UAV-based remote sensing for evaluation of drought tolerance in forage grasses

Peter Lootens; Wouter H. Maes; Tom De Swaef; Jonas Aper; Koen Mertens; Kathy Steppe; Joost Baert; Isabel Roldán-Ruiz

UAV-based remote sensing for evaluation of drought tolerance in forage grasses

Peter Lootens, Wouter H. Maes, Tom De Swaef, Jonas Aper, Koen Mertens, Kathy Steppe, Joost Baert, Isabel Roldán-Ruiz

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › C1: Artikels in proceedings van wetenschappelijke congressen, die niet inbegrepen zijn in A1, A2, A3 of P1 › peer review

Uittreksel

Global climate change is likely to create more and longer-lasting drought periods,
which will have a negative effect on the performance of forage grasses.
Existing varieties should be evaluated for drought tolerance and new, more
drought tolerant varieties should be developed. Drought stress tolerance is currently assessed using visual scores, but new techniques and technologies such as imagery from airborne vehicles have the potential to make such assessments more automatic and objective. The aim of this study was to evaluate UAV-based remote sensing, using an unmanned aerial vehicles (UAV or
drone) equipped with a visual and thermal camera as an alternative for scoring
forage grasses for drought tolerance. A very good correlation (0.866) was
found between the imagery-based indices and the visual scores assigned to
individual plants by the breeder. This opens perspectives for using UAV-based
remote sensing for breeding for drought tolerance in forage grasses.

Oorspronkelijke taal	Engels
Titel	Breeding in a world of scarcity: proceedings of the 2015 meeting of the section "Forage crops and amenity grasses" of Eucarpia
Editors	Isabel Roldán-Ruiz, Joost Baert, Dirk Reheul
Uitgeverij	Springer International Publishing Switzerland
Publicatiedatum	24-jun.-2016
Pagina's	111-116
Publicatiestatus	Gepubliceerd - 24-jun.-2016
Evenement	31st International Eucarpia Symposium (2015): Section Fodder Crops and Amenity Grasses: Breeding in a World of Scarcity - Gent, België Duur: 13-sep.-2015 → 17-sep.-2015

1 Afgerond
1 Actief

FENOGRAS: Fenotypering Engels raaigras via beeldanalyse
Lootens, P., Roldán-Ruiz, I., Ruttink, T., De Swaef, T., Ghesquiere, A., Aper, J. & Borra Serrano, I.
1/01/10 → …
Project: Onderzoek
ISENSE: ILVO Sensor & Remote Sensing Platform
Vangeyte, J., Broekaert, K., De Swaef, T., Demeyer, P., Heungens, K., Heyndrickx, M., Lootens, P., Robbens, J., Roldán-Ruiz, I., Tuyttens, F., Sonck, B., Van Nuffel, A., Van De Vijver, R., Givanoudi, S., Mertens, K., Zhuang, S. & Borra Serrano, I.
15/10/15 → 15/10/19
Project: Onderzoek

Dit citeren

Lootens, P., Maes, W. H., De Swaef, T., Aper, J., Mertens, K., Steppe, K., Baert, J., & Roldán-Ruiz, I. (2016). UAV-based remote sensing for evaluation of drought tolerance in forage grasses. In I. Roldán-Ruiz, J. Baert, & D. Reheul (editors), Breeding in a world of scarcity: proceedings of the 2015 meeting of the section "Forage crops and amenity grasses" of Eucarpia (blz. 111-116). Springer International Publishing Switzerland.

Lootens, Peter ; Maes, Wouter H. ; De Swaef, Tom et al. / UAV-based remote sensing for evaluation of drought tolerance in forage grasses. Breeding in a world of scarcity: proceedings of the 2015 meeting of the section "Forage crops and amenity grasses" of Eucarpia. bewerker / Isabel Roldán-Ruiz ; Joost Baert ; Dirk Reheul. Springer International Publishing Switzerland, 2016. blz. 111-116

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title = "UAV-based remote sensing for evaluation of drought tolerance in forage grasses",

abstract = "Global climate change is likely to create more and longer-lasting drought periods,which will have a negative effect on the performance of forage grasses.Existing varieties should be evaluated for drought tolerance and new, moredrought tolerant varieties should be developed. Drought stress tolerance is currently assessed using visual scores, but new techniques and technologies such as imagery from airborne vehicles have the potential to make such assessments more automatic and objective. The aim of this study was to evaluate UAV-based remote sensing, using an unmanned aerial vehicles (UAV ordrone) equipped with a visual and thermal camera as an alternative for scoringforage grasses for drought tolerance. A very good correlation (0.866) wasfound between the imagery-based indices and the visual scores assigned toindividual plants by the breeder. This opens perspectives for using UAV-basedremote sensing for breeding for drought tolerance in forage grasses.",

author = "Peter Lootens and Maes, {Wouter H.} and {De Swaef}, Tom and Jonas Aper and Koen Mertens and Kathy Steppe and Joost Baert and Isabel Rold{\'a}n-Ruiz",

year = "2016",

month = jun,

day = "24",

language = "English",

pages = "111--116",

editor = "Isabel Rold{\'a}n-Ruiz and Joost Baert and Dirk Reheul",

booktitle = "Breeding in a world of scarcity: proceedings of the 2015 meeting of the section {"}Forage crops and amenity grasses{"} of Eucarpia",

publisher = "Springer International Publishing Switzerland",

note = "2015 Meeting of the Section {"}Forage Crops and Amenity Grasses{"} of Eucarpia ; Conference date: 13-09-2015 Through 17-09-2015",

