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DOI10.1109/IGARSS.2009.5417388
SPECTRAL CHARACTERISATION AND MAPPING OF WELWITSCHIA MIRABILIS IN NAMIBIA
Kellenberger, Roman1; Kneubuehler, Mathias2; Kellenberger, Tobias3
通讯作者Kellenberger, Roman
会议名称IEEE International Geoscience and Remote Sensing Symposium
会议日期JUL 12-17, 2009
会议地点Cape Town, SOUTH AFRICA
英文摘要

Remote Sensing bears the potential to contribute towards identification and mapping of endemic and endangered plant species. This study assesses the spatial distribution of Welwitschia mirabilis, an ancient desert plant species, in its natural habitat, Africa's Namib desert. Welwitschia mirabilis is one of the oldest plants in existence, some plants reach an age of up to 1500 years. Considered as a living fossil, the plant is difficult to map both due to the fragile ecosystem in which it lives, and the fact that a large part of its indigenous area is inaccessible as a result of diamond mining.


In a first step, various Welwitschia individuals from botanical institutions within Switzerland are spectrally characterized using an ASD FieldSpec3 spectroradiometer. These data sets are investigated to a) identify potential spectral differences within and among individuals and b) elaborate possible common spectral characteristics of the genus usable for remote sensing recognition. The results of these experiments show that the overall spectral behaviour of Welwitschia does not represent potential influencing factors like plant age, plant stress and environment, which makes the signal suitable for remote sensing species detection.


In a second step, mapping of individual Welwitschia plants is performed in a valley of the Namib-Naukluft Park using multispectral IKONOS satellite data of high spatial resolution. The plant species are classified using a maximum likelihood approach. It can be concluded that with the IKONOS data used, an adequate result may only be achieved under ideal conditions where Welwitschia individuals and additional plants (e.g, acacias, bushes) grow apart from each other on a homogeneous background consisting of bright gravel and sand. Despite the huge amount of shadow fractions within a plant pixel due to the spatial resolution of the image, the species Welwitschia was successfully detected by its typical spectral signal.


Spatial and spectral resolution remain a limiting factor in accurately mapping individual Welwitschia species and detecting them in a heterogeneously vegetated environment. Future spaceborne sensors of higher spatial and spectral resolution can further contribute towards an improved assessment of plant individuals from space and may therefore support the detection of threatened, invasive or prohibited species.


英文关键词Spectroscopy species mapping Welwitschia Mirabilis Namibia high resolution satellite data
来源出版物2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5
ISSN2153-6996
出版年2009
页码2742-+
ISBN978-1-4244-3394-0
出版者IEEE
类型Proceedings Paper
语种英语
国家Switzerland
收录类别CPCI-S
WOS记录号WOS:000281054101365
WOS类目Geosciences, Multidisciplinary ; Remote Sensing
WOS研究方向Geology ; Remote Sensing
资源类型会议论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/297528
作者单位1.Univ Zurich, Dept Biol, Winterthurerstr 190, CH-8057 Zurich, Switzerland;
2.Univ Zurich, Dept Geog, Remote Sensing Lab, CH-8057 Zurich, Switzerland;
3.Bundesamt Landestopog swisstopo, CH-3084 Waben, Switzerland
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Kellenberger, Roman,Kneubuehler, Mathias,Kellenberger, Tobias. SPECTRAL CHARACTERISATION AND MAPPING OF WELWITSCHIA MIRABILIS IN NAMIBIA[C]:IEEE,2009:2742-+.
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