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.
Script: code.earthengi...
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.
Email: [e-mail]
Linkedin: / ramiqcom
GitHub: github.com/ram...

[@uniquegeofacts0014]

Rahul here !
Great work sir

[@boubacarley-balladiallo1659]

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

[@alemayehumullatuadashio5350]

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

[@derejebiru7257]

Thanks for such a contribution to Users!!!

[@rajanihiwrale]

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

[@Zizi-mt9bv]

Thank you very muc sir

[@muhammadarigiadityarahman8404]

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

[@ziming7548]

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

[@ramiqcom]

probably

[@TheWawanhn]

Thank you

[@IAKhan-km4ph]

Very nice. Thank you so much

[@ramiqcom]

Try it again, I just open it

[@IAKhan-km4ph]

@@ramiqcom Amazing

[@deus.tmuchetu983]

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

[@user-gs8ck8yp4y]

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?

[@ramiqcom]

Sure

[@abdukhatir7187]

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

[@ramiqcom]

Idk man

[@MaherMohaisen-pz9pj]

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

[@ramiqcom]

Already classified

[@user-ph8sl9dz9c]

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

[@ramiqcom]

You need to create land cover. Read this this developers.google.com/earth-engine/guides/classification

[@user-ph8sl9dz9c]

@@ramiqcom Thx!!

[@luthfiinsan4823]

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?

[@ramiqcom]

Yes you can and it have to be a raster data

[@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

[@ramiqcom]

Rename the band first to follow the dictionary band. Adjust the list of class values, label, and legend

[@nguyentienthanh9529]

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

[@ramiqcom]

Noted

[@user-ol8ry4dm7y]

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

[@ramiqcom]

Hmm idk actually, I made it myself

[@nizarelharrouni2351]

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.

[@ramiqcom]

You asking a lot. Please rephrase your words to a more understandable reply.

[@nizarelharrouni2351]

For sure
My first question is : is there a way to make the prediction better adding data about the number of habitants for examples to predict the urban growth
My second question is is it possible to make a fire risk map or prediction through time and space using deeplearnin or any other method and have you ever done it
Thank you

[@ramiqcom]

@@nizarelharrouni2351 number of habitant?
yes It possible, I dont know how tho

[@sinchanathcve20b94]

How to use for different location

[@ramiqcom]

Upload your own land cover image to the asset

[@irland128]

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)

[@ramiqcom]

Hmm kekny scriptny mesti diubah deh kl mau 10 tahun. Datanya jg

[@irland128]

@@ramiqcom makasih infonya ka🙏,klo modifikasi scriptnya dibikin video,saya tunggu sekali,terimakasij

[@rizkidarma6133]

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

[@ramiqcom]

Change the geometry

[@vipham5691]

where can i change it?
@@ramiqcom

[@izzudinmuhammad5782]

does this have an accuracy or prediction number

[@ramiqcom]

Have you watch the video?

[@muhammadmasudtarek7397]

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

[@ramiqcom]

Dont worry. I dont understand it either :D sometime haha