CourseAerospace, UAM, Drones & Space Applications open

Precision agriculture course with drones

Online course of 300 hours in precision agriculture with drones. 6 modules covering agronomic foundations, multispectral remote sensing, prescription maps, spraying drones and data management under Directive 2009/128/EC, Royal Decree 1311/2012 and Regulation (EU) 2019/947, with Pix4Dfields, QGIS, Agisoft Metashape and DJI Terra, with an assigned technical tutor.

Duration3 months
ModeOnline
LanguageEnglish
Start datesSet by the faculty
AwardSEIUM Institute certificate

Precision agriculture course with drones — studying from Singapore

Fees for Singapore: S$780 (Singapore dollar), with instalments and employer sponsorship available.

Questions from Singapore

What does the final project involve?

Each programme concludes with a final project that applies the course material to a practical engineering problem, supported by your technical tutor.

In what currency are fees shown?

Fees on this site are shown in Singapore dollars (SGD). Instalment plans are available, and some learners explore employer sponsorship.

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Learning outcomes

What you will be able to do

01

Relate crop physiology to its spectral response.

02

Calibrate and operate multispectral and thermal sensors.

03

Calculate vegetation indices and interpret their agronomic meaning.

04

Prepare prescription maps for variable-rate application.

05

Understand the legal restrictions on applying plant protection products with drones.

06

Apply computer vision to plant counting and weed detection.

07

Assess the profitability of precision techniques.

Profile

Who it's for

  • Precision agriculture technicians.
  • Agricultural drone pilots.
  • Agronomic remote sensing analysts.
  • Crop advisers.
  • Agricultural data specialists.
  • Managers of technology-driven farms.
  • Engineering or science graduates looking to enter agriculture.
Standards & tools

What you'll work with

  • Directive 2009/128/EC (sustainable use of pesticides)
  • Royal Decree 1311/2012 (Spanish framework for the sustainable use of plant protection products)
  • Implementing Regulation (EU) 2019/947 (rules and procedures for UAS operation)
  • Regulation (EC) No 1107/2009 (placing of plant protection products on the market)
  • Royal Decree 1054/2022 (digital farm logbook)
  • ISO 11783 (ISOBUS communication for agricultural machinery)
  • Regulation (EU) 2021/2115 (CAP strategic plans)
  • Pix4Dfields
  • QGIS
  • Agisoft Metashape
  • DJI Terra
  • Google Earth Engine
Syllabus

6 modules

  1. 1.1Plant physiology and photosynthesis
  2. 1.2Spectral signature of vegetation
  3. 1.3Water, nutritional and phytosanitary stress
  4. 1.4Within-field soil variability
  5. 1.5Crop cycle and phenology
  6. 1.6BBCH scales
  7. 1.7The concept of precision agriculture
  8. 1.8Management by homogeneous zones
  9. 1.9Profitability and sustainability
  10. 1.10Case study: variability diagnosis in a vineyard
  1. 2.1Multispectral cameras: bands and filters
  2. 2.2Radiometric calibration with a reflectance panel
  3. 2.3Solar irradiance sensor
  4. 2.4NDVI, NDRE and GNDVI indices
  5. 2.5Stress indices: PRI and CWSI
  6. 2.6Thermography for water stress
  7. 2.7Hyperspectral imaging
  8. 2.8Comparison with Sentinel-2 imagery
  9. 2.9Validation with field measurements
  10. 2.10Lab: calculating vegetation indices in QGIS
  1. 3.1Zoning by clustering
  2. 3.2Combine harvester yield maps
  3. 3.3Nitrogen fertiliser prescription
  4. 3.4Variable-rate seeding
  5. 3.5ISOBUS and shapefile formats
  6. 3.6Integration with farm machinery
  7. 3.7Targeted soil sampling
  8. 3.8Economic evaluation of variable rate
  9. 3.9Farm management tools
  10. 3.10Practical exercise: preparing a variable-rate fertiliser map
  1. 4.1Types of spraying drones
  2. 4.2Nozzles, flow rate and droplet size
  3. 4.3Drift and weather conditions
  4. 4.4Sustainable use of plant protection products
  5. 4.5Exceptional authorisation for aerial application
  6. 4.6Seeding and release of natural enemies
  7. 4.7Calibration of application equipment
  8. 4.8Safety of the operator and the surroundings
  9. 4.9Treatment records
  10. 4.10Case study: drift assessment in a drone treatment
  1. 5.1Flight planning over plots
  2. 5.2Operational scenarios in rural areas
  3. 5.3Battery management during campaigns
  4. 5.4Cloud platforms for agricultural data
  5. 5.5Digital farm logbook
  6. 5.6Machine learning for weed detection
  7. 5.7Plant counting and yield estimation
  8. 5.8Early pest detection
  9. 5.9Integration with IoT soil sensors
  10. 5.10Workshop: automatic plant counting on an orthomosaic
  1. 6.1Selection of crop and farm
  2. 6.2Initial agronomic diagnosis
  3. 6.3Multispectral flight plan
  4. 6.4Processing and index calculation
  5. 6.5Plot zoning
  6. 6.6Prescription map
  7. 6.7Economic and environmental evaluation
  8. 6.8Season monitoring plan
  9. 6.9Report and presentation
  10. 6.10Final project: final review with the tutor
Methodology, software & labs

