Development and application of predictive models of surface water extent to identify aquatic refuges in eastern Australian temporary stream networks

作者: Songyan Yu , Nick R. Bond , Stuart E. Bunn , Mark J. Kennard

DOI: 10.1029/2019WR025216

关键词:

摘要: Many organisms living in temporary streams rely on remnant surface water to survive during extended dry periods and recolonize newly established habitats when flow resumes. However, research the spatio‐temporal variations of extent for entire river networks is scarce. In this study, we first present a new field method rapid assessment. Next, develop predictive models relating observed environmental attributes at large number surveyed stream segments (n=241) eastern Australian coastal catchments. We use predict daily dynamics throughout over period 1911‐2017, based available long‐term influencing hydrological processes. find descriptors can be accurately predicted robust internal external validations. Environmental predictor variables representing gaining processes were more important predicting than losses. Simulated highly dynamic through space time, particularly inland streams, which driest average. Total length with ranged from 8,974 13,742 km across study period. Our presents novel practical approach quantifying extent, potential applicability other parts world. The simulated time used identify prioritize aquatic refuge areas that sustain biodiversity periods.

参考文章(57)
Matthew Wiener, Andy Liaw, Classification and Regression by randomForest ,(2007)
Richard A Olshen, Charles J Stone, Leo Breiman, Jerome H Friedman, Classification and regression trees ,(1983)
D.P. Ward, A. Petty, S.A. Setterfield, M.M. Douglas, K. Ferdinands, S.K. Hamilton, S. Phinn, Floodplain inundation and vegetation dynamics in the Alligator Rivers region (Kakadu) of northern Australia assessed using optical and radar remote sensing Remote Sensing of Environment. ,vol. 147, pp. 43- 55 ,(2014) , 10.1016/J.RSE.2014.02.009
Lindsay V Reynolds, Patrick B Shafroth, N LeRoy Poff, None, Modeled intermittency risk for small streams in the Upper Colorado River Basin under climate change Journal of Hydrology. ,vol. 523, pp. 768- 780 ,(2015) , 10.1016/J.JHYDROL.2015.02.025
Mandy C. Uys, Jay H. O'Keeffe, Simple Words and Fuzzy Zones: Early Directions for Temporary River Research in South Africa Environmental Management. ,vol. 21, pp. 517- 531 ,(1997) , 10.1007/S002679900047
K. L. Jaeger, J. D. Olden, N. A. Pelland, Climate change poised to threaten hydrologic connectivity and endemic fishes in dryland streams Proceedings of the National Academy of Sciences of the United States of America. ,vol. 111, pp. 13894- 13899 ,(2014) , 10.1073/PNAS.1320890111
ATTE MOILANEN, JOHN LEATHWICK, JANE ELITH, A method for spatial freshwater conservation prioritization Freshwater Biology. ,vol. 53, pp. 577- 592 ,(2008) , 10.1111/J.1365-2427.2007.01906.X
Angela H. Arthington, Julian D. Olden, Stephen R. Balcombe, Martin C. Thoms, Multi-scale environmental factors explain fish losses and refuge quality in drying waterholes of Cooper Creek, an Australian arid-zone river Marine and Freshwater Research. ,vol. 61, pp. 842- 856 ,(2010) , 10.1071/MF09096
J. L. Stein, M. F. Hutchinson, J. A. Stein, A new stream and nested catchment framework for Australia Hydrology and Earth System Sciences. ,vol. 18, pp. 1917- 1933 ,(2014) , 10.5194/HESS-18-1917-2014
Jeanne L. Nel, Dirk J. Roux, Robin Abell, Peter J. Ashton, Richard M. Cowling, Jonathan V. Higgins, Michele Thieme, Joshua H. Viers, Progress and challenges in freshwater conservation planning Aquatic Conservation-marine and Freshwater Ecosystems. ,vol. 19, pp. 474- 485 ,(2009) , 10.1002/AQC.1010