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从陆地卫星(1985-2019 年)看濒危的三角洲西鲱热栖息地条件的下降。

Decline in Thermal Habitat Conditions for the Endangered Delta Smelt as Seen from Landsat Satellites (1985-2019).

机构信息

NASA Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Dr., Pasadena, California 91109, United States.

University of California, Merced, 5200 Lake Road, Merced, California 95343, United States.

出版信息

Environ Sci Technol. 2022 Jan 4;56(1):185-193. doi: 10.1021/acs.est.1c02837. Epub 2021 Dec 21.

Abstract

This study uses Landsat 5, 7, and 8 level 2 collection 2 surface temperature to examine habitat suitability conditions spanning 1985-2019, relative to the thermal tolerance of the endemic and endangered delta smelt () and two non-native fish, the largemouth bass () and Mississippi silverside () in the upper San Francisco Estuary. This product was validated using thermal radiometer data collected from 2008 to 2019 from a validation site on a platform in the Salton Sea (RMSE = 0.78 °C, = 0.99, = 0.99, < 0.01, and = 237). Thermally unsuitable habitat, indicated by annual maximum water surface temperatures exceeding critical thermal maximum temperatures for each species, increased by 1.5 km yr for the delta smelt with an inverse relationship to the delta smelt abundance index from the California Department of Fish and Wildlife ( = -0.44, = 0.2, < 0.01). Quantile and Theil-Sen regression showed that the delta smelt are unable to thrive when the thermally unsuitable habitat exceeds 107 km. A habitat unsuitable for the delta smelt but survivable for the non-natives is expanding by 0.82 km yr. Warming waters in the San Francisco Estuary are reducing the available habitat for the delta smelt.

摘要

本研究利用 Landsat 5、7 和 8 级 2 集合 2 表面温度,考察了 1985 年至 2019 年期间的栖息地适宜性条件,与特有濒危的三角洲西鲱(Hypomesus transpacificus)和两种非本地鱼类——大口黑鲈(Micropterus salmoides)和银汉鱼(Menidia beryllina)的热耐受极限相对应。该产品在 Salton Sea 的一个平台上使用 2008 年至 2019 年收集的热辐射计数据进行了验证(RMSE = 0.78°C, = 0.99, = 0.99,<0.01, = 237)。由于年最大水面温度超过了每种物种的临界热最大值,因此不适宜的热栖息地每年增加 1.5 公里,与加利福尼亚鱼类和野生动物部的 delta smelt 丰度指数呈反比( = -0.44, = 0.2,<0.01)。分位数和 Theil-Sen 回归表明,当不适宜的热栖息地超过 107 公里时,delta smelt 将无法茁壮成长。一种不适宜 delta smelt 生存但可生存于非本地鱼类的栖息地,每年增加 0.82 公里。旧金山湾的水温升高正在减少 delta smelt 的可用栖息地。

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