Modeling Seasonal Changes in the Temperature Lapse Rate in a Northern Thailand Mountainous Area

Hikaru Komatsu Kasuya Research Forest, Kyushu University, Fukuoka, Japan

Search for other papers by Hikaru Komatsu in
Current site
Google Scholar
PubMed
Close
,
Hirofumi Hashimoto Division of Science and Environmental Policy, California State University Monterey Bay, Seaside, California
NASA Ames Research Center, Moffett Field, California

Search for other papers by Hirofumi Hashimoto in
Current site
Google Scholar
PubMed
Close
,
Tomonori Kume School of Forestry and Resource Conservation, National Taiwan University, Taipei, Taiwan

Search for other papers by Tomonori Kume in
Current site
Google Scholar
PubMed
Close
,
Nobuaki Tanaka University Forests in Aichi, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan

Search for other papers by Nobuaki Tanaka in
Current site
Google Scholar
PubMed
Close
,
Natsuko Yoshifuji Kasuya Research Forest, Kyushu University, Fukuoka, Japan

Search for other papers by Natsuko Yoshifuji in
Current site
Google Scholar
PubMed
Close
,
Kyoichi Otsuki Kasuya Research Forest, Kyushu University, Fukuoka, Japan

Search for other papers by Kyoichi Otsuki in
Current site
Google Scholar
PubMed
Close
,
Masakazu Suzuki *Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan

Search for other papers by Masakazu Suzuki in
Current site
Google Scholar
PubMed
Close
, and
Tomo’omi Kumagai Kasuya Research Forest, Kyushu University, Fukuoka, Japan

Search for other papers by Tomo’omi Kumagai in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

Temperature data in the mountain forest regions are often extrapolated from temperature data recorded at base stations at lower elevation. Such extrapolation is often based on elevation differences between target regions and base stations at low elevation assuming a constant temperature lapse rate throughout the year. However, this assumption might be problematic where slope circulation is active and decoupled from the regional circulation. To model the seasonal change in the lapse rate, the authors compared daily maximum (Tmax) and minimum temperatures (Tmin) observed at a mountain forest site (Kog–Ma; 1300-m altitude) with those observed at the bottom of the basin (Chiang–Mai; 314-m altitude) in northern Thailand, where slope circulation is active and decoupled from the regional circulation. The difference in Tmax between Kog–Ma and Chiang–Mai (ΔTmax; Kog–Ma minus Chiang–Mai) was relatively unchanged throughout the year. However, the difference in Tmin between Kog–Ma and Chiang–Mai (ΔTmin) changed seasonally. Thus, assuming a constant lapse rate throughout the year could cause large errors in extrapolating Tmin data in mountainous areas in northern Thailand. The difference ΔTmin was related to nighttime net radiation (Rn), suggesting that nocturnal drainage flow affects the determination of ΔTmin. This relationship would be useful in formulating seasonal changes in the lapse rate for Tmin. As Rn data are generally unavailable for meteorological stations, an index that relates to the lapse rate for Tmin and is calculated from Tmax and Tmin data is proposed. This index might be useful for accurately estimating Tmin values in mountainous regions in northern Thailand.

Corresponding author address: Hikaru Komatsu, Kasuya Research Forest, Kyushu University, 394 Tsubakuro, Sasaguri, Kasuya, Fukuoka 811-2415, Japan. Email: komatsu@forest.kyushu-u.ac.jp

Abstract

Temperature data in the mountain forest regions are often extrapolated from temperature data recorded at base stations at lower elevation. Such extrapolation is often based on elevation differences between target regions and base stations at low elevation assuming a constant temperature lapse rate throughout the year. However, this assumption might be problematic where slope circulation is active and decoupled from the regional circulation. To model the seasonal change in the lapse rate, the authors compared daily maximum (Tmax) and minimum temperatures (Tmin) observed at a mountain forest site (Kog–Ma; 1300-m altitude) with those observed at the bottom of the basin (Chiang–Mai; 314-m altitude) in northern Thailand, where slope circulation is active and decoupled from the regional circulation. The difference in Tmax between Kog–Ma and Chiang–Mai (ΔTmax; Kog–Ma minus Chiang–Mai) was relatively unchanged throughout the year. However, the difference in Tmin between Kog–Ma and Chiang–Mai (ΔTmin) changed seasonally. Thus, assuming a constant lapse rate throughout the year could cause large errors in extrapolating Tmin data in mountainous areas in northern Thailand. The difference ΔTmin was related to nighttime net radiation (Rn), suggesting that nocturnal drainage flow affects the determination of ΔTmin. This relationship would be useful in formulating seasonal changes in the lapse rate for Tmin. As Rn data are generally unavailable for meteorological stations, an index that relates to the lapse rate for Tmin and is calculated from Tmax and Tmin data is proposed. This index might be useful for accurately estimating Tmin values in mountainous regions in northern Thailand.

