Training Course on Satellite Imagery Analysis for Geospatial Professionals

Course Outline

Module 1: Fundamentals of Remote Sensing and Satellite Imagery

ü  What is a satellite course in the context of remote sensing?

ü  Principles of electromagnetic radiation and spectral signatures

ü  Overview of different satellite platforms and sensors

ü  Understanding spatial, spectral, temporal, and radiometric resolutions

ü  Practical Session: Identifying different satellite images and their characteristics

Module 2: Satellite Image Processing and Enhancement

ü  Pre-processing techniques: Radiometric and atmospheric correction

ü  Geometric correction and image registration

ü  Image enhancement techniques: Contrast stretching and filtering

ü  Creating and interpreting true-color and false-color composites

ü  Practical Session: Performing pre-processing steps on a raw satellite image

Module 3: Image Classification and Feature Extraction

ü  Understanding supervised and unsupervised classification

ü  Training data selection and signature creation

ü  Accuracy assessment of classification results

ü  Object-based image analysis (OBIA)

ü  Practical Session: Classifying a land cover map using a supervised approach

Module 4: Change Detection and Time-Series Analysis

ü  Methods for change detection: Image differencing and post-classification comparison

ü  Monitoring land use and land cover change over time

ü  Analyzing time-series data for trends and anomalies

ü  Applications in deforestation and urbanization monitoring

ü  Practical Session: Performing a change detection analysis on a multi-temporal dataset

Module 5: Applications in Environmental Monitoring and Management

ü  Mapping and monitoring vegetation health using NDVI and other indices

ü  Water quality assessment and shoreline change analysis

ü  Glacier and ice sheet monitoring

ü  Mapping and assessing natural disasters (floods, wildfires)

ü  Practical Session: Calculating and interpreting vegetation indices for a selected area

Module 6: Applications in Urban Planning and Development

ü  Urban growth mapping and analysis

ü  Infrastructure mapping and monitoring

ü  Land use mapping for city planning

ü  Population estimation using nighttime lights data

ü  Practical Session: Analyzing urban sprawl using time-series satellite imagery

Module 7: Introduction to Radar and Other Non-Optical Imagery

ü  Principles of Synthetic Aperture Radar (SAR)

ü  Interpreting SAR imagery for terrain and surface roughness

ü  Applications of thermal and hyperspectral imagery

ü  LiDAR data and its integration with satellite data

ü  Practical Session: Differentiating features on an optical image versus a SAR image

Module 8: GIS Integration and Data Management

ü  Integrating satellite imagery into a GIS database

ü  Creating geodatabases for geospatial projects

ü  Geospatial data formats and projections

ü  Best practices for managing large imagery datasets

ü  Practical Session: Creating a GIS project with a satellite image and vector data

Module 9: Advanced Techniques and Machine Learning in Analysis

ü  Introduction to machine learning for image classification

ü  Using deep learning for object detection and segmentation

ü  Big data analytics with geospatial data

ü  Cloud-based platforms for large-scale analysis (e.g., Google Earth Engine)

ü  Practical Session: Running a simple machine learning model for object detection in a satellite image

Module 10: Case Studies and Project Implementation

ü  Review of successful satellite imagery analysis course projects

ü  Developing a project plan from problem definition to final report

ü  The importance of data visualization and storytelling

ü  Final project presentations and peer review

ü  Practical Session: Participants work on and present a mini-project on a topic of their choice

About Our Trainers

Our trainers are highly experienced geospatial and remote sensing professionals with backgrounds in both academia and industry. They possess a deep understanding of the practical applications of satellite imagery and are proficient in leading remote sensing software. Their expertise ensures that the training is not only comprehensive but also directly relevant to real-world challenges.

Quality Statement

We are dedicated to providing the highest quality satellite imagery analysis course. Our curriculum is continuously updated to incorporate the latest advancements in technology and methodologies. We maintain a low trainer-to-participant ratio to ensure personalized attention and a rich, interactive learning experience.

Admission Criteria

ü  Participants should be reasonably proficient in English. 

ü  Applicants must live up to Phoenix Center for Policy, Research and Training admission criteria.

Terms and Conditions

1. Discounts: Organizations sponsoring Four Participants will have the 5th attend Free
2. What is catered for by the Course Fees: Fees cater for all requirements for the training – Learning materials, Lunches, Teas, Snacks and Certification. All participants will additionally cater for their travel and accommodation expenses, visa application, insurance, and other personal expenses.
3. Certificate Awarded: Participants are awarded Certificates of Participation at the end of the training.
4. The program content shown here is for guidance purposes only. Our continuous course improvement process may lead to changes in topics and course structure.
5. Approval of Course: Our Programs are NITA Approved. Participating organizations can therefore claim reimbursement on fees paid in accordance with NITA Rules.

Booking for Training

Simply send an email to the Training Officer on training@phoenixtrainingcenter.com and we will send you a registration form. We advise you to book early to avoid missing a seat to this training.

Or call us on +254720272325 / +254737296202

Payment Options

We provide 3 payment options, choose one for your convenience, and kindly make payments at least 5 days before the Training start date to reserve your seat:

1. Groups of 5 People and Above – Cheque Payments to: Phoenix Center for Policy, Research and Training Limited should be paid in advance, 5 days to the training.
2. Invoice: We can send a bill directly to you or your company.
3. Deposit directly into Bank Account (Account details provided upon request)

Cancellation Policy

1. Payment for all courses includes a registration fee, which is non-refundable, and equals 15% of the total sum of the course fee.
2. Participants may cancel attendance 14 days or more prior to the training commencement date.
3. No refunds will be made 14 days or less before the training commencement date. However, participants who are unable to attend may opt to attend a similar training course at a later date or send a substitute participant provided the participation criteria have been met.

Tailor-Made Courses

We understand that every organization has unique challenges and opportunities as well as unique training needs. Phoenix Training Center offers tailor-made courses designed to address specific requirements and challenges faced by your team or organization. Whether you need a customized curriculum, a specific duration, or on-site delivery, we can adapt our expertise to provide a training solution that perfectly aligns with your objectives. We can customize this Course to focus on your industry, specific risk profile, or internal stakeholder dynamics. Contact us to discuss how we can create a bespoke training program that maximizes value and impact for your team. For further inquiries, please contact us on Tel: +254720272325 / +254737296202 or Email training@phoenixtrainingcenter.com

Accommodation and Airport Pick-up

For physical training attendees, we can assist with recommendations for accommodation near the training venue. Airport pick-up services can also be arranged upon request to ensure a smooth arrival. Please inform us of your travel details in advance if you require these services. For reservations contact the Training Officer on Email: training@phoenixtrainingcenter.com or on Tel: +254720272325 / +254737296202