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Journal of the Australian Rangeland Society
RESEARCH ARTICLE (Open Access)

Understanding the spatiotemporal dynamics of understorey biomass in semi-arid woodlands of south-eastern Australia

Linda Riquelme https://orcid.org/0000-0001-5742-8364 A * , Libby Rumpff A , David H. Duncan A and Peter A. Vesk A
+ Author Affiliations
- Author Affiliations

A School of Ecosystem and Forest Sciences, The University of Melbourne, Vic. 3010, Australia.


The Rangeland Journal 44(1) 47-59 https://doi.org/10.1071/RJ21060
Submitted: 9 December 2021  Accepted: 7 March 2022   Published: 19 April 2022

© 2022 The Author(s) (or their employer(s)). Published by CSIRO Publishing on behalf of the Australian Rangeland Society. This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND)

Abstract

When managing grazing pressure for conservation, understanding forage dynamics is essential. In south-eastern Australia, ongoing grazing is inhibiting regeneration in several semi-arid woodland communities. Western grey kangaroos (Macropus fuliginosus (Desmarest, 1817)) have been identified as a key component of total grazing pressure. They are thought to switch from grass to lower-quality browse, including tree seedlings, when grass biomass falls below 400 kg ha−1. One static threshold may not adequately capture the spatial and temporal hazard associated with kangaroo grazing, and this study aimed to explore how grassy biomass varies across a case-study landscape. Understorey biomass and species composition data were collected in the field on seven occasions between December 2016 and May 2019. We used Generalised Linear Mixed Models (GLMMs) to describe the influence of environmental and herbivory variables on total (live and dead) understorey, live understorey, and grass (live and dead) biomass. Canopy cover showed the strongest influence on understorey biomass, with more biomass found in open sites than in woodland. Understorey biomass levels were lowest in summer and autumn. Grass biomass, in particular, fell below the 400 kg ha−1 forage-switch threshold in wooded areas during this time. We anticipate that an increased understanding of understorey biomass dynamics will inform managers as to when and where to focus management efforts to promote regeneration and sustained recovery of these semi-arid woodlands. Results of this study suggest that conducting management efforts before the summer/autumn decline in understorey biomass, particularly in woodlands, is critical in reducing the browsing risk to seedlings.

Keywords: grazing management, grazing pressure, herbage mass, herbivory by kangaroos, regeneration, semiarid rangelands.


References

Akaike H (1973) Information Theory and an Extension of the Maximum Likelihood Principle. In ‘Proceeding of the Second International Symposium on Information Theory’. pp. 267–281. (Akademiai Kiado: Budapest, Hungary)

Bailey, DW, Gross, JE, Laca, EA, Rittenhouse, LR, Coughenour, MB, Swift, DM, and Sims, PL (1996). Mechanisms that result in large herbivore grazing distribution patterns. Journal of Range Management 49, 386–400.
Mechanisms that result in large herbivore grazing distribution patterns.Crossref | GoogleScholarGoogle Scholar |

Barker RD (1987) The diet of herbivores in the sheep rangelands. In ‘Kangaroos: their ecology and management in the sheep rangelands of Australia’. (Eds G Caughley, N Shepherd, J Short) pp. 69–83. (Cambridge University Press: Cambridge, UK)

Bates, D, Mächler, M, Bolker, B, and Walker, S (2015). Fitting linear mixed-effects models using lme4. Journal of Statistical Software 67, 1–48.

Beale, IF (1973). Tree density effects on yields of herbage and tree components in south west Queensland mulga (Acacia aneura F. Muell.) scrub. Tropical Grasslands 7, 135–142.

Bennett, A, Duncan, DH, Rumpff, L, and Vesk, PA (2020). Disentangling chronic regeneration failure in endangered woodland ecosystems. Ecosphere 11, e02998.
Disentangling chronic regeneration failure in endangered woodland ecosystems.Crossref | GoogleScholarGoogle Scholar |

Blaser, WJ, Sitters, J, Hart, SP, Edwards, PJ, and Venterink, HO (2013). Facilitative or competitive effects of woody plants on understorey vegetation depend on N-fixation, canopy shape and rainfall. Journal of Ecology 101, 1598–1603.
Facilitative or competitive effects of woody plants on understorey vegetation depend on N-fixation, canopy shape and rainfall.Crossref | GoogleScholarGoogle Scholar |

