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Published 12:16 14 Oct 2015 BST
Updated 12:26 14 Oct 2015 BST
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Centre-Back - Sokratis Papasthatopoulos
Greece's struggles are arguably more inexplicable than those of the Netherlands. While Danny Blind's men had a tough group, Greece came bottom behind Finland and the Faroe Islands.
Dortmund centre-back Sokratis is one of a number of talented players who reached the World Cup knockout stages - we're still not sure how it all went so wrong.
Left-Back - Aleksandar Kolarov
It's fair to say Serbia were less than the sum of their parts in this qualifying campaign, winning just two of their eight qualifiers and finishing eight points adrift of third-placed Denmark.
Kolarov didn't cover himself in glory, failing to replicate his form for Manchester City and getting himself booked twice in a minute in the final group game against Portugal.
Defensive Midfield - Nemanja Matic
The third Serbian international to feature is also the second Premier League champion.
Matic was key to Chelsea's title win last season, but like Kolarov he ended a miserable round of qualifiers with an early bath in the Portugal defeat.
Defensive Midfield - Nir Bitton
Celtic midfielder Bitton has developed a knack for the spectacular, scoring a number of screamers for club and country.
Unfortunately his goalscoring exploits were not enough to drag Israel to the play-offs, with a thunderbolt against Cyprus proving too little, too late.
Attacking Midfield - Henrikh Mkhitaryan
One feels Armenia's best chance of qualifying for a major tournament came four years ago, when defeat in their final group game against Ireland confined them to third place in their group (back when a maximum of two teams could qualify).
Many of that generation have since retired, leaving Dortmund star Mkhitaryan ploughing a lone furrow. In a competitive group, he failed to lead his country to a single win.
Right Wing - Steven Naismith
Some might question Naismith's inclusion here, but any player capable of scoring a perfect hat-trick against Jose Mourinho's Chelsea is well worth his place.
The Everton man struck three times in Group D, and a friendlier draw may well have seen Scotland at least reach the play-off stage.
Left Wing - Memphis Depay
The final member of the Dutch contingent to feature, Memphis is arguably the most high-profile European player to miss the tournament.
Manchester United's big-money summer signing has scored just once for his country since breaking through at the World Cup, netting in a 4-3 defeat to the USA, and failed to find the net in the Euro 2016 qualifying campaign.
Striker - Stevan Jovetic
After narrowly missing out on Euro 2012 after a play-off defeat to the Czech Republic, Jovetic and Montenegro took a step back.
Injuries suffered by the on-loan Inter Milan striker and fellow frontman Mirko Vucinic won't have helped, but the Eastern Europeans finished a distant fourth in a tough group containing Austria, Russia and Sweden.Football

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