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根据美国太平洋西北地区淡水大型无脊椎动物的模拟溪流温度和区域分类标准得出的改善的热偏好和应激源指数。

Improved thermal preferences and a stressor index derived from modeled stream temperatures and regional taxonomic standards for freshwater macroinvertebrates of the Pacific Northwest, USA.

作者信息

Hubler Shannon, Stamp Jen, Sullivan Sean P, Fernandez Mark, Larson Chad, Macneale Kate, Wisseman Robert W, Plotnikoff Rob, Bierwagen Britta

机构信息

Oregon Department of Environmental Quality, 3150 NW 229th Ave., Hillsboro, OR 97124, USA.

Tetra Tech, Inc., Bristol, NH 03222, USA.

出版信息

Ecol Indic. 2024 Mar 11;160:111869. doi: 10.1016/j.ecolind.2024.111869.

Abstract

Benthic macroinvertebrate taxa vary in their sensitivities to water quality and habitat conditions, contributing to their extensive use as ecological indicators. As climate change and landscape alteration increasingly impact stream temperatures, interest is growing in expanding our knowledge of how macroinvertebrates are affected by current and future thermal conditions. Using samples from 3501 sites, we evaluated relationships between macroinvertebrate taxa and modeled stream temperatures across Oregon and Washington, in the U.S. Pacific Northwest. We used Maximum Weekly Maximum Temperature (MWMT) values from the NorWeST temperature dataset, which is the same metric used for numeric water temperature standards in Oregon and Washington. MWMT captures peak thermal stress, when cold-water adapted aquatic biota are closest to their upper physiological limits. For each macroinvertebrate taxon, we characterized relationships between MWMT and their distributions with three measures: 1) central thermal tendency, based on weighted average (WA) optima calculations and relative abundance data; 2) lower and upper thermal limits, based on the 10th and 90th percentiles of taxon occurrence, using presence data; and 3) thermal sensitivity curve shape, based on Generalized Additive Model (GAM) plots. We assigned 521 taxa, from species to phyla, to seven thermal preference categories, ranging from cold and warm stenotherms (narrow range) to eurythermal (wide range). Thermal sensitivity and variability within each taxonomic group were identified for establishing taxonomic targets for regional monitoring programs. We also developed the Macroinvertebrate Thermal Tolerance Index (MTTI) to represent the assemblage-level response to available thermal habitats, using WA optima and relative abundances for 324 taxa. The MTTI model had a strong relationship with modeled temperatures (R = 0.68) and a root-mean-square-error of 2.5 °C. Our work builds on previous regional and national efforts to identify thermal indicator taxa by using modeled stream network temperatures and a thermal metric that corresponds directly to regional water temperature standards. Both the taxa thermal preferences and the MTTI can be used to help identify causes of biological impairment, prioritize restoration and protection actions, and monitor assemblage-wide changes in thermal tolerance over time.

摘要

底栖大型无脊椎动物类群对水质和栖息地条件的敏感度各不相同,这使得它们被广泛用作生态指标。随着气候变化和景观改变对溪流温度的影响日益增加,人们越来越有兴趣进一步了解大型无脊椎动物如何受到当前和未来热条件的影响。我们利用来自3501个地点的样本,评估了美国太平洋西北地区俄勒冈州和华盛顿州大型无脊椎动物类群与模拟溪流温度之间的关系。我们使用了NorWeST温度数据集中的每周最高温度(MWMT)值,这也是俄勒冈州和华盛顿州数字水温标准所采用的指标。MWMT捕捉到了峰值热应激,此时适应冷水的水生生物最接近其生理上限。对于每个大型无脊椎动物类群,我们用三种方法描述了MWMT与其分布之间的关系:1)基于加权平均(WA)最适值计算和相对丰度数据的中心热趋势;2)基于类群出现的第10和第90百分位数,使用存在数据的下限和上限热极限;3)基于广义相加模型(GAM)图的热敏感度曲线形状。我们将从物种到门的521个类群分为七个热偏好类别,范围从冷和暖狭温性(窄范围)到广温性(宽范围)。确定了每个分类组内的热敏感度和变异性,以便为区域监测计划建立分类目标。我们还开发了大型无脊椎动物耐热性指数(MTTI),以利用324个类群的WA最适值和相对丰度来表示群落水平对可用热栖息地的反应。MTTI模型与模拟温度有很强的关系(R = 0.68),均方根误差为2.5°C。我们的工作建立在之前区域和国家层面的努力基础之上,通过使用模拟的河网温度和直接对应于区域水温标准的热指标来识别热指示类群。类群的热偏好和MTTI都可用于帮助确定生物受损的原因、确定恢复和保护行动的优先级,以及监测群落范围内耐热性随时间的变化。

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