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to write random forest code to test approach with current ground truth. James had started looking at this. "},"comment":{"url":"https://api.github.com/repos/cropmapteam/Scotland-crop-map/issues/comments/506244300","html_url":"https://github.com/cropmapteam/Scotland-crop-map/issues/24#issuecomment-506244300","issue_url":"https://api.github.com/repos/cropmapteam/Scotland-crop-map/issues/24","id":506244300,"node_id":"MDEyOklzc3VlQ29tbWVudDUwNjI0NDMwMA==","user":{"login":"geojamesc","id":11922702,"node_id":"MDQ6VXNlcjExOTIyNzAy","avatar_url":"https://avatars0.githubusercontent.com/u/11922702?v=4","gravatar_id":"","url":"https://api.github.com/users/geojamesc","html_url":"https://github.com/geojamesc","followers_url":"https://api.github.com/users/geojamesc/followers","following_url":"https://api.github.com/users/geojamesc/following{/other_user}","gists_url":"https://api.github.com/users/geojamesc/gists{/gist_id}","starred_url":"https://api.github.com/users/geojamesc/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/geojamesc/subscriptions","organizations_url":"https://api.github.com/users/geojamesc/orgs","repos_url":"https://api.github.com/users/geojamesc/repos","events_url":"https://api.github.com/users/geojamesc/events{/privacy}","received_events_url":"https://api.github.com/users/geojamesc/received_events","type":"User","site_admin":false},"created_at":"2019-06-27T08:19:02Z","updated_at":"2019-06-27T08:19:02Z","author_association":"NONE","body":"A zipfile with S1 data clipped to field boundaries is available as S1_data_clipped_to_GT_Polys.zip from here:\r\n\r\nhttps://uoe-my.sharepoint.com/:u:/g/personal/jcrone_ed_ac_uk/EWPZ7267rAxFkTd8rhcwfqwBnYHpvkaQYSWScE-C-PF8ww?e=mDIUrj\r\n\r\nThe S1_data_clipped_to_GT_Polys.zip has the following contents:\r\n\r\n_GTFieldPolys_ subfolder containing\r\n\r\n- a _ground_truth_v5_2018_inspection_kelso_250619_c.shp_ shapefile which is the 413 feature kelso GT shapefile disaggregated in FME (giving 478 records) so that there is 1 polygon geometry per record rather than the mix of single-part / multipart polygons present in the original shapefile. A new unique GID column has also been added to uniquely identify each field feature. \r\n\r\n- an _indv_polys_ folder which contains 1 shapefile for every record in ground_truth_v5_2018_inspection_kelso_250619_c.shp by which to clip the S1 data by \r\n\r\n_Valid_ sub-folder contains 23201 S1 image clips. Images have filenames like:\r\n\r\nS1B_20180922_30_asc_175817_175842_DV_Gamma-0_GB_OSGB_RCTK_SpkRL_9.tif\r\n\r\nthis is the original S1 image name plus a _GID suffix in this case _9 which identifies the GID of the field polygon in _ground_truth_v5_2018_inspection_kelso_250619_c.shp_  which the S1 image has been clipped to.\r\n\r\n_NotValid_ sub-folder contains 11795 S1 image clips which validation deemed not to be valid as all S1 radar pixels were null, probably because the part of the image that the field boundary intersected with was an area of NoData in the image.\r\n\r\n_LUT.csv_ is a lookup table to map gid to ground truth lcgroup/lctype labels.\r\n\r\n"}}
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