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Publications -- Janet Franklin

BOOKS

Franklin, J., Mapping Species Distributions: Spatial Inference and Prediction, in press, Cambridge University Press, Cambridge, UK, (anticipated publication Dec 2009).

If you would like any of these reprints, email me to request a reprint Janet.Franklin<at>.asu.edu

Refereed Journal Articles

  1. Syphard, A. D. and Franklin, J., In Press, Species’ functional type affects the accuracy of species distribution models for plants in southern California, Journal of Vegetation Science (Both authors contributed equally to this paper.)

  2. Syphard, A. D. and Franklin, J., In Press, Differences in spatial predictions among species distribution modeling methods vary with species traits and environmental predictors, Ecography

  3. Franklin, J., In Press, Vegetation dynamics and exotic plant invasion following high severity crown fire in a southern California conifer forest, Plant Ecology

  4. Keeley, J. E., Safford, H., Fotheringham, C.J., Franklin, J., and Moritz, M., 2009, The 2007 Southern California wildfires: Lessons in complexity, Journal of Forestry 107:287-296

  5. Lewison, R. L., Soykan, C. and Franklin, J., 2009, Mapping the bycatch seascape: Multi-species and multi-scale spatial patterns of fisheries bycatch, Ecological Applications 19(4): 920-930.

  6. Franklin, J., Wejnert, K., Hathaway, S., Rochester, C. and Fisher, R., 2009, Effect of species rarity on the accuracy of species distribution models for reptiles and amphibians in southern California, Diversity and Distributions 15: 167-177; . DOI: 10.1111/j.1472-4642.2008.00536.x

  7. 7. Franklin, J. and Steadman, D. W., 2008, Prehistoric species richness of birds on oceanic islands, Oikos 117: 1885-1891. DOI 10.1111/j.2008.0030-1299.16922.x

  8. Franklin, J., G. Keppel and W. A. Whistler, 2008. The flora and vegetation of Lakeba, Nayau and Aiwa Islands, Central Lau Group, Fiji, Micronesica 40(1/2): 169-225; published 7/08.

  9. Hierl, L. A., Franklin, J., Deutchman, D. H., Regan, H. M., and Johnson, B. S., 2008, Assessing and prioritizing ecological communities for monitoring in a regional habitat conservation plan, Environmental Management 42(1): 165-179; published 5/26/08. DOI 10.1007/s00267-008-9109-3

  10. Rogan, J., J. Franklin, D. Stow, J. Miller, D.A. Roberts, and C. Woodcock, 2008, Mapping land cover modifications over large areas: a comparison of machine learning techniques. Remote Sensing of Environment 112(5):2272-2283. Published 5/18/08. doi:10.1016/j.rse.2007.10.004

  11. Regan, H. M., Hierl, L. A., Franklin, J., Deutchman, D. H., Schmalbach, H., Winchell, C. S. and Johnson, B. S., 2008, Species prioritisation for monitoring and management in regional multiple species conservation plans, Diversity and Distributions 14: 462-471; published online 12/21/07; doi: 10.1111/j.1472-4642.2007.00447.x

  12. Franklin, J., 2007, Recovery from clearing, cyclone and fire in rain forest of Tonga, South Pacific: vegetation dynamics 1995-2005, Austral Ecology 32(7): 789-797; published 10/1/07. DOI: 10.1111/j.1442-9993.2007.01766.x

  13. Schmalbach, H., J. Franklin and J. F. O’Leary, 2007, Patterns of post-fire regeneration in a southern California mixed chaparral community, Madrońo 54(1): 1-12, published 7/07.

  14. Fall, P. L., Drezner, T. D., Franklin, J., 2007, Dispersal ecology of the lowland rainforest in the Vava'u Island Group, Kingdom of Tonga, New Zealand Journal of Botany 45: 393-417; published 6/07.

  15. Syphard A. D., J. Yang, J. Franklin, H. S. He and J. E. Keeley, 2007, Calibrating a forest landscape model to simulate high fire frequency in Mediterranean-type shrublands, Environmental Modelling and Software 22: 1641-1653. published 6/27/07. doi:10.1016/j.envsoft.2007.01.004

  16. Miller, J., J. Franklin and R. Aspinall, 2007, Incorporating spatial dependence in predictive vegetation models, Ecological Modelling 202: 225-242. Submitted 4/05; accepted 12/11/06; published 3/07. doi:10.1016/j.ecolmodel.2006.12.012

  17. Syphard, A. D., K. C. Clarke and J. Franklin, 2007, Simulating frequent fire and urban growth in southern California coastal shrublands, USA, Landscape Ecology 22: 431-445; published 03/07; DOI 10.1007/s10980-006-9025-y

  18. Stow, D., Petersen, A., J. Franklin, and J. Rogan, 2007, Mapping fire effects on Mediterranean type vegetation using satellite multispectral data, GIScience and Remote Sensing 44(1): 1-23. published 03/07.

