Antarctic moss stress assessment based on chlorophyll content and leaf density retrieved from imaging spectroscopy data

© 2015 The Authors New Phytologist © 2015 New Phytologist Trust.

Bibliographische Detailangaben
Veröffentlicht in:The New phytologist. - 1979. - 208(2015), 2 vom: 30. Okt., Seite 608-24
1. Verfasser: Malenovský, Zbyněk (VerfasserIn)
Weitere Verfasser: Turnbull, Johanna D, Lucieer, Arko, Robinson, Sharon A
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2015
Zugriff auf das übergeordnete Werk:The New phytologist
Schlagworte:Journal Article Research Support, Non-U.S. Gov't Bryum pseudotriquetrum Ceratodon purpureus Schistidium antarctici hyperspectral remote sensing leaf density (LD) moss chlorophyll content (Cab) stress imaging spectroscopy turf water content (TWC) mehr... Water 059QF0KO0R Chlorophyll 1406-65-1 chlorophyll b 5712ZB110R Chlorophyll A YF5Q9EJC8Y
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100 1 |a Malenovský, Zbyněk  |e verfasserin  |4 aut 
245 1 0 |a Antarctic moss stress assessment based on chlorophyll content and leaf density retrieved from imaging spectroscopy data 
264 1 |c 2015 
336 |a Text  |b txt  |2 rdacontent 
337 |a ƒaComputermedien  |b c  |2 rdamedia 
338 |a ƒa Online-Ressource  |b cr  |2 rdacarrier 
500 |a Date Completed 20.06.2016 
500 |a Date Revised 30.09.2020 
500 |a published: Print-Electronic 
500 |a Citation Status MEDLINE 
520 |a © 2015 The Authors New Phytologist © 2015 New Phytologist Trust. 
520 |a The health of several East Antarctic moss-beds is declining as liquid water availability is reduced due to recent environmental changes. Consequently, a noninvasive and spatially explicit method is needed to assess the vigour of mosses spread throughout rocky Antarctic landscapes. Here, we explore the possibility of using near-distance imaging spectroscopy for spatial assessment of moss-bed health. Turf chlorophyll a and b, water content and leaf density were selected as quantitative stress indicators. Reflectance of three dominant Antarctic mosses Bryum pseudotriquetrum, Ceratodon purpureus and Schistidium antarctici was measured during a drought-stress and recovery laboratory experiment and also with an imaging spectrometer outdoors on water-deficient (stressed) and well-watered (unstressed) moss test sites. The stress-indicating moss traits were derived from visible and near infrared turf reflectance using a nonlinear support vector regression. Laboratory estimates of chlorophyll content and leaf density were achieved with the lowest systematic/unsystematic root mean square errors of 38.0/235.2 nmol g(-1) DW and 0.8/1.6 leaves mm(-1) , respectively. Subsequent combination of these indicators retrieved from field hyperspectral images produced small-scale maps indicating relative moss vigour. Once applied and validated on remotely sensed airborne spectral images, this methodology could provide quantitative maps suitable for long-term monitoring of Antarctic moss-bed health 
650 4 |a Journal Article 
650 4 |a Research Support, Non-U.S. Gov't 
650 4 |a Bryum pseudotriquetrum 
650 4 |a Ceratodon purpureus 
650 4 |a Schistidium antarctici 
650 4 |a hyperspectral remote sensing 
650 4 |a leaf density (LD) 
650 4 |a moss chlorophyll content (Cab) 
650 4 |a stress imaging spectroscopy 
650 4 |a turf water content (TWC) 
650 7 |a Water  |2 NLM 
650 7 |a 059QF0KO0R  |2 NLM 
650 7 |a Chlorophyll  |2 NLM 
650 7 |a 1406-65-1  |2 NLM 
650 7 |a chlorophyll b  |2 NLM 
650 7 |a 5712ZB110R  |2 NLM 
650 7 |a Chlorophyll A  |2 NLM 
650 7 |a YF5Q9EJC8Y  |2 NLM 
700 1 |a Turnbull, Johanna D  |e verfasserin  |4 aut 
700 1 |a Lucieer, Arko  |e verfasserin  |4 aut 
700 1 |a Robinson, Sharon A  |e verfasserin  |4 aut 
773 0 8 |i Enthalten in  |t The New phytologist  |d 1979  |g 208(2015), 2 vom: 30. Okt., Seite 608-24  |w (DE-627)NLM09818248X  |x 1469-8137  |7 nnns 
773 1 8 |g volume:208  |g year:2015  |g number:2  |g day:30  |g month:10  |g pages:608-24 
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