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International Journal of Wildland Fire International Journal of Wildland Fire Society
Journal of the International Association of Wildland Fire
RESEARCH ARTICLE

Small mammals decline with increasing fire extent in northern Australia: evidence from long-term monitoring in Kakadu National Park

Michael J. Lawes A F , Brett P. Murphy A B , Alaric Fisher C D , John C. Z. Woinarski A C D , Andrew C. Edwards A E and Jeremy Russell-Smith A E
+ Author Affiliations
- Author Affiliations

A Research Institute for the Environment and Livelihoods, Charles Darwin University, Darwin, NT 0909, Australia.

B Centre of Excellence for Environmental Decisions, School of BioSciences, University of Melbourne, Vic. 3010, Australia.

C NERP North Australia Hub, Charles Darwin University, NT 0909, Australia.

D Flora and Fauna Division, NT Department of Land Resource Management, PO Box 496, Palmerston, NT 0831, Australia.

E Darwin Centre for Bushfire Research, Charles Darwin University, Darwin NT 0909, Australia.

F Corresponding author. Email: michael.lawes@cdu.edu.au

International Journal of Wildland Fire 24(5) 712-722 https://doi.org/10.1071/WF14163
Submitted: 12 September 2014  Accepted: 7 February 2015   Published: 21 May 2015

Abstract

Small mammal (<2 kg) numbers have declined dramatically in northern Australia in recent decades. Fire regimes, characterised by frequent, extensive, late-season wildfires, are implicated in this decline. Here, we compare the effect of fire extent, in conjunction with fire frequency, season and spatial heterogeneity (patchiness) of the burnt area, on mammal declines in Kakadu National Park over a recent decadal period. Fire extent – an index incorporating fire size and fire frequency – was the best predictor of mammal declines, and was superior to the proportion of the surrounding area burnt and fire patchiness. Point-based fire frequency, a commonly used index for characterising fire effects, was a weak predictor of declines. Small-scale burns affected small mammals least of all. Crucially, the most important aspects of fire regimes that are associated with declines are spatial ones; extensive fires (at scales larger than the home ranges of small mammals) are the most detrimental, indicating that small mammals may not easily escape the effects of large and less patchy fires. Notwithstanding considerable management effort, the current fire regime in this large conservation reserve is detrimental to the native mammal fauna, and more targeted management is required to reduce fire size.

Additional keywords: Aboriginal burning, fire frequency, fire regime, habitat simplification, patch mosaic burning, predation, tropical savanna.


References

Andersen AN, Cook GD, Corbett LK, Douglas MM, Eager RW, Russell-Smith J, Setterfield SA, Williams RJ, Woinarski JCZ (2005) Fire frequency and biodiversity conservation in Australian tropical savannas: implications from the Kapalga fire experiment. Austral Ecology 30, 155–167.
Fire frequency and biodiversity conservation in Australian tropical savannas: implications from the Kapalga fire experiment.Crossref | GoogleScholarGoogle Scholar |

Andersen AN, Woinarski JCZ, Parr CL (2012) Savanna burning for biodiversity: fire management for faunal conservation in Australian tropical savannas. Austral Ecology 37, 658–667.
Savanna burning for biodiversity: fire management for faunal conservation in Australian tropical savannas.Crossref | GoogleScholarGoogle Scholar |

Bowman DMJS, Panton WJ (1993) Decline of Callitris intratropica R. T. Baker and H. G. Smith in the Northern Territory: implications for pre-European and post-European colonization fire regimes. Journal of Biogeography 20, 373–381.
Decline of Callitris intratropica R. T. Baker and H. G. Smith in the Northern Territory: implications for pre-European and post-European colonization fire regimes.Crossref | GoogleScholarGoogle Scholar |

Bradshaw CJA, Sodhi NS, Brook BW (2009) Tropical turmoil: a biodiversity tragedy in progress. Frontiers in Ecology and the Environment 7, 79–87.
Tropical turmoil: a biodiversity tragedy in progress.Crossref | GoogleScholarGoogle Scholar |

Braithwaite RW, Muller WJ (1997) Rainfall, groundwater and refuges: predicting extinctions of Australian tropical mammal species. Australian Journal of Ecology 22, 57–67.
Rainfall, groundwater and refuges: predicting extinctions of Australian tropical mammal species.Crossref | GoogleScholarGoogle Scholar |