  19. Franklin, J. and S. J. Rey, 2007, Spatial patterns of tropical forest trees in Western Polynesia suggest recruitment limitations during secondary succession, Journal of Tropical Ecology 23: 1-12; Accepted 01/06; published 2/07. doi:10.1017/S0266467406003774

  20. Comer Santos, K., C. Tague, A. C. Alberts and J. Franklin, 2006, Sea turtle nesting on the US Naval Station, Guantanamo Bay, Cuba: A comparison of habitat suitability index models, Chelonian Conservation and Biology vol 5(2): 175-187. Published 12/06. DOI: 10.1043/1071-8443(2006)5[175:STNHOT]2.0.CO;2

  21. Miller, J., and J. Franklin, 2006, Explicitly incorporating spatial dependence in predictive vegetation models as explanatory variables: a Mojave Desert case study, Journal of Geographical Systems 9(4): 411-435; published 12/06. DOI 10.1007/s10109-006-0035-8.

  22. Franklin, J., Spears-Lebrun, L., D. Deutschman, and K. Marsden, 2006, Impact of a high-intensity fire on mixed evergreen and mixed conifer forests in the Peninsular Ranges of southern California, USA, Forest Ecology and Management 235: 18-29; published 10/06. doi:10.1016/j.foreco.2006.07.023.

  23. Syphard A. D., J. Franklin, and J. E. Keeley, 2006, Simulating the effects of frequent fire on southern California coastal shrublands, Ecological Applications 16(5): 1744-1756; published 9/06.

  24. Franklin, J., S. Wiser, D. R. Drake, L. Burrows and W. Sykes, 2006, Environment, disturbance history and rain forest composition across the islands of Tonga, Western Polynesia, Journal of Vegetation Science 17:233-244; published 4/4/06.

  25. Franklin, J, A. D. Syphard, H. He and D. Mladenoff, 2005, The effects of altered fire regimes on patterns of plant succession in the foothills and mountains of southern California, Ecosystems 8(8): 885-898; published 12/05.

  26. Hines, E. M., J. Franklin and J. R. Stephenson, 2005, Estimating the effects of map error on habitat delineation for the California Spotted Owl in southern California, Transactions in GIS 9(4): 541-559. published 09/05.

  27. Scull, P., O.A. Chadwick, J. Franklin, and G. Okin, 2005, A comparison of prediction methods to create spatially distributed soil property maps using soil survey data for an alluvial basin in the Mojave Desert, California, Professional Geographer 57(3): 423-437. published 08/05.

  28. Syphard, A. D., K. Clarke and J. Franklin, 2005, Using a cellular automaton model to forecast the effects of urban growth on habitat pattern in southern California, Ecological Complexity 2: 185-203. published 08/05.

  29. Akçakaya, H. R., J. Franklin, A. D. Syphard, and J. R. Stephenson, 2005, Viability of Bell's Sage Sparrow (Amphispiza belli ssp. belli) under altered fire regimes, Ecological Applications 15(2): 521-531. published 3/05.

  30. Scull, P., J. Franklin, and O. Chadwick, 2005, The application of classification tree analysis to soil type prediction in a desert landscape, Ecological Modelling 181(1): 1-15. published 01/05.

  31. Syphard, A. D. and J. Franklin, 2004. Spatial aggregation effects on the simulation of landscape pattern and ecological processes in southern California plant communities, Ecological Modelling 180(1): 21-40. Special Issue. published 12/04.

  32. Franklin, J., C. Coulter and S. J. Rey, 2004, Change over 70 years in a southern California chaparral community related to fire history, Journal of Vegetation Science 15: 701-710. Accepted 6/16/04, published 8/04.

  33. McConkey, K. R., D. R. Drake, J. Franklin, and F. Tonga, 2004, Effects of Cyclone Waka on fruit bat populations in Tonga, Journal of Tropical Ecology 20(4): 555-561. Accepted 1/20/04, published 8/04.

  34. Franklin, J., D. R. Drake, K. R. McConkey, F. Tonga and L. B. Smith, 2004, The effects of Cyclone Waka on the structure of lowland tropical rain forest in Vava’u, Tonga, Journal of Tropical Ecology, 20(4): 409-420. Accepted 6/16/03, published 7/04.

