth with +[d.vect.thematic](https://grass.osgeo.org/grass-stable/manuals/d.vect.thematic.html), +using quantile classes so each color holds a similar number of areas. + +```{python} +choropleth = gj.Map(width=800) +choropleth.d_vect_thematic( + map="zip_counts", column="n_schools", algorithm="qua", nclasses=5, + colors="255:245:215,255:200:120,240:140:60,200:70:30,140:20:20", +) +choropleth.d_vect(map="roadsmajor", color="120:120:120", width=1) +choropleth.d_barscale(flags="n", at=(4, 6)) +choropleth.show() +``` + +![Schools per ZIP code area, classified into five quantiles from light (few) to dark (many).](images/choropleth.webp) + +# Summary + +Using the North Carolina schools, roads, and ZIP codes, you have worked through the +core vector toolkit in GRASS: + +- exploring features and attributes with `v.info` and `v.db.select`, +- **selecting by attribute** (`v.extract`) and **by location** (`v.select`), +- **buffering** (`v.buffer`) and **overlaying** (`v.overlay`) layers, and +- **counting** points per area (`v.vect.stats`) for a thematic map. + +These operations combine into most vector workflows. To turn results like the +choropleth into a finished, annotated map, continue with +[Making Thematic Maps](../thematic_maps/thematic_maps.qmd). To bring raster terrain +into the analysis, see +[Visualizing and Modeling Terrain from DEMs in GRASS](../terrain_and_DEMs/GRASS_terrain.qmd).