Response of Forest to Climatic Events and Human Management at Fort Leavenworth, Kansas
DOI:
https://doi.org/10.17161/cres.v0i248.11777Abstract
Characteristics and temporal changes in forest cover from 1987 to 1997 were documented on the basis of remote sensing for two study forests at Fort Leavenworth, northeastern Kansas. Eight Landsat 5 Thematic Mapper (TM) datasets from the month of July cover the study period, which included a major drought in 1988-1989 and flooding along the Missouri River in 1993. Other data sources included kite aerial photographs, digital orthophotos, tree-ring cores, climatic records, and ground observations. Three study areas were evaluated from Landsat TM datasets: (1) the entire Fort Leavenworth area; (2) an upland, hardwood forest composed mainly of oaks; and (3) a bottomland, softwood forest dominated by cottonwood. Normalized Difference Vegetation Index (NDVI) values were derived from these three study sets and subjected to image differencing and principal-component analysis. The TM band 5:4 ratio was also analyzed for the two study forests. Values and trends derived from Landsat imagery were compared to data on tree-ring growth in upland oaks and regional climatic events.
Annual growth of tree rings in upland oaks is tied closely to precipitation and the Palmer Drought Severity Index (PDSI); however, changes in NDVI values lag one to two years behind the onset of climatic events, particularly drought episodes. During the first year of drought (1988), vegetation cover in the upland and bottomland forests reacted in different ways: with a slight decline in the upland forest and a slight increase in the bottomland forest. The increased vegetation in the bottomland forest presumably resulted from more understory growth in dry hollows and potholes. In the second year of drought (1989), both forests suffered a marked decline in vegetation cover. NDVI values reached their minima for all categories (whole area, upland forest, and bottomland forest) in 1990, even though precipitation and tree-ring growth increased substantially that year. We conclude that changes in Landsat-derived NDVI values are out of phase with climatic events and variations in tree-ring growth for both upland and bottomland forests in northeastern Kansas and northwestern Missouri.
Overall change (1987 to 1997) for NDVI values is down slightly for all categories of evaluation. This probably reflects reduced precipitation throughout the study period compared to the long-term average. Changes in vegetation took place mainly on the forest margins. Such changes are thought to result from microclimatic stress at forest edges. The bottomland study forest also was impacted by severe flooding in 1993. Routine human activities may have resulted in minor changes along the margins of both study forests. The bottomland forest was affected by intentional burning of the adjacent prairie in April 2000. Cottonwood trees at the forest edge were killed or injured by the prairie fire, which penetrated the forest understory some distance.
References
Aber, J. S., Sobieski, R., Distler, D. A., and Nowak, M. C., 1999, Kite aerial photography for environmental site investigations in Kansas: Transactions of the Kansas Academy of Science, v. 102, p. 57-67. [abstract online]
Aber, J. S., Nang, K. N., Wilkins, N., Hengchun Ye, Harrington, J., and Nowak, M. C., 1998, Remote sensing of forest growth and response to climatic variations in northeastern Kansas, U.S.A.: 27th International Symposium on Remote Sensing of Environment, Proceedings, Tromsø, Norway, June 8-12, 1998, p. 709-714.
Allen, W. A., and Richardson, A. J., 1968, Interaction of light with a plant canopy: Journal of the Optical Society of America, v. 58, p. 1,023-1,028.
Asrar, G., and Dozier, J., 1994, EOS science strategy for the earth observing system: AIP Press, American Institute of Physics, 119 p.
Avery, T. E., and Berlin, L. B., 1992, Fundamentals of remote sensing and airphoto interpretation: New York, Macmillan, 472 p.
Blasing, T. J., and Duvick, D., 1984, Reconstruction of precipitation history in North American corn belt using tree-rings: Nature, v. 307, p. 143-145.
Brumwell, M. J., 1951, An ecological survey of the Fort Leavenworth military reservation: American Midland Naturalist, v. 45, p. 187-231.
Carter, G. A., 1991, Primary and secondary effects of water content on the spectral reflectance of leaves: American Journal of Botany, v. 78, p. 916-924.
Cibula, W. G., Zetka, E. F., and Rickman, D. L., 1992, Response of Thematic Mapper bands to plant water stress: International Journal of Remote Sensing, v. 13, p. 1,869-1,880.
Colwell, J. E., 1974, Vegetation canopy reflectance: Remote Sensing of Environment, v. 3, p. 175-183.
Cook, E. R., Kablack, M. A., and Jacoby, G. C., 1988, The 1986 drought in the southeastern United States--How rare an event was it?: Journal of Geophysical Research v. 93, D11, p. 14,257-14,260.
