Applying Supervised and Unsupervised Classification techniques in a small town called Courtown along the east coast of Ireland. I used two images taken by Landsat 8 in February 2020 and by Sentinel 2 in May 2021
Study Area
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=812,h=578,fit=crop/A3QBPVb3WVFwyG0j/study-area-map-YbNbazo0jyt4j2LO.jpg)
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=382,h=320,fit=crop/A3QBPVb3WVFwyG0j/study-area-map-YbNbazo0jyt4j2LO.jpg)
Supervised Classification
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=812,h=578,fit=crop/A3QBPVb3WVFwyG0j/lap6_ml-map2-d95MpVMkRWh75jW0.jpg)
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=382,h=270,fit=crop/A3QBPVb3WVFwyG0j/lap6_ml-map2-d95MpVMkRWh75jW0.jpg)
Unsupervised Classification
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=812,h=578,fit=crop/A3QBPVb3WVFwyG0j/lab5_us-map2-dOqMbo3Eb3F0O7BP.jpg)
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=382,h=271,fit=crop/A3QBPVb3WVFwyG0j/lab5_us-map2-dOqMbo3Eb3F0O7BP.jpg)
Comparison Landsat-8
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=812,h=578,fit=crop/A3QBPVb3WVFwyG0j/lab6_us_ml_l8-map-YrD3aV6grZSB93z2.jpg)
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=382,h=278,fit=crop/A3QBPVb3WVFwyG0j/lab6_us_ml_l8-map-YrD3aV6grZSB93z2.jpg)
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=812,h=360,fit=crop/A3QBPVb3WVFwyG0j/rs_classification_l8-mePyLVnP5RT25L6D.png)
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=382,h=172,fit=crop/A3QBPVb3WVFwyG0j/rs_classification_l8-mePyLVnP5RT25L6D.png)
Comparison Sentinel-2
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=812,h=578,fit=crop/A3QBPVb3WVFwyG0j/lab6_us_ml_s2-map-A3QBpkrZn7SR1wzp.jpg)
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=382,h=271,fit=crop/A3QBPVb3WVFwyG0j/lab6_us_ml_s2-map-A3QBpkrZn7SR1wzp.jpg)
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=812,h=336,fit=crop/A3QBPVb3WVFwyG0j/rs_classification_s2-ALp8JrorzviX036B.png)
![](https://assets.zyrosite.com/cdn-cgi/image/format=auto,w=382,h=157,fit=crop/A3QBPVb3WVFwyG0j/rs_classification_s2-ALp8JrorzviX036B.png)