Brook BW, Sodhi NS, Bradshaw CJA (2008) Synergies among extinction drivers under global change. Trends in Ecology & Evolution 23, 453–460.
Synergies among extinction drivers under global change.Crossref | GoogleScholarGoogle Scholar |

Buckland ST, Studeny AC, Magurran AE, Illian JB, Newson SE (2011) The geometric mean of relative abundance indices: a biodiversity measure with a difference. Ecosphere 2, art100
The geometric mean of relative abundance indices: a biodiversity measure with a difference.Crossref | GoogleScholarGoogle Scholar |

Burbidge AA, McKenzie NL (1989) Patterns in the modern decline of Western Australia’s vertebrate fauna: causes and conservation implications. Biological Conservation 50, 143–198.
Patterns in the modern decline of Western Australia’s vertebrate fauna: causes and conservation implications.Crossref | GoogleScholarGoogle Scholar |

Burnham KP, Anderson DR (2002) ‘Model selection and multimodel inference: a practical information-theoretic approach.’ (Springer-Verlag: New York)

Clarke MF (2008) Catering for the needs of fauna in fire management: science or just wishful thinking? Wildlife Research 35, 385–394.
Catering for the needs of fauna in fire management: science or just wishful thinking?Crossref | GoogleScholarGoogle Scholar |

Di Stefano J, Owen L, Morris R, Duff TOM, York A (2011) Fire, landscape change and models of small mammal habitat suitability at multiple spatial scales. Austral Ecology 36, 638–649.

Driscoll DA, Lindenmayer DB, Bennett AF, Bode M, Bradstock RA, Cary GJ, et al. (2010) Fire management for biodiversity conservation: key research questions and our capacity to answer them. Biological Conservation 143, 1928–1939.
Fire management for biodiversity conservation: key research questions and our capacity to answer them.Crossref | GoogleScholarGoogle Scholar |

Edwards A, Kennett R, Price O, Russell-Smith J, Spiers G, Woinarski J (2003) Monitoring the impacts of fire regimes on vegetation in northern Australia: an example from Kakadu National Park. International Journal of Wildland Fire 12, 427–440.
Monitoring the impacts of fire regimes on vegetation in northern Australia: an example from Kakadu National Park.Crossref | GoogleScholarGoogle Scholar |

Firth RSC, Woinarski JCZ, Brennan KG, Hempel C (2006) Environmental relationships of the brush-tailed rabbit-rat, Conilurus penicillatus, and other small mammals on the Tiwi Islands, northern Australia. Journal of Biogeography 33, 1820–1837.
Environmental relationships of the brush-tailed rabbit-rat, Conilurus penicillatus, and other small mammals on the Tiwi Islands, northern Australia.Crossref | GoogleScholarGoogle Scholar |

Firth RSC, Brook BW, Woinarski JCZ, Fordham DA (2010) Decline and likely extinction of a northern Australian native rodent, the brush-tailed rabbit-rat Conilurus penicillatus. Biological Conservation 143, 1193–1201.
Decline and likely extinction of a northern Australian native rodent, the brush-tailed rabbit-rat Conilurus penicillatus.Crossref | GoogleScholarGoogle Scholar |

Fisher DO, Johnson CN, Lawes MJ, Fritz SA, McCallum H, Blomberg SP, et al. (2014) The current decline of tropical marsupials in Australia: is history repeating? Global Ecology and Biogeography 23, 181–190.
The current decline of tropical marsupials in Australia: is history repeating?Crossref | GoogleScholarGoogle Scholar |

Fitzsimons J, Legge S, Traill B, Woinarski J (2010) ‘Into oblivion? The disappearing native mammals of northern Australia.’ (The Nature Conservancy: Melbourne)

Franklin DC (1999) Evidence of disarray amongst granivorous bird assemblages in the savannas of northern Australia, a region of sparse human settlement. Biological Conservation 90, 53–68.
Evidence of disarray amongst granivorous bird assemblages in the savannas of northern Australia, a region of sparse human settlement.Crossref | GoogleScholarGoogle Scholar |