Bradshaw, CJA, and Warkentin, IG (2015). Global estimates of boreal forest carbon stocks and flux. Global and Planetary Change 128, 24–30.
Global estimates of boreal forest carbon stocks and flux.Crossref | GoogleScholarGoogle Scholar |

Bureau of Meteorology (2020) Australian Landscape Water Balance. Bureau of Meteorology. Available at http://www.bom.gov.au/water/landscape/#/sm/Actual/day/ [Accessed 5 February 2020]

Bureau of Meteorology (2021a) Monthly Rainfall - 076065 - Bureau of Meteorology. Available at http://www.bom.gov.au/jsp/ncc/cdio/weatherData/av?p_nccObsCode=139&p_display_type=dataFile&p_startYear=&p_c=&p_stn_num=076065 [Accessed 23 November 2021]

Bureau of Meteorology (2021b) Mean Minimum Temperature - 076064 - Bureau of Meteorology. Available at http://www.bom.gov.au/jsp/ncc/cdio/weatherData/av?p_nccObsCode=38&p_display_type=dataFile&p_startYear=&p_c=&p_stn_num=076064 [Accessed 23 November 2021]

Bureau of Meteorology (2021c) Mean Maximum Temperature - 076064 - Bureau of Meteorology. Available at http://www.bom.gov.au/jsp/ncc/cdio/weatherData/av?p_nccObsCode=36&p_display_type=dataFile&p_startYear=&p_c=&p_stn_num=076064 [Accessed 23 November 2021]

Burnham KP, Anderson DR (2002) ‘Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach’, 2nd edn. (Springer-Verlag: New York, NY, USA)

Cheal, D (1986). A park with a kangaroo problem. Oryx — The International Journal of Conservation 20, 95–99.
A park with a kangaroo problem.Crossref | GoogleScholarGoogle Scholar |

Cheal D, Lucas A, Macauley L (2011) Recovery Plan for Buloke Woodlands of the Riverina and Murray-Darling Depression Bioregions.

Cissé, S, Eymard, L, Ottlé, C, Ndione, JA, Gaye, AT, and Pinsard, F (2016). Rainfall intra-seasonal variability and vegetation growth in the Ferlo Basin (Senegal). Remote Sensing 8, 66.
Rainfall intra-seasonal variability and vegetation growth in the Ferlo Basin (Senegal).Crossref | GoogleScholarGoogle Scholar |

Coulson G, Norbury G (1988) Ecology and management of Western Grey Kangaroos (Macropus fuliginosus) at Hattah-Kulkyne National Park. Arthur Rylah Institute for Environmental Research.

Coulson, G, Norbury, G, and Walters, B (1990). Forage biomass and kangaroo populations (Marsupialia: Macropodidae) in summer and autumn at Hattah-Kulkyne National Park, Victoria. Australian Mammalogy 13, 219–221.
Forage biomass and kangaroo populations (Marsupialia: Macropodidae) in summer and autumn at Hattah-Kulkyne National Park, Victoria.Crossref | GoogleScholarGoogle Scholar |

Dawson TJ, Munn AJ (2007) How much do kangaroos of differing age and size eat relative to domestic stock?: implications for the arid rangelands. In ‘Animals of Arid Australia: out on their own?’. (Eds C Dickman, D Lunney, S Burgin) (Royal Zoological Society of New South Wales)

Department of Agriculture, Water and the Environment (2020) Buloke Woodlands of the Riverina and Murray-Darling Depression Bioregions. Department of Agriculture, Water and the Environment. Available at https://www.awe.gov.au/environment/biodiversity/threatened/assessments/buloke-woodlands [Accessed 17 March 2022]

Facelli, JM, and Pickett, STA (1991). Plant litter: Its dynamics and effects on plant community structure. The Botanical Review 57, 1–32.
Plant litter: Its dynamics and effects on plant community structure.Crossref | GoogleScholarGoogle Scholar |

Fletcher D (2006) Population Dynamics of Eastern Grey Kangaroos in Temperate Grasslands. PhD Thesis, University of Canberra, Canberra, ACT, Australia.

