Concepedia

Estimating impervious surfaces from medium spatial resolution imagery using the self-organizing map and multi-layer perceptron neural networks

Xuefei Hu, Qihao Weng

Remote Sensing of Environment · 2009 · 271 citations · 31 references

References

31

Impervious Surface Coverage: The Emergence of a Key Environmental Indicator

Chester Arnold, C. James Gibbons · Journal of the American Planning Association · 1996 · 2.1K citations

Planning, Community Planning, Urban Planning +14

Comparison of impervious surface area and normalized difference vegetation index as indicators of surface urban heat island effects in Landsat imagery

Fei Yuan, Marvin E. Bauer · Remote Sensing of Environment · 2006 · 1.6K citations

Natural Resources, Geoinformatics, Physical Geography +17

Introduction Neural networks in remote sensing

Peter M. Atkinson, A.R.L. Tatnall · International Journal of Remote Sensing · 1997 · 1K citations

Computing, Earth Sciences, Geospatial Artificial Intelligence +8

Neural-network-based cellular automata for simulating multiple land use changes using GIS

Xia Li, Anthony Gar‐On Yeh · International Journal of Geographical Information Systems · 2002 · 872 citations

Computing, Geoinformatics, Land-use Planning +15

Estimating impervious surface distribution by spectral mixture analysis

Changshan Wu, Alan T. Murray · Remote Sensing of Environment · 2003 · 799 citations

Natural Sciences, Geoinformatics, Remote Sensing +11