Corresponding author address: Hikaru Komatsu, Kasuya Research Forest, Kyushu University, 394 Tsubakuro, Sasaguri, Kasuya, Fukuoka 811-2415, Japan. Email: komatsu@forest.kyushu-u.ac.jp

Save
  • Amanatidis, G. T., K. H. Papadopoulos, J. G. Bartzis, and C. G. Helmis, 1992: Evidence of katabatic flows deduced from a 84 m meteorological tower in Athens, Greece. Bound.-Layer Meteor., 58 , 117132.

    • Search Google Scholar
    • Export Citation
  • Arya, S. P., 2001: Introduction to Micrometeorology. 2nd ed. Academic Press, 420 pp.

  • Barr, S., and M. M. Orgill, 1989: Influence of external meteorology on nocturnal valley drainage winds. J. Appl. Meteor., 28 , 497517.

    • Search Google Scholar
    • Export Citation
  • Bolstad, P. V., B. J. Bentz, and J. A. Logan, 1997: Modelling micro-habitat temperature for Dendroctonus ponderosae (Coleoptera: Scolytidae). Ecol. Modell., 94 , 287297.

    • Search Google Scholar
    • Export Citation
  • Bolstad, P. V., B. J. Bentz, L. Swift, F. Collins, and J. Regniere, 1998: Measured and predicted air temperatures at basin to regional scales in the southern Appalachian mountains. Agric. For. Meteor., 91 , 161176.

    • Search Google Scholar
    • Export Citation
  • Cavieres, L. A., F. Rada, A. Azócar, C. Garcia-Nuñez, and H. M. Cabrera, 2000: Gas exchange and low temperature resistance in two tropical high mountain tree species from the Venezuelan Andes. Acta Oecol., 21 , 203211.

    • Search Google Scholar
    • Export Citation
  • Chen, J., J. F. Franklin, and T. A. Spies, 1993: Contrasting microclimates among clearcut, edge, and interior of old-growth Douglas-fir forest. Agric. For. Meteor., 63 , 219237.

    • Search Google Scholar
    • Export Citation
  • Chiesi, M., and Coauthors, 2005: Modelling carbon budget of Mediterranean forests using ground and remote sensing measurements. Agric. For. Meteor., 135 , 2234.

    • Search Google Scholar
    • Export Citation
  • Cunningham, S. C., and J. Read, 2002: Comparison of temperate and tropical rainforest tree species: Photosynthetic responses to growth temperature. Oecologia, 133 , 112119.

    • Search Google Scholar
    • Export Citation
  • Du, M., K. Ueno, and M. Yoshino, 1990: Heat island of a small city and its influences on the formation of a cold air lake and radiation fog in Xishuangbanna, Tropical China. Energy Build., 15 , (1–2). 157164.

    • Search Google Scholar
    • Export Citation
  • Elliott, S., P. J. Baker, and R. Borchert, 2006: Leaf flushing during the dry season: The paradox of Asian monsoon forests. Global Ecol. Biogeogr., 15 , 248257.

    • Search Google Scholar
    • Export Citation
  • Fox, J., and J. B. Vogler, 2005: Land-use and land-cover change in Montane Mainland Southeast Asia. Environ. Manage., 36 , 394403.

  • Friedland, A. J., R. L. Boyce, C. B. Vostral, and G. T. Herrick, 2003: Winter and early spring microclimate within a mid-elevation conifer forest canopy. Agric. For. Meteor., 115 , 195200.

    • Search Google Scholar
    • Export Citation
  • Garcia-Nuñez, C., A. Azócar, and F. Rada, 1995: Photosynthetic acclimation to light in juveniles of two cloud forest tree species. Trees, 10 , 114124.

    • Search Google Scholar
    • Export Citation
  • Gomes, L., M. Mallet, J. C. Roger, and P. Dubuisson, 2008: Effects of the physical and optical properties of urban aerosols measured during the CAPITOUL summer campaign on the local direct radiative forcing. Meteor. Atmos. Phys., 102 , 289306.

    • Search Google Scholar
    • Export Citation
  • Hingston, F. J., J. H. Galbraith, and G. M. Dimmock, 1998: Application of the process-based model BIOMASS to Eucalyptus globulus subsp. globulus plantations on ex-farmland in south western Australia I. Water use by trees and assessing risk of losses due to drought. For. Ecol. Manage., 106 , 141156.

    • Search Google Scholar
    • Export Citation
  • Horst, T. W., and J. C. Doran, 1986: Nocturnal drainage flow on a simple slope. Bound.-Layer Meteor., 34 , 263286.

  • Iijima, Y., and M. Shinoda, 2000: Seasonal changes in the cold-air pool formation in a subalpine hollow, central Japan. Int. J. Climatol., 20 , 14711483.

    • Search Google Scholar
    • Export Citation
  • Iijima, Y., and M. Shinoda, 2002: The influence of seasonally varying atmospheric characteristics on the intensity of nocturnal cooling in a high mountain hollow. J. Appl. Meteor., 41 , 734743.

    • Search Google Scholar
    • Export Citation
  • Jackson, R. B., and Coauthors, 2008: Protecting climate with forests. Environ. Res. Lett., 3 , 044006. doi:10.1088/1748-9326/3/4/044006.