Flombaum, P, and Sala, OE (2007). A non-destructive and rapid method to estimate biomass and aboveground net primary production in arid environments. Journal of Arid Environments 69, 352–358.
A non-destructive and rapid method to estimate biomass and aboveground net primary production in arid environments.Crossref | GoogleScholarGoogle Scholar |

Franke, J, Barradas, ACS, Borges, MA, Menezes Costa, M, Dias, PA, Hoffmann, AA, Orozco Filho, JC, Melchiori, AE, and Siegert, F (2018). Fuel load mapping in the Brazilian Cerrado in support of integrated fire management. Remote Sensing of Environment 217, 221–232.
Fuel load mapping in the Brazilian Cerrado in support of integrated fire management.Crossref | GoogleScholarGoogle Scholar |

Frost AJ, Ramchum A, Smith A (2018) The Australian Landscape Water Balance model (AWRA-L v6). Technical Description of the Australian Water Resources Assessment Landscape model version 6. Bureau of Meteorology.

Grundy, MJ, Rossel, RAV, Searle, RD, Wilson, PL, Chen, C, and Gregory, LJ (2015). Soil and Landscape Grid of Australia. Soil Research 53, 835–844.
Soil and Landscape Grid of Australia.Crossref | GoogleScholarGoogle Scholar |

Horner, GJ, Cunningham, SC, Thomson, JR, Baker, PJ, and Mac Nally, R (2012). Forest structure, flooding and grazing predict understorey composition of floodplain forests in southeastern Australia. Forest Ecology and Management 286, 148–158.
Forest structure, flooding and grazing predict understorey composition of floodplain forests in southeastern Australia.Crossref | GoogleScholarGoogle Scholar |

House, JI, Archer, S, Breshears, DD, and Scholes, RJ (2003). Conundrums in mixed woody-herbaceous plant systems: Woody-herbaceous plant systems. Journal of Biogeography 30, 1763–1777.
Conundrums in mixed woody-herbaceous plant systems: Woody-herbaceous plant systems.Crossref | GoogleScholarGoogle Scholar |

Jameson, DA (1967). The Relationship of Tree Overstory and Herbaceous Understory Vegetation. Journal of Range Management 20, 247–249.
The Relationship of Tree Overstory and Herbaceous Understory Vegetation.Crossref | GoogleScholarGoogle Scholar |

Ludwig JA, Tongway DJ, Freudenberger DO, Noble JC, Hodgkinson KC (Eds) (1997) ‘Landscape Ecology, Function and Management.’ (CSIRO Publishing: Melbourne)

MacKenzie DI (2020) Distance Analysis of Mallee Parks Kangaroo Census Data 2020. Report for Parks Victoria, Proteus Client Report: 2020-06. Proteus, Outram, New Zealand.

Magioli, M, Moreira, MZ, Fonseca, RCB, Ribeiro, MC, Rodrigues, MG, and de Barros Ferraz, KMPM (2019). Human-modified landscapes alter mammal resource and habitat use and trophic structure. Proceedings of the National Academy of Sciences 116, 18466–18472.
Human-modified landscapes alter mammal resource and habitat use and trophic structure.Crossref | GoogleScholarGoogle Scholar |

McLaren, JR, and Turkington, R (2010). Plant functional group identity differentially affects leaf and root decomposition. Global Change Biology 16, 3075–3084.
Plant functional group identity differentially affects leaf and root decomposition.Crossref | GoogleScholarGoogle Scholar |

Michez, A, Lejeune, P, and Bauwens, S (2019). Mapping and monitoring of biomass and grazing in pasture with an unmanned aerial system. Remote Sensing 11, 473.
Mapping and monitoring of biomass and grazing in pasture with an unmanned aerial system.Crossref | GoogleScholarGoogle Scholar |

Miller J, Gibson M, Westbrooke M, Wilcock P, Brown G (1998) Condition of vegetation in the Riverine Woodlands of Wyperfeld National Park. Centre for Environmental Management, University of Ballarat, Victoria, Australia.

Morris WK, Duncan DH, Vesk P (2019) Control and monitoring of kangaroo populations in the Mallee Parks of semi-arid Northwest Victoria (NESP Technical Report) - Version 2. The University of Melbourne, Parks Victoria, & Commonwealth Department of Environment and Energy, Melbourne, Australia. Available at https://osf.io/w8krz/

Mutze, G, Cooke, B, and Jennings, S (2016). Estimating density-dependent impacts of European rabbits on Australian tree and shrub populations. Australian Journal of Botany 64, 142–152.
Estimating density-dependent impacts of European rabbits on Australian tree and shrub populations.Crossref | GoogleScholarGoogle Scholar |