  35. Wells, M. L., J. F. O’Leary, J. Franklin, J. Michaelsen and D. E. McKinsey, 2004, Variations in a regional fire regime related to vegetation type in San Diego County, California, Landscape Ecology, 19: 139-152.

  36. Franklin, J., 2003, Regeneration and growth of pioneer and shade-tolerant rain forest trees in Tonga, New Zealand Journal of Botany 41(4): 669-684. Published 11/26/03.

  37. Rogan, J., J. Miller, D. Stow, J. Franklin, L. Levien and C. Fischer, 2003, Land cover change monitoring in southern California using multitemporal Landsat TM and ancillary data, Photogrammetric Engineering and Remote Sensing 69(7): 793-804. 2004 Leica Geosystems Award for Best Scientific Paper in Remote Sensing published in PERS.

  38. Scull, P., J. Franklin, and D. McArthur, 2003, Predictive soil mapping: a review, Progress in Physical Geography 27(2): 171-197.

  39. Franklin, J., 2003, Clustering versus regression trees for determining Ecological Land Units in the southern California mountains and foothills, Forest Science, Special Issue on Forestry Remote Sensing, 49(3): 354-368.

  40. Phinn, S.R., D.S. Stow, J. Franklin, L.A.K. Mertes and J. Michaelsen, 2003, Optimizing remotely sensed data for ecosystem analyses: combining hierarchy theory and scene models, Environmental Management 31(3): 429-441.

  41. Miller, J. and J. Franklin, 2002, Predictive vegetation modeling with spatial dependence -- vegetation Alliances in the Mojave Desert, Ecological Modelling 157:227-247.

  42. Franklin, J., 2002, Enhancing a regional vegetation map with predictive models of dominant plant species in chaparral, Applied Vegetation Science 5: 135-146.

  43. Rogan, J., J. Franklin, and D. A. Roberts, 2002, A comparison of methods for monitoring multitemporal vegetation change using Thematic Mapper imagery, Remote Sensing of Environment 80(1): 143-156.

  44. Rogan, J., and J. Franklin, 2001, Mapping wildfire burn severity in southern California forests and shrublands using Enhanced Thematic Mapper imagery, GeoCarto International 16(4): 89-99.

  45. Franklin, J., D. Simons, D, Beardsley, H. Gordon and J. M. Rogan, 2001, Evaluating errors in a digital vegetation map with forest inventory data and accuracy assessment using fuzzy sets, Transactions in GIS 5(4): 285-304.

  46. Meentemeyer, R., A. Moody, and J. Franklin. 2001, Landscape-scale patterns of shrub-species abundance in California chaparral: the role of topographically mediated resource gradients, Plant Ecology, 156(1): 19-41.

  47. Franklin, J., A. D. Syphard, R. P. Martin, D. J. Mladenoff, H. S. He, D. K. Simons, D. Deutschman, and J. F. O’Leary, 2001, Simulating the effects of different fire regimes on plant functional groups in Southern California, Ecological Modelling 142(3): 261-283.

  48. Swenson, J. J. and J. Franklin, 2000, The effects of future urban development on habitat fragmentation in the Santa Monica Mountains, Landscape Ecology 15(8): 713-730.

  49. Franklin, J., C. E. Woodcock, and R. Warbington, 2000, Digital vegetation maps of forest lands in California: Integrating satellite imagery, GIS modeling, and field data in support of resource management, Photogrammetric Engineering and Remote Sensing 66(10): 1209-1217.

  50. Steadman, D.W. and J. Franklin, 2000, A preliminary survey of landbirds on Lakeba, Lau Group, Fiji, Emu 100: 227-235.

  51. Steadman, D. W., J. Franklin, D. R. Drake, H. B. Freifeld, L. A. Bolick, D. S. Smith and T Motley, 1999, Conservation status of forests and vertebrate communities in the Vava'u Island Group, Tonga, Pacific Conservation Biology 5: 191-207.

  52. Carpenter, G. A., S. Gopal, S. Macomber, S. Martens, C. E. Woodcock and J. Franklin, 1999, A neural network method for efficient vegetation mapping, Remote Sensing of Environment 70(3): 326-338.

  53. Franklin, J., D. R. Drake, L. A. Bolick, D. S. Smith and T Motley, 1999, Rain forest composition and patterns of secondary succession in the Vava’u Island Group, Tonga, Journal of Vegetation Science 10(1): 51-64.

