在气候变化时代,印度内陆水域入侵性鱼类的灭绝和迅速增长的威胁

Ashutosh Kumar Singh, S. Srivastava
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摘要

恒河中游捕获最多的入侵鱼类是鲤鱼、尼罗鱼和克拉利鱼。利用算法和时空种群动态模型计算了基于加权平均丰度的鱼类产量和生物量数据,以预测这些入侵鱼类的未来。以平均丰度加权为基础,确定了2020 - 2029年的时间生物量预测。研究结果预测2029年鲤鱼和罗非鱼的产量分别为176±16.33 kg km-1 day-1和55.43±6.4 kg km-1 day-1,这可能导致鲤鱼和罗非鱼的时间生物量在10年内分别增长117.87%和116.9%,而入侵非洲鲶鱼的时间生物量预计将增长139.2%。对入侵鲤鱼、罗非鱼和非洲鲶鱼的产量与降雨量和温度数据进行方差分析,方差为F=1.36;鲤鱼的p=0.263;F = 1.60;niloticus的p=0.326, F=1.63;C. gariepinus的p=0.101,表明罗非鱼和非洲鲶鱼的差异非常接近。观测到的方差值表明,气候变化对这两个物种的影响大于对普通鲤鱼的影响。考虑95%的上下置信水平计算具体值和预测值,结果显著(p<0.05), carpio、O. niloticus和C. gariepinus的年回归分别为p<0.464、p<0.419和p<0.499。此外,还评估了入侵的carpio、O. niloticus和C. gariepinus的交互表现,以了解入侵的崩溃。对入侵的罗非鱼、鲤鱼和非洲鲶鱼2020 - 2029年的平均丰度(以重量为基础)产量预测结果表明,恒河在未来几年将保持稳定的产量。在气候变化的时代,它也表现出一种积极的入侵模式,表现出入侵的崩溃。这表明鱼类入侵在时间和空间尺度上的压力增加,并对淡水生态系统提出了新的管理挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Invasion meltdown and burgeoning threats of invasive fish species in inland waters of India in the era of climate change
Cyprinus carpio, Oreochromis niloticus and Clarias gariepinus are the most abundantly captured invasive fish species in the mid-stretch of the Ganga river. Fish yield and biomass data based on mean abundance by weight was calculated using algorithms and spatio-temporal population dynamics model for future prediction of these invasive fish species. Temporal biomass forecast based on mean abundance by wieght for the period from 2020 to 2029 was determined. The findings of this study predicted fish yield of 176 ±16.33 kg km-1 day-1 C. carpio and 55.43 ± 6.4 kg km-1 day-1 O. niloticus during 2029 which might result into 117.87% and 116.9% rise in temporal biomass of Common Carp and Tilapia respectively in a decade's time while 139.2% rise in temporal biomass was predicted for the invasive African catfish. The yield of invasive Common Carp, Tilapia and African Catfish was correlated with rainfall and temperature data using ANOVA and we found that variance was F=1.36; p=0.263 for C. carpio; F=1.60; p=0.326 for O. niloticus and F=1.63; p=0.101 for C. gariepinus, indicating that variance was very close for Tilapia and African Catfish. The observed values of variance indicated that climatic changes had more impact to these two species than to the Common Carp. The concrete and forecast values were calculated considering 95% lower and upper level of confidence, which was significant (p<0.05) and the annual regression was found to be p<0.464, p<0.419 and p<0.499 for C. carpio, O. niloticus and C. gariepinus, respectively. Further, interactive performance of invaded C. carpio, O. niloticus and C. gariepinus was also assessed for understanding invasion meltdown. The results of mean abundance by weight based yield forecast of invaded Tilapia, Common Carp and African Catfish for the period of 2020 to 2029 suggest a stable production in the Ganga River in years to come. It also manifests a positive pattern of invasion in the times of climate change displaying invasion meltdown. This suggests increased pressures of fish invasions on temporal and spatial scales, and imposing new management challenges for freshwater ecosystems.
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