Friend GR, Taylor JA (1985) Habitat preferences of small mammals in tropical open-forest of the Northern Territory. Australian Journal of Ecology 10, 173–185.
Habitat preferences of small mammals in tropical open-forest of the Northern Territory.Crossref | GoogleScholarGoogle Scholar |

Garde M, Nadjamerrek LB, Kolkiwarra M, Kalarriya J, Djandjomerr J, Birriyabirriya B, Bilindja R, Kubarkku M, Biless P (2009) The language of fire: seasonality, resources and landscape burning on the Arnhem Land Plateau. In ‘Culture, ecology and economy of savanna fire management in northern Australia: rekindling the Wurrk tradition’. (Eds J Russell-Smith, PJ Whitehead and PM Cooke) pp. 85–164. (CSIRO Publishing: Melbourne)

Griffiths AD, Brook BW (2014) Impact of fire on small mammals: a systematic review. International Journal of Wildland Fire 23, 1034–1043.

Haslem A, Kelly LT, Nimmo DG, Watson SJ, Kenny SA, Taylor RS, et al. (2011) Habitat or fuel? Implications of long-term, post-fire dynamics for the development of key resources for fauna and fire. Journal of Applied Ecology 48, 247–256.
Habitat or fuel? Implications of long-term, post-fire dynamics for the development of key resources for fauna and fire.Crossref | GoogleScholarGoogle Scholar |

Haynes CD (1985) The pattern and ecology of munwag: traditional Aboriginal fire regimes in north-central Arnhem Land. Proceedings of the Ecological Society of Australia 13, 203–214.

Kelly LT, Nimmo DG, Spence-Bailey LM, Haslem A, Watson SJ, Clarke MF, Bennett AF (2011) Influence of fire history on small mammal distributions: insights from a 100-year post-fire chronosequence. Diversity & Distributions 17, 462–473.
Influence of fire history on small mammal distributions: insights from a 100-year post-fire chronosequence.Crossref | GoogleScholarGoogle Scholar |

Kelly LT, Nimmo DG, Spence-Bailey LM, Taylor RS, Watson SJ, Clarke MF, Bennett AF (2012) Managing fire mosaics for small-mammal conservation: a landscape perspective. Journal of Applied Ecology 49, 412–421.
Managing fire mosaics for small-mammal conservation: a landscape perspective.Crossref | GoogleScholarGoogle Scholar |

Kerle JA (1985) Habitat preference and diet of the northern brushtail possum Trichosurus arnhemensis in the Alligator Rivers Region, NT. Proceedings of the Ecological Society of Australia 13, 161–176.

Kitchener DJ (1978) Mammals of the Ord River area, Kimberley, Western Australia. Records of the Western Australian Museum 6, 189–219.

Kutt A, Woinarski JCZ (2007) The effects of grazing and fire on vegetation and the vertebrate assemblage in a tropical savanna woodland in north-eastern Australia. Journal of Tropical Ecology 23, 95–106.
The effects of grazing and fire on vegetation and the vertebrate assemblage in a tropical savanna woodland in north-eastern Australia.Crossref | GoogleScholarGoogle Scholar |

Lawes MJ, Taplin P, Bellairs SM, Franklin DC (2013) A trade-off in stand size effects in the reproductive biology of a declining tropical conifer Callitris intratropica. Plant Ecology 214, 169–174.
A trade-off in stand size effects in the reproductive biology of a declining tropical conifer Callitris intratropica.Crossref | GoogleScholarGoogle Scholar |

Legendre P, Legendre L (1998) ‘Numerical ecology.’ (Elsevier: Amsterdam)

Legge S, Murphy S, Heathcote J, Flaxman E, Augusteyn J, Crossman M (2008) The short-term effects of an extensive and high-intensity fire on vertebrates in the tropical savannas of the central Kimberley, northern Australia. Wildlife Research 35, 33–43.
The short-term effects of an extensive and high-intensity fire on vertebrates in the tropical savannas of the central Kimberley, northern Australia.Crossref | GoogleScholarGoogle Scholar |

Lindenmayer DB, MacGregor C, Welsh A, Donnelly C, Crane M, Michael D, et al. (2008) Contrasting mammal responses to vegetation type and fire. Wildlife Research 35, 395–408.
Contrasting mammal responses to vegetation type and fire.Crossref | GoogleScholarGoogle Scholar |

