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

Managing grazing to increase ground cover in rangelands: using remote sensing to detect change

Sarah E. McDonald A * , Aaron T. Simmons B C , Steven Harden D , Susan E. Orgill E , Juan Guerschman F and Craig Strong G
+ Author Affiliations
- Author Affiliations

A New South Wales Department of Primary Industries, Trangie Agricultural Research Centre, 7878 Mitchell Highway, Trangie, NSW 2823, Australia.

B New South Wales Department of Primary Industries, Muldoon St, Taree, NSW 2430, Australia.

C School of Business, University of New England, Elm Ave, Armidale, NSW 2350, Australia.

D New South Wales Department of Primary Industries, Tamworth Agricultural Institute 4 Marsden Park Road, Calala, NSW 2340, Australia.

E Select Carbon Pty Ltd, 275 George St, Brisbane, Qld 4000, Australia.

F Cibo Labs Pty Ltd, Point Arkright, Qld 4573, Australia.

G Fenner School Environment & Society, The Australian National University, Canberra, ACT 2601, Australia.

* Correspondence to: sarah.mcdonald@dpi.nsw.gov.au

The Rangeland Journal 46, RJ24021 https://doi.org/10.1071/RJ24021
Submitted: 8 May 2024  Accepted: 27 August 2024  Published: 16 September 2024

© 2024 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

Practices that improve the quantity, composition, and persistence of ground cover can contribute to a range of ecosystem services that support agricultural production, regulate climate, reduce erosion and support nutrient cycling. In rangeland grazing systems, incorporating periods of rest and matching stocking rates to feed availability is commonly used with the goal of improving land condition and productivity at a property scale. Understanding and quantifying differences in ground cover associated with changes to grazing management can provide livestock producers with greater confidence in the outcomes associated with their management. It can also demonstrate their nature positive activities which may be valued in emerging markets. This study sought to quantify any changes in ground cover resulting from changed grazing management (strategically managing the timing, intensity and duration of grazing events to maintain or improve land condition) across seven mixed grazing (cattle, sheep and/or goats) study sites in the semi-arid rangelands of western New South Wales, Australia. Time-series estimates of ground cover derived from Landsat imagery for each study site were compared with biophysically similar regional benchmark areas as controls. Overall, ground cover was found to have increased significantly (2–7%) following change in grazing management at four of the seven study sites, relative to control benchmark areas. It was apparent different land units varied in their response to the management change, and that the preceding 12 months rainfall (such as wet, intermediate or dry rainfall years) did not have a consistently significant effect on the relative response. Results of this study highlight that improvements in ground cover and land condition may be achieved through changes to grazing management, but also that there are complexities in both achieving and measuring any change. This study demonstrates the practical application of remotely sensed cover data and dynamic regional comparison techniques to document environmental outcomes at the property scale from grazing management in low input, extensive rangeland grazing systems.

Keywords: ecosystem services, grazing management, grazing system, livestock management, rangeland management, rotational grazing, satellite imagery, stocking rate.

References

ABSF (2024) ‘Australian Beef Sustainability Framework.’ (Meat & Livestock Australia Limited) Retrieved from https://www.sustainableaustralianbeef.com.au/ [accessed on 16 April 2024]

Alemseged Y, Hacker RB, Smith WJ, Melville GJ (2011) Temporary cropping in semi-arid shrublands increases native perennial grasses. The Rangeland Journal 33, 67-78.
| Crossref | Google Scholar |

Barnetson J, Phinn S, Scarth P, Denham R (2017) Assessing Landsat fractional ground-cover time series across Australia’s arid rangelands: separating grazing impacts from climate variability. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 42, 15-26.
| Crossref | Google Scholar |

Bartley R, Abbott BN, Ghahramani A, Ali A, Kerr R, Roth CH, Kinsey-Henderson A (2023) Do regenerative grazing management practices improve vegetation and soil health in grazed rangelands? Preliminary insights from a space-for-time study in the Great Barrier Reef catchments, Australia. The Rangeland Journal 44, 221-246.
| Crossref | Google Scholar |

Bastin G, Scarth P, Chewings V, Sparrow A, Denham R, Schmidt M, O’Reagain P, Shepherd R, Abbott B (2012) Separating grazing and rainfall effects at regional scale using remote sensing imagery: a dynamic reference-cover method. Remote Sensing of Environment 121, 443-457.
| Crossref | Google Scholar |