  54. Franklin, J., 1998, Predicting the distributions of shrub species in California chaparral and coastal sage communities from climate and terrain-derived variables, Journal of Vegetation Science 9: 733-748.

  55. Abeyta, A. and J. Franklin, 1998, The accuracy of vegetation stand boundaries derived from image segmentation in a desert environment, Photogrammetric Engineering and Remote Sensing 64(1): 59-66.

  56. Shandley, J., J. Franklin, and T. White, 1996, Testing the Woodcock-Harward segmentation algorithm in an area of southern California chaparral and woodland vegetation, International Journal of Remote Sensing 17(5): 983-1004.

  57. Phinn, S., J. Franklin, D. Stow, A. Hope and L. Huenneke, 1996, Biomass distribution mapping using airborne digital video imagery and spatial statistics in a semi-arid environment, Journal of Environmental Management 47(2): 139-165.

  58. Franklin, J., 1995, Predictive vegetation mapping: geographic modeling of biospatial patterns in relation to environmental gradients. Progress in Physical Geography 19(4): 494-519.

  59. Franklin, J., J. Duncan, A.R. Huete, W.J.D. van Leeuwen, X. Li and A. Begue, 1994, Radiative transfer in shrub savanna sites in Niger -- preliminary results from HAPEX-II/Sahel: 1. Modeling surface reflectance using a geometric-optical approach, Agricultural and Forest Meteorology 69: 223-245.

  60. van Leeuwen, W.J.D., A.R. Huete, J. Duncan and J. Franklin, 1994, Radiative transfer in shrub savanna sites in Niger -- preliminary results from HAPEX-II/Sahel: 3. Optical dynamics and vegetation index sensitivity to biomass and plant cover, Agricultural and Forest Meteorology 69: 267-288.

  61. Duncan, J., D. Stow, J. Franklin and A. Hope, 1993, Assessing the relationship between spectral vegetation indices and shrub cover in the Jornada Basin, New Mexico, International Journal of Remote Sensing 14: 3395-3416.

  62. Franklin, J., J. Duncan and D. L. Turner, 1993, Reflectance of vegetation and soil in Chihuahuan desert plant communities from ground radiometry using SPOT wavebands, Remote Sensing of Environment 46: 291-304.

  63. Franklin, J. 1993, Discrimination of tropical vegetation types using SPOT multispectral data, GeoCarto 8: 57-63.

  64. Hanan, N.P., S.D. Prince and J. Franklin, 1993, Reflectance properties of West African savanna trees from ground radiometer measurements II. Classification of reflectance components, International Journal of Remote Sensing 14: 1081-1097.

  65. Franklin, J. and D.L. Turner, 1992, The application of a geometric optical canopy reflectance model to semiarid shrub vegetation, IEEE Transactions on Geoscience and Remote Sensing 30(2): 293-301.

  66. Franklin, J. and M. Merlin, 1992, Species-environment patterns of forest vegetation on the uplifted reef limestone of Atiu, Miti'aro and Ma'uke, Cook Islands, Journal of Vegetation Science 3: 3-14.

  67. Franklin, J. and D. Steadman, 1991, The potential for conservation of Polynesian birds through habitat mapping and species translocation, Conservation Biology 5(4): 506-521.

  68. Franklin, J. and P. Hiernaux, 1991, Estimating foliage and woody biomass in Sahelian and Sudanian woodlands using a remote sensing model, International Journal of Remote Sensing 12(6): 1387-1404.

  69. Franklin, J., S.D. Prince, A.H. Strahler, N.P. Hanan, and D.S. Simonett, 1991, Reflectance and transmission properties of West African savanna trees from ground radiometer measurements, International Journal of Remote Sensing 12(6): 1369-1385.

  70. Davis, F.W., Quattrochi, D.A., Ridd, M.K., Lam, N.S-N., Walsh, S.J., Michaelsen, J.C., Franklin, J., Stow, D.A., Johannsen, C.J. and Johnston, C.A., 1991, Environmental analysis using integrated GIS and remotely sensed data: some research needs and priorities, Photogrammetric Engineering and Remote Sensing 57(6) 689-697.

  71. Franklin, J., F.W. Davis and P. Lefebvre, 1991, Thematic Mapper analysis of tree cover in semiarid woodlands using a model of canopy shadowing, Remote Sensing of Environment 36: 189-202.

  72. Franklin, J., 1991, Land cover stratification using Landsat Thematic Mapper data in Sahelian and Sudanian woodland and wooded grassland, Journal of Arid Environments 20: 141-1163.

