Step 1.
click download
https://cams-lacounty.hub.arcgis.com/pages/cams-data
Step 2.
When unzip file, must use xxx.gdb as geodatabase folder name. Otherwise, Qgis would not read this folder.
Step 3.
Select feature intersect with city boundary, then export feature
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