Remote Sensing using ArcGIS Pro - AulaGEO from Udemy

This is a coourse of applications of Remote Sensing using ESRI Products. Includes:

#AulaGEO

1) Introduction

i. Course overview

2) Introduction to ArcGIS Online

i. Basics of ArcGIS Online

ii. ArcGIS Online Sign in and map viewer

iii. ArcGIS Online map layout and tools

iv. Preparing a map in ArcGIS Online

v. Introduction to ArcGIS Living Atlas

3) Introduction to ESRI Story Map

i. Basics of ArcGIS Story Map

ii. Overview of an example story map

iii. StoryMap layout (Part-A)

iv. Storymap layout (Part-B)

v. Final example of Story map

4) Land use science

i. Basics of Land use land cover (LULC) analysis

ii. Downloading satellite data from USGS

iii. Importing data and applying preprocessing inside ArcGIS Pro (Part-A)

iv. Importing data and applying preprocessing inside ArcGIS Pro (Part-B)

v. Performing land use classification (Part-A)

vi. Performing land use classification (Part-B)

vii. Visualizing and preparing final maps for LULC in ArcGIS Pro

5) Time series analysis for Urban Sprawl Analysis

i. Background of Time Series, Urban Sprawl and Change Detection

ii. Preparing LULC maps for time series analysis

iii. Estimating area for each LULC class for each year

iv. Change detection in ArcGIS Pro

v. Publishing findings for study area using ESRI Story maps

6) Urban Heat Island (UHI) Effect

i. Basic concepts of UHI

ii. Evaluating LST from Landsat satellite in ArcGIS Pro (Part-A)

iii. Evaluating LST from Landsat satellite in ArcGIS Pro (Part-B)

iv. Evaluating UHI trends from LST

v. Evaluating UHI (Normalized) and UTFVI from LST

What's inside

Learning objectives

Arcgis pro
Remote sensing

Image analyisis
Storymaps applied to remote sensing

Arcgis pro
Remote sensing
Image analyisis
Storymaps applied to remote sensing

Syllabus

Introduction

Course overview

Introduction to ArcGIS Online

Basics of ArcGIS Online

Traffic lights

Read about what's good

what should give you pause

and possible dealbreakers

Uses ArcGIS Pro, which is a leading software in the geospatial industry for remote sensing and image analysis

Covers land use and land cover (LULC) analysis, a fundamental aspect of remote sensing and environmental monitoring

Explores time series analysis for urban sprawl, which is a valuable technique for understanding urban development patterns

Examines the urban heat island (UHI) effect, which is an increasingly important topic in urban planning and climate studies

Teaches how to create ESRI Story Maps, which are effective tools for communicating geospatial information to a wider audience

Requires downloading satellite data from USGS, so learners should ensure they have sufficient storage and bandwidth

Reviews summary

Practical remote sensing with arcgis pro

According to students, this course provides a positive experience for learning practical remote sensing applications using ArcGIS Pro. Learners appreciated the focus on real-world techniques like Land Use/Land Cover analysis and evaluating the Urban Heat Island effect. The course structure, featuring clear step-by-step demonstrations within ArcGIS Pro, is frequently highlighted as a major strength. While many found the content valuable for applying skills immediately, some reviewers noted that a basic familiarity with ArcGIS Pro is beneficial before starting, suggesting it might be slightly challenging for complete beginners to the software.

Instructor shows steps clearly in ArcGIS Pro.

"The instructor's step-by-step demonstrations within ArcGIS Pro are very easy to follow."

"Visual demonstrations of the workflows really helped solidify my understanding."

"I found the way the instructor explained and showed the process in the software very clear and effective."

Includes LULC, UHI, and StoryMaps.

"I particularly liked the detailed coverage of Land Use/Land Cover classification."

"Learning how to evaluate the Urban Heat Island effect was a key takeaway for me."

"The sections on using ESRI StoryMaps to present findings were a great addition to the core remote sensing topics."

Learn techniques directly applicable to work.

