Satellite images south of Lahag seem to show the construction of a PLC defense line that stretches over almost 30 km.
The photos document its construction from October 26th to November 5th, which suggests the PLC knew a Houthi attack was imminent in the area.
And yet, even with these fortifications, the Houthis managed to advance in Laji province in Yemen on the night of November 10.