CliMond: Global high-resolution historical and future scenario climate surfaces for bioclimatic modelling

Methods in Ecology and Evolution

Volumn 3, Issue 1, 2012, Pages 53-64

  Kriticos, Darren J ^a,b   Webber, Bruce L ^a,c   Leriche, Agathe ^a,d   Ota, Noboru ^a   Macadam, Ian ^a,e   Bathols, Janice ^a   Scott, John K ^a  

^a CSIRO   (Australia)

^b Australia Cooperative Research Centre for National Plant Biosecurity   (Australia)

^c UNIVERSITY OF WESTERN AUSTRALIA   (Australia)

^d AVIGNON UNIVERSITÉ   (France)

^e UNIVERSITY OF NEW SOUTH WALES   (Australia)

Author keywords

Bioclim; Biosecurity; Climate change; Climatology; CLIMEX; Conservation biology; CRU; Invasion ecology; MaxEnt; Niche model; Pest risk assessment; Species distribution model; WorldClim

Indexed keywords

EID: 84867427892     PISSN: None     EISSN: 2041210X     Source Type: Journal    
DOI: 10.1111/j.2041-210X.2011.00134.x     Document Type: Article

References (61)

1. Allen, R.G., Pereira, L.S., Raes, D. & Smith, M. (1998) Crop Evapotranspiration: Guidelines for Computing Crop Water Requirements. FAO, Rome, 300 pp.
2. Andrewartha, H.G. & Birch, L.C. (1984) The Ecological Web: More on the Distribution and Abundance of Animals. University of Chicago Press, Chicago.
3. Baker, R.H.A., Sansford, C.E., Jarvis, C.H., Cannon, R.J.C., MacLeod, A. & Walters, K.F.A. (2000) The role of climatic mapping in predicting the potential geographical distribution of non-indigenous pests under current and future climates. Agriculture, Ecosystems and Environment, 82, 57-71.
4. Booth, T.H., Nix, H.A., Hutchinson, M.F. & Busby, J.R. (1987) Grid Matching: a new method for homoclime analysis. Agricultural and Forest Meteorology, 39, 241-255.
5. Broadhurst, L.M. & Coates, D.J. (2004) Genetic divergence among and diversity within two rare Banksia species and their common close relative in the subgenus Isostylis R.Br. (Proteaceae). Conservation Genetics, 5, 837-846.
6. Busby, J.R. (1991) BIOCLIM - a bioclimatic analysis and prediction tool. Plant Protection Quarterly, 6, 8-9.
7. Chefaoui, R.M., Hortal, J. & Lobo, J.M. (2005) Potential distribution modelling, niche characterization and conservation status assessment using GIS tools: a case study of Iberian Copris species. Biological Conservation, 122, 327-338.
8. Chefaoui, R.M. & Lobo, J.M. (2008) Assessing the effects of pseudo-absences on predictive distribution model performance. Ecological Modelling, 210, 478-486.
9. Daly, C. (2006) Guidelines for assessing the suitability of spatial climate data sets. International Journal of Climatology, 26, 707-721.
10. Department of Environment and Conservation (20072011) NatureMap: Mapping Western Australia's Biodiversity. Department of Environment and Conservation, Western Australia.
11. Elith, J., Kearney, M. & Phillips, S. (2010) The art of modelling range-shifting species. Methods in Ecology and Evolution, 1, 330-342.
12. Elith, J., Phillips, S.J., Hastie, T., Dudik, M., Chee, Y.E. & Yates, C.J. (2011) A statistical explanation of MaxEnt for ecologists. Diversity and Distributions, 17, 43-57.
13. Fitzpatrick, E.A. & Nix, H.A. (1970) The climatic factor in Australian grasslands. Australian Grasslands (ed R. Milton Moore ), pp. 3-26. Australian National University Press, Canberra.
14. Graham, C.H., Ferrier, S., Huettman, F., Moritz, C. & Peterson, A.T. (2004) New developments in museum-based informatics and applications in biodiversity analysis. Trends in Ecology & Evolution, 19, 497-503.
15. Guisan, A. & Thüiller, W. (2005) Predicting species distribution: offering more than simple habitat models. Ecology Letters, 8, 993-1009.
16. Hennessy, K.J. & Colman, R. (2007) Global climate change projections. Climate change in Australia - Technical Report 2007 (eds K.B. Pearce, P.N. Holper, M. Hopkins, W.J. Bouma, P.H. Whetton, K.J. Hennessy & S.B. Power ), pp. 148. CSIRO, Melbourne, Australia.
17. Hijmans, R.J., Cameron, S.E., Parra, J.L., Jones, P.G. & Jarvis, A. (2005) Very high resolution interpolated climate surfaces for global land areas. International Journal of Climatology, 25, 1965-1978.
18. Hutchinson, M.F. & Gessler, P.E. (1994) Splines - more than just a smooth interpolator. Geoderma, 62, 45-67.
