Land use Land cover classification GIS, ERDAS, ArcGIS, ML from Udemy

This is the first landuse landcover course on Udemy the most demanding topic in GIS, In this course, I covered from data download to final results. I used ERDAS, Arc I explained all the possible methods of land use classification. More then landuse, Pre-Procession of images are covered after download and after classification, how to correct error pixels are also covered, So after learning here you no need to ask anyone about lanudse classification. I explained the theoretical concept also during the processing of data. I have covered supervised, unsupervised, combined method, pixel correction methods etc. I have also shown to correct area-specific pixels to achieve maximum accuracy. Most of this course is focused on Erdas and ArcGIS for image classification and calculations. For in-depth of all methods enrol in this course. Image classification with Machine learning also covered in this course.

This course also includes an accuracy assessment report generation in erdas.

Note: Each Land Use method Section covers different Method from the beginning, So before starting landuse watch the entire course. Then start land use with a method that you think easy for you and best fit for your study area., then you will be able to it best. Different method is applicable to a different type of study area. This course is applicable to Erdas Version and ArcGIS Version 10.1 and above, i.e 10.4, 10.7 or 10.8

90% practical 10% theory

Problem faced During classification:

Some of us faced problem during classification as:

Urban area and barren land has the same signature
Dry river reflect the same signature as an urban area and barren land
if you try to correct urban and get an error in barren
In Hilly area you cannot classify forest which is in the hill shade area.
Add new class after final work

How to get rid of this all problems Join this course.

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Teaches GIS concepts and skills, which are essential for careers involving geography, environmental science, and urban planning

Covers both ArcGIS and ERDAS, which provide learners flexibility in the software they choose to master

Provides practical, hands-on experience with image classification, which is a valuable skill in remote sensing and GIS

Emphasizes supervised, unsupervised, combined method, pixel correction methods for image classification, providing a comprehensive understanding of the topic

Includes accuracy assessment report generation in ERDAS, which is an important step in GIS analysis

Addresses common problems faced during classification, making it a valuable resource for GIS practitioners

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 Land use Land cover classification GIS, ERDAS, ArcGIS, ML with these activities:

Review QGIS Basics

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Reviewing the basics of QGIS will help you refresh your knowledge of the software and prepare you for the more advanced topics covered in the course.

Browse courses on QGIS

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Open QGIS and familiarize yourself with the interface.
Load a sample dataset and explore the different layers.
Perform basic GIS operations, such as zooming, panning, and selecting features.

Participate in Discussion Forums

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Participating in discussion forums will allow you to connect with other students, share your knowledge, and get feedback on your work.

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Join the discussion forums for the course.
Post questions, share your insights, and respond to others' posts.

Follow Tutorials on Land Use Classification

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Following tutorials on land use classification will help you gain hands-on experience with the techniques and tools used in the course.

Browse courses on Image Classification

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Find tutorials on land use classification using ERDAS or ArcGIS.
Follow the steps in the tutorials to classify land use in a sample dataset.
Experiment with different classification methods and parameters to see how they affect the results.

Four other activities

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Create a Presentation on Land Use Classification

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Creating a presentation on land use classification will help you consolidate your knowledge and improve your communication skills.

Browse courses on Presentation Skills

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Gather information on land use classification and its applications.
Develop a presentation outline and prepare slides.
Practice presenting your presentation to a friend or family member.

Volunteer for a GIS Project

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Volunteering for a GIS project will provide you with hands-on experience and allow you to contribute to your community.

Browse courses on GIS

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Find a local GIS organization or project that you can volunteer for.
Contact the organization and express your interest in volunteering.
Attend training sessions and participate in project activities.

Practice Image Classification Exercises

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Practicing image classification exercises will help you develop your skills and improve your accuracy.

Browse courses on Image Classification

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Download sample images from the course website or other sources.
Use ERDAS or ArcGIS to classify the images using different methods.
Compare your results to the ground truth data to assess your accuracy.

Contribute to Open Source GIS Software

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Contributing to open source GIS software will allow you to learn more about GIS development and contribute to the community.

Browse courses on GIS

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Find a GIS project on GitHub or another open source platform.
Read the documentation and familiarize yourself with the code.
Make changes to the code and submit a pull request.

Career center

Learners who complete Land use Land cover classification GIS, ERDAS, ArcGIS, ML will develop knowledge and skills that may be useful to these careers:

Geospatial Analyst

Geospatial Analysts develop and use geographic information systems (GIS) to analyze spatial data. These professionals use spatial data to understand the relationships between different geographic features and patterns. Those who wish to become Geospatial Analysts may find this course particularly useful, as it will help build a foundation in GIS and land use classification. The course covers a variety of topics, including data download, pre-processing, image classification, and accuracy assessment. This knowledge and skill set will be essential for success in this role.

