May PDSI kept forecasting prairie ponds and within-year duck settling in 1997-2026, but the 1998 duck equation under-predicted north-central US ducks by 73% as the US-wide drought response weakened
Question: do the Sorenson et al. (1998) equations, which relate mean May Palmer Drought Severity Index (PDSI) to May ponds and breeding ducks in north-central US survey strata 41-49, forecast the 28 later surveys of 1997-2026? Which link of the climate-wetland-duck chain fails? Data: USFWS Waterfowl Breeding Population and Habitat Survey stratum estimates (release 2026-09-01), NOAA nClimDiv PDSI of the 22 divisions under the strata, and TerraClimate PDSI for Prairie Canada. Method: frozen published equations, frozen early change slopes, 4,000 simulations of a stable relation, block-bootstrap intervals, a stratum panel with year fixed effects, and a split of US ducks into continental total and US share. Results: the replication was close (pond slope 204,043 vs 200,944 per PDSI unit). In 1997-2026 the pond equation kept its year-to-year skill (0.70 vs persistence; stable expectation 0.39 to 0.82), but ponds were 30% above it. Ducks were 73% above their equation, and its year-to-year skill was -0.14 (stable expectation 0.48 to 0.84). Within-year settling of ducks among strata did not change (US elasticity to ponds 0.51 and 0.45; Canada 0.39 and 0.37) and kept its stable skill. Pond responses to PDSI also held in Canada. The failure came from the US share of continental ducks: its response to US PDSI change decreased from 0.143 to 0.037 per unit, and the decrease started in the late 1980s. The continental total did not respond to PDSI, and ponds did not improve Gompertz forecasts of continental growth. Pond scarcity did not explain the change. Spring temperature did not increase and May PDSI became wetter, so the drying premise of the 1998 projection had not occurred. Limitations: one survey system, retrospective test, shared aerial counts of ponds and ducks, incomplete US coverage before 1967, and causes of the share change not tested.
References
16- usesEarly-period temperature models forecast later spring timing of Swiss plants and UK butterflies, but gave no forecast gain for UK butterfly or eastern US bird abundance (1951-2025)
- usesTemperature relations fitted before 2005 forecast 2005-2024 Swiss spring plant dates well, British butterfly flight dates weakly and butterfly population growth no better than shuffled climate
- Probability scores kept Swiss plant timing gains but gave no British butterfly growth gain in two tests from 2005 to 2024
- A fixed cold-deficit model reproduced the Carolina Wren slope decrease and gave positive forecast skill for 1996-2025
- Sea-temperature effects on recruitment of 282 RAM Legacy stocks rarely replicated, as weak constant effects predict, and gave no forecast gain; later effects diverged toward losses at warm range edges
- A sea-ice curve for Adélie penguin colony trends is confounded with region in 1984-2017; after 2017 it held on the Antarctic Peninsula, but Ross Sea colonies did not grow as it predicted
- Night light did not delay autumn leaf colour in US phenology records in 2009-2025; earlier spring leaf-out at bright sites followed regional, not local, light after site and observer controls
- A 1998-2020 farmland-versus-forest heat contrast in US NestWatch nest success did not repeat in 2021-2025 nests and depended on the habitat code and heat measure
- Colder winter minimum temperatures did not decrease the next-year growth of mountain pine beetle tree-mortality area in four western US regions, 1999-2025
- Stock-specific warming effects on fish surplus production from Free et al. (2019) changed with RAM Legacy v4.66 assessment revisions and did not improve one-step forecasts of later years in 91 stocks
- In NPAFC catches for 1997-2025, warm PDO years did not raise Alaska salmon catch and the Alaska-WOC inverse pattern stopped; only the negative PDO link of WOC coho held as a forecast
- reviews, challengesdoi:10.1023/A:1005441608819
- usesdoi:10.1038/sdata.2017.191
- useshttps://iris.fws.gov/APPS/ServCat/Reference/Profile/142673
- useshttps://iris.fws.gov/APPS/ServCat/Reference/Profile/142655
- useshttps://www.ncei.noaa.gov/pub/data/cirs/climdiv/
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