How you'll learn

Training is 100% online on the SEIUM campus, with downloadable material, recorded classes and an assigned technical tutor. There are no fixed timetables: you progress at your own pace within each intake, so it fits around your job.

Each module combines theory, guided reading of the original regulations and applied exercises. The working software is Pix4Dfields, QGIS, Agisoft Metashape, DJI Terra and Google Earth Engine, in free, academic or evaluation versions. Practical work is based on real procedures for multispectral crop monitoring flights, preparation of prescription maps and drift tests in aerial application. Assessment is continuous by module, plus the final capstone project.

Standards covered: Directive 2009/128/EC on the sustainable use of pesticides, Royal Decree 1311/2012, Implementing Regulation (EU) 2019/947, Regulation (EC) No 1107/2009, Royal Decree 1054/2022 (digital farm logbook), ISO 11783 (ISOBUS), Regulation (EU) 2021/2115.

Assigned technical tutor:every module ends with a deliverable that your tutor marks individually.
Standards-based learning:guided reading of Directive 2009/128/EC, Royal Decree 1311/2012 and Regulation (EU) 2019/947 applied to real cases, not as a theoretical annex.
Industry software:Pix4Dfields, QGIS, Agisoft Metashape, DJI Terra and Google Earth Engine, in free, academic or evaluation versions.
Final project:a precision agriculture plan for a real farm, from the agronomic diagnosis and multispectral flights to zoning, a prescription map and its economic and environmental evaluation, reviewed by your tutor.
Flexible format:100% online, no fixed timetables, compatible with full-time work.
Capstone project

Build it end to end

Your final project follows the real engineering workflow, step by step, reviewed by your tutor.

Crop and diagnosis
Select the crop and farm and carry out the initial agronomic diagnosis.
Multispectral flights
Plan the multispectral flights, process the imagery and calculate indices.
Zoning and prescription
Zone the plot and produce the prescription map.
Evaluation and monitoring
Evaluate economic and environmental impact and plan season monitoring.
Final project
Present the complete precision agriculture plan, reviewed by your tutor.
Career opportunities

Where this takes you

Precision agriculture technicianAgricultural drone pilotAgronomic remote sensing analystCrop adviserAgricultural data specialistTechnology-driven farm manager
Admissions & scholarships

Requirements

  • No prior qualification is required.
  • An internet connection and a computer capable of running the programme software.
  • English sufficient to read technical standards.

Ready to start?

Send your application today. Our admissions team replies within 72 hours with your study plan and funding options.

FAQ

Frequently asked questions

The programme totals 300 hours over 3 months. You set your own pace within each intake, and your tutor helps you plan the workload around your job.

You work with Pix4Dfields, QGIS, Agisoft Metashape, DJI Terra and Google Earth Engine, using free, academic or evaluation versions. Your tutor indicates the free alternative wherever one exists.

A SEIUM Institute certificate, awarded on passing the continuous assessment and the final project. It is SEIUM's own qualification, not an official state degree; its recognition depends on the programme completed and the regulations of each country.

Yes. Modules passed are recognised in a higher programme in the same area (postgraduate diploma or master's). Ask about the recognition policy when you enrol.

No prior qualification is required: you need an internet connection, a computer able to run the programme software and English sufficient to read technical standards.

Start dates are set by SEIUM's faculty for each intake. Our admissions team will confirm the next available date when you apply.

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