Mack RN, Simberloff D, Lonsdale WM, Evans H, Clout M, Bazzaz FA (2000) Biotic invasions: causes, epidemiology, global consequences, and control. Ecological Applications 10, 689–710.
Biotic invasions: causes, epidemiology, global consequences, and control.Crossref | GoogleScholarGoogle Scholar |

McKenzie NL (1981) Mammals of the Phanerozoic south-west Kimberley, Western Australia: biogeography and recent changes. Journal of Biogeography 8, 263–280.
Mammals of the Phanerozoic south-west Kimberley, Western Australia: biogeography and recent changes.Crossref | GoogleScholarGoogle Scholar |

Murphy BP, Bradstock RA, Boer MM, Carter J, Cary GJ, Cochrane MA, et al. (2013) Fire regimes of Australia: a pyrogeographic model system. Journal of Biogeography 40, 1048–1058.
Fire regimes of Australia: a pyrogeographic model system.Crossref | GoogleScholarGoogle Scholar |

Pastro LA, Dickman CR, Letnic M (2011) Burning for biodiversity or burning biodiversity? Prescribed burn vs. wildfire impacts on plants, lizards, and mammals. Ecological Applications 21, 3238–3253.
Burning for biodiversity or burning biodiversity? Prescribed burn vs. wildfire impacts on plants, lizards, and mammals.Crossref | GoogleScholarGoogle Scholar |

Petty AM, Werner PA, Lehmann CER, Riley JE, Banfai DS, Elliott LP (2007) Savanna responses to feral buffalo in Kakadu National Park, Australia. Ecological Monographs 77, 441–463.
Savanna responses to feral buffalo in Kakadu National Park, Australia.Crossref | GoogleScholarGoogle Scholar |

Price O, Edwards A, Connors G, Woinarski J, Ryan G, Turner A, Russell-Smith J (2005) Fire heterogeneity in Kakadu National Park, 1980–2000. Wildlife Research 32, 425–433.
Fire heterogeneity in Kakadu National Park, 1980–2000.Crossref | GoogleScholarGoogle Scholar |

R Development Core Team (2014) ‘R: a language and environment for statistical computing.’ (R Foundation for Statistical Computing: Vienna, Austria)

Radford IJ (2012) Threatened mammals become more predatory after small-scale prescribed fires in a high-rainfall rocky savanna. Austral Ecology 37, 926–935.
Threatened mammals become more predatory after small-scale prescribed fires in a high-rainfall rocky savanna.Crossref | GoogleScholarGoogle Scholar |

Radford IJ, Shedley E, Carnes K, Fairman R (2011) Kimberley Science and Conservation Strategy – Landscape management initiative: monitoring and evaluation 2011. Report working draft – 30 Nov 2011. (WA Department of Environment and Conservation: Kununurra, WA)

Rankmore BR (2006) Impacts of habitat fragmentation on the vertebrate fauna of the tropical savannas of northern Australia; with special reference to medium-sized mammals. (Charles Darwin University: Darwin)

Reside AE, VanDerWal J, Kutt A, Watson I, Williams S (2012) Fire regime shifts affect bird species distributions. Diversity & Distributions 18, 213–225.
Fire regime shifts affect bird species distributions.Crossref | GoogleScholarGoogle Scholar |

Russell-Smith J, Edwards AC (2006) Seasonality and fire severity in savanna landscapes of monsoonal northern Australia. International Journal of Wildland Fire 15, 541–550.
Seasonality and fire severity in savanna landscapes of monsoonal northern Australia.Crossref | GoogleScholarGoogle Scholar |

Russell-Smith J, Ryan PG, Durieu R (1997) A LANDSAT MSS-derived fire history of Kakadu National Park, monsoonal northern Australia, 1980–94: seasonal extent, frequency and patchiness. Journal of Applied Ecology 34, 748–766.
A LANDSAT MSS-derived fire history of Kakadu National Park, monsoonal northern Australia, 1980–94: seasonal extent, frequency and patchiness.Crossref | GoogleScholarGoogle Scholar |

Russell-Smith J, Ryan PG, Cheal DC (2002) Fire regimes and the conservation of sandstone heath in monsoonal northern Australia: frequency, interval, patchiness. Biological Conservation 104, 91–106.
Fire regimes and the conservation of sandstone heath in monsoonal northern Australia: frequency, interval, patchiness.Crossref | GoogleScholarGoogle Scholar |