Davenport, M. L., and Nicholson, S. E., 1990, On the relation between rainfall and the Normalized Difference Vegetation Index for diverse vegetation types in East Africa: International Journal of Remote Sensing, v. 14, p. 2,369-2,389.
Eastman, J. R., McKendry, J. E., and Fulk, M. A., 1995, UNITAR Explorations in Geographic Information Systems Technology, Vol. 1, Change and time series analysis: Worcester, Massachusetts, Clark Labs, Clark University, 121 p.
Fitch, H. S., Von Achen, P., and Echelle, A. F., 2001, A half century of forest invasion on a natural area in northeastern Kansas: Transactions of the Kansas Academy of Science, v. 104. [abstract online]
Freeman, C. C., Busby, W. H., Lauver, L. L., Kindscher, K., Elliott, J., and Eifler, D. A., 1997, A natural areas inventory of the Fort Leavenworth military reservation, Leavenworth County, Kansas: State Biological Survey of Kansas, Report 77, 246 p.
Fritts, H. C., 1976, Tree Rings and Climate: New York, Academic Press, 567 p.
Gates, D. M., Keegan, H. J., Schleter, J. C., 1965, Spectral properties of plants: Applied Optics, v. 4, p. 11-20.
Hunt, R. E., Jr., and Rock, B. N., 1989, Detection of changes in leaf water content using near- and middle-infrared reflectances: Remote Sensing of Environment, v. 30, p. 43-54.
Jensen, J. R., 1996, Introductory Digital Image Processing--A remote sensing perspective: New Jersey, Prentice-Hall, 316 p.
Kuchler, A. W., 1974, A new vegetation map for Kansas: Ecology, v. 55, p. 586-604.
Nang, K. N., 1998, Remote sensing and tree-ring study of forest conditions in northeastern Kansas: unpublished master's thesis, Emporia State University, Kansas, 67 p.
NADC, 1999, Get/View online climatic data and weather observations: National Climatic Data Center ( http://www.ncdc.noaa.gov/ol/climate/climatedata.html).
Palmer, W. C., 1965, Meteorological drought: U.S. Weather Bureau, Research Paper 45, Washington, D.C.
Perry, C. R., Jr., and Lautenschlager, L. F., 1984, Functional equivalence of spectral vegetation indices: Remote Sensing of Environment, v. 14, p. 169-182.
Pinder, J. E., III, and McLeod, K. W., 1999, Indications of relative drought stress in longleaf pine from Thematic Mapper data: Photogrammetric Engineering and Remote Sensing, v. 65, p. 495-501.
Price, J. C., and Bausch, W. C., 1995, Leaf area index estimation from visible and near-infrared reflectance data: Remote Sensing Environment, v. 52, p. 55-65.
Rock, B. N., Vogelmann, J. E., Williams, D. L., Vogelmann, A. F., and Hoshizaki, T., 1986, Remote detection of forest damage: Bioscience, v. 36, p. 439-445.
Rouse, J. W., Jr., Haas, R. H., Deering, D. W., Schell, J. A. and Harlan, J. C., 1974, Monitoring the vernal advancement and retrogradation (green wave effect) of natural vegetation, NASA/GSFC type III final report: Greenbelt, Maryland, NASA, 371 p.
Stockton, C. W., and Meko, M. M., 1975, A long-term history of drought occurrence in western United States as inferred from tree rings: Weatherwise, v. 28, p. 244-250.
Tucker, C. J., 1979, Red and photographic infrared linear combinations for monitoring vegetation: Remote Sensing of Environment, v. 8, p. 127-150.
Tucker, C. J., 1980, Remote sensing of leaf water content in the near-infrared: Remote Sensing of Environment, v. 10, p. 23-32.
Wallace, J. A., 2000, Temporal studies of deciduous forests in northeastern Kansas using Landsat Thematic Mapper images: unpublished master's thesis, Emporia State University, Kansas, 146 p.
Wang, J., Price, K. P., and Rich, P. M., 2001, Spatial patterns of NDVI in response to precipitation and temperature in the central Great Plains: International Journal of Remote Sensing 22, no. 18, p. 3,827-3,844.
Wilkins, N. H., 1997, Analysis of forest change at Fort Leavenworth, Kansas, using Landsat Thematic Mapper data: unpublished master's thesis, Emporia State University, Kansas, 83 p.
Downloads
Published
Issue
Section
License
Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution Non-Commercial License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal. Authors can view article download statistics for published articles within their accounts.