"Learned skills I can apply immediately to my work in environmental analysis."

"The hands-on examples using actual satellite data were very helpful for practical application."

"This course gave me the practical techniques I needed to perform spatial analysis tasks effectively."

Better suited for those with some prior software use.

"While the course is good, I think having some prior experience with ArcGIS Pro would be very beneficial."

"Beginners to ArcGIS Pro might find the initial pace challenging."

"It helps if you are already familiar with the basic interface and functions of the software before taking this course."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Remote Sensing using ArcGIS Pro - AulaGEO with these activities:

Review Remote Sensing Fundamentals

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Solidify your understanding of remote sensing principles to better grasp the applications covered in the course.

Browse courses on Electromagnetic Spectrum

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Review textbooks or online resources on remote sensing fundamentals.
Practice identifying different features in sample satellite images.
Familiarize yourself with the electromagnetic spectrum and its relevance to remote sensing.

GIS Tutorial 1: Basic Workbook

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Strengthen your foundational GIS skills to better utilize ArcGIS Pro for remote sensing applications.

View GIS Tutorial for ArcGIS Pro 2.6 (GIS Tutorials) on Amazon

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Work through the tutorials on data management and map creation.
Practice performing basic GIS operations, such as buffering and overlay analysis.
Familiarize yourself with the ArcGIS Pro interface and tools.

Remote Sensing and Image Interpretation

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Deepen your understanding of remote sensing principles and image interpretation techniques.

View Remote Sensing and Image Interpretation,... on Amazon

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Read chapters related to image classification and change detection.
Review the sections on different types of remote sensing sensors and platforms.
Practice interpreting different types of satellite imagery.

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Follow ArcGIS Pro Tutorials

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Enhance your ArcGIS Pro skills by working through tutorials focused on image analysis and remote sensing workflows.

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Search for tutorials on the ESRI website or YouTube.
Focus on tutorials covering image classification, change detection, and spatial analysis.
Practice applying the techniques learned in the tutorials to your own datasets.

Document a Remote Sensing Workflow

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Create a detailed document outlining a specific remote sensing workflow using ArcGIS Pro, reinforcing your understanding of the steps involved.

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Choose a specific remote sensing task, such as urban sprawl analysis or UHI assessment.
Document each step of the workflow, including data acquisition, preprocessing, analysis, and visualization.
Include screenshots and detailed explanations of each step.
Share your documentation with other students or colleagues.

Create a Land Use/Land Cover Map

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Apply the concepts learned in the course to create a land use/land cover map for a region of your choice.

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Download satellite imagery for your chosen region from USGS or other sources.
Preprocess the imagery in ArcGIS Pro.
Perform land use classification using supervised or unsupervised methods.
Create a final map visualizing the land use/land cover distribution.

Develop an Interactive Story Map

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Create an interactive Story Map showcasing the results of a remote sensing analysis project, demonstrating your ability to communicate findings effectively.

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Choose a remote sensing project, such as urban heat island analysis or deforestation monitoring.
Gather relevant data and create maps in ArcGIS Pro.
Design an engaging Story Map layout using text, images, and interactive maps.
Publish your Story Map and share it with others.

Career center

Learners who complete Remote Sensing using ArcGIS Pro - AulaGEO will develop knowledge and skills that may be useful to these careers:

Remote Sensing Analyst

As a Remote Sensing Analyst, you will analyze geospatial data acquired from various remote sensing platforms, such as satellites and aircraft. The role involves processing and interpreting imagery to extract meaningful information about the Earth's surface. This course introduces you to remote sensing applications using ESRI products, which are essential tools for a Remote Sensing Analyst. You will learn to use ArcGIS Pro for image analysis, preprocessing satellite data, and performing land use classification, all directly applicable to the tasks you'll encounter in this career. Furthermore, the course's emphasis on visualizing and preparing final maps helps build a foundation for communicating your findings effectively.

