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Future Land Use with GIS - TerrSet - CA Markov - ArcGIS

In this course you will see Machine learning in Action using readymade land Change model Terrset (formerly IDRISI ) . This course used Terrset Software with CA Markov method to predict future landuse ArcGIS is used to prepare data. Erdas also used for some task. No coding is used .All software used in this course are NOT Open Source. You need to manage software. You must know to prepare landuse maps rest of things covered in this course from scratch. Future prediction of landuse depends on number of drivers/Parameters. Drives means forces which decide how the future urban area will look. It includes many drives like, old city boundary because new settlement will be constructed near to old city boundary. Roads and relief are also one of factors, because first roads near city covered by settlement. On another side how, much possibility at different location on agriculture site that can be convert to urban. Similarly, forest cover also. We also need to avoid some landuse classed like water, river, lake or reservoir never convert to urban. So, we need to setup our model in such a way so that it avoids water. After setting accuracy of learning and output accuracy also matters. We also need to modify it. In this course we have achieved learning accuracy of 42%, and 67% in two different runs. But 89% accuracy we have achieved in predicted landuse. Learning and prediction accuracy is different on computer to computer and data to data. While running you will receive more or less accuracy then this course. But focus on your output results. If Learning accuracy was 100% then it also wrong. So, see and understand each video carefully. Then run you model. You must see free preview video before enrolling this course. Because this is Expert level course.

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In this course you will see Machine learning in Action using readymade land Change model Terrset (formerly IDRISI ) . This course used Terrset Software with CA Markov method to predict future landuse ArcGIS is used to prepare data. Erdas also used for some task. No coding is used .All software used in this course are NOT Open Source. You need to manage software. You must know to prepare landuse maps rest of things covered in this course from scratch. Future prediction of landuse depends on number of drivers/Parameters. Drives means forces which decide how the future urban area will look. It includes many drives like, old city boundary because new settlement will be constructed near to old city boundary. Roads and relief are also one of factors, because first roads near city covered by settlement. On another side how, much possibility at different location on agriculture site that can be convert to urban. Similarly, forest cover also. We also need to avoid some landuse classed like water, river, lake or reservoir never convert to urban. So, we need to setup our model in such a way so that it avoids water. After setting accuracy of learning and output accuracy also matters. We also need to modify it. In this course we have achieved learning accuracy of 42%, and 67% in two different runs. But 89% accuracy we have achieved in predicted landuse. Learning and prediction accuracy is different on computer to computer and data to data. While running you will receive more or less accuracy then this course. But focus on your output results. If Learning accuracy was 100% then it also wrong. So, see and understand each video carefully. Then run you model. You must see free preview video before enrolling this course. Because this is Expert level course.

Note: Who having IDRISI Taiga They can also follow same steps.

This course covers 90% Practical and 10% Theory.

Don’t hesitate to ask me Questions in QA Session.

Enroll now

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Appropriate for experienced learners interested in landuse maps
Utilizes industry-standard software Terrset (formerly IDRISI) for land change modeling
Emphasizes practical application, with 90% of the course dedicated to hands-on exercises
Provides a solid foundation for understanding landuse prediction using CA Markov method
May not be suitable for beginners as it assumes prior knowledge of landuse map preparation
Does not use open-source software, which may limit accessibility for some learners

