Digital soil mapping and assessment for Australia and beyond: A propitious future
Digital Soil Mapping and Assessment (DSMA) has progressed from challenging traditional soil science paradigms, through small scale prototyping, to large-scale implementation capturing quantitative measures of soil attributes and functions. This paper considers the future for DSMA in the context of a...
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| Published in | Geoderma Regional Vol. 24; p. e00359 |
|---|---|
| Main Authors | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
01.03.2021
Elsevier |
| Subjects | |
| Online Access | Get full text |
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| Abstract | Digital Soil Mapping and Assessment (DSMA) has progressed from challenging traditional soil science paradigms, through small scale prototyping, to large-scale implementation capturing quantitative measures of soil attributes and functions. This paper considers the future for DSMA in the context of a highly uncertain world where high-quality knowledge of soil dynamics will be important for responding to the challenges of sustainability. Irrespective of whether the need is for survival, increased productivity or broadening the services provided from land management, or simply securing the soil itself, we see DSMA as a fundamental approach and essential tool. With a broadening need and a strong foundation in the practice of DSMA now in place, the theory, tools and technology of DSMA will grow significantly. We explore expected changes in covariate data, the modelling process, the nature of base data generation and product delivery that will lead to tracking and forecasting a much wider range of soil attributes and functions at finer spatial and temporal resolutions over larger areas, particularly globally. Equally importantly, we expect the application and impact of DSMA to broaden and be used, directly and collaterally, in the analysis of land management issues in coming decades. It has the capacity to provide the background to a soil and landscape ‘digital twin’ and the consequent transformation in monitoring and forecasting the impacts of land management practices. We envision the continued growth of DSMA skills amongst soil scientists and a much broader community of practice involved in developing and utilizing DSMA products and tools. Consequently, there will be a widening and deepening role of public-private partnerships in this development and application.
•Digital Soil Mapping and Assessment (DSMA) has progressed from the research domain to large-scale implementation.•We examine the possible future development and application paths for DSMA.•We explore expected changes in DSMA inputs, methods, outputs and uses.•We expect in the future the application and impact of DSMA will broaden and be widely used in land management. |
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| AbstractList | Digital Soil Mapping and Assessment (DSMA) has progressed from challenging traditional soil science paradigms, through small scale prototyping, to large-scale implementation capturing quantitative measures of soil attributes and functions. This paper considers the future for DSMA in the context of a highly uncertain world where high-quality knowledge of soil dynamics will be important for responding to the challenges of sustainability. Irrespective of whether the need is for survival, increased productivity or broadening the services provided from land management, or simply securing the soil itself, we see DSMA as a fundamental approach and essential tool. With a broadening need and a strong foundation in the practice of DSMA now in place, the theory, tools and technology of DSMA will grow significantly. We explore expected changes in covariate data, the modelling process, the nature of base data generation and product delivery that will lead to tracking and forecasting a much wider range of soil attributes and functions at finer spatial and temporal resolutions over larger areas, particularly globally. Equally importantly, we expect the application and impact of DSMA to broaden and be used, directly and collaterally, in the analysis of land management issues in coming decades. It has the capacity to provide the background to a soil and landscape ‘digital twin’ and the consequent transformation in monitoring and forecasting the impacts of land management practices. We envision the continued growth of DSMA skills amongst soil scientists and a much broader community of practice involved in developing and utilizing DSMA products and tools. Consequently, there will be a widening and deepening role of public-private partnerships in this development and application.