See salaries and explore the career path for Remote Sensing Analyst

Geospatial Analyst

A Geospatial Analyst uses geographic information systems to analyze spatial data and create maps or visualizations. The daily work of a Geospatial Analyst often involves using remote sensing data to solve problems or provide insights. This course on remote sensing with ArcGIS Pro offers practical experience directly applicable to the needs of a Geospatial Analyst. Through the course, you will learn to process satellite data, conduct land use analysis, and perform change detection, all crucial skills for analyzing geospatial phenomena. The course's focus on ESRI Story Maps also helps you communicate findings to a wider audience effectively, an ability that distinguishes a Geospatial Analyst.

See salaries and explore the career path for Geospatial Analyst

Urban Planner

The work of an Urban Planner includes developing plans and programs for land use, transportation, and community facilities. Remote sensing and GIS are valuable tools for understanding urban environments and planning for sustainable development. This course provides a strong foundation in using ArcGIS Pro for analyzing urban sprawl, understanding urban heat island effects, and conducting time series analysis of land use changes. As an Urban Planner, skills gained in this remote sensing course, like analyzing land cover and utilizing ESRI Story Maps to present findings, may substantially improve your ability to create informed and effective urban development plans.

See salaries and explore the career path for Urban Planner

Remote Sensing Technician

Remote sensing technicians help scientists and engineers process imagery and data from satellites and drones. They may also create maps and reports based on their findings. The course on remote sensing with ArcGIS Pro offers practical experience directly applicable to the needs of a remote sensing technician. Through the course, you will learn to process satellite data, conduct land use analysis, and perform change detection.

See salaries and explore the career path for Remote Sensing Technician

GIS Specialist

A GIS Specialist is responsible for managing, analyzing, and visualizing geographic data using Geographic Information Systems software. Much of the daily work of a GIS Specialist involves using remote sensing data. This course's hands-on training in ArcGIS Pro, a leading GIS software, provides a powerful foundation for a GIS Specialist. The course covers essential skills like image processing, land use analysis, and change detection, which are frequently used when producing maps, conducting spatial analysis, and supporting decision-making processes. The course's focus on ESRI Story Maps will also help you effectively share geographic information with diverse audiences as a GIS Specialist.

See salaries and explore the career path for GIS Specialist

Geographer

Geographers study the Earth's surface, its physical features, and the distribution of human activities. Remote sensing is a core tool for geographic research and analysis. This course provides you with hands-on experience using ArcGIS Pro to process satellite data, conduct land use analysis, and perform change detection, all essential skills for a geographer. The course's emphasis on ESRI Story Maps also helps you communicate geographic information to a wider audience.

See salaries and explore the career path for Geographer

Environmental Scientist

Environmental Scientists work to protect the environment and human health by identifying and solving environmental problems. This often involves analyzing data related to land use, water resources, and climate change. This course's focus on remote sensing using ArcGIS Pro directly supports the needs of an Environmental Scientist. You will learn to download and process satellite data, perform land use classification, and analyze urban heat island effects, skills that are essential when assessing environmental impacts and monitoring ecological changes. Moreover, presenting findings using ESRI Story Maps, as taught in the course, helps you communicate critical information to stakeholders and the public.

See salaries and explore the career path for Environmental Scientist

Location Intelligence Analyst

Location intelligence analysts leverage geospatial data and tools to help organizations make better decisions based on location. The typical work of a location intelligence analyst involves using remote sensing data to solve problems or provide insights. This course on remote sensing with ArcGIS Pro offers practical experience directly applicable to the needs of a location intelligence analyst. Through the course, you will learn to process satellite data, conduct land use analysis, and perform change detection.

See salaries and explore the career path for Location Intelligence Analyst

Cartographer

A Cartographer designs and creates maps, charts, and other visual representations of geographic data. Remote sensing data is often a primary source of information for map creation. This course will allow a cartographer to use ArcGIS Pro to process and analyze satellite imagery, perform land use classification, and create visually compelling maps. Moreover, the course's emphasis on ESRI Story Maps offers you a tool for creating interactive and engaging maps that tell stories.