Bastin G, Cowley R, Friedel M, Materne C (2024) Applying two remotely-sensed methods for monitoring grazing impacts in the Australian arid zone. The Rangeland Journal 45, 141-159.
| Crossref | Google Scholar |

Bell LW, Hayes RC, Pembleton KG, Waters CM (2014) Opportunities and challenges in Australian grasslands: pathways to achieve future sustainability and productivity imperatives. Crop & Pasture Science 65, 489-507.
| Crossref | Google Scholar |

Beutel TS, Trevithick R, Scarth P, Tindall D (2019) VegMachine.net. online land cover analysis for the Australian rangelands. The Rangeland Journal 41, 355-362.
| Crossref | Google Scholar |

Beutel TS, Shepherd R, Karfs RA, Abbott BN, Eyre T, Hall TJ, Barbi E (2021) Is ground cover a useful indicator of grazing land condition? The Rangeland Journal 43, 55-64.
| Crossref | Google Scholar |

BOM (2024) ‘Maps of average conditions.’ (Bureau of Meteorology, Australian Government) Accessed from http://www.bom.gov.au/climate/maps/averages/ [accessed on 7 February 2024]

Briske DD, Derner JD, Brown JR, Fuhlendorf SD, Teague WR, Havstad KM, Gillen RL, Ash AJ, Willms WD (2008) Rotational grazing on rangelands: reconciliation of perception and experimental evidence. Rangeland Ecology & Management 61, 3-17.
| Google Scholar |

Briske DD, Coppock DL, Illius AW, Fuhlendorf SD, Niu K (2020) Strategies for global rangeland stewardship: assessment through the lens of the equilibrium–non‐equilibrium debate. Journal of Applied Ecology 57, 1056-1067.
| Crossref | Google Scholar |

Byrnes RC, Eastburn DJ, Tate KW, Roche LM (2018) A global meta-analysis of grazing impacts on soil health indicators. Journal of Environmental Quality 47, 758-765.
| Crossref | Google Scholar | PubMed |

Chappell A, Webb NP, Leys JF, Waters CM, Orgill S, Eyres MJ (2019) Minimising soil organic carbon erosion by wind is critical for land degradation neutrality. Environmental Science & Policy 93, 43-52.
| Google Scholar |

Department of Environment and Science, Queensland Government (2022) Seasonal ground cover - Landsat, JRSRP algorithm Version 3.0, Australia Coverage. Version 1.0. Terrestrial Ecosystem Research Network (Dataset). Available at https://portal.tern.org.au/metadata/TERN/fe9d86e1-54e8-4866-a61c-0422aee8c699

di Virgilio A, Lambertucci SA, Morales JM (2019) Sustainable grazing management in rangelands: over a century searching for a silver bullet. Agriculture, Ecosystems & Environment 283, 106561.
| Google Scholar |

Donohue RJ, Mokany K, McVicar TR, O’Grady AP (2022) Identifying management‐driven dynamics in vegetation cover: applying the Compere framework to Cooper Creek, Australia. Ecosphere 13, e4006.
| Crossref | Google Scholar |

Foran B, Smith MS, Burnside D, Andrew M, Blesing D, Forrest K, Taylor J (2019) Australian rangeland futures: time now for systemic responses to interconnected challenges. The Rangeland Journal 41, 271-292.
| Crossref | Google Scholar |

Gray JM, Wang B, Waters CM, Orgill SE, Cowie AL, Ng EL (2022) Digital mapping of soil carbon sequestration potential with enhanced vegetation cover over New South Wales, Australia. Soil Use and Management 38, 229-247.
| Crossref | Google Scholar |

Greene R, Tongway DJ (1989) The significance of (surface) physical and chemical properties in determining soil surface condition of red earths in rangelands. Soil Research 27, 213-225.
| Crossref | Google Scholar |

Greene RSB, Kinnell PIA, Wood JT (1994) Role of plant cover and stock trampling on runoff and soil-erosion from semi-arid wooded rangelands. Soil Research 32, 953-973.
| Crossref | Google Scholar |

Guerschman JP, Scarth P, Tickle P (2023) ‘Accelerating the Adoption of Satellite Assisted Forage Budgeting Across Northern Beef Businesses.’ (Meat and Livestock Australia Limited) Retrieved from https://www.mla.com.au/contentassets/9d148c6d96b344de8cff0ab0ac6b2c6a/p.psh.1286-cibo-finalreport_feb2024_final.pdf [accessed on 3 May 2024]

