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Illustrative: potential-flow streamlines around a body with tracer bands moving at the local speed and a wake that sways downstream

Risk Academy, led by the Nexus Consortium · Health and Society · Department of Environmental and One Health

Air, water and soil pollution, exposure pathways, dose and controls

Pollution and environmental health

Pollution and environmental health covers air, water and soil pollution, chemicals and hazardous waste, and the pathways from a source to human and ecosystem exposure.

01Scope

What the discipline covers

The subtopics its courses and labs teach.

Courses
In preparation
Levels
L1 Introductory
Labs
Map lab
  • Air quality and air pollution
  • Water and soil contamination
  • Chemicals and hazardous waste
  • Exposure pathways and dose
  • Environmental health surveillance
  • Plastics and marine pollution
  • Sand and dust storms
  • Circular economy and waste

Courses in development extend the scope to one further subject: Chemical exposure and risk assessment.

02Maps

Build a twin of any place

Search any place or open the world; the layers and generators follow pollution and environmental health on the planet map, the globe and in 3D.

Delhi and its National Capital Territory core: a flat plan of the faculty twin. Terrain 191 to 315 m; 950 hospitals; 26,073,018 people in the box, 2020; Population density, GPW v4.11 (2020): read live when the 3D twin opens; Air quality, Copernicus CAMS via Open-Meteo (hourly, 5 days): read live when the 3D twin opens; Nitrogen dioxide column, TROPOMI (Sentinel-5P): read live when the 3D twin opens; Surface air temperature, AIRS (daily, day): read live when the 3D twin opens; Urban heat island, summer daytime 2013: read live when the 3D twin opens; Built-up and settlement extent, HBASE 2010: read live when the 3D twin opens. Contours every 50 metres from the elevation grid; people per cell, worldpop 2020 as four classes per cell (edges 4,474, 14,627, 25,652); hospitals as marks.
Delhi and its National Capital Territory core, India. Flat plan of the same data: relief as contours from the inline grid, the WorldPop count grid as cells, the mapped hospitals and the numbers below. The 3D twin opens on devices that can draw it, once its data and code have been checked.
  • Terrain 191 to 315 m
  • 950 hospitals
  • 26,073,018 people in the box, 2020
  • Population density, GPW v4.11 (2020): read live when the 3D twin opens
  • Air quality, Copernicus CAMS via Open-Meteo (hourly, 5 days): read live when the 3D twin opens
  • Nitrogen dioxide column, TROPOMI (Sentinel-5P): read live when the 3D twin opens
  • Surface air temperature, AIRS (daily, day): read live when the 3D twin opens
  • Urban heat island, summer daytime 2013: read live when the 3D twin opens
  • Built-up and settlement extent, HBASE 2010: read live when the 3D twin opens
Credits and dates per layer are listed under the stage. Relief in the twin is exaggerated ×1.5 for legibility.

Drag to move, right drag or Shift with a drag to turn and tilt, Ctrl with the wheel to zoom. Keyboard: arrows move, Shift with arrows turn and tilt, + and – zoom, 0 resets, V steps through the views, Escape clears.

Flat plan of the same data: relief as contours from the inline grid, the WorldPop count grid as cells, the mapped hospitals and the numbers below. The 3D twin opens on devices that can draw it, once its data and code have been checked.

The boundaries, names and designations shown do not imply any judgement on the legal status of any territory, or any endorsement or acceptance of such boundaries. Countries: Natural Earth (public domain).

03Live map

Environmental exposure in India

Haze, nitrogen dioxide, dust, surface heat by day and night, and where people live, over India.

The interactive map needs JavaScript; the layer list and sources are below.

Layers 2

Environmental exposure

Latest available

NASA GIBS / EOSDIS · ASTER GDEM (METI, NASA) · Blue Marble (NASA) · © OpenStreetMap contributors (ODbL) · Natural Earth

Loading the latest NASA imagery.

Drag to move. Ctrl or ⌘ and scroll, pinch or the buttons to zoom; hover for the values under the pointer; reset returns to the region.

Environmental exposure, framed on India.Satellite and model products as NASA publishes them, each with its own date. They are indicators, not assessments of any place.

Data: NASA GIBS · ASTER GDEM · Blue Marble · © OpenStreetMap contributors · Natural Earth · NASA EONETSources and licences

  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • MODIS and VIIRS atmosphere products, NASA LANCE and LAADS DAAC; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • VIIRS near-real-time products (flood, land surface temperature, snow cover, corrected reflectance), NASA LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • OMI nitrogen dioxide (Aura) and OMPS aerosol index (Suomi NPP), NASA; distributed by the NASA GES DISC; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • MERRA-2 reanalysis, NASA Global Modeling and Assimilation Office; distributed by the NASA GES DISC; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Center for International Earth Science Information Network (CIESIN), Columbia University. 2018. Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11. NASA Socioeconomic Data and Applications Center (SEDAC). Licensed under CC BY 4.0. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). doi:10.7927/H49C6VHW. CC BY 4.0
  • NASA Fire Information for Resource Management System (FIRMS), VIIRS 375 m active fire product, NASA LANCE; vector tiles via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • ASTER GDEM is a product of METI and NASA (ASTER Global Digital Elevation Model V003, NASA LP DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). Cite as: NASA/METI/AIST/Japan Spacesystems and U.S./Japan ASTER Science Team (2019). ASTER Global Digital Elevation Model V003. doi:10.5067/ASTER/ASTGTM.003. NASA open data
  • Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com. Public domain
  • © OpenStreetMap contributors (ODbL), via NASA GIBS (coastlines, boundaries, roads and place names). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). ODbL
  • Blue Marble, NASA Earth Observatory; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Context on the globe and flat map: coastlines, boundaries, roads and place names from NASA GIBS reference layers (OpenStreetMap data, ODbL, © OpenStreetMap contributors); Blue Marble imagery as an optional base; 3D terrain and the elevation read-out from the ASTER GDEM elevation colour index (5 m to 200 m classes, exaggerated for legibility). Boundaries are drawn as published and imply no position on any territory.
  • Globe: MapLibre GL JS 6.9.1, BSD-3-Clause, © MapLibre contributors.
  • Live events: NASA Earth Observatory Natural Event Tracker (EONET); events are indicative and keep their original source links.
  • NASA GIBS: We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS).
  • Air quality forecast, 5 days, PM2.5 (CAMS via Open-Meteo): Contains modified Copernicus Atmosphere Monitoring Service information 2026.
  • Past year, daily temperature (ERA5 via Open-Meteo): Contains modified Copernicus Climate Change Service information 2026.
  • Weather data by Open-Meteo.com (https://open-meteo.com/), licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).
  • Optional layers (12 sources in the layer list: live, forecast, observed and context) print their provider credit on the map and here when switched on; forecasts are model output and derived indices are estimates.

