Water observations from space: Mapping surface water from 25 years of Landsat imagery across Australia

REMOTE SENSING OF ENVIRONMENT

卷:174

Article

Mueller, N.¹  Lewis, A.¹  Roberts, D.^1,2  Ring, S.¹  Melrose, R.¹  Sixsmith, J.¹  Lymburner, L.¹  McIntyre, A.¹  Tan, P.¹  Curnow, S.¹  Ip, A.¹ 

[1] Geosci Australia, GPO Box 378, Canberra, ACT 2601, Australia

[2] Australian Natl Univ, GPO Box 4, Canberra, ACT 2601, Australia

关键词: Landsat;    Surface water;    Flood;    Time series;    Water resources;   

DOI  :  10.1016/j.rse.2015.11.003

来源: Elsevier

【 摘 要 】

Following extreme flooding in eastern Australia in 2011, the Australian Government established a programme to improve access to flood information across Australia. As part of this, a project was undertaken to map the extent of surface water across Australia using the multi-decadal archive of Landsat satellite imagery. A water detection algorithm was used based on a decision tree classifier, and a comparison methodology using a logistic regression. This approach provided an understanding of the confidence in the water observations. The results were used to map the presence of surface water across the entire continent from every observation of 27 years of satellite imagery. The Water Observation from Space (WOES) product provides insight into the behaviour of surface water across Australia through time, demonstrating where water is persistent, such as in reservoirs, and where it is ephemeral, such as on floodplains during a flood. In addition the WOfS product is useful for studies of wetland extent, aquatic species behaviour, hydrological models, land surface process modelling and groundwater recharge. This paper describes the WOES methodology and shows how similar time-series analyses of nationally significant environmental variables might be conducted at the continental scale. Crown Copyright (C) 2015 Published by Elsevier Inc.

【 授权许可】

Free