•Digital Soil Mapping and Assessment (DSMA) has progressed from the research domain to large-scale implementation.•We examine the possible future development and application paths for DSMA.•We explore expected changes in DSMA inputs, methods, outputs and uses.•We expect in the future the application and impact of DSMA will broaden and be widely used in land management. Digital Soil Mapping and Assessment (DSMA) has progressed from challenging traditional soil science paradigms, through small scale prototyping, to large-scale implementation capturing quantitative measures of soil attributes and functions. This paper considers the future for DSMA in the context of a highly uncertain world where high-quality knowledge of soil dynamics will be important for responding to the challenges of sustainability. Irrespective of whether the need is for survival, increased productivity or broadening the services provided from land management, or simply securing the soil itself, we see DSMA as a fundamental approach and essential tool. With a broadening need and a strong foundation in the practice of DSMA now in place, the theory, tools and technology of DSMA will grow significantly. We explore expected changes in covariate data, the modelling process, the nature of base data generation and product delivery that will lead to tracking and forecasting a much wider range of soil attributes and functions at finer spatial and temporal resolutions over larger areas, particularly globally. Equally importantly, we expect the application and impact of DSMA to broaden and be used, directly and collaterally, in the analysis of land management issues in coming decades. It has the capacity to provide the background to a soil and landscape ‘digital twin’ and the consequent transformation in monitoring and forecasting the impacts of land management practices. We envision the continued growth of DSMA skills amongst soil scientists and a much broader community of practice involved in developing and utilizing DSMA products and tools. Consequently, there will be a widening and deepening role of public-private partnerships in this development and application. |
| ArticleNumber | e00359 |
| Author | Robinson, Nathan Ringrose-Voase, Anthony Payne, Jim Andrews, Kaitlyn Jones, Edward Odgers, Nathan Malone, Brendan Stockman, Uta Grundy, Mike O’Brien, Lauren Triantafilis, John Zund, Peter Van Gool, Dennis Slater, Brian Holmes, Karen Padarian, José Orton, Thomas Harms, Ben Minasny, Budiman Wilford, John Thomas, Mark Kidd, Darren Stower, Liz Bennett, John McLean Wilson, Peter Gray, Jonathan McBratney, Alexander Bui, Elisabeth Arrouays, Dominique Liddicoat, Craig Searle, Ross |
| Author_xml | – sequence: 1 givenname: Ross surname: Searle fullname: Searle, Ross email: ross.searle@csiro.au organization: CSIRO Agriculture and Food, St Lucia, QLD, Australia – sequence: 2 givenname: Alexander surname: McBratney fullname: McBratney, Alexander organization: School of Life and Environmental Sciences, Sydney Institute of Agriculture, The University of Sydney, 1 Central Avenue, Eveleigh, NSW, Australia – sequence: 3 givenname: Mike surname: Grundy fullname: Grundy, Mike organization: CSIRO Agriculture and Food, St Lucia, QLD, Australia – sequence: 4 givenname: Darren surname: Kidd fullname: Kidd, Darren organization: Natural and Cultural Heritage, Department of Primary Industries Parks Water and Environment Tasmania, Prospect, Tasmania, Australia – sequence: 5 givenname: Brendan surname: Malone fullname: Malone, Brendan organization: CSIRO Agriculture and Food, Black Mountain Science and Innovation Park, Clunies Ross Street, Canberra, Australia – sequence: 6 givenname: Dominique surname: Arrouays fullname: Arrouays, Dominique organization: INRAE, InfoSol Unit, F-45075 Orleans, France – sequence: 7 givenname: Uta surname: Stockman fullname: Stockman, Uta organization: CSIRO Agriculture and Food, Black Mountain Science and Innovation Park, Clunies Ross Street, Canberra, Australia – sequence: 8 givenname: Peter surname: Zund fullname: Zund, Peter organization: Department of Environment and Science, Landscape Sciences, Brisbane, QLD, Australia – sequence: 9 givenname: Peter surname: Wilson fullname: Wilson, Peter organization: CSIRO Agriculture and Food, Black Mountain Science and Innovation Park, Clunies Ross Street, Canberra, Australia – sequence: 10 givenname: John surname: Wilford fullname: Wilford, John organization: Geoscience Australia, Canberra, ACT. Australia – sequence: 11 givenname: Dennis surname: Van Gool fullname: Van Gool, Dennis organization: Department of Primary Industries and Regional Development, Perth, WA, Australia – sequence: 12 givenname: John surname: Triantafilis fullname: Triantafilis, John organization: School of Biological, Earth and Environmental Sciences, UNSW, Sydney, Kensington, NSW, Australia – sequence: 13 givenname: Mark surname: Thomas fullname: Thomas, Mark organization: CSIRO Agriculture and Food, Waite Campus, Urrbrae, SA, Australia – sequence: 14 givenname: Liz surname: Stower fullname: Stower, Liz organization: CSIRO Agriculture and Food, St Lucia, QLD, Australia – sequence: 15 givenname: Brian surname: Slater fullname: Slater, Brian organization: School of Environment and Natural Resources, The Ohio State University, Columbus, OH, USA – sequence: 16 givenname: Nathan surname: Robinson fullname: Robinson, Nathan organization: School of Science Information Technology and Engineering, Federation University Australia, Mt Helen, VIC, Australia – sequence: 17 givenname: Anthony surname: Ringrose-Voase fullname: Ringrose-Voase, Anthony organization: CSIRO Agriculture and Food, Black Mountain Science and Innovation Park, Clunies Ross Street, Canberra, Australia – sequence: 18 givenname: José surname: Padarian fullname: Padarian, José organization: School of Life and Environmental Sciences, Sydney Institute of Agriculture, The University of Sydney, 1 Central Avenue, Eveleigh, NSW, Australia – sequence: 19 givenname: Jim surname: Payne fullname: Payne, Jim organization: Department of Environment and Science, Landscape Sciences, Brisbane, QLD, Australia – sequence: 20 givenname: Thomas surname: Orton fullname: Orton, Thomas organization: The University of Queensland, School of Agriculture and Food Sciences, St Lucia, Queensland, Australia – sequence: 21 givenname: Nathan surname: Odgers fullname: Odgers, Nathan organization: Manaaki Whenua – Landcare Research, Lincoln, New Zealand – sequence: 22 givenname: Lauren surname: O’Brien fullname: O’Brien, Lauren organization: Department of Environment and Science, Landscape Sciences, Brisbane, QLD, Australia – sequence: 23 givenname: Budiman surname: Minasny fullname: Minasny, Budiman organization: School of Life and Environmental Sciences, Sydney Institute of Agriculture, The University of Sydney, 1 Central Avenue, Eveleigh, NSW, Australia – sequence: 24 givenname: John McLean surname: Bennett fullname: Bennett, John McLean organization: Centre for Sustainable Agricultural Systems, University of Southern Queensland, West St, Toowoomba, QLD, Australia – sequence: 25 givenname: Craig surname: Liddicoat fullname: Liddicoat, Craig organization: Department of Environment and Water, Adelaide, SA, Australia – sequence: 26 givenname: Edward surname: Jones fullname: Jones, Edward organization: School of Life and Environmental Sciences, Sydney Institute of Agriculture, The University of Sydney, 1 Central Avenue, Eveleigh, NSW, Australia – sequence: 27 givenname: Karen surname: Holmes fullname: Holmes, Karen organization: Department of Primary Industries and Regional Development, Perth, WA, Australia – sequence: 28 givenname: Ben surname: Harms fullname: Harms, Ben organization: Department of Environment and Science, Landscape Sciences, Brisbane, QLD, Australia – sequence: 29 givenname: Jonathan surname: Gray fullname: Gray, Jonathan organization: NSW Department of Planning, Industry and Environment, Parramatta, NSW, Australia – sequence: 30 givenname: Elisabeth surname: Bui fullname: Bui, Elisabeth organization: CSIRO Land and Water, Black Mountain Science and Innovation Park, Clunies Ross Street, Canberra – sequence: 31 givenname: Kaitlyn surname: Andrews fullname: Andrews, Kaitlyn organization: Department of Natural Resources, Mines and Energy, Resource Assessment and Information, Brisbane, QLD, Australia |
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| Keywords | Digital soil mapping Soil data systems Soil security Soil spatial prediction Soil covariates Australia Digital soil assessment |
| Language | English |
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| SubjectTerms | Agricultural sciences Australia Digital soil assessment Digital soil mapping Life Sciences Soil covariates Soil data systems Soil security Soil spatial prediction Soil study |
| Title | Digital soil mapping and assessment for Australia and beyond: A propitious future |
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