Preliminary assessment of the uses of sensors and the spectral properties of weed and native species: in Kosciusko National Park, NSW, Australia

Chad Ajamian; Hsing Chung Chang; Kerrie Tomkins; Hillary Cherry; Mark Hamilton

doi:10.1109/ICSensT.2017.8304467

Preliminary assessment of the uses of sensors and the spectral properties of weed and native species: in Kosciusko National Park, NSW, Australia

Chad Ajamian, Hsing Chung Chang, Kerrie Tomkins, Hillary Cherry, Mark Hamilton

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

1 Citation (Scopus)

Abstract

This study aims to establish a proof-of-concept of using optical sensors to detect and determine the spectral properties of weed and native species in Kosciusko National Park (KNP), Australia. This involves interpretation of the spectral profile of the two weeds, namely Orange Hawkweed and Ox-Eye Daisy (in field and in lab), in contrast to their surrounding native vegetation. This paper presents a case study into the applicability of hyperspectral sensors, and discusses the collected spectral profiles. The preliminary results indicate that difference in profiles between the weeds and natives is large, and opens further research into determining if the profile is unique enough to then pick-up with remotely-sensed imagery collected by drones, aircraft, or satellites.

Original language	English
Title of host publication	2017 Eleventh International Conference on Sensing Technology (ICST)
Subtitle of host publication	proceedings
Place of Publication	Piscataway, NJ
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	265-269
Number of pages	5
ISBN (Electronic)	9781509065264, 9781509065257
ISBN (Print)	9781509065271
DOIs	https://doi.org/10.1109/ICSensT.2017.8304467
Publication status	Published - 2017
Event	2017 Eleventh International Conference on Sensing Technology - Sydney, Australia Duration: 4 Dec 2017 → 6 Dec 2017 Conference number: 11th

Conference

Conference	2017 Eleventh International Conference on Sensing Technology
Abbreviated title	ICST
Country/Territory	Australia
City	Sydney
Period	4/12/17 → 6/12/17

Keywords

Hyperspectral
Invasive Species
Multispectral
Remote Sensing
Spectroradiometry
Weed Management

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10.1109/ICSensT.2017.8304467

Cite this

Ajamian, C., Chang, H. C., Tomkins, K., Cherry, H., & Hamilton, M. (2017). Preliminary assessment of the uses of sensors and the spectral properties of weed and native species: in Kosciusko National Park, NSW, Australia. In 2017 Eleventh International Conference on Sensing Technology (ICST): proceedings (pp. 265-269). Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICSensT.2017.8304467

Ajamian, Chad ; Chang, Hsing Chung ; Tomkins, Kerrie et al. / Preliminary assessment of the uses of sensors and the spectral properties of weed and native species : in Kosciusko National Park, NSW, Australia. 2017 Eleventh International Conference on Sensing Technology (ICST): proceedings. Piscataway, NJ : Institute of Electrical and Electronics Engineers (IEEE), 2017. pp. 265-269

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abstract = "This study aims to establish a proof-of-concept of using optical sensors to detect and determine the spectral properties of weed and native species in Kosciusko National Park (KNP), Australia. This involves interpretation of the spectral profile of the two weeds, namely Orange Hawkweed and Ox-Eye Daisy (in field and in lab), in contrast to their surrounding native vegetation. This paper presents a case study into the applicability of hyperspectral sensors, and discusses the collected spectral profiles. The preliminary results indicate that difference in profiles between the weeds and natives is large, and opens further research into determining if the profile is unique enough to then pick-up with remotely-sensed imagery collected by drones, aircraft, or satellites.",

keywords = "Hyperspectral, Invasive Species, Multispectral, Remote Sensing, Spectroradiometry, Weed Management",

author = "Chad Ajamian and Chang, {Hsing Chung} and Kerrie Tomkins and Hillary Cherry and Mark Hamilton",

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doi = "10.1109/ICSensT.2017.8304467",

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note = "2017 Eleventh International Conference on Sensing Technology, ICST ; Conference date: 04-12-2017 Through 06-12-2017",

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Ajamian, C, Chang, HC , Tomkins, K, Cherry, H & Hamilton, M 2017, Preliminary assessment of the uses of sensors and the spectral properties of weed and native species: in Kosciusko National Park, NSW, Australia. in 2017 Eleventh International Conference on Sensing Technology (ICST): proceedings. Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, pp. 265-269, 2017 Eleventh International Conference on Sensing Technology, Sydney, New South Wales, Australia, 4/12/17. https://doi.org/10.1109/ICSensT.2017.8304467

Preliminary assessment of the uses of sensors and the spectral properties of weed and native species: in Kosciusko National Park, NSW, Australia. / Ajamian, Chad; Chang, Hsing Chung ; Tomkins, Kerrie et al.
2017 Eleventh International Conference on Sensing Technology (ICST): proceedings. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), 2017. p. 265-269.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

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Ajamian C, Chang HC , Tomkins K, Cherry H, Hamilton M. Preliminary assessment of the uses of sensors and the spectral properties of weed and native species: in Kosciusko National Park, NSW, Australia. In 2017 Eleventh International Conference on Sensing Technology (ICST): proceedings. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE). 2017. p. 265-269 doi: 10.1109/ICSensT.2017.8304467

Preliminary assessment of the uses of sensors and the spectral properties of weed and native species: in Kosciusko National Park, NSW, Australia

Abstract

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Keywords

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