Russell-Smith J, Yates C, Edwards A, Allan GE, Cook GD, Cooke P, Craig R, Heath B, Smith R (2003) Contemporary fire regimes of northern Australia, 1997–2001: change since Aboriginal occupancy, challenges for sustainable management. International Journal of Wildland Fire 12, 283–297.
Contemporary fire regimes of northern Australia, 1997–2001: change since Aboriginal occupancy, challenges for sustainable management.Crossref | GoogleScholarGoogle Scholar |

Russell-Smith J, Yates CP, Whitehead PJ, Smith R, Craig R (2007) Bushfires ‘Down Under’: patterns and implications of contemporary Australian landscape burning. International Journal of Wildland Fire 16, 361–377.
Bushfires ‘Down Under’: patterns and implications of contemporary Australian landscape burning.Crossref | GoogleScholarGoogle Scholar |

Russell-Smith J, Edwards AC, Woinarski JCZ, McCartney J, Kerin S, Winderlich S, Murphy BP, Watt F (2009a) Fire and biodiversity monitoring for conservation managers: an assessment of the first ten years of the three parks (Kakadu, Litchfield, Nitmiluk) fire regime and biodiversity monitoring program In ‘Culture, ecology and economy of savanna fire management in northern Australia: rekindling the Wurrk tradition’. (Eds J Russell-Smith, PJ Whitehead and P Cooke) pp. 257–285. (CSIRO Publishing: Melbourne)

Russell-Smith J, Murphy BP, Meyer CP, Cook GD, Maier S, Edwards AC, Schatz J, Brocklehurst P (2009b) Improving estimates of savanna burning emissions for greenhouse accounting in northern Australia: limitations, challenges, applications. International Journal of Wildland Fire 18, 1–18.
Improving estimates of savanna burning emissions for greenhouse accounting in northern Australia: limitations, challenges, applications.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1MXhvFaqs74%3D&md5=0992ebc6a1dbc054c30d12673b2530beCAS |

Russell-Smith J, Edwards AC, Price OF (2012) Simplifying the savanna: the trajectory of fire-sensitive vegetation mosaics in northern Australia. Journal of Biogeography 39, 1303–1317.
Simplifying the savanna: the trajectory of fire-sensitive vegetation mosaics in northern Australia.Crossref | GoogleScholarGoogle Scholar |

Russell-Smith J, Cook GD, Cooke PM, Edwards AC, Lendrum M, Meyer CP, Whitehead PJ (2013) Managing fire regimes in north Australian savannas: applying Aboriginal approaches to contemporary global problems. Frontiers in Ecology and the Environment 11, e55–e63.
Managing fire regimes in north Australian savannas: applying Aboriginal approaches to contemporary global problems.Crossref | GoogleScholarGoogle Scholar |

Schipper J, Chanson JS, Chiozza F, Cox NA, Hoffmann M, Katariya V, et al. (2008) The status of the world’s land and marine mammals: diversity, threat, and knowledge. Science 322, 225–230.
The status of the world’s land and marine mammals: diversity, threat, and knowledge.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD1cXht1Slu7%2FE&md5=003282fa0302aec45cbb0dc3ffc48149CAS | 18845749PubMed |

Sutherland EF, Dickman CR (1999) Mechanisms of recovery after fire by rodents in the Australian environment: a review. Wildlife Research 26, 405–419.
Mechanisms of recovery after fire by rodents in the Australian environment: a review.Crossref | GoogleScholarGoogle Scholar |

Taylor RS, Watson SJ, Nimmo DG, Kelly LT, Bennett AF, Clarke MF (2012) Landscape-scale effects of fire on bird assemblages: does pyrodiversity beget biodiversity? Diversity & Distributions 18, 519–529.
Landscape-scale effects of fire on bird assemblages: does pyrodiversity beget biodiversity?Crossref | GoogleScholarGoogle Scholar |

Ward DJ, Lamont BB, Burrows CL (2001) Grasstrees reveal contrasting fire regimes in eucalypt forest before and after European settlement of south-western Australia. Forest Ecology and Management 150, 323–329.
Grasstrees reveal contrasting fire regimes in eucalypt forest before and after European settlement of south-western Australia.Crossref | GoogleScholarGoogle Scholar |

