Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1109/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 |
ISSN | 2153-6996 |
出版年 | 2009 |
页码 | 2742-+ |
ISBN | 978-1-4244-3394-0 |
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 |
推荐引用方式 GB/T 7714 | Kellenberger, Roman,Kneubuehler, Mathias,Kellenberger, Tobias. SPECTRAL CHARACTERISATION AND MAPPING OF WELWITSCHIA MIRABILIS IN NAMIBIA[C]:IEEE,2009:2742-+. |
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