Department of Environmental Conservation, University of Massachusetts Amherst, Amherst, Massachusetts, United States of America.
Massachusetts Audubon Society, Wellfleet Bay Wildlife Sanctuary, South Wellfleet, Massachusetts, United States of America.
PLoS One. 2019 Jan 29;14(1):e0211503. doi: 10.1371/journal.pone.0211503. eCollection 2019.
Since the 1970s, the magnitude of turtle cold-stun strandings have increased dramatically within the northwestern Atlantic. Here, we examine oceanic, atmospheric, and biological factors that may affect the increasing trend of cold-stunned Kemp's ridleys in Cape Cod Bay, Massachusetts, United States of America. Using machine learning and Bayesian inference modeling techniques, we demonstrate higher cold-stunning years occur when the Gulf of Maine has warmer sea surface temperatures in late October through early November. Surprisingly, hatchling numbers in Mexico, a proxy for population abundance, was not identified as an important factor. Further, using our Bayesian count model and forecasted sea surface temperature projections, we predict more than 2,300 Kemp's ridley turtles may cold-stun annually by 2031 as sea surface temperatures continue to increase within the Gulf of Maine. We suggest warmer sea surface temperatures may have modified the northerly distribution of Kemp's ridleys and act as an ecological bridge between the Gulf Stream and nearshore waters. While cold-stunning may currently account for a minor proportion of juvenile mortality, we recommend continuing efforts to rehabilitate cold-stunned individuals to maintain population resiliency for this critically endangered species in the face of a changing climate and continuing anthropogenic threats.
自 20 世纪 70 年代以来,北大西洋西北部海龟因受冻而大批搁浅的情况急剧增加。在这里,我们研究了可能影响美国马萨诸塞州科德角湾凯普斯莱德利海龟受冻数量不断增加的海洋、大气和生物因素。我们使用机器学习和贝叶斯推断建模技术,证明当缅因湾的海洋表面温度在 10 月下旬至 11 月初升高时,更易发生受冻严重的年份。令人惊讶的是,墨西哥的幼龟数量(代表种群丰度的指标)并没有被确定为一个重要因素。此外,根据我们的贝叶斯计数模型和预测的海表温度预测,随着缅因湾的海表温度继续升高,到 2031 年,每年可能会有超过 2300 只凯普斯莱德利海龟因受冻而大量搁浅。我们认为,更温暖的海表温度可能改变了凯普斯莱德利海龟的北部分布,并成为墨西哥湾流和近岸水域之间的生态桥梁。虽然受冻目前可能只占幼龟死亡率的一小部分,但我们建议继续努力对受冻的个体进行康复,以保持这一面临气候变化和持续人为威胁的极度濒危物种的种群恢复力。