  • Jacobson, M. Z., 1998: Studying the effects of aerosols on vertical photolysis rate coefficient and temperature profiles over an urban airshed. J. Geophys. Res., 103 , 1059310604.

    • Search Google Scholar
    • Export Citation
  • Kanae, S., T. Oki, and K. Musiake, 2001: Impact of deforestation on regional precipitation over the Indochina peninsula. J. Hydrometeor., 2 , 5170.

    • Search Google Scholar
    • Export Citation
  • Kiguchi, M., and J. Matsumoto, 2005: The rainfall phenomena during the pre-monsoon period over the Indochina Peninsula in the GAME-IOP year, 1998. J. Meteor. Soc. Japan, 83 , 89106.

    • Search Google Scholar
    • Export Citation
  • Kimura, F., and T. Kuwagata, 1995: Horizontal heat fluxes over complex terrain computed using a simple mixed-layer model and a numerical model. J. Appl. Meteor., 34 , 549558.

    • Search Google Scholar
    • Export Citation
  • Kobayashi, T., M. Mori, K. Wakimizu, and K. Takeshita, 1994: An observational study of a thermal belt on hillsides. J. Meteor. Soc. Japan, 72 , 387399.

    • Search Google Scholar
    • Export Citation
  • Komatsu, H., 2003: Relationship between canopy height and the reference value of surface conductance for closed coniferous stands. Hydrol. Processes, 17 , 25032512.

    • Search Google Scholar
    • Export Citation
  • Komatsu, H., 2004: A general method of parameterizing the big-leaf model to predict the dry-canopy evaporation rate of individual coniferous forest stands. Hydrol. Processes, 18 , 30193036.

    • Search Google Scholar
    • Export Citation
  • Komatsu, H., 2005: Forest categorization according to dry-canopy evaporation rates in a growing season: Comparison of the Priestley–Taylor coefficient values from various observation sites. Hydrol. Processes, 19 , 38733896.

    • Search Google Scholar
    • Export Citation
  • Komatsu, H., N. Yoshida, H. Takizawa, I. Kosaka, C. Tantasirin, and M. Suzuki, 2003: Seasonal trend in the occurrence of nocturnal drainage flow on a forested slope under a tropical monsoon climate. Bound.-Layer Meteor., 106 , 573592.

    • Search Google Scholar
    • Export Citation
  • Komatsu, H., N. Hotta, K. Kuraji, M. Suzuki, and T. Oki, 2005: Classification of vertical wind speed profiles observed above a sloping forest at nighttime using the Bulk Richardson number. Bound.-Layer Meteor., 115 , 205221.

    • Search Google Scholar
    • Export Citation
  • Komatsu, H., Y. Kang, T. Kume, N. Yoshifuji, and N. Hotta, 2006a: Transpiration from a Cryptomeria japonica plantation, part 1: Aerodynamic control of transpiration. Hydrol. Processes, 20 , 13091320.

    • Search Google Scholar
    • Export Citation
  • Komatsu, H., Y. Kang, T. Kume, N. Yoshifuji, and N. Hotta, 2006b: Transpiration from a Cryptomeria japonica plantation, part 2: Responses of canopy conductance to meteorological factors. Hydrol. Processes, 20 , 13211334.

    • Search Google Scholar
    • Export Citation
  • Komatsu, H., N. Hotta, K. Kuraji, and M. Suzuki, 2008: Relationship between nighttime wind speeds and thermal conditions above a sloping forest. J. Meteor. Soc. Japan, 86 , 805815.

    • Search Google Scholar
    • Export Citation
  • Kondo, J., 2000: Atmospheric Science near the Ground Surface (in Japanese). University of Tokyo Press, 324 pp.

  • Kondo, J., and T. Sato, 1988: A simple model of drainage flow on a slope. Bound.-Layer Meteor., 43 , 103123.

  • Kondo, J., T. Kuwagata, and S. Haginoya, 1989: Heat budget analysis of nocturnal cooling and daytime heating in a basin. J. Atmos. Sci., 46 , 29172933.

    • Search Google Scholar
    • Export Citation
  • Kumagai, T., and Coauthors, 2004: Water cycling in a Bornean tropical rain forest under current and projected precipitation scenarios. Water Resour. Res., 40 , W01104. doi:10.1029/2003WR002226.

    • Search Google Scholar
    • Export Citation
  • Kumagai, T., M. Tateishi, T. Shimizu, and K. Otsuki, 2008: Transpiration and canopy conductance at two slope positions in a Japanese cedar forest watershed. Agric. For. Meteor., 148 , 14441455.

    • Search Google Scholar
    • Export Citation
  • Kume, T., H. Takizawa, N. Yoshifuji, K. Tanaka, C. Tantasirin, N. Tanaka, and M. Suzuki, 2007: Impact of soil drought on sap flow and water status of evergreen trees in a tropical monsoon forest in northern Thailand. For. Ecol. Manