Estimating cover of an invasive grass (Bromus tectorum) using tobit regression and phenology derived from two dates of Landsat ETM+ data

References

• Ager AA Owens KE Characterizing meadow vegetation with multitemporal Landsat Thematic Mapper remote sensing, Research Note PNW‐RN‐544, United States Department of Agriculture, Forest Service, Portland, Oregon 2004
   Google Scholar
• Austin , PC . 2002 . A comparison of methods for analyzing health‐related quality‐of‐life measures. . Value in Health , 5 : 329 – 337 .
   PubMed Web of Science ®Google Scholar
• Austin , PC , Escobar , M and Kopec , JA . 2000 . The use of the Tobit model for analyzing measures of health status. . Quality of Life Research , 9 : 901 – 910 .
   PubMed Web of Science ®Google Scholar
• Beers , TW , Dress , PE and Wensel , LC . 1966 . Aspect transformation in site productivity research. . Journal of Forestry , 64 : 691
   Web of Science ®Google Scholar
• Billings WD Ecological impacts of cheatgrass and resultant fire on ecosystems in the western Great Basin. 1994 In Proceedings—Ecology and Management of Annual Rangelands Monsen S. B, Kitchen S. G, eds. Ogden Utah United States Department of Agriculture, Forest Service, General Technical Report INT‐GTR‐313 22 30
   Google Scholar
• Brown JK Smith JK 2000 Wildland Fire in Ecosystems: Effects of Fire on Flora Ogden Utah United States Department of Agriculture, Forest Service, General Technical Report RMRS‐GTR‐42 volume 2
   Google Scholar
• Byeungwoo , J and Landgrebe , DA . 1999 . Decision fusion approach for multitemporal classification. . IEEE Transactions on Geoscience and Remote Sensing , 37 : 1227 – 1233 .
   Web of Science ®Google Scholar
• Daly , C , Neilson , RP and Phillips , DL . 1994 . A statistical‐topographic model for mapping climatological precipitation over mountainous terrain. . Journal of Applied Meteorology , 33 : 140 – 158 .
   Google Scholar
• Davidson , A and Csillag , F . 2001 . The influence of vegetation index and spatial resolution on a two‐date remote sensing derived relation to C4 species coverage. . Remote Sensing of Environment , 75 : 138 – 151 .
   Web of Science ®Google Scholar
• Davidson , A and Csillag , F . 2003 . A comparison of three approaches for predicting C4 species cover of northern mixed grass prairie. . Remote Sensing of Environment , 86 : 70 – 82 .
   Web of Science ®Google Scholar
• Dwivedi , RS , Sankar , TR , Venkataratnam , L and Rao , DP . 1993 . Detection and delineation of various desert terrain features using Landsat‐TM derived image transforms. . Journal of Arid Environments , 25 : 151 – 162 .
   Web of Science ®Google Scholar
• Edwards , TCJr , Moisen , GG and Cutler , DR . 1998 . Assessing map accuracy in a remotely sensed, ecoregion‐scale cover map. . Remote Sensing of Environment , 63 : 73 – 83 .
   Web of Science ®Google Scholar
• Egbert , S , Lauver , C , Blodgett , C , Price , K and Martinko , E . 1997 . Mapping the Kansas grasslands: A multiseasonal approach. . GAP Analysis Bulletin , 6 : 12 – 13 .
   Google Scholar
• ERDAS 2002 ERDAS Imagine 8.6 Heerbrugg Germany Leica Geosystems, ERDAS LLC
   Google Scholar
• ESRI 1995–2003 ArcPad 6.0 Redlands California Environmental Systems Research Institute, Inc.
   Google Scholar
• Greene WH 1990 Economic Analysis New York Macmillan Publishing
   Google Scholar
• Hann WJ Jones JL Karl MG Hessburg PF Kean RE Long DG Menakis JP McNicoll CH Leonard SG Gravenmier RA Smith BG 1997 An Assessment of Ecosystem Components in the Interior Columbia Basin and Portions of the Klamath and Great Basins. Vol. II. Landscape Dynamics of the Basin Portland Oregon United States Department of Agriculture, Forest Service, General Technical Report PNW‐GTR‐405
   Google Scholar
• Homer C Intermountain region land cover characterization CD‐ROM, Utah State University, Remote Sensing/GIS Laboratories, Logan, Utah 1998
   Google Scholar
• Huang C Wylie B Yang L Homer C Zylstra G sans datum, Derivation of a tasseled cap transformation based on Landsat 7 at‐satellite reflectance. Available online from the United States Geological Survey at http://landcover.usgs.gov/pdf/tasseled.pdf (accessed 2003)
   Google Scholar
• Jensen JR 1996 Introductory Digital Image Processing: A Remote Sensing Perspective 2nd edition Englewood Cliffs New Jersey Prentice Hall
   Google Scholar
• Kellogg , EA . 1985 . Variation and names in the Poa secunda complex. . Journal of Range Management , 38 : 516 – 521 .
