Skedmia

Satellite Remote Sensing of Atmospheric Composition & Gaseous Air Quality

From the physics of absorption to emission estimates, validated air-quality maps and defensible reports.

12

Lessons

~18h

Study time

20

Exam questions

70%

Pass mark

QR-verifiable Certificate of Training

Self-paced online, start today

About this course

Satellites fill the gap between scattered ground monitors and the regional picture that policy and impact assessment need. TROPOMI covers the whole planet every day at 5.5 × 3.5 km. GEMS, TEMPO and Sentinel-4 now add hourly daytime NO₂, and the ozone record reaches back to TOMS in 1978. The programme is written for environmental engineers, air-quality officers, EIA consultants, GIS and remote-sensing analysts, researchers and regulators. It covers NO₂, SO₂, O₃, CO, HCHO, CH₄, CO₂ and NH₃ from light absorption through to finished maps. It starts with the atmosphere itself: the layers that matter, short- and long-lived gases, WHO 2021 guideline levels, and the difference between a surface concentration and a satellite column. It then works through the physics: the Beer–Lambert law, scattering, the spectral windows for each gas, air-mass factors and averaging kernels. Learners convert units, estimate a surface value from a column, and learn why the air-mass factor dominates the error budget. The instrument and retrieval modules cover LEO and geostationary orbits, push-broom and Fourier-transform spectrometers, calibration and five decades of missions. They then explain retrieval: DOAS, stratospheric correction, cloud handling, optimal estimation, full-physics and proxy greenhouse-gas methods, and the error budget for a single NO₂ pixel. They pay particular attention to bright desert albedo, dust and deep boundary layers over the Gulf. Seven hands-on labs in Python, HARP and Google Earth Engine take learners from opening a Level-2 file to QA filtering, gridding, monthly maps, oversampling, weekly emission fingerprints and hourly TEMPO data. A city NO₂ assessment serves as the lab deliverable. Validation covers Pandora, MAX-DOAS, TCCON and robust statistics. The applications module covers line-density and flux-divergence emission estimates, methane plume sizing, ozone-regime ratios, forecasting, hazards and EIA and policy uses. Eight case studies bring the methods together: COVID-19 NO₂, methane ultra-emitters, the Permian inversion, Hunga Tonga, Australia’s Black Summer, the global SO₂ catalogue, first light from TEMPO and Sentinel-4, and a Gulf-region group exercise. The programme closes with a dataset-selection guide, a ten-point checklist for reviewing a consultant or agency report, future missions, machine learning, a capstone and an appendix of mission data sheets. Assessment is an online 20-question exam at a 70% pass mark, leading to a verifiable SKEDMIA certificate.
Standards referenced
ISO 14001/ ISO 14064-1/
Format
Self-paced online — the lessons open as soon as you enrol
Study time
About 18 hours across 12 lessons
Assessment
Final Exam: 20 questions, 70% pass mark, 60 minutes
Exam attempts
5
Certificate
Skedmia Certificate of Training, valid for 1 year and verifiable at skedmia.com/verify
Access
Lifetime access with a one-time payment

Course content

12 modules · 12 lessons · about 18h · final exam

01Intro: Programme Orientation1 lesson · 15 min
  • Scope, Audience, Outcomes & Roadmap15 min
02Module 1: Atmosphere & Air-Quality Fundamentals1 lesson · 50 min
  • What We Measure, Where It Lives & Why the Units Matter50 min
03Module 2: Radiative Transfer & Spectroscopy1 lesson · 60 min
  • How Light Carries Each Gas’s Spectral Fingerprint to the Sensor60 min
04Module 3: Instruments, Orbits & Sensing Concepts1 lesson · 45 min
  • From TOMS to a Geostationary Constellation45 min
05Module 4: Retrieval Algorithms1 lesson · 60 min
  • Turning Radiance Spectra into Gas Columns You Can Trust60 min
06Module 5: Data Access & Processing Labs1 lesson · 75 min
  • Hands-On: From Download to a Map You Can Publish75 min
07Module 6: Validation & Uncertainty1 lesson · 40 min
  • How We Know the Numbers Are Right40 min
08Module 7: Applications1 lesson · 45 min
  • From Maps to Decisions: Emissions, Chemistry, Hazards & Policy45 min
09Module 8: Case Studies1 lesson · 50 min
  • Real Events, Real Data, Real Lessons and a Gulf Exercise50 min
10Module 9: Technical Review, Future & Assessment1 lesson · 40 min
  • Choosing the Right Data, Checking the Work & Looking Ahead40 min
11Module 10: Appendix: Mission Data Sheets1 lesson · 45 min
  • Specifications, Products & Status of Operational and Planned Sensors45 min
12Complete Course File & Download1 lesson · 525 min
  • Satellite Remote Sensing of Atmospheric Composition: Complete Course (Full File)525 min
Final Exam20 questions · pass mark 70% · 60 min
CertificateOF TRAINING

What you earn

A certificate anyone can verify in seconds

Score 70% or better on the final exam and Skedmia issues your Certificate of Training with a unique certificate number. Every certificate carries a QR code that resolves to our public register, so an employer or auditor can confirm it is genuine without contacting anyone. Certificates state a validity of 1 year from issue and can be renewed.

Verified at skedmia.com/verify

Certified byExemplar Global

Before you enrol

How is the course delivered?

Entirely online and self-paced. Once you enrol, the lessons open immediately in your Skedmia account on any device, and you can stop and resume whenever you like.

How do I earn the certificate?

Complete the lessons, then sit the 20-question final exam. Score 70% or more and your Certificate of Training is issued straight away with a unique certificate number and QR code. The PDF downloads from your account.

What happens if I don't pass?

You have 5 attempts at the exam. Review the lessons between attempts; each one is marked immediately.

How does an employer verify my certificate?

Every certificate carries a QR code and a certificate number. Scanning the code, or entering the number on our verification page, returns the holder’s name, the course and the issue date. No account is needed.

How can I pay?

By card through our secure Stripe checkout, with access opening instantly. Or by bank transfer: we show our account details and an order reference, you send the receipt, and the course opens once the payment is verified.

Can I enrol a team?

Yes. Organisations enrol staff as a cohort, follow progress on a manager dashboard and receive completion reports formatted for an audit file. See corporate training or send an enquiry.

For organisations

Training a whole team on this course?

Enrol staff as a cohort, follow progress from one dashboard and receive completion reports ready for your audit file.