19. Hutchinson, M., Xu, T., Houlder, D., Nix, H. & McMahon, J. (2009) ANUCLIM 6.0 User's Guide. Australian National University, Fenner School of Environment and Society, Canberra.
20. IPCC (2007) Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change (eds S. Solomon, D. Qin, M. Manning, Z. Chen, M. Marquis, K.B. Averyt, M. Tignor & H.L. Miller ), pp. 996. Cambridge University Press, Cambridge, UK and New York, NY, USA.
21. Julien, M.H., Skarratt, B. & Maywald, G.F. (1995) Potential geographical distribution of alligator weed and its biological control by Agasicles hygrophila. Journal of Aquatic Plant Management, 33, 55-60.
22. Kearney, M., Phillips, B.L., Tracy, C.R., Christian, K.A., Betts, G. & Porter, W.P. (2008) Modelling species distributions without using species distributions: the cane toad in Australia under current and future climates. Ecography, 31, 423-434.
23. Köppen, W.P. (1936) Das Geographische System der Klimate [The geographical system of the climate]. Handbuch der Klimatologie (eds W. Köppen & R. Geiger ), pp. 44. Gebrüder Bornträger, Berlin.
24. Kottek, M., Grieser, J., Beck, C., Rudolf, B. & Rubel, F. (2006) World map of the Köppen-Geiger climate classification updated. Meteorologische Zeitschrift, 15, 259-263.
25. Kriticos, D.J. & Leriche, A. (2010) The effects of spatial data precision on fitting and projecting species niche models. Ecography, 33, 115-127.
26. Kriticos, D.J. & Randall, R.P. (2001) A comparison of systems to analyse potential weed distributions. Weed Risk Assessment (eds R.H. Groves, F.D. Panetta & J.G. Virtue ), pp. 61-79. CSIRO Publishing, Melbourne, Australia.
27. Kriticos, D.J., Lamoureaux, S., Bourdôt, G.W. & Pettit, W. (2004) Nassella tussock: current and potential distributions in New Zealand. New Zealand Plant Protection, 57, 81-88.
28. Kriticos, D.J., Potter, K.J., Alexander, N., Gibb, A.R. & Suckling, D.M. (2007) Using a pheromone lure survey to establish the native and potential distribution of an invasive lepidopteran, Uraba lugens. Journal of Applied Ecology, 44, 853-863.
29. Lobo, J.M., Jiménez-Valverde, A. & Real, R. (2008) AUC: a misleading measure of the performance of predictive distribution models. Global Ecology and Biogeography, 17, 145-151.
30. Magarey, R.D., Sutton, T.B. & Thayer, C.L. (2005) A simple generic infection model for foliar fungal plant pathogens. Phytopathology, 95, 92-100.
31. 2 emission scenarios. Nature Geoscience, 3, 376-377.
32. Maywald, G.F., Kriticos, D.J., Sutherst, R.W. & Bottomley, W. (2007) Dymex Model Builder Version 3: User's Guide. Hearne Publishing, Melbourne.
33. Meehl, G.A., Covey, C., Delworth, T., Latif, M., McAvaney, B., Mitchell, J.F.B., Stouffer, R.J. & Taylor, K.E. (2007) The WCRP CMIP3 multimodel dataset: a new era in climate change research. Bulletin of the American Meteorological Society, 88, 1383-1394.
34. Mitchell, T.D., Carter, T.R., Jones, P.D., Hulme, M. & New, M. (2004) A comprehensive set of climate scenarios for Europe and the globe: the observed record (1900-2000) and 16 scenarios (2000-2100). University of East Anglia, Norwich, UK, pp. 30.
35. Moss, R.H. & Schneider, S.H. (2000) Uncertainties in the IPCC TAR: recommendations to lead authors for more consistent assessment and reporting. Guidance Papers on the Cross Cutting Issues of the Third Assessment Report of the IPCC (eds R. Pachauri, T. Taniguchi & K. Tanaka ), pp. 33-51. World Meteorological Organization, Geneva.
36. Nakićenović, N. & Swart, R. (2000) Special Report on Emissions Scenarios. A Special Report of Working Group III of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge and New York, USA.
37. New, M., Hulme, M. & Jones, P. (1999) Representing twentieth-century space-time climate variability. Part I: Development of a 1961-90 mean monthly terrestrial climatology. Journal of Climate, 12, 829-856.
38. New, M., Lister, D., Hulme, M. & Makin, I. (2002) A high-resolution data set of surface climate over global land areas. Climate Research, 21, 1-25.
39. NGDC (2000) Global Land One-kilometer Base Elevation (GLOBE) Digital Elevation Data: Version 1.0.http://www.ngdc.noaa.gov/mgg/topo/globe.html.
40. Panetta, F.D. & Mitchell, N.D. (1991) Homoclime analysis and the prediction of weediness. Weed Research, 31, 273-284.
