Land Cover Classification using Spectral Indices in Earth Engine

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Do you want to classify land cover without sampling or digitizing? Well, I will show you how!

In this video, I will show you how to classify multiple land covers using spectral indices such as EVI (Enhanced Vegetation Index), NDBI (Normalized Difference Built-up Index), and many more using value threshold and relational operation in Google Earth Engine.

I am using Sentinel-2 imagery cloud masked median composite from May 2023 to August 2023. The area that I choose is Palembang City, therefore if you want to apply the same method in different places you have to change the threshold of the indices to get the land cover.

I hope this video and scripts help with your project or research! Good Luck!

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Many thanks buddy. I have learned a lot from you tutorial. Also thanks🙏🙏 so much for your kindly share the code for those who has very little coding knowledge like me. Keep up the good work

xaylor
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Thank you for your video. Can you show me how to calculate the area of ​​each object?

nguyenthanh-xu
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Can you share ideas about, estimating water budget over the certain study area

erelife
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Sir can we use .merge function here to merge all the indexes landcover?

NikitaVijay-xrtf
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I searched for articles about Land use land cover using Spectral Indices, but couldn't find any articles. Can you suggest me documents about this?

nguyenthanh-xu