Mysterud, A (2006). The concept of overgrazing and its role in management of large herbivores. Wildlife Biology 12, 129–141.
The concept of overgrazing and its role in management of large herbivores.Crossref | GoogleScholarGoogle Scholar |

Nakagawa, S, and Schielzeth, H (2013). A general and simple method for obtaining R2 from generalized linear mixed-effects models. Methods in Ecology and Evolution 4, 133–142.
A general and simple method for obtaining R2 from generalized linear mixed-effects models.Crossref | GoogleScholarGoogle Scholar |

Nano, CEM, and Pavey, CR (2013). Refining the ‘pulse-reserve’ model for arid central Australia: Seasonal rainfall, soil moisture and plant productivity in sand ridge and stony plain habitats of the Simpson Desert. Austral Ecology 38, 741–753.
Refining the ‘pulse-reserve’ model for arid central Australia: Seasonal rainfall, soil moisture and plant productivity in sand ridge and stony plain habitats of the Simpson Desert.Crossref | GoogleScholarGoogle Scholar |

Norbury GL (1987) Diet Selection and Demography of the Western Grey Kangaroo: Macropus fuliginosus melanops Desmarest in Hattah-Kulkyne National Park, Victoria. PhD Thesis, Monash University, Clayton, Victoria, Australia.

Noy-Meir, I (1973). Desert ecosystems: environment and producers. Annual Review of Ecology and Systematics 4, 25–51.
Desert ecosystems: environment and producers.Crossref | GoogleScholarGoogle Scholar |

Noy-Meir, I (1975). Stability of grazing systems: an application of predator-prey graphs. Journal of Ecology 63, 459–481.
Stability of grazing systems: an application of predator-prey graphs.Crossref | GoogleScholarGoogle Scholar |

Priddel, D, Shepherd, N, and Wellard, G (1988). Home Ranges of Sympatric Red Kangaroos Macropus-Rufus, and Western Grey Kangaroos Macropus-Fuliginosus, in Western New-South-Wales. Wildlife Research 15, 405–411.
Home Ranges of Sympatric Red Kangaroos Macropus-Rufus, and Western Grey Kangaroos Macropus-Fuliginosus, in Western New-South-Wales.Crossref | GoogleScholarGoogle Scholar |

Prowse, TAA, O’Connor, PJ, Collard, SJ, and Rogers, DJ (2019). Eating away at protected areas: Total grazing pressure is undermining public land conservation. Global Ecology and Conservation 20, e00754.
Eating away at protected areas: Total grazing pressure is undermining public land conservation.Crossref | GoogleScholarGoogle Scholar |

Quinn G, Keough M (2002) ‘Experimental Design & Data Analysis for Biologists.’ (Cambridge University Press: Cambridge, UK)

R Core Team (2020) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Available at https://www.R-project.org/

Reynolds, JF, Kemp, PR, Ogle, K, and Fernández, RJ (2004). Modifying the ‘pulse–reserve’ paradigm for deserts of North America: precipitation pulses, soil water, and plant responses. Oecologia 141, 194–210.
Modifying the ‘pulse–reserve’ paradigm for deserts of North America: precipitation pulses, soil water, and plant responses.Crossref | GoogleScholarGoogle Scholar | 15042457PubMed |

Riquelme L, Rumpff L, Duncan DH, Vesk PA (2021) OSF | biom_data.csv. Open Science Framework. Available at https://osf.io/4kg6d/ [Accessed 25 November 2021]

Robertson G (1987) Plant dynamics. In ‘Kangaroos: their ecology and management in the sheep rangelands of Australia’. (Eds G Caughley, N Shepherd, J Short) pp. 50–68. (Cambridge University Press: Cambridge, UK)

Robertson G, Short J, Wellard G (1987) The environment of the Australian sheep rangelands. In ‘Kangaroos: their ecology and management in the sheep rangelands of Australia’. (Eds G Caughley, N Shepherd, J Short) pp. 14–34. (Cambridge University Press: Cambridge, UK)

Robinson, TMP, Pierre, KJL, Vadeboncoeur, MA, Byrne, KM, Thomey, ML, and Colby, SE (2013). Seasonal, not annual precipitation drives community productivity across ecosystems. Oikos 122, 727–738.
Seasonal, not annual precipitation drives community productivity across ecosystems.Crossref | GoogleScholarGoogle Scholar |

