Course Teacher: Kate Alison
Language: English
Description:
[Advanced] Land Use/Land Cowl mapping with Machine Studying
This course is designed to take customers who use QGIS for fundamental geospatial information/GIS/Distant Sensing evaluation to carry out extra superior geospatial evaluation duties together with object-based picture evaluation utilizing quite a lot of totally different information and making use of Machine Studying state-of-the-art algorithms. Along with making you proficient in QGIS for spatial information evaluation, you may be launched to a different highly effective processing toolbox – Orfeo Toolbox and to the thrilling capabilities of Google Earth Engine!
I’m very excited that you just discovered my LULC Superior course. This course is designed to equip you with the sensible data of superior Land Use and Land Cowl (LULC) mapping, which is likely one of the core abilities for any Geographic Info Programs (GIS) and Distant Sensing analyst. By the tip of the course, you’ll really feel assured and fully perceive and apply superior Geospatial evaluation together with performing Machine Studying algorithms for land use and land cowl mapping and studying object-based picture evaluation and fundamentals of segmentation. All this it is possible for you to to hold out on the true information in some of the well-liked GIS software program which is QGIS and Google Earth Engine.
This course is totally different from different coaching assets. Every lecture seeks to reinforce your GIS and Distant Sensing abilities in a demonstrable and easy-to-follow method and give you virtually implementable options. You’ll be capable to begin analyzing spatial information on your personal initiatives, and achieve appreciation out of your future employers along with your advances GIS abilities and data of the innovative LULC strategies.
Within the course, it is possible for you to to learn to perform all phases of LULC mapping from buying satellite tv for pc information to assessing the accuracy of your map and design a fantastic change map available to be inserted in your doc or report.
The course is good for professionals resembling geographers, programmers, social scientists, geologists, and all different consultants who want to make use of LULC maps of their subject and want to be taught fundamentals of LULC and alter detection in GIS. In the event you’re planning to undertake a activity that requires to make use of a state-of-the-art classification algorithms for creating, for example, land cowl and land use maps, this course will provide you with the boldness it’s essential to perceive and remedy such geospatial downside.
One vital a part of the course is the sensible workouts. You may be given some exact directions, codes, and datasets to create LULC maps and alter maps utilizing the QGIS software program and Google Earth Engine.
On this course, I embody downloadable sensible supplies that can train you:
– How you can set up open supply GIS software program (QGIS and Orfeo toolbox) in your pc and appropriately configure it
– QGIS software program interface together with its essential parts and plug-ins
– Learn to classify satellite tv for pc pictures with totally different machine studying algorithms in QGIS
– Learn to carry out coaching, validation information assortment and accuracy evaluation
– Learn to carry out object-based picture evaluation
– Learn to carry out object-based crop sort mapping in QGIS
– Learn to run supervised and unsupervised Machine Studying Algorithms in Google Earth Engine
INCLUDED IN THE COURSE: You’ll have entry to all the info used within the course, together with the Java code recordsdata. Additionally, you will have entry to future assets. Enroll within the course at this time & benefit from these particular supplies!
Who this course is for:
- Geographers, Programmers, geologists, biologists, social scientists, or each different knowledgeable who offers with GIS maps of their subject
