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Thirty years of vegetation change in the coastal Santa Cruz Mountains of Northern California detected using landsat satellite image analysis

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Abstract

The Santa Cruz Mountains is a coastal landscape with a history of extensive forest logging, and a future with projected climate warming that may alter vegetation cover and surface water runoff in new ways. Results from Landsat satellite image time-series analysis since 1983 of this study area showed gradual, statistically significant increases in the normalized difference vegetation index (NDVI) in more than 90 % of the (predominantly second-growth) evergreen forest locations sampled. The cumulative distribution of NDVI values in 2013 was significantly different and higher overall from the cumulative distribution of NDVI values in 1983. The extreme drought year of 2013 (and other previous years of low precipitation) did not affect average NDVI growth rates in most drainage basins of the study area, with the exception of four relatively small basins that had less than 30 % forested land cover. Notably different patterns of NDVI change were detected in areas burned by wildfires in recent years. Within the perimeters of the 2008 Summit Fire and the 2009 Lockheed Fire, NDVI showed notable declines from pre-fire levels to those calculated in 2013 Landsat imagery. In contrast to these recent fires, the burned area from the 1985 Lexington Fire showed the highest rate of NDVI increase (over 27 years of regrowth) of any relatively large contiguous area within the Santa Cruz Mountains.

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References

  • Bakker E (1984) An island called California. University of California Press, Berkeley, Chapters 4, 5, 6

    Google Scholar 

  • Barbour M, Pavlik BM, Lindstrom S (1993) California’s changing landscapes: diversity and conservation of California vegetation. California Native Plant Society, Sacramento

    Google Scholar 

  • Battles, JJ, Gonzalez P, Robards T, Collins B, Saah D (2013) California Forest and Rangeland Greenhouse Gas Inventory Development. Final Report under California Air Resources Board Agreement 10–778. Available at: http://www.arb.ca.gov/cc/inventory/pubs/battles%20final%20report%2030jan14.pdf

  • Burrough PA, McDonell RA (1998) Principles of geographical information systems. Oxford University Press, New York, p 190

    Google Scholar 

  • California Air Resources Board (2008) Climate Change Scoping Plan, A Framework for Change, Pursuant to AB 32, The California Global Warming Solutions Act of 2006, Prepared by the California Air Resources Board for the State of California. December 2008

  • California Department of Forestry and Fire Protection (CDFFP) (2009) Lockheed Fire Post-Fire Risk Assessment, San Mateo-Santa Cruz Unit, 108 pp

  • Casady GM, Marsh SE (2010) Broad-scale environmental conditions responsible for post-fire vegetation dynamics. Remote Sens 2(12):2643–2664

    Article  Google Scholar 

  • Collins JB, Woodcock CE (1996) An assessment of several linear change detection techniques for mapping forest mortality using multi-temporal Landsat TM data. Remote Sens Environ 56:66–77

    Article  Google Scholar 

  • Cole DW (1983) Redwood sprout growth three decades after thinning. J For 81:148–157

    Google Scholar 

  • County of San Mateo (2102) Climate action plan, Government Operations, San Mateo, CA,81 pp

  • County of Santa Cruz (2013) Climate Action Strategy, 5.0 Vulnerability Assessment, Department of Planning, Santa Cruz, CA, 81 pp

  • Cuevas-Gonzalez M, Gerard F, Balzter H, Riano D (2009) Analysing forest recovery after wildfire disturbance in boreal Siberia using remotely sensed vegetation indices. Glob Chang Biol 15:561–577. doi:10.1111/j.1365-2486.2008.01784

    Article  Google Scholar 

  • Epting J, Verbyla DL (2005) Landscape level interactions of pre-fire vegetation, burn severity, and post-fire vegetation over a 16-year period in interior Alaska. Can J For Res 35:1367–1377

    Article  Google Scholar 

  • Fischer L, Rosenberg M, Mahon L, Liu Z, Maurizi B, Longmire P, Shupe S (2004) Monitoring land cover changes in California, a USFS and CDF cooperative program, Northern Sierra Project Area - Cycle II. State of California. Resources Agency, Department of Forestry and Fire Protection, Sacramento

    Google Scholar 

  • Flint LE, and Flint AL (2012) Simulation of climate change in San Francisco Bay Basins, California: Case studies in the Russian River Valley and Santa Cruz Mountains: U.S. Geological Survey Scientific Investigations Report 2012–5132, 55 p

  • Goulden ML, Bales RC (2014) Mountain runoff vulnerability to increased evapotranspiration with vegetation expansion. Proc Natl Acad Sci U S A. doi:10.1073/pnas.1319316111

    Google Scholar 

  • Han W, Yang Z, Di L, Mueller R (2012) CropScape: a web service based application for exploring and disseminating US conterminous geospatial cropland data products for decision support. Comput Electron Agric 84:111–123

