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These books are ranked using the setting labels extracted for Ark.
Setting labels used: dying Earth, near future, post-evacuation, space ark, seed vault, Svalbard, asteroid countdown, end times
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
A teen boards a near-light-speed space mission, only to face time’s extremes and a love that outlasts worlds.
Why this is here
Setting labels: spaceship · deep space · future Earth · post-apocalyptic Earth · solar system · cosmic scale · end of time · recreation of Earth
Semantic match: ranked by setting
Distance: 0.1436
A stranded space voyage turns into a poetic meditation on survival, memory, and humanity after Earth’s ruin.
Why this is here
Setting labels: outer space · post-apocalyptic Earth · deep space · future Earth · interstellar voyage · nuclear age · possible Mars journey
Semantic match: ranked by setting
Distance: 0.1453
A lonely woman and a desperate alien enter a 30-day trial marriage that turns into unexpected love on Earth.
Why this is here
Setting labels: Earth · near-future Earth · post-pandemic · post-plague · space ship · space station · intergalactic
Semantic match: ranked by setting
Distance: 0.1463
An 18-year-old wakes alone in a damaged cryosleep bunker after a comet apocalypse and must survive a changed world.
Why this is here
Setting labels: post apocalyptic future · underground bunker · cryosleep program · Earth after comet impact · long-dormant future
Semantic match: ranked by setting
Distance: 0.1525
In a dying biodome, two survivors send one man into the past to try to save humanity and their love.
Why this is here
Setting labels: dying Earth · biodome · glass dome · future Earth · past timeline · alternate timeline · multiverse · near future · post-apocalyptic world · climate collapse
Semantic match: ranked by setting
Distance: 0.1603
A broke, ailing space jumper is sent on a diplomatic mission that turns into a deadly, angst-filled ordeal.
Why this is here
Setting labels: spacefaring future · interplanetary travel · multiple worlds · alien world · space station · planetary politics · post-crisis
Semantic match: ranked by setting
Distance: 0.1605
As Earth freezes in a sudden new ice age, a prisoner and an astronaut join a desperate space mission to find the cause.
Why this is here
Setting labels: near future · Earth · space · solar system · International Space Station · NASA · frozen wasteland · post-apocalyptic Earth · winter apocalypse · interplanetary
Semantic match: ranked by setting
Distance: 0.1623
A survivalist from a dying Earth clashes with an alien shipmaster whose rescue mission could change both their futures.
Why this is here
Setting labels: dying Earth · post-apocalyptic Earth · dystopian wasteland · spacecraft · alien planet · future Earth · interstellar setting
Semantic match: ranked by setting
Distance: 0.1628
In a ruined future Earth, a rebel girl and a body artist challenge a tyrant ruling a sexless space colony.
Why this is here
Setting labels: near future · 2049 · post-apocalyptic Earth · space station · orbital habitat · radioactive wasteland · post-human future · space colony
Semantic match: ranked by setting
Distance: 0.1633
An elderly architect on a dying Earth must choose between a lasting Martian monument and the lives it could help save.
Why this is here
Setting labels: near future · dying Earth · Mars · post-apocalyptic world · failing civilization · abandoned colony · remote technology · space colonization · climate disaster
Semantic match: ranked by setting
Distance: 0.1646
After the moon shatters, humanity races to survive in orbit, then confronts a radically changed Earth millennia later.
Why this is here
Setting labels: near future · space station · low Earth orbit · outer space · far future · post-cataclysm Earth · futuristic Earth
Semantic match: ranked by setting
Distance: 0.1668
A conscripted space recruit becomes the only thing keeping a returned captive pilot alive, and their minds start to merge.
Why this is here
Setting labels: space station · deep space · orbit · near future · post-apocalyptic · war footing · military outpost · Earth under threat
Semantic match: ranked by setting
Distance: 0.1707