41. Parmesan, C., Ryrholm, N., Stefanescu, C., Hill, J.K., Thomas, C.D., Descimon, H., Huntley, B., Kaila, L., Kullberg, J., Tammaru, T., Tennent, W.J., Thomas, J.A. & Warren, M. (1999) Poleward shifts in geographical ranges of butterfly species associated with regional warming. Nature, 399, 579-583.
42. Peel, M.C., Finlayson, B. & McMahon, T. (2007) Updated world map of the Köppen-Geiger climate classification. Hydrology and Earth System Sciences, 11, 1633-1644.
43. Phillips, S.J. & Dudík, M. (2008) Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography, 31, 161-175.
44. Rahmstorf, S., Cazenave, A., Church, J.A., Hansen, J.E., Keeling, R.F., Parker, D.E. & Somerville, R.C.J. (2007) Recent climate observations compared to projections. Science, 316, 709.
45. Randall, D.A., Wood, R.A., Bony, S., Colman, R., Fichefet, T., Fyfe, J., Kattsov, V., Pitman, A., Shukla, J., Srinivasan, J., Stouffer, R.J., Sumi, A. & Taylor, K.E. (2007) Climate models and their evaluation. Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change (eds S. Solomon, D. Qin, M. Manning, Z. Chen, M. Marquis, K.B. Averyt, M. Tignor & H.L. Miller ), pp. 590-662. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA.
46. Robertson, M.P., Kriticos, D.J. & Zachariades, C. (2008) Climate matching techniques to narrow the search for biological control agents. Biological Control, 46, 442-452.
47. Rosenberg, N.J., Blad, B.L. & Verma, S.B. (1990) Microclimate. John Wiley & Sons, New York.
48. Russell, R.J. (1931) Dry climates of the United States: I climatic map. University of California, Publications in Geography, 5, 1-41.
49. Sutherst, R.W. & Bourne, A.S. (2009) Modelling non-equilibrium distributions of invasive species: a tale of two modelling paradigms. Biological Invasions, 11, 1231-1237.
50. Sutherst, R.W. & Maywald, G.F. (1985) A computerised system for matching climates in ecology. Agriculture, Ecosystems and Environment, 13, 281-299.
51. Sutherst, R.W., Maywald, G.F. & Kriticos, D.J. (2007) CLIMEX Version 3: User's Guide. Hearne Scientific Software Pty Ltd, http://www.Hearne.com.au .
52. Unwin, D.M. (1980) Microclimate Measurement for Ecologists. Academic Press, London.
53. Vaclavik, T. & Meentemeyer, R.K. (2009) Invasive species distribution modeling (iSDM): are absence data and dispersal constraints needed to predict actual distributions? Ecological Modelling, 220, 3248-3258.
54. VanDerWal, J., Shoo, L.P., Graham, C. & Williams, S.E. (2009) Selecting pseudo-absence data for presence-only distribution modeling: how far should you stray from what you know? Ecological Modelling, 220, 589-594.
55. Venette, R.C., Kriticos, D.J., Magarey, R., Koch, F., Baker, R.H.A., Worner, S., Gómez, N.N., McKenney, D., Dobesberger, E., Yemshanov, D., De Barro, P., Hutchison, W.D., Fowler, G., Kalaris, T. & Pedlar, J. (2010) Pest risk maps for invasive alien species: a roadmap for improvement. BioScience, 80, 349-362.
56. von Walter, H.B. & Leith, H. (1960) Klimadiagramm-Weltatlas. VEB Gustav Fischer Verlag, Jena.
57. Webber, B.L., Yates, C.J., Le Maitre, D.C., Scott, J.K., Kriticos, D.J., Ota, N., McNeill, A., Le Roux, J.J. & Midgley, G.F. (2011) Modelling horses for novel climate courses: insights from projecting potential distributions of native and alien Australian acacias with correlative and mechanistic models. Diversity and Distributions. DOI: 10.1111/j.1472-4642.2011.00811.x.
58. Whetton, P.H., McInnes, K.L., Jones, R.N., Hennessy, K.J., Suppiah, R., Page, C.M., Bathols, J.M. & Durack, P. (2005) Australian Climate Change Projections for Impact Assessment and Policy Application: A Review. CSIRO Marine and Atmospheric Research, Melbourne, Australia, pp. 33.
59. Wilcock, A.A. (1968) Köppen after fifty years. Annals of the Association of American Geographers, 58, 12-28.
60. Woodward, F.I. & Long, S.P. (1988) Temperature and the distribution of plant species. Plants and Temperature, Symposium of the Society for Experimental Biology. Company of Biologists, Cambridge.
61. Yates, C.J., McNeill, A., Elith, J. & Midgley, G.F. (2010) Assessing the impacts of climate change and land transformation on Banksia in the South West Australian Floristic Region. Diversity and Distributions, 16, 187-201.