    Article  Google Scholar 

  • Harding Lawson Associates (1988) Ox mountain sanitary landfill, Apanolio Canyon Expansion Site, Draft Environmental Impact Statement

  • Headwaters Economics (2008) Headwaters Economics 2008 study, available at http://www.headwaterseconomics.org/wildfire/

  • Lentile L, Holden A, Smith A, Falkowski M, Hudak A, Morgan P (2006) Remote sensing techniques to assess active fire characteristics and post-fire effects. Int J Wildland Fire 15:319–345

    Article  Google Scholar 

  • Masek JG, Vermote EF, Saleous N, Wolfe R, Hall FG, Huemmrich F, Gao F, Kutler J, Lim TK (2006) A Landsat surface reflectance data set for North America, 1990–2000. Geosci Remote Sens Lett 3:68–72

    Article  Google Scholar 

  • Miller JD, Skinner CN, Safford HD, Knapp EE, Ramirez CM (2012) Trends and causes of severity, size, and number of fires in northwestern California, USA. Ecol Appl 22:184–203

    Article  Google Scholar 

  • Montague RE (2006) Wildland fire analysis and comments based on the San Jose Water Company NTMP, November 7, 2006

  • O’Hara KL, Nesmith JCB, Leonard L, Porter DL (2010) Restoration of old forest features in coast redwood forests using earlystage variable-density thinning. Restor Ecol 18:125–135

    Article  Google Scholar 

  • Pajaro Valley Water Management Agency (PVWMA) (2002) PVWMA Basin Management Plan, Section 2: State of the Basin. Basin Management Plan Documents. Available at http://www.pvwma.dst.ca.us/basin_management_plan

  • Potter C (2010) The carbon budget of California. Environ Sci Policy. doi:10.1016/j.envsci.2010.04.008

    Google Scholar 

  • Potter CS (2012) Net primary production and carbon cycling in coast redwood forests of central California. Open J Ecol 2:147–153. doi:10.4236/oje.2012.23018

    Article  Google Scholar 

  • Potter CS (2014a) Ten years of forest cover change in the Sierra Nevada detected using Landsat satellite image analysis. Int J Remote Sens 35:7136–7153

    Article  Google Scholar 

  • Potter CS (2014b) Microclimate influences on vegetation water availability and net primary production in coastal ecosystems of central California. Landsc Ecol. doi:10.1007/s10980-014-0002-6

    Google Scholar 

  • Rogan J, Franklin J (2001) Mapping wildfire burn severity in southern California forests and shrublands using Enhanced Thematic Mapper imagery. Geocarto Int 16(4):89–99

    Article  Google Scholar 

  • Rogan J, Miller J, Stow DA, Franklin J, Levien L, Fischer C (2003) Land-cover change monitoring with classification trees using Landsat TM and ancillary data. Photogramm Eng Remote Sens 69(7):793–804

    Article  Google Scholar 

  • Russell W, Michels KH (2010) Stand development on a 127-year chronosequence of naturally regenerating Sequoia sempervirens (Taxodiaceae) forests. Madrono 57:229–241

    Article  Google Scholar 

  • Seaber PR, Kapinos FP, and Knapp GL (1987) Hydrologic unit maps: U.S. Geological Survey Water-Supply Paper 2294, 63 pp

  • State Emergency Assessment Team (SEAT) (2008) Report on the Summit-Martin Fires, Santa Cruz and Santa Clara Counties, CA, 130 pp

  • Stephens SL, Fry DL (2005) Fire history in coast redwood stands in the northeastern Santa Cruz Mountains, California. Fire Ecol 1(1):1–19

    Article  Google Scholar 

  • Storey JC (2011) Landsat image geocorrection and registration. Image Registration for Remote Sensing, New York, pp 400–414

    Google Scholar 

  • Sawaske SR, Freyberg DL (2015) Fog, fog drip, and streamflow in the Santa Cruz Mountains of the California Coast Range. Ecohydrology 8(4):695–713

    Article  Google Scholar 

  • Thomas JH (1961) Flora of the Santa Cruz Mountains of California: a manual of the vascular plants, Stanford University Press. p. 5.ISBN 978-0-8047-1862-2

  • Westerling AL, Hidalgo HG, Cayan DR, Swetnam TW (2006) Warming and earlier spring increase western U.S. forest wildfire activity. Science 313:940–943

    Article  Google Scholar 

Download references

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Authors and Affiliations

  1. NASA Ames Research Center, Mail Stop 232-21, Moffett Field, CA, USA

    Christopher Potter

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  1. Christopher Potter
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Correspondence to Christopher Potter.

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Potter, C. Thirty years of vegetation change in the coastal Santa Cruz Mountains of Northern California detected using landsat satellite image analysis. J Coast Conserv 20, 51–59 (2016). https://doi.org/10.1007/s11852-015-0417-5

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  • DOI: https://doi.org/10.1007/s11852-015-0417-5

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