IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v12y2023i7p1271-d1175994.html
   My bibliography  Save this article

Quantifying Dieback in a Vulnerable Population of Eucalyptus macrorhyncha Using Remote Sensing

Author

Listed:
  • Donna L. Fitzgerald

    (UniSA STEM, University of South Australia, Mawson Lakes, SA 5095, Australia)

  • Stefan Peters

    (UniSA STEM, University of South Australia, Mawson Lakes, SA 5095, Australia)

  • Gregory R. Guerin

    (School of Biological Sciences, University of Adelaide, Adelaide, SA 5005, Australia)

  • Andrew McGrath

    (Airborne Research Australia, Parafield, SA 5106, Australia)

  • Gunnar Keppel

    (UniSA STEM, University of South Australia, Mawson Lakes, SA 5095, Australia
    AMAP, Université de Montpellier, CIRAD, CNRS, INRAE, IRD, 34000 Montpellier, France)

Abstract

A disjunct population of red stringybark ( Eucalyptus macrorhyncha ) trees in South Australia is experiencing increasing amounts of dieback. Because the population is considered vulnerable to extinction, we investigated spatiotemporal vegetation changes, quantified the extent of dieback, and determined how topography influences dieback using aerial and satellite imagery. Classification of vegetation health status using hyperspectral aerial imagery indicated that 37% (accuracy = 0.87 Kappa) of the population was unhealthy and potentially experiencing dieback. When correlating this classification with a digital terrain model (DTM), the aspect and amount of solar radiation had the strongest relationship with the presence of unhealthy vegetation. PlanetScope satellite-derived, and spectral index-based analysis indicated that 7% of the red stringybark population experienced negative vegetation health changes during a five-year period (2017–2022), with positive vegetation health changes (9.5%) noted on pole-facing slopes. Therefore, our integrated remote sensing approach documented the extent and spatiotemporal dynamics of dieback, suggesting it could be applied in other studies. Topographical aspects exposed to high-solar radiation were particularly vulnerable to dieback, and pole-facing aspects demonstrated some recovery between droughts. The influence of topography and maps of vegetation health can be used to guide future management and restoration of the population.