See salaries and explore the career path for Cartographer

Land Surveyor

Land Surveyors establish official land, air space, and water boundaries. Remote sensing data and GIS technology have become increasingly important tools for modern land surveying. This course provides valuable skills in using ArcGIS Pro to process and analyze remote sensing data, which can be used to augment traditional surveying methods. As a Land Surveyor, the ability to integrate satellite imagery, perform land use classification, and create informative maps may improve the accuracy and efficiency of your work. The course's focus on ESRI Story Maps can also help you communicate survey results effectively.

See salaries and explore the career path for Land Surveyor

Conservation Scientist

Conservation Scientists manage and protect natural resources, often using GIS and remote sensing to assess habitat conditions and monitor environmental changes. The applications taught in this course may be useful to a Conservation Scientist. You will learn to download and process satellite data, conduct land use analysis, and assess urban heat island effects, which all contribute to monitoring and managing natural resources. Furthermore, the course's instruction on ESRI Story Maps helps you communicate findings effectively to stakeholders and the public, supporting conservation efforts.

See salaries and explore the career path for Conservation Scientist

Disaster Response Coordinator

A disaster response coordinator helps plan for and react to natural disasters, and needs to analyze geographical challenges to mount a response. The skills taught in this course can benefit a Disaster Response Coordinator. Through the course, you will learn how to analyze satellite data, classify land use, and detect changes. Disaster Response Coordinator's can make use of these skills to see how land has changed in order to respond appropriately.

See salaries and explore the career path for Disaster Response Coordinator

Data Scientist

Data Scientists analyze large datasets to extract meaningful insights and support decision-making. When working with geospatial data, remote sensing techniques become increasingly important. This course provides a strong foundation in using ArcGIS Pro for image analysis, time series analysis, and change detection, all of which may be useful to a Data Scientist working with geographic information. Furthermore, the course's focus on ESRI Story Maps provides you with a powerful tool for visualizing and communicating your findings effectively.

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Sustainability Manager

Sustainability Managers develop and implement strategies to reduce environmental impact and promote sustainable practices. This course may be valuable to a Sustainability Manager. You will learn to use ArcGIS Pro for analyzing land use changes, assessing urban heat island effects, and monitoring environmental trends, which will support the development and implementation of sustainability initiatives. The course's focus on ESRI Story Maps may also help you communicate sustainability goals and achievements effectively.

See salaries and explore the career path for Sustainability Manager

Agricultural Consultant

Agricultural Consultants provide expert advice to farmers and agricultural businesses on topics such as crop management, soil conservation, and resource utilization. This course may benefit an Agriculture Consultant by teaching you to use ArcGIS Pro to analyze land use patterns, monitor crop health using satellite imagery, and assess the impact of environmental factors on agricultural productivity. The ability to visualize and present findings using ESRI Story Maps enhances communication with clients.

See salaries and explore the career path for Agricultural Consultant

Reading list

We've selected two books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Remote Sensing using ArcGIS Pro - AulaGEO.

Remote Sensing and Image Interpretation, Seventh...

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This comprehensive textbook covering the principles and techniques of remote sensing. It delves into the physics of remote sensing, image acquisition, and various image processing methods. It provides a strong theoretical foundation for understanding the data used in the course and the techniques applied in ArcGIS Pro. is commonly used as a textbook at academic institutions.

Remote Sensing and Image Interpretation, Seventh...

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Remote Sensing and Image Interpretation, Seventh...

Kindle Edition

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GIS Tutorial for Arcgis Pro 2.6

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This workbook provides a hands-on introduction to GIS concepts and ArcGIS software. It covers basic GIS operations, data management, and map creation. It useful resource for beginners who want to learn the fundamentals of GIS. is commonly used as a textbook in introductory GIS courses and provides helpful background knowledge for this course.

GIS Tutorial for ArcGIS Pro 2.6 (GIS Tutorials)

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Remote Sensing using ArcGIS Pro - AulaGEO

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What's inside

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Reviews summary

Practical remote sensing with arcgis pro

Activities

Career center

Reading list

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