  73. Franklin, J. and A.H. Strahler, 1988, Invertible canopy reflectance modeling of vegetation in semiarid savanna, IEEE Transactions on Geoscience and Remote Sensing GE-26: 809-825.

  74. Getis, A. and J. Franklin, 1987, Second-order neighborhood analysis of mapped point patterns, Ecology 68: 473-477.

  75. Franklin, J., 1986, Thematic Mapper analysis of coniferous forest structure and composition, International Journal of Remote Sensing 7: 1287-1301.

  76. Franklin, J., T.L. Logan, C.E. Woodcock, and A.H. Strahler, 1986, Coniferous forest classification and inventory using Landsat and digital terrain data, IEEE Transactions on Geoscience and Remote Sensing GE-24: l39-l49.

  77. Franklin, J., J. Michaelsen, and A.H. Strahler, 1985, Spatial analysis of density dependent pattern in coniferous forest stands, Vegetatio 64: 29-36.

  78. Woodcock, C.E., A.H. Strahler, and J. Franklin, 1983, Remote sensing for land management and planning, Environmental Management 7: 223-238.

Invited Book Chapters

  1. Miller, J. and J. Franklin, in press, Explicitly incorporating spatial dependence in predictive vegetation models in the form of explanatory variables: A Mojave desert case study (reprinted with updates from J. Geogr. Syst.), in Handbook of applied spatial analysis, Fischer M. M. and Getis, A., editors, Springer, New York, ###-###.

  2. Franklin, J., in press, Spatial point pattern analysis of plants, in, Perspectives on spatial data analysis, Rey, S. J. and Anselin, L., editors, Springer, New York. Accepted 12/16/06

  3. Tague, C. L., L. E Band, and J. Franklin, 2005, Terrestrial ecosystems, in, Encyclopedia of Hydrological Sciences, published on-line, http://www.wiley.co.uk/ehs, Anderson, M. G., editor-in-chief, Wiley, New York, Chapter 103 (14 pages).

  4. Possingham, Hugh P., Janet Franklin, Kerrie Wilson and Tracey J. Regan, 2005, The role of landscape heterogeneity and ecosystem processes in conservation planning, in, Ecosystem Function in Heterogeneous Landscapes, Lovett, G., Jones, C., Turner, M. G., and Weathers, K., editors, Springer, New York, 389-406 (submitted 10/03; accepted 3/16/04; published 9/05) (refereed).

  5. Franklin, J., C. E. Woodcock S. R. Phinn and J. Rogan, 2003, Rationale and conceptual framework for classification approaches to assess forest resources and properties, in Remote Sensing of Forest Environments: Concepts and Case Studies, M. Wulder and S. E. Franklin, editors, Kluwer Academic Publishers, 279-300.

  6. Thomas, K., Keeler-Wolf, T. and Franklin, J., 2002, A comparison of fine- and coarse-resolution environmental variables toward predicting vegetation distribution in the Mojave Desert, in Predicting Species Occurrences: Issues of Accuracy and Scale, J. M. Scott, P. J. Heglund, M. Morrison, M. Raphael, J. Haufler and B. Wall, Editors, Island Press, Covello, CA, 133-139. (refereed)

  7. Franklin, J., Keeler-Wolf, T., Thomas, K., Shaari, D. A., Stine, P., Michaelsen. J. and Miller, J., 2001, Stratified sampling for field survey of environmental gradients in the Mojave Desert Ecoregion, in GIS and Remote Sensing Applications in Biogeography and Ecology, A. Millington, S. J. Walsh and P. Osborne, Editors, Kluwer Academic Publishers, Netherlands, 229-253 (refereed).

  8. Franklin, J., 2001, Geographic information science and ecological assessment, in An Integrated Ecological Assessment Protocols Guidebook, P. Bourgeron, M. Jensen and G. Lessard (eds.), Springer-Verlag, New York, 151-161 (refereed).

  9. Franklin, J., P. McCullough, and C. Gray. 2000, Terrain variables used for predictive mapping of vegetation communities in Southern California, in Terrain Analysis: Principles and Applications, J. P. Wilson and J. C. Gallant (eds.), John Wiley & Sons, New York, 331-353 (refereed).

  10. Franklin, J. and Woodcock, C.E., 1997, Multiscale vegetation data for the mountains of Southern California: spatial and categorical resolution, in: Scale in remote sensing and GIS, D. A. Quattrochi and M. F. Goodchild, eds., CRC/Lewis Publishers Inc., Boca Raton, FL., 141-168 (refereed).
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