Hyperspectral modeling of ecological indicators – A new approach for monitoring former military training areas

作者: Laura Luft , Carsten Neumann , Matthias Freude , Niels Blaum , Florian Jeltsch

DOI: 10.1016/J.ECOLIND.2014.06.025

关键词:

摘要: Abstract Military areas are valuable habitats and refuges for rare endangered plants animals. We developed a new approach applying innovative methods of hyperspectral remote sensing to bridge the existing gap between technology demands nature conservation community. Remote has already proven be monitoring instrument. However, approaches lack consideration applied which includes legal EU Habitat Directive. Following idea Vital Signs Monitoring in USA, we identified subset highest priority indicators our study area. analyzed continuous spectral response curves tested measurability N = 19 on basis complexity levels aggregated from extensive vegetation assemblages. The differentiability floristic as well faunistic revealed values up 100% accuracy. point out difficulties when it comes distinguishing habitat requirements several species adapted dry open landscapes, this case results O verall accuracy 67, 87–95, 35% error matrix. In summary, provide an applicable feasible method facilitating military by following.

参考文章(74)
Alfred Colpaert, Jouko Kumpula, Mauri Nieminen, Reindeer Pasture Biomass Assessment Using Satellite Remote Sensing Arctic. ,vol. 56, pp. 147- 158 ,(2003) , 10.14430/ARCTIC610
Russell G. Congalton, A review of assessing the accuracy of classifications of remotely sensed data Remote Sensing of Environment. ,vol. 37, pp. 35- 46 ,(1991) , 10.1016/0034-4257(91)90048-B
I. Herrmann, A. Karnieli, D. J. Bonfil, Y. Cohen, V. Alchanatis, SWIR-based spectral indices for assessing nitrogen content in potato fields Journal of remote sensing. ,vol. 31, pp. 5127- 5143 ,(2010) , 10.1080/01431160903283892
Steven D. Warren, Scott W. Holbrook, Debra A. Dale, Nathaniel L. Whelan, Martin Elyn, Wolfgang Grimm, Anke Jentsch, Biodiversity and the Heterogeneous Disturbance Regime on Military Training Lands Restoration Ecology. ,vol. 15, pp. 606- 612 ,(2007) , 10.1111/J.1526-100X.2007.00272.X
S. G. Fancy, J. E. Gross, S. L. Carter, Monitoring the condition of natural resources in US national parks Environmental Monitoring and Assessment. ,vol. 151, pp. 161- 174 ,(2009) , 10.1007/S10661-008-0257-Y
Woody Turner, Sacha Spector, Ned Gardiner, Matthew Fladeland, Eleanor Sterling, Marc Steininger, Remote sensing for biodiversity science and conservation Trends in Ecology and Evolution. ,vol. 18, pp. 306- 314 ,(2003) , 10.1016/S0169-5347(03)00070-3
Gerald J. Niemi, Michael E. McDonald, Application of Ecological Indicators Annual Review of Ecology, Evolution, and Systematics. ,vol. 35, pp. 89- 111 ,(2004) , 10.1146/ANNUREV.ECOLSYS.35.112202.130132
Driss Haboudane, John R. Miller, Nicolas Tremblay, Pablo J. Zarco-Tejada, Louise Dextraze, Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture Remote Sensing of Environment. ,vol. 81, pp. 416- 426 ,(2002) , 10.1016/S0034-4257(02)00018-4
Jeremy T. Kerr, Marsha Ostrovsky, From space to species: ecological applications for remote sensing Trends in Ecology and Evolution. ,vol. 18, pp. 299- 305 ,(2003) , 10.1016/S0169-5347(03)00071-5
J. E. VOGELMANN, B. N. ROCK, D. M. MOSS, Red edge spectral measurements from sugar maple leaves International Journal of Remote Sensing. ,vol. 14, pp. 1563- 1575 ,(1993) , 10.1080/01431169308953986