Prediction of LULC changes for species distribution modeling using cellular automata and ANN

Land use land cover change (LULC) is important variables in species distribution modeling (SDM). The changes of LULC represented the anthropogenic that show human intervention in the distribution of species in the certain area. The objective of this video is to analysis the LULC prediction in the future using the artificial neural network (ANN) based cellular automata (CA).

[@mesutguzel4021]

I want to simulate 2018 using the land cover map of 2006 and 2012. However, the simulation map obtained gives almost the same result as 2012. Moreover, 2006 and 2012 are quite different from each other. How can I solve this problem? Also, I don't get any error while processing. I will be grateful if you help.

[@quingquing]

No sound so I'm not hearing anything. So my question may have been answered by the video but I'll ask it here. Did you use LuCc as a mask of the future SDM? Are the SDM model And LuCc model two separate models or did you use LuCc as endogenous or independent variable in the SDM?

[@NishantDesaiAr]

Hi, thank you for this video. As part of my master's thesis I need to predict future land cover of my study area. Need some help with the input images. Will you be able to help?

[@saharmirza1664]

hi... have you done your research work

[@AbdullahSalimalig]

How to make the 'road' layer? Every time it says geometry not matched. Please reply.

[@zaheerabbas844]

Hello all I am using temporal data and slope as input and using ANN for simulation but the prediction does not change and same as the final layer. How to fix the issue?

[@sunki4856]

Sir Jonathan, what qgis version did you use?

[@munawarhussain3523]

Do I need to use spatial perimeters of Initial year of Final year? Like I am using dataset from 2000 and 2010, so should I use parameters of 2000 or2010?

[@quingquing]

Good question for me. Did you have your answer yet?

[@chimchim2970]

Hey Jonathan, am trying to do prediction but when I try to change area am getting an a python error. Please help me how to remove that

[@kartikshahi9138]

I need help as the geometries are not getting matched even the no of columns and rows are different, plzz help

[@hShiferaww]

Sir I am suffered very much, because absence of sound, yet tutorial is seriously recent issue but if ur video supported by sound better, thank u

[@sudarshansubedi9054]

how did you use rainfall aand temperature data?
What is the purpose of using those data?

[@sudarshansubedi9054]

hey bro how can i contact you?

[@freetv3062]

😊😊😊

[@kishorev1639]

Hello jonathan
what spatial variables you hav used here?
and of which type?

[@freeITStuffsandCodeCamp]

slope, elevation, road map, lulc, temperature and rainfall

[@sudarshansubedi9054]

@@freeITStuffsandCodeCamp how to manage the geometry for all parameters

[@DOSCSTv]

you mean the projection? you can set it the projection in the gis

[@sudarshansubedi9054]

@@freeITStuffsandCodeCamp hey how do you use temperature and rainfall data
HOw to make them raster?

[@sudarshansubedi9054]

@@freeITStuffsandCodeCamp hey bro ? How can i contact you ?
Please reply

[@ismailrashad2789]

hello jonathan, i have few question for my prediction studies:
1. what is your cell size when converted into raster?
2. do you use eucledian distance as spatial variabel?
3. how to make the eucledian distance same with other raster, becase when i want to run the input, the geometry always not matched.. thankyou

[@sudarshansubedi9054]

hey same probelm how did you manage

[@DOSCSTv]

resize to 30x30. im using ED

[@sudarshansubedi9054]

@@DOSCSTv What is the reason behind using rainfall and temperature data?

[@simiizhakasbindasss]

@@DOSCSTv what is ed