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Career center

Learners who complete Future Land Use with GIS - TerrSet - CA Markov - ArcGIS will develop knowledge and skills that may be useful to these careers:
Urban Planner
Urban Planners design and oversee the use of land and the built environment, including land use plans and zoning regulations. They work with communities to create plans for the future development of cities and towns. This course can help Urban Planners by providing them with the skills to use GIS software to create land use maps and predict future land use trends. This information can be used to make informed decisions about how to develop land in a way that meets the needs of the community and minimizes negative impacts on the environment.
Environmental Scientist
Environmental Scientists study the environment and work to solve environmental problems. They use their knowledge of science and engineering to develop solutions to problems such as pollution, climate change, and natural disasters. This course can help Environmental Scientists by providing them with the skills to use GIS software to map and analyze environmental data. This information can be used to identify environmental problems and develop solutions to protect the environment.
Geographer
Geographers study the Earth's surface and how it is used by humans. They use their knowledge of geography to solve problems such as land use planning, environmental management, and disaster relief. This course can help Geographers by providing them with the skills to use GIS software to map and analyze geographic data. This information can be used to understand how the Earth's surface is changing and to develop solutions to problems related to land use and the environment.
GIS Analyst
GIS Analysts use GIS software to collect, analyze, and visualize geographic data. They use this information to solve problems such as land use planning, environmental management, and disaster relief. This course can help GIS Analysts by providing them with the skills to use GIS software to create land use maps and predict future land use trends. This information can be used to make informed decisions about how to develop land in a way that meets the needs of the community and minimizes negative impacts on the environment.
Land Use Planner
Land Use Planners develop plans for the use of land in a specific area. They work with communities to create plans that meet the needs of the community and minimize negative impacts on the environment. This course can help Land Use Planners by providing them with the skills to use GIS software to create land use maps and predict future land use trends. This information can be used to make informed decisions about how to develop land in a way that meets the needs of the community and minimizes negative impacts on the environment.
Cartographer
Cartographers create maps that represent geographic data. They use their knowledge of geography and cartography to create maps that are accurate, visually appealing, and easy to understand. This course can help Cartographers by providing them with the skills to use GIS software to create maps. This information can be used to create maps for a variety of purposes, such as land use planning, environmental management, and disaster relief.
Remote Sensing Analyst
Remote Sensing Analysts use satellite imagery and other data to collect information about the Earth's surface. They use this information to solve problems such as land use planning, environmental management, and disaster relief. This course can help Remote Sensing Analysts by providing them with the skills to use GIS software to analyze remote sensing data. This information can be used to create maps and other visualizations that can be used to make informed decisions about how to develop land and manage the environment.
Natural Resource Manager
Natural Resource Managers develop plans for the management of natural resources such as forests, water, and minerals. They work with communities to create plans that meet the needs of the community and minimize negative impacts on the environment. This course can help Natural Resource Managers by providing them with the skills to use GIS software to create land use maps and predict future land use trends. This information can be used to make informed decisions about how to develop land in a way that meets the needs of the community and minimizes negative impacts on the environment.
Environmental Planner
Environmental Planners develop plans for the protection and management of the environment. They work with communities to create plans that meet the needs of the community and minimize negative impacts on the environment. This course can help Environmental Planners by providing them with the skills to use GIS software to create land use maps and predict future land use trends. This information can be used to make informed decisions about how to develop land in a way that meets the needs of the community and minimizes negative impacts on the environment.
Water Resources Engineer
Water Resources Engineers design and manage water resources systems such as dams, reservoirs, and canals. They work with communities to create plans for the management of water resources that meet the needs of the community and minimize negative impacts on the environment. This course can help Water Resources Engineers by providing them with the skills to use GIS software to create land use maps and predict future land use trends. This information can be used to make informed decisions about how to develop land in a way that meets the needs of the community and minimizes negative impacts on the environment.
Transportation Planner
Transportation Planners develop plans for the transportation system in a specific area. They work with communities to create plans that meet the needs of the community and minimize negative impacts on the environment. This course can help Transportation Planners by providing them with the skills to use GIS software to create land use maps and predict future land use trends. This information can be used to make informed decisions about how to develop land in a way that meets the needs of the community and minimizes negative impacts on the environment.
Environmental Engineer
Environmental Engineers design and implement solutions to environmental problems such as pollution, climate change, and natural disasters. They work with communities to create plans for the protection and management of the environment that meet the needs of the community and minimize negative impacts on the environment. This course can help Environmental Engineers by providing them with the skills to use GIS software to create land use maps and predict future land use trends. This information can be used to make informed decisions about how to develop land in a way that meets the needs of the community and minimizes negative impacts on the environment.
Civil Engineer
Civil Engineers design and build infrastructure such as roads, bridges, and buildings. They work with communities to create plans for the development of infrastructure that meets the needs of the community and minimizes negative impacts on the environment. This course can help Civil Engineers by providing them with the skills to use GIS software to create land use maps and predict future land use trends. This information can be used to make informed decisions about how to develop land in a way that meets the needs of the community and minimizes negative impacts on the environment.
Geologist
Geologists study the Earth's crust and the processes that shape it. They use their knowledge of geology to solve problems such as finding mineral resources, understanding earthquakes, and mitigating the effects of natural disasters. This course may be useful to Geologists by providing them with the skills to use GIS software to create maps and analyze geologic data. This information can be used to understand the Earth's crust and the processes that shape it.
Hydrologist
Hydrologists study the movement and distribution of water on the Earth's surface and in the subsurface. They use their knowledge of hydrology to solve problems such as flooding, water quality, and water supply. This course may be useful to Hydrologists by providing them with the skills to use GIS software to create maps and analyze hydrologic data. This information can be used to understand the movement and distribution of water on the Earth's surface and in the subsurface.

Reading list

We've selected seven 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 Future Land Use with GIS - TerrSet - CA Markov - ArcGIS.
Provides a practical introduction to machine learning. It covers the basics of machine learning, as well as more advanced topics such as deep learning and neural networks.
Provides a comprehensive overview of spatial data analysis techniques. It covers topics such as spatial autocorrelation, regression analysis, and geostatistics, and provides examples of applications in various fields.
Provides a comprehensive overview of spatial regression models for spatial data analysis. It covers the basics of spatial regression models, as well as more advanced topics such as spatial autoregressive models and geographically weighted regression.
Provides a practical introduction to machine learning with Python. It covers the basics of machine learning, as well as more advanced topics such as deep learning and neural networks.
Provides a comprehensive overview of geocomputation with R. It covers the basics of geocomputation, as well as more advanced topics such as spatial data analysis and modeling.
Provides a comprehensive overview of geospatial analysis techniques. It covers topics such as spatial autocorrelation, regression analysis, and geostatistics, and provides examples of applications in various fields.
Provides a comprehensive overview of GIS applications in urban planning and management. It covers the basics of GIS, as well as more advanced topics such as spatial analysis and modeling.

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