   Google Scholar
• Knick , ST , Rottenberry , JT and Zarriello , TJ . 1997 . Supervised classification of Landsat Thematic Mapper imagery in a semi‐arid rangeland by nonparametric discriminant analysis. . Photogrammetric Engineering and Remote Sensing , 63 : 79 – 86 .
   Web of Science ®Google Scholar
• Langley , SK , Cheschire , HM and Humes , KS . 2001 . A comparison of single date and multitemporal satellite image classifications in a semi‐arid grassland. . Journal of Arid Environments , 49 : 401 – 411 .
   Web of Science ®Google Scholar
• Liu , QJ , Takamura , T , Takeuchi , N and Shao , G . 2002 . Mapping of boreal vegetation of a temperate mountain in China by multitemporal Landsat TM imagery. . International Journal of Remote Sensing , 23 : 3385 – 3405 .
   Web of Science ®Google Scholar
• Menakis JP Osborne D Miller M Mapping the cheatgrass‐caused departure from historical natural fire regimes in the Great Basin, USA. 2003 In Fire, Fuel Treatments, and Ecological Restoration: Conference Proceedings, Fort Collins, Colorado, 16–18 April 2002 Fort Collins Colorado United States Department of Agriculture, Forest Service, Proceedings RMRS‐P‐29 281 288
   Google Scholar
• Milman AS 1999 Mathematical Principles of Remote Sensing Ann Arbor Michigan Sleeping Bear Press
   Google Scholar
• Olden , JD and Jackson , DA . 2000 . Torturing data for the sake of generality: how valid are our regression models? . Ecoscience , 7 : 501 – 510 .
   Web of Science ®Google Scholar
• Peterson EB Analysis and prediction of patterns in lichen communities over the western Oregon landscape. 2000 PhD thesis, Oregon State University
   Google Scholar
• R Development Core Team R 1.6.1 ‐ A language and environment. 2002 Available online at http://www.r‐project.org (accessed 2002)
   Google Scholar
• Schino , G , Borfeccia , F , De Cecco , L , Dibari , C , Iannetta , M , Martini , S and Pedrotti , F . 2003 . Satellite estimate of grass biomass in a mountainous range in central Italy. . Agroforestry Systems , 59 : 157 – 162 .
   Web of Science ®Google Scholar
• Soreng , RJ . 1991 . Notes on new infraspecific taxa and hybrids in North American Poa (Poaceae). . Phytologia , 71 : 390 – 413 .
   Google Scholar
• Tobin , J . 1958 . Estimation of relationships for limited dependent variables. . Econometrica , 26 : 24 – 36 .
   Web of Science ®Google Scholar
• Tueller , PT . 1987 . Remote sensing science applications in arid environments. . Remote Sensing of Environment , 23 : 143 – 154 .
   Web of Science ®Google Scholar
• Tueller PT Great Basin annual vegetation patterns assessed by remote sensing. 1994 In: Proceedings—Ecology and Management of Annual Rangelands Monsen S. B, Kitchen S. G, eds. Ogden Utah United States Department of Agriculture, Forest Service, General Technical Report INT‐GTR‐313 126 131
   Google Scholar
• USGS (United States Geological Survey) National Elevation Dataset. 1999 Available online at http://mac.usgs.gov/mac/isb/pubs/factsheets/fs14899.html (accessed February 2003)
   Google Scholar
• USGS EarthExplorer Product Definition. 2002 Available online at http://edcsns17.cr.usgs.gov/helpdocs/landrecipedes.html (accessed 2003)
   Google Scholar
• USGS National Gap Analysis Program. 2003 Available online at http://www.gap.uidaho.edu (accessed 2004)
   Google Scholar
• West NE Synecology and disturbance regimes of sagebrush steppe ecosystems. 1999 In Sagebrush Steppe Ecosystems Symposium Entwistle P. G, DeBolt A. M, Kaltenecker J. H, Steenhof K, eds. Boise Idaho United States Department of Interior, Bureau of Land Management, Publication No. BLM/ID/PT‐001001+1150 15 26
   Google Scholar
• West NE Young JA Intermountain valleys and lower mountain slopes. 2000 In North American Terrestrial Vegetation Barbour M. G, Billings W. D, eds. Cambridge Cambridge University Press 225 284
   Google Scholar
• Whisenant SG Changing fire frequencies on Idaho's Snake River Plains: Ecological and management implications. 1990 In Symposium on Cheatgrass Invasion, Shrub Die‐off and other Aspects of Shrub Biology and Management McArthur E. D, Romney E. M, Smith S. D, Tueller P. T, eds. Ogden Utah United States Department of Agriculture, Forest Service, General Technical Report INT‐276 4 10
   Google Scholar
• Young , JA and Allen , FL . 1997 . Cheatgrass and range science: 1930–1950. . Journal of Range Management , 50 : 530 – 535 .
   Google Scholar
• Zha , Y , Gao , J , Ni , S , Liu , Y , Jiang , J and Wei , Y . 2003 . A spectral reflectance‐based approach to quantification of grassland cover from Landsat TM imagery. . Remote Sensing of Environment , 87 : 371 – 375 .
   Web of Science ®Google Scholar