Sala OE, Lauenroth WK, Golluscio RA (1997) 11 Plant functional types in temperate semi-arid regions. In ‘Plant functional types: their relevance to ecosystem properties and global change’. (Eds TM Smith, HH Shugart, FI Woodward) pp. 217–233. (Cambridge University Press: Cambridge, UK)

Sala, OE, Gherardi, LA, Reichmann, L, Jobbágy, E, and Peters, D (2012). Legacies of precipitation fluctuations on primary production: theory and data synthesis. Philosophical Transactions of the Royal Society B: Biological Sciences 367, 3135–3144.
Legacies of precipitation fluctuations on primary production: theory and data synthesis.Crossref | GoogleScholarGoogle Scholar |

Sandell P (2011) Victoria’s rangelands: in recovery or in transition: report from a Parks Victoria sabbatical project. Parks Victoria, Melbourne, Victoria, Australia.

Short, J (1986). The effect of pasture availability on food intake, species selection and grazing behaviour of kangaroos. Journal of Applied Ecology 23, 559–571.
The effect of pasture availability on food intake, species selection and grazing behaviour of kangaroos.Crossref | GoogleScholarGoogle Scholar |

Short, J, and Grigg, G (1982). The abundance of Kangaroos in suboptimal habitats: wheat, intensive pastoral, and Mallee. Wildlife Research 9, 221–227.
The abundance of Kangaroos in suboptimal habitats: wheat, intensive pastoral, and Mallee.Crossref | GoogleScholarGoogle Scholar |

Sluiter IRK, Allen GG, Morgan DG, Walker IS (1997) Vegetation responses to stratified kangaroo grazing pressure at Hattah-Kulkyne National Park, 199296. Department of Natural Resources and Environment.

Snape M, Caley P, Baines G, Fletcher D (2018) Kangaroos and conservation: Assessing the effects of kangaroo grazing in lowland grassy ecosystems. Environment, Planning and Sustainable Development Directorate, ACT Government.

Svoray, T, and Karnieli, A (2011). Rainfall, topography and primary production relationships in a semiarid ecosystem. Ecohydrology 4, 56–66.
Rainfall, topography and primary production relationships in a semiarid ecosystem.Crossref | GoogleScholarGoogle Scholar |

’t Mannetje, L, and Haydock, KP (1963). The Dry-Weight-Rank Method for the Botanical Analysis of Pasture. Grass and Forage Science 18, 268–275.
The Dry-Weight-Rank Method for the Botanical Analysis of Pasture.Crossref | GoogleScholarGoogle Scholar |

Taylor L, Pegler P (2016) Total grazing management plan for the restoration of semi-arid woodland and floodplain vegetation communities in north-western (Mallee) parks 2016–2021. Parks Victoria, Melbourne, Victoria, Australia.

Tongway, DJ, and Ludwig, JA (1994). Small-scale resource heterogeneity in semi-arid landscapes. Pacific Conservation Biology 1, 201–208.
Small-scale resource heterogeneity in semi-arid landscapes.Crossref | GoogleScholarGoogle Scholar |

Travers, SK, Eldridge, DJ, Koen, TB, Val, J, and Oliver, I (2020). Livestock and kangaroo grazing have little effect on biomass and fuel hazard in semi-arid woodlands. Forest Ecology and Management 467, 118165.
Livestock and kangaroo grazing have little effect on biomass and fuel hazard in semi-arid woodlands.Crossref | GoogleScholarGoogle Scholar |

Tucker, MA, Santini, L, Carbone, C, and Mueller, T (2021). Mammal population densities at a global scale are higher in human‐modified areas. Ecography 44, 1–13.
Mammal population densities at a global scale are higher in human‐modified areas.Crossref | GoogleScholarGoogle Scholar |

Warnock, AD, Westbrooke, ME, Florentine, SK, and Hurst, CP (2007). Does Geijera parviflora Lindl. (Rutaceae) facilitate understorey species in semi-arid Australia? The Rangeland Journal 29, 207–216.
Does Geijera parviflora Lindl. (Rutaceae) facilitate understorey species in semi-arid Australia?Crossref | GoogleScholarGoogle Scholar |

Zuur, AF, and Ieno, EN (2016). A protocol for conducting and presenting results of regression-type analyses. Methods in Ecology and Evolution 7, 636–645.
A protocol for conducting and presenting results of regression-type analyses.Crossref | GoogleScholarGoogle Scholar |