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Process SAR & Multispectral · LearnSpace
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Process SAR & Multispectral

Курс от Coursera
Средний≈ 2.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Process SAR & Multispectral is a short course for learners who want to move beyond viewing satellite imagery and begin producing structured geospatial analysis. Designed for those with basic familiarity with maps and raster imagery, the course introduces practical techniques for interpreting and analyzing satellite data in a disaster-response scenario: estimating flood extent after a major storm. You will first work with Synthetic Aperture Radar (SAR), learning why it is essential when clouds block optical imagery and how speckle filtering can improve interpretability while introducing analytical trade-offs. The course then transitions to multispectral imagery, where you explore change detection across time to identify areas where surface conditions may have shifted after the storm. Finally, you will evaluate whether your results are reliable enough to share by interpreting simple accuracy metrics and identifying limitations in your analysis. Through guided videos, applied exercises, and scenario-based assessments, you will build both technical understanding and analytical judgment—preparing you for more advanced geospatial analysis workflows.

Навыки, которые вы освоите

Image AnalysisData SharingGeospatial MappingProcess ValidationData LiteracyTechnical CommunicationGeographic Information SystemsModel EvaluationSpatial AnalysisCloud ApplicationsAnalytical SkillsImage QualityGeospatial Information and TechnologySpatial Data AnalysisData Analysis

Программа курса

3 модулей · 17 учебных материалов

01Make SAR Usable: Speckle Filtering for Interpretation6 материалов
What You’re Seeing and Why It Looks "Noisy”ВидеоYour Flood Response BriefDIALOGUESpeckle Filtering: What It Improves, What It Can Destroy, and How to ChooseЧтениеFiltering With Intent: Applying a Speckle Filter and Reading the DifferenceВидео

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Process SAR & Multispectral
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Обучение на Coursera

≈ 2.6 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский

Часть программы вашего университета
Hands-on Learning: Apply Speckle Filtering to SAR Flood ImageryЗадание
Would You Trust This SAR View Yet?DIALOGUE
02Detect Flood-Extent Change With Multispectral Stacks5 материалов
Change Detection That Means Something: Comparing Before and AfterВидео Interpreting Multispectral Change: What Counts as Evidence and What Counts as NoiseЧтениеHands-on Learning: Detect Flood-Extent Change After a Storm Using a Multispectral StackЗадание Explain Your Change Map Like a ProfessionalDIALOGUEPractice Quiz: What Does This Change Signal Actually Mean?Задание
03Evaluate Classification Accuracy Before You Share Results6 материалов
Accuracy Isn’t Optional: How to Know If Your Map Is TrustworthyВидеоBeginner Accuracy Evaluation: Confusion Matrix Thinking Without the OverwhelmЧтениеHands-on Learning: Evaluate Classification Results for Flood DetectionЗаданиеWould You Send This to the Response Team?DIALOGUECongratulations and Your Next Step in Geospatial Data ScienceВидеоGraded Assessment: Flood Extent Evidence: Process, Detect, EvaluateЗадание