Layers and dates

  • Aerosol optical depth, daily: VIIRS NOAA-20 Deep Blue AOD, NASA LANCE · 13 Oct 2026
  • Land surface temperature, day, 8-day composite: VIIRS NOAA-20 Level 3, 8-day, NASA LANCE · 14 Sep 2026
  • Nitrogen dioxide, lower atmosphere column: OMI Aura, NASA GES DISC · 10 Oct 2026
  • Surface dust PM2.5, monthly mean: MERRA-2, NASA GMAO / GES DISC · July 2026
  • Land surface temperature, night, 8-day composite: VIIRS NOAA-20 Level 3, 8-day, NASA LANCE · 14 Sep 2026
  • Population density, 2020: Population: CIESIN, Columbia University, Gridded Population of the World v4.11 (2018), NASA SEDAC, CC BY 4.0 · static
  • Active fires and thermal anomalies: VIIRS NOAA-20 375 m (FIRMS), NASA LANCE FIRMS · 13 Oct 2026
  • Flood water, 3-day composite: VIIRS Global Flood Product, NASA LANCE · 14 Oct 2026

04The subject

The subject, methods and measures and debates and bodies

The field and its scope

For environmental health officers, regulators and risk analysts who must trace a contaminant from its source to the people exposed and estimate the harm with stated uncertainty.

05The method

From a concentration to a death count: fine particles, relative risk and the attributable fraction

An annual mean concentration of fine particulate matter, an exposure-response slope per ten micrograms per cubic metre and a baseline death rate are enough to compute the share of deaths attributable to the air and the deaths per 100,000 a limit value would avoid; that computation is the method behind every burden estimate.

Sources: World Health Organization, WHO global air quality guidelines (2021); Dockery and others, An association between air pollution and mortality in six US cities (1993); Landrigan and others, The Lancet Commission on pollution and health (2018); Brunekreef and Holgate, Air pollution and health (2002).

06At a glance

At a glance, with 5 related topics

Pollution and environmental health at a glance

risksacademy.comhealth-societydiscipline

Pollution and environmental health: 0 primary courses open, 2 in preparation and 1 also taught here, across 8 subtopics. Courses: RAF-120 L1 in preparation, RAT-235 L2 in preparation, RAN-331 L2 also taught here.L1L2L3L4Also
Pollution and environmental health at a glance
  • Open, 0
  • In preparation, 2
  • Also taught here, 1
  • Subtopics, 8
Course codes from the curriculum; study levels L1 to L4.
Twin builderBuild a twin of any placeWorked example: Delhi and its National Capital Territory core · 5 generators · 11 layers · 3 instruments
07Labs

How the subject is practised in labs

LabWhat you do in itCourses using it
Map labRead hazard, exposure and boundaries on real maps2
08Console

How Pollution and environmental health is taught, as a process you can run

Press Play to run this process from this page's own data.

09Practice

Practice, learning and connections

How technology helps and what risk it brings

10Take part

Take part in Health and Society

Start from who you are.

11References

Core references and where to begin

Start with World Health Organization, then Landrigan, then Dockery.

12Questions

Questions, answers and key terms

Is study here free?
Yes. Every course and learning material of Risk Academy, led by the Nexus Consortium, is free to study, self-paced or with a cohort. Ordinary participation has no fee; paid work, internships and fellowships are separate arrangements.
What does completing a course give me?
A completion record: the course, its version, the date and what was assessed, private by default and shared by you. It stacks into discipline, department and programme achievements. A record states what was studied and assessed and does not certify competence; it is not a licence, a professional title or an employment status.
Where do the data and the places come from?
Every faculty teaches on a twin of a real place built from open data; each layer carries its provider, licence and date, and every result on the Academy states its source. Maps and figures are indicators for teaching, never an assessment of a place.
How do I take part beyond the courses in pollution and environmental health?
Form a competence cell of three to seven people, study a shared pathway, take a supervised assignment in the National Working Groups, or bring a cohort from your institution. For organisations.

Key terms

Term

Air quality index

A scale that converts pollutant concentrations into categories with health advice.

Term

Exposure pathway

The route by which a pollutant moves from its source to a person or ecosystem.

Term

Dose-response relationship

How the size of an effect changes with the amount of exposure to a substance.

Term

Persistent organic pollutant

A toxic chemical that resists degradation, accumulates in organisms and travels long distances.

ReportsContribute

Contribute evidence from this page.

Reports is the Consortium's quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.

Risk Academy
Pollution and environmental health

Prepare with a related course

Open courses in connected disciplines teach the methods this discipline will build on.