I think this paper needs to be taken with a sizable dose of salt.
I agree with the overall conclusions, that many butterfly species are less numerous than they once were, although some are increasing. But the methodology deserves looking at.
Take the picture example in the WaPo story: Giant Swallowtail. In many parts of its range (northeast and midwest, and here in the mid-Atlantic), it is clearly in decline -- in our case, because we don't actually have any native citrus species and the ornamental ones (that cresphontes will eat) we grow are not hardy. It's primary host here, prickly-ash, is vanishingly rare and a favorite deer snack. Yet Giant Swallowtail is a serious pest to citrus in Florida. The decline numbers result because the data are overwhelmingly drawn from established NABA counts, and counts in the midwest and northeast that used to see this species don't see it as much. Is the species "in trouble"? The conclusion one would draw from the paper is yes. The reality for the species is less clear.
In an embargoed news conference yesterday, one of the authors was asked a question about Florida White, Appias drusilla. The reporter asked what it meant that this species had a 100 percent decline, according to the paper. The researcher (who I am fairly confident has never seen Appias in the field or knows anything about its biology), confidently replied it was extirpated in the United States.
And yet ... I see it every time I go butterflying in Florida. In its habitat -- hardwood hammocks and evergreen tropical forest -- it can be a very common butterfly. It flies in the gloom of these habitats, and can even be observed nectaring in the dusk and at night. The iNat map for this species shows a ton of recent observations in southern Florida and the LRGV (a whopping 150 observations in 2024-25 alone, astounding for an extirpated species even if many of them came from the National Butterfly Center and environs). I did let the reporter (not WaPo) that Florida White is indeed alive and well in the US tropics/subtropics.
When I wrote to the researcher afterwards and questioned the characterization of Appias as extirpated, I was referred to the author who had crunched the numbers on this species--a data scientist, not a biologist or lepidopterist. He based his analysis exclusively on data from 20 NABA counts, 13 of which were in FL (and I am willing to bet none of them were in hammock or evergreen forest habitat). Some of the others were in the southwest or lower Great Plains, where Appias demonstrates a marked tendency toward vagrancy from its Mexican/borderland habitat, especially as a consequence of tropical weather events. Knowing that about Appias would have led me to exclude those counts as not representative of the health of Florida White populations in the U.S. That NABA counts -- which typically survey field/garden/open nectar habitats, let's be honest, unless we're looking specifically at/for a particular species -- were not seeing as many of this very distinctive pierid is, IMHO, not time to cue the pearl-clutching. And certainly not sufficient to declare an extirpation event.
I know that NABA and the fine insect data scientists who work with NABA numbers are at great pains to make the data as credible and robust as they can. Nevertheless, I am skeptical of just how meaningful the conclusions are with the underpinnings in the vagaries of NABA counts.
Makes for good reading perhaps, but not yet a foundation for good conservation action or conservation policy.