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Lootens, P, Maes, WH, De Swaef, T, Aper, J, Mertens, K, Steppe, K, Baert, J & Roldán-Ruiz, I 2016, UAV-based remote sensing for evaluation of drought tolerance in forage grasses. in I Roldán-Ruiz, J Baert & D Reheul (eds), Breeding in a world of scarcity: proceedings of the 2015 meeting of the section "Forage crops and amenity grasses" of Eucarpia. Springer International Publishing Switzerland, blz. 111-116, 31st International Eucarpia Symposium (2015), Gent, België, 13/09/15.

UAV-based remote sensing for evaluation of drought tolerance in forage grasses. / Lootens, Peter; Maes, Wouter H.; De Swaef, Tom et al.

Breeding in a world of scarcity: proceedings of the 2015 meeting of the section "Forage crops and amenity grasses" of Eucarpia. ed. / Isabel Roldán-Ruiz; Joost Baert; Dirk Reheul. Springer International Publishing Switzerland, 2016. blz. 111-116.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › C1: Artikels in proceedings van wetenschappelijke congressen, die niet inbegrepen zijn in A1, A2, A3 of P1 › peer review

TY - CHAP

T1 - UAV-based remote sensing for evaluation of drought tolerance in forage grasses

AU - Lootens, Peter

AU - Maes, Wouter H.

AU - De Swaef, Tom

AU - Aper, Jonas

AU - Mertens, Koen

AU - Steppe, Kathy

AU - Baert, Joost

AU - Roldán-Ruiz, Isabel

PY - 2016/6/24

Y1 - 2016/6/24

N2 - Global climate change is likely to create more and longer-lasting drought periods,which will have a negative effect on the performance of forage grasses.Existing varieties should be evaluated for drought tolerance and new, moredrought tolerant varieties should be developed. Drought stress tolerance is currently assessed using visual scores, but new techniques and technologies such as imagery from airborne vehicles have the potential to make such assessments more automatic and objective. The aim of this study was to evaluate UAV-based remote sensing, using an unmanned aerial vehicles (UAV ordrone) equipped with a visual and thermal camera as an alternative for scoringforage grasses for drought tolerance. A very good correlation (0.866) wasfound between the imagery-based indices and the visual scores assigned toindividual plants by the breeder. This opens perspectives for using UAV-basedremote sensing for breeding for drought tolerance in forage grasses.

AB - Global climate change is likely to create more and longer-lasting drought periods,which will have a negative effect on the performance of forage grasses.Existing varieties should be evaluated for drought tolerance and new, moredrought tolerant varieties should be developed. Drought stress tolerance is currently assessed using visual scores, but new techniques and technologies such as imagery from airborne vehicles have the potential to make such assessments more automatic and objective. The aim of this study was to evaluate UAV-based remote sensing, using an unmanned aerial vehicles (UAV ordrone) equipped with a visual and thermal camera as an alternative for scoringforage grasses for drought tolerance. A very good correlation (0.866) wasfound between the imagery-based indices and the visual scores assigned toindividual plants by the breeder. This opens perspectives for using UAV-basedremote sensing for breeding for drought tolerance in forage grasses.

M3 - C1: Articles in proceedings

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EP - 116

BT - Breeding in a world of scarcity: proceedings of the 2015 meeting of the section "Forage crops and amenity grasses" of Eucarpia

A2 - Roldán-Ruiz, Isabel

A2 - Baert, Joost

A2 - Reheul, Dirk

PB - Springer International Publishing Switzerland

T2 - 2015 Meeting of the Section "Forage Crops and Amenity Grasses" of Eucarpia

Y2 - 13 September 2015 through 17 September 2015

ER -

Lootens P, Maes WH, De Swaef T, Aper J, Mertens K, Steppe K et al. UAV-based remote sensing for evaluation of drought tolerance in forage grasses. In Roldán-Ruiz I, Baert J, Reheul D, bewerkers, Breeding in a world of scarcity: proceedings of the 2015 meeting of the section "Forage crops and amenity grasses" of Eucarpia. Springer International Publishing Switzerland. 2016. blz. 111-116

UAV-based remote sensing for evaluation of drought tolerance in forage grasses

Uittreksel

Projecten

FENOGRAS: Fenotypering Engels raaigras via beeldanalyse

ISENSE: ILVO Sensor & Remote Sensing Platform

Dit citeren