Suggested Citation

  • Donna L. Fitzgerald & Stefan Peters & Gregory R. Guerin & Andrew McGrath & Gunnar Keppel, 2023. "Quantifying Dieback in a Vulnerable Population of Eucalyptus macrorhyncha Using Remote Sensing," Land, MDPI, vol. 12(7), pages 1-19, June.
    • Handle: RePEc:gam:jlands:v:12:y:2023:i:7:p:1271-:d:1175994
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/12/7/1271/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/12/7/1271/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Brendan Choat & Timothy J. Brodribb & Craig R. Brodersen & Remko A. Duursma & Rosana López & Belinda E. Medlyn, 2018. "Triggers of tree mortality under drought," Nature, Nature, vol. 558(7711), pages 531-539, June.
    2. Khalid A. Almalki & Rashad A. Bantan & Hasham I. Hashem & Oumar A. Loni & Moustafa A. Ali, 2017. "Improving geological mapping of the Farasan Islands using remote sensing and ground-truth data," Journal of Maps, Taylor & Francis Journals, vol. 13(2), pages 900-908, November.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Daijun Liu & Adriane Esquivel-Muelbert & Nezha Acil & Julen Astigarraga & Emil Cienciala & Jonas Fridman & Georges Kunstler & Thomas J. Matthews & Paloma Ruiz-Benito & Jonathan P. Sadler & Mart-Jan Sc, 2024. "Mapping multi-dimensional variability in water stress strategies across temperate forests," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    2. Dang, Hongzhong & Han, Hui & Chen, Shuai & Li, Mingyang, 2021. "A fragile soil moisture environment exacerbates the climate change-related impacts on the water use by Mongolian Scots pine (Pinus sylvestris var. mongolica) in northern China: Long-term observations," Agricultural Water Management, Elsevier, vol. 251(C).
    3. Alejandro Martínez-Calvo & Matthew D. Biviano & Anneline H. Christensen & Eleni Katifori & Kaare H. Jensen & Miguel Ruiz-García, 2024. "The fluidic memristor as a collective phenomenon in elastohydrodynamic networks," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    4. Xianliang Zhang & Tim Rademacher & Hongyan Liu & Lu Wang & Rubén D. Manzanedo, 2023. "Fading regulation of diurnal temperature ranges on drought-induced growth loss for drought-tolerant tree species," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    5. Song, Lining & Zhu, Jiaojun & Zheng, Xiao & Li, Xinjunyan & Wang, Kai & Zhang, Jinxin & Wang, Guochen & Sun, Haihong, 2023. "Water use dynamics of trees in a Pinus tabuliformis plantation in semiarid sandy regions, Northeast China," Agricultural Water Management, Elsevier, vol. 275(C).
    6. Mengyuan Zhang & Shuaipeng Chen & Wenping Liu, 2023. "Disentangling the Complexity of Regional Ecosystem Degradation: Uncovering the Interconnected Natural-Social Drivers of Quantity and Quality Loss," Land, MDPI, vol. 12(7), pages 1-18, June.
    7. Guo, Youzheng & Ma, Yingjun & Ding, Changjun & Di, Nan & Liu, Yang & Tan, Jianbiao & Zhang, Shusen & Yu, Weichen & Gao, Guixi & Duan, Jie & Xi, Benye & Li, Ximeng, 2023. "Plant hydraulics provide guidance for irrigation management in mature polar plantation," Agricultural Water Management, Elsevier, vol. 275(C).
    8. Dai, Junjie & Zhao, Ying & Seki, Katsutoshi & Wang, Li, 2024. "Changes in water-use strategies and soil water status of degraded poplar plantations in water-limited areas," Agricultural Water Management, Elsevier, vol. 296(C).
    9. Zihao Man & Shengquan Che & Changkun Xie & Ruiyuan Jiang & Anze Liang & Hao Wu, 2021. "Effect of Climate Change on CO 2 Flux in Temperate Grassland, Subtropical Artificial Coniferous Forest and Tropical Rain Forest Ecosystems," IJERPH, MDPI, vol. 18(24), pages 1-18, December.
    10. Zhang, Zhongdian & Huang, Mingbin, 2021. "Effect of root-zone vertical soil moisture heterogeneity on water transport safety in soil-plant-atmosphere continuum in Robinia pseudoacacia," Agricultural Water Management, Elsevier, vol. 246(C).
    11. Liu, Qiuyu & Peng, Changhui & Schneider, Robert & Cyr, Dominic & Liu, Zelin & Zhou, Xiaolu & Kneeshaw, Daniel, 2021. "TRIPLEX-Mortality model for simulating drought-induced tree mortality in boreal forests: Model development and evaluation," Ecological Modelling, Elsevier, vol. 455(C).
    12. Zihe, Liu & Guodong, Jia & Xinxiao, Yu & Weiwei, Lu & Libo, Sun & Yusong, Wang & Baheti, Zierdie, 2021. "Morphological trait as a determining factor for Populus simonii Carr. to survive from drought in semi-arid region," Agricultural Water Management, Elsevier, vol. 253(C).
    13. Zhao Li & Philippe Ciais & Jonathon S. Wright & Yong Wang & Shu Liu & Jingmeng Wang & Laurent Z. X. Li & Hui Lu & Xiaomeng Huang & Lei Zhu & Daniel S. Goll & Wei Li, 2023. "Increased precipitation over land due to climate feedback of large-scale bioenergy cultivation," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    14. Da Sois, Luca & Mencuccini, Maurizio & Castells, Eva & Sanchez-Martinez, Pablo & Martínez-Vilalta, Jordi, 2024. "How are physiological responses to drought modulated by water relations and leaf economics’ traits in woody plants?," Agricultural Water Management, Elsevier, vol. 291(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jlands:v:12:y:2023:i:7:p:1271-:d:1175994. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.