Watson SJ, Taylor RS, Nimmo DG, Kelly LT, Clarke MF, Bennett AF (2012a) The influence of unburnt patches and distance from refuges on post-fire bird communities. Animal Conservation 15, 499–507.
The influence of unburnt patches and distance from refuges on post-fire bird communities.Crossref | GoogleScholarGoogle Scholar |

Watson SJ, Taylor RS, Nimmo DG, Kelly LT, Haslem A, Clarke MF, Bennett AF (2012b) Effects of time since fire on birds: how informative are generalized fire response curves for conservation management? Ecological Applications 22, 685–696.
Effects of time since fire on birds: how informative are generalized fire response curves for conservation management?Crossref | GoogleScholarGoogle Scholar | 22611864PubMed |

Williams RJ, Woinarski JCZ, Andersen AN (2003) Fire experiments in northern Australia: contributions to ecological understanding and biodiversity conservation in tropical savannas. International Journal of Wildland Fire 12, 391–402.
Fire experiments in northern Australia: contributions to ecological understanding and biodiversity conservation in tropical savannas.Crossref | GoogleScholarGoogle Scholar |

Woinarski J, Pavey C, Kerrigan R, Cowie I, Ward S (2007) ‘Lost from our landscape: threatened species of the Northern Territory.’ (NT Government Printer: Darwin)

Woinarski JCZ, Ash AJ (2002) Responses of vertebrates to pastoralism, military land use and landscape position in an Australian tropical savanna. Austral Ecology 27, 311–323.
Responses of vertebrates to pastoralism, military land use and landscape position in an Australian tropical savanna.Crossref | GoogleScholarGoogle Scholar |

Woinarski JCZ, Armstrong M, Brennan K, Fisher A, Griffiths AD, Hill B, et al. (2010) Monitoring indicates rapid and severe decline of native small mammals in Kakadu National Park, northern Australia. Wildlife Research 37, 116–126.

Woinarski JCZ, Legge S, Fitzsimons JA, Traill BJ, Burbidge AA, Fisher A, et al. (2011) The disappearing mammal fauna of northern Australia: context, cause and response. Conservation Letters 4, 192–201.
The disappearing mammal fauna of northern Australia: context, cause and response.Crossref | GoogleScholarGoogle Scholar |

Woinarski JCZ, Milne DJ, Wanganeen G (2001) Changes in mammal populations in relatively intact landscapes of Kakadu National Park, Northern Territory, Australia. Austral Ecology 26, 360–370.
Changes in mammal populations in relatively intact landscapes of Kakadu National Park, Northern Territory, Australia.Crossref | GoogleScholarGoogle Scholar |

Woinarski JCZ, Armstrong M, Price O, McCartney J, Griffiths AD, Fisher A (2004) The terrestrial vertebrate fauna of Litchfield National Park, Northern Territory: monitoring over a 6-year period and response to fire history. Wildlife Research 31, 587–596.
The terrestrial vertebrate fauna of Litchfield National Park, Northern Territory: monitoring over a 6-year period and response to fire history.Crossref | GoogleScholarGoogle Scholar |

Woinarski JCZ, Williams RJ, Price O, Rankmore B (2005) Landscapes without boundaries: wildlife and their environments in northern Australia. Wildlife Research 32, 377–388.
Landscapes without boundaries: wildlife and their environments in northern Australia.Crossref | GoogleScholarGoogle Scholar |

Yates CP, Edwards AC, Russell-Smith J (2008) Big fires and their ecological impacts in Australian savannas: size and frequency matters. International Journal of Wildland Fire 17, 768–781.
Big fires and their ecological impacts in Australian savannas: size and frequency matters.Crossref | GoogleScholarGoogle Scholar |

Yibarbuk D, Whitehead PJ, Russell-Smith J, Jackson D, Godjuwa C, Fisher A, Cooke P, Choquenot D, Bowman DMJS (2001) Fire ecology and Aboriginal land management in central Arnhem Land, northern Australia: a tradition of ecosystem management. Journal of Biogeography 28, 325–343.
Fire ecology and Aboriginal land management in central Arnhem Land, northern Australia: a tradition of ecosystem management.Crossref | GoogleScholarGoogle Scholar |