Arctic Sea Ice Changes and its Relation with Storm Ridge Occurrence and Active Layer Changes in the

I used field data in the Fyrsjöen catchment that was collected by Jonas Åkerman, also Arctic sea ice area, Arctic sea ice extent in numeric format and Arctic sea ice extent in shapefile format in this research. I tried to find the relation between storm ridge occurence and Arctic sea ice changes. Also I tried to find the relation between Arctic sea ice area cvanges and active layer.