Remote sensing of Japanese beech forest decline using an improved Temperature Vegetation Dryness Index (iTVDI)

doi:10.3832/ifor0592-004

The Tanzawa Mountains, which cover parts of Kanagawa, Yamanashi and Shizuoka prefectures in Japan, are known for their natural beech forests. Since the 1980s, decline of the beech forests, probably caused by air pollution, water stress and insect infestation, has become a serious problem. We estimated the natural beech forest mortality rate in the mountains by using multi-temporal 8-day composite data recorded at the MODIS instrument aboard the Terra satellite, daily air temperature data at meteorological stations (AMeDAS) in 2007, and a global digital elevation model obtained from ASTER aboard the Terra satellite. For the estimation, we used a Normalized Difference Vegetation Index (NDVI) indicating the vegetation density, a Temperature Vegetation Dryness Index (TVDI), and an improved TVDI (iTVDI) indicating the differences in transpiration rates between areas of similar vegetation density. We compared the NDVI, TVDI, and iTVDI maps with an existing mortality map of beech forests in the study area to verify their accuracy. To produce iTVDI maps, we calculated maps of air temperature by using ambient air temperature and elevation data. By interpolation using an environmental lapse rate, we calibrated air temperature maps with good accuracy (RMSE = 0.49 °C). The iTVDI map could detect mortality more accurately than the NDVI and TVDI maps in both spring and summer. Use of iTVDI enabled us to detect forest decline caused by air pollution and water deficits, inducing a reduction in transpiration rates. This index should be useful for monitoring vegetation decline.

Keywords

Decline, Forest, MODIS, Normalized Difference Vegetation Index (NDVI), Improved Temperature Vegetation Dryness Index (iTVDI)

Authors’ address

(1)

Department of Biological and Environmental Engineering, Graduate School of Agricultural and Life Sciences, University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, 113-8657 Tokyo (Japan)

Corresponding author

K Omasa
aomasa@mail.ecc.u-tokyo.ac.jp

Citation

Ishimura A, Shimizu Y, Rahimzadeh-Bajgiran P, Omasa K (2011). Remote sensing of Japanese beech forest decline using an improved Temperature Vegetation Dryness Index (iTVDI). iForest 4: 195-199. - doi: 10.3832/ifor0592-004

Paper history

Received: Nov 30, 2010
Accepted: Jul 20, 2011

First online: Nov 03, 2011
Publication Date: Nov 03, 2011
Publication Time: 3.53 months

Open Access

This article is distributed under the terms of the Creative Commons Attribution-Non Commercial 4.0 International (https://creativecommons.org/licenses/by-nc/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

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(1)

Huete A, Didan K, Miura T, Rodriguez E, Gao X, Ferreira L (2002)
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CrossRef | Gscholar

(2)

Jones HG, Vaughan RA (2010)
Remote sensing of vegetation. Oxford University Press, New York, USA, pp. 353.
Gscholar

(3)

Koshiji M, Suzuki K, Suga K (1996)
Investigation of forest decline in the Tanzawa Mountain (1). Distribution of decline of Fagus crenata, Aies firma and other tree species. Reports of Forest Investigation Laboratory of Kanagawa, Japan 22: 7-18.
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(4)

Mendez-Barroso LA, Garatuza-Payan J, Vivoni ER (2008)
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(5)

Moran M, Clarke T, Inoue Y, Vidal A (1994)
Estimating crop water deficit using the relation between surface-air temperature and spectral vegetation index. Remote Sensing of Environment 49 (3): 246-263.
CrossRef | Gscholar

(6)

Omasa K (2002)
Diagnosis of stomatal response and gas exchange of trees by thermal remote sensing. In: “Air pollution and plant biotechnology” (Omasa K, Saji H, Youssefian S, Kondo N eds). Springer-Verlag, Tokyo, Japan, pp. 343-359.
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(7)

Omasa K, Shimizu H, Ogawa K, Masuki A (1993)
Diagnosis of trees from helicopter by thermographic system. Environment Control in Biology 31: 161-168.
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(8)

Omasa K, Hosoi F, Konishi A (2006)
3D lidar imaging for detecting and understanding plant responses and canopy structure. Journal of Experimental Botany 58 (4): 881-898.
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(9)

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(10)

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(11)

Rouse J, Haas RH, Schell JA, Deering DW (1973)
Monitoring vegetation systems in the great plains with ERTS. In: Proceeding of the “3^rd ERTS Symposium”, NASA SP-351 1. U.S. Government Printing Office, Washington, DC, USA, pp. 309-317.
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(12)

Sandholt I, Rasmussen K, Andersen J (2002)
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(13)

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Current status of forest structure and decline of Japanese beech (Fagus crenatae) forests in the Tanzawa Mountains. In: “Reports of scientific investigation of Tanzawa-Oyama”. Institution of Scientific Investigation of Tanzawa-Oyama, The Hiraoka Environmental Science Laboratory, Kanagawa, Japan, pp. 479-484.
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(14)

Yamane M, Aihara K, Suzuki T, Sasakawa H, Hara K, Katsuyama T, Kohno Y, Yamagami A (2007b)
Integrated analysis for beech (Fagus crenata) forests restoration in the Tanzawa Mountains. In: “Reports of scientific investigation of Tanzawa-Oyama”. Institution of Scientific Investigation of Tanzawa-Oyama. The Hiraoka Environmental Science Laboratory, Kanagawa, Japan, pp. 703-710.
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