Predict Future Land Cover in Google Earth Engine

Do you have two land cover data in two different years and want to know what it will be in the future? You are in luck! I have just a simple script to predict land cover in the future.

In this video, I am using two landcover data in Palembang city in the years 2019 and 2022 derived from Sentinel-2 dataset. To predict, you need a land cover change map first formed from the transition of land cover data between years. Then I build a random forest model using the first, and last landcover, the change map, elevation, and year data. To predict future land cover, you need to apply the model to the new variables of images.

[boubacarley-balladiallo]

Thank you so much for the code.
I was looking for this since one month now.
God bless you.
Tabarak'Allah 🎉❤🎉❤
A Jaaraama 🎉❤

[alemayehumullatuadashio]

Thank you very much! your tutorials are very interesting and helped me a lot.

[derejebiru]

Thanks for such a contribution to Users!!!

[DwiPrabowo-nt]

Thanks a lots, very useful. however you only used elevation as a driver. Can we add more drivers on your model such as road, land protection etc?

[rajanihiwrale]

Hello sir ..i really wanted to talk regarding my thesis topic

[MachineLearning-ms]

Really great video, thanks for sharing. Could you please help me understand how you've created the Assets you're using in this video? I'm trying to create this for my ROI but I simply can't do it

[abdukhatir]

Thanks for the helpful tutorial... can you use Markove-Cellular Automata model in GEE to predict future land cover?

[nguyenthanh-xu]

Video is great with. Hope you can analyze and forecast chlorophyll_a in the next videos.

[luthfiinsan]

in the video you used the srtm (elevation) and the LU change map for the driving factor, can we add another driving factor? whether the data must be in TIF form?

[muhammadarigiadityarahman]

umm i got 0.99 acc using my own lulc datasets, should i be worried?

[deus.tmuchetu]

Thanks much Sir, can i use this same code for landsat 8

[ziming]

Hello, can I add more land cover data in historical and predict the LULC of future years like 2050 or even 2100?

[nizarelharrouni]

Hi is there any other way to predict for exemple the built up area using other data such as excels containing the numbers of habitants in a certain zone or slope or any other data that may help because i ve seen a plugin in qgis named molusce . And would u be able to do a video about fire risk prediction spatially and through time with gee and using deep learning or at least just let me know if it is doable thank you for your time and great videos.

[knowledgeis_power]

i imported lulc maps and run the code. i have two errors. my lulc years file showing black and list index error is coming while generating chart

[ArunikaShines]

thank you for this video tutorial, because i'm a beginner, where to get assets lulc other city?

[MaherMohaisen-pzpj]

They images was already classified or you classified them using google earth engine?

[irland]

Izin bertanya, untuk merubah tahun prediksi-nya ada di line berapa yah?terimakasih (pada contoh ini 3 tahun, sy mau merubah jadi prediksi 10 tahun)

[rizkidarma]

which code that I have to change if I wanna do the same prediction to another region?

[izzudinmuhammad]

does this have an accuracy or prediction number

[muhammadmasudtarek]

I can't understand most of the words. May be my fault.