See salaries and explore the career path for Geospatial Analyst

GIS Specialist

GIS Specialists use geographic information systems (GIS) to collect, analyze, and display spatial data. They use their knowledge of GIS to help organizations make informed decisions about land use, natural resources, and infrastructure. This course may be helpful for those who wish to become GIS Specialists, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be essential for success in this role.

See salaries and explore the career path for GIS Specialist

Land Use Planner

Land Use Planners develop plans and policies for the use of land in rural areas. They use their knowledge of land use planning to create plans that promote economic development, protect the environment, and improve the quality of life for residents. This course may be helpful for those who wish to become Land Use Planners, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be beneficial for understanding the relationship between land use and rural development.

See salaries and explore the career path for Land Use Planner

Environmental Scientist

Environmental Scientists study the environment and work to protect it from pollution and degradation. They use their knowledge of environmental science to develop and implement solutions to environmental problems. This course may be helpful for those who wish to become Environmental Scientists, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be beneficial for understanding the relationship between land use and the environment.

See salaries and explore the career path for Environmental Scientist

Remote Sensing Analyst

Remote Sensing Analysts use satellite imagery and other remote sensing data to study the Earth's surface. They use their knowledge of remote sensing to identify and map different land cover types, land use patterns, and environmental changes. This course may be helpful for those who wish to become Remote Sensing Analysts, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be beneficial for understanding the relationship between land use and the environment.

See salaries and explore the career path for Remote Sensing Analyst

Urban Planner

Urban Planners develop plans and policies for the development and use of land in urban areas. They use their knowledge of land use planning to create plans that promote economic development, protect the environment, and improve the quality of life for residents. This course may be helpful for those who wish to become Urban Planners, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be beneficial for understanding the relationship between land use and urban development.

See salaries and explore the career path for Urban Planner

Urban Designer

Urban Designers design and plan urban areas, such as cities and towns. They use their knowledge of urban design to create plans that promote economic development, protect the environment, and improve the quality of life for residents. This course may be helpful for those who wish to become Urban Designers, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be beneficial for understanding the relationship between land use and urban design.

See salaries and explore the career path for Urban Designer

Natural Resources Manager

Natural Resources Managers develop and implement plans for the management of natural resources, such as forests, water, and minerals. They use their knowledge of natural resources management to protect these resources from degradation and ensure their sustainable use. This course may be helpful for those who wish to become Natural Resources Managers, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be beneficial for understanding the relationship between land use and natural resources.

See salaries and explore the career path for Natural Resources Manager

Soil Scientist

Soil Scientists study the physical, chemical, and biological properties of soil. They use their knowledge of soil science to improve soil quality and protect soil from degradation. This course may be helpful for those who wish to become Soil Scientists, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be beneficial for understanding the relationship between land use and soil quality.

See salaries and explore the career path for Soil Scientist

Civil Engineer

Civil Engineers design and build infrastructure, such as roads, bridges, and buildings. They use their knowledge of civil engineering to ensure that these structures are safe, efficient, and environmentally friendly. This course may be helpful for those who wish to become Civil Engineers, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be beneficial for understanding the relationship between land use and infrastructure.

See salaries and explore the career path for Civil Engineer

Cartographer

Cartographers create maps and other visual representations of geographic data. They use their knowledge of cartography to design maps that are both accurate and easy to understand. This course may be helpful for those who wish to become Cartographers, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be beneficial for understanding the relationship between land use and the environment.

See salaries and explore the career path for Cartographer

Water Resources Engineer

Water Resources Engineers design and manage water systems, such as dams, reservoirs, and canals. They use their knowledge of water resources engineering to ensure that these systems are safe, efficient, and environmentally friendly. This course may be helpful for those who wish to become Water Resources Engineers, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be beneficial for understanding the relationship between land use and water resources.

See salaries and explore the career path for Water Resources Engineer

Environmental Engineer

Environmental Engineers design and implement solutions to environmental problems, such as pollution and climate change. They use their knowledge of environmental engineering to protect human health and the environment. This course may be helpful for those who wish to become Environmental Engineers, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be beneficial for understanding the relationship between land use and the environment.

See salaries and explore the career path for Environmental Engineer

Transportation Engineer

Transportation Engineers design and manage transportation systems, such as roads, highways, and public transportation. They use their knowledge of transportation engineering to ensure that these systems are safe, efficient, and environmentally friendly. This course may be helpful for those who wish to become Transportation Engineers, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be beneficial for understanding the relationship between land use and transportation.

See salaries and explore the career path for Transportation Engineer

Geographer

Geographers study the Earth's surface and the human activities that take place on it. They use their knowledge of geography to understand the relationship between people and the environment. This course may be helpful for those who wish to become Geographers, as it will help build a foundation in land use classification and GIS. This knowledge and skill set will be beneficial for understanding the relationship between land use and the environment.

See salaries and explore the career path for Geographer

Land use Land cover classification GIS, ERDAS, ArcGIS, ML

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