Hacker RB, McDonald SE (2021) Prospects for sustainable use of the pastoral areas of Australia’s southern rangelands: a synthesis. The Rangeland Journal 43, 185-209.
| Crossref | Google Scholar |

Hall TJ, McIvor JG, Reid DJ, Jones P, MacLeod ND, McDonald CK, Smith DR (2014) A comparison of stocking methods for beef production in northern Australia: pasture and soil surface condition responses. The Rangeland Journal 36, 161-174.
| Crossref | Google Scholar |

IBRA7 (2012) ‘Interim Biogeographic Regionalisation for Australia, Version 7.’ (Australian Government Department of the Environment and Energy: Canberra, ACT)

Jansen V, Traynor ACE, Karl JW, Lepak N, Sprinkle J (2022) Monitoring grazing use: strategies for leveraging technology and adapting to variability. Rangelands 44, 64-77.
| Crossref | Google Scholar |

Landsberg J, James CD, Morton SR, Müller WJ, Stol J (2003) Abundance and composition of plant species along grazing gradients in Australian rangelands. Journal of Applied Ecology 40, 1008-1024.
| Crossref | Google Scholar |

Leys J, Heidenreich S, White S, Guerschaman J, Strong C (2023) Dust-storm frequencies, community attitudes, government policy and land management practices during three major droughts in New South Wales, Australia. The Rangeland Journal 44, 343-355.
| Crossref | Google Scholar |

Ludwig JA, Tongway DJ, Bastin GN, James CD (2004) Monitoring ecological indicators of rangeland functional integrity and their relation to biodiversity at local to regional scales. Austral ecology 29, 108-120.
| Crossref | Google Scholar |

MacLeod ND, McIvor JG (2006) Reconciling economic and ecological conflicts for sustained management of grazing lands. Ecological Economics 56, 386-401.
| Crossref | Google Scholar |

McDonald SE, Reid N, Waters CM, Smith R, Hunter J (2018) Improving ground cover and landscape function in a semi-arid rangeland through alternative grazing management. Agriculture, Ecosystems & Environment 268, 8-14.
| Google Scholar |

McDonald SE, Lawrence R, Kendall L, Rader R (2019a) Ecological, biophysical and production effects of incorporating rest into grazing regimes: a global meta‐analysis. Journal of Applied Ecology 56, 2723-2731.
| Crossref | Google Scholar |

McDonald SE, Reid N, Smith R, Waters CM, Hunter J, Rader R (2019b) Rotational grazing management achieves similar plant diversity outcomes to areas managed for conservation in a semi-arid rangeland. The Rangeland Journal 41, 135-145.
| Crossref | Google Scholar |

McDonald SE, Badgery W, Clarendon S, Orgill S, Sinclair K, Meyer R, Butchart DB, Eckard R, Rowlings D, Grace P, Doran-Browne N (2023) Grazing management for soil carbon in Australia: a review. Journal of Environmental Management 347, 119146.
| Crossref | Google Scholar | PubMed |

McKeon G (2004) ‘Pasture degradation and recovery in Australia’s rangelands: learning from history.’ (Queensland Department of Natural Resources, Mines and Energy: Brisbane)

Moss J, Sinden J, Stayner R (2012) Estimating the cost of protecting groundcover on privately managed properties in the Australian rangelands: the case of the West 2000 Plus Enterprise-Based Conservation scheme. The Rangeland Journal 34, 75-87.
| Crossref | Google Scholar |

NFF (2018) 2030 Roadmap. (National Farmers Federation) Retrieved from https://nff.org.au/policies/roadmap/ [accessed on 16 April 2024]

OEH (2023) NSW Plant Community Type Classification. (Environment and Heritage, NSW Government). Retrieved from https://www.environment.nsw.gov.au/topics/animals-and-plants/biodiversity/nsw-bionet/nsw-plant-community-type-classification [accessed on 16 April 4 2024]

O’Reagain P, Scanlan J, Hunt L, Cowley R, Walsh D (2014) Sustainable grazing management for temporal and spatial variability in north Australian rangelands – a synthesis of the latest evidence and recommendations. The Rangeland Journal 36, 223-232.
| Crossref | Google Scholar |

Orgill SE, Waters CM, Melville G, Toole I, Alemseged Y, Smith W (2017) Sensitivity of soil organic carbon to grazing management in the semi-arid rangelands of south-eastern Australia. The Rangeland Journal 39, 153-167.
| Crossref | Google Scholar |

Pickup G (1996) Estimating the effects of land degradation and rainfall variation on productivity in rangelands: an approach using remote sensing and models of grazing and herbage dynamics. Journal of Applied Ecology 33, 819-832.
| Crossref | Google Scholar |

Pohlert T (2023) ‘Trend: Non-Parametric Trend Tests and Change-Point Detection.’ (R package version 1.1.6) Available at https://CRAN.R-project.org/package=trend

R Core Team (2021) ‘R: A language and environment for statistical computing.’ (R Foundation for Statistical Computing: Vienna, Austria) Available at https://www.R-project.org/

Retallack A, Finlayson G, Ostendorf B, Clarke K, Lewis M (2023) Remote sensing for monitoring rangeland condition: current status and development of methods. Environmental and Sustainability Indicators 19, 100285.
| Crossref | Google Scholar |

Roberts D, Wilford J, Ghattas O (2019) Exposed soil and mineral map of the Australian continent revealing the land at its barest. Nature Communications 10, 5297.
| Crossref | Google Scholar | PubMed |

SSF (2024) ‘Sheep Sustainability Framework.’ (Meat & Livestock Australia Limited) Retrieved from https://www.sheepsustainabilityframework.com.au/ [accessed on 16 April 2024]

Stafford Smith DM, McKeon GM, Watson IW, Henry BK, Stone GS, Hall WB, Howden SM (2007) Learning from episodes of degradation and recovery in variable Australian rangelands. Proceedings of the National Academy of Sciences 104, 20690-20695.
| Crossref | Google Scholar | PubMed |

Standards Reference Group SERA (2021) ‘National Standards for the Practice of Ecological Restoration in Australia.’ Edition 2.2. (Society for Ecological Restoration Australasia)

Teague R, Barnes M (2017) Grazing management that regenerates ecosystem function and grazingland livelihoods. African Journal of Range & Forage Science 34, 77-86.
| Google Scholar |

Teague R, Kreuter U (2020) Managing grazing to restore soil health, ecosystem function, and ecosystem services. Frontiers in Sustainable Food Systems 4, 534187.
| Crossref | Google Scholar |

Tongway D, Hindley N (2004) Landscape function analysis: a system for monitoring rangeland function. African Journal of Range and Forage Science 21, 109-113.
| Crossref | Google Scholar |

Walker PJ (1991) ‘Land System of Western NSW, Technical Report No. 25.’ (Soil Conservation Service of NSW: Sydney)

Wang B, Waters C, Orgill S, Cowie A, Clark A, Li Liu D, Simpson M, McGowen I, Sides T (2018) Estimating soil organic carbon stocks using different modelling techniques in the semi-arid rangelands of eastern Australia. Ecological Indicators 88, 425-438.
| Crossref | Google Scholar |

Ward DP, Kutt AS (2009) Rangeland biodiversity assessment using fine scale on-ground survey, time series of remotely sensed ground cover and climate data: an Australian savanna case study. Landscape Ecology 24, 495-507.
| Crossref | Google Scholar |

Waters CM, Orgill SE, Melville GJ, Toole ID, Smith WJ (2017) Management of grazing intensity in the semi-arid rangelands of Southern Australia: effects on soil and biodiversity. Land Degradation & Development 28, 1363-1375.
| Google Scholar |

Webb NP, Kachergis E, Miller SW, McCord SE, Bestelmeyer BT, Brown JR, Chappell A, Edwards BL, Herrick JE, Karl JW, Leys JF, Metz LJ, Smarik S, Tatarko J, Van Zee JW, Zwicke G (2020) Indicators and benchmarks for wind erosion monitoring, assessment and management. Ecological Indicators 110, 105881.
| Crossref | Google Scholar |

Witt GB, Althor G, Colvin RM, Witt KJ, Gillespie N, McCrea R, Lacey J, Faulkner T (2021) How environmental values influence trust and beliefs about societal oversight and need for regulation of the Australian cattle industry. Environmental Research Letters 16, 034006.
| Crossref | Google Scholar |

Viscarra Rossel RA, Zhang M, Behrens T, Webster R (2024) A warming climate will make Australian soil a net emitter of atmospheric CO2. npj Climate and Atmospheric Science 7, 79.
| Crossref | Google Scholar |

Zhang B, Carter J (2018) FORAGE – An online system for generating and delivering property-scale decision support information for grazing land and environmental management. Computers and Electronics in Agriculture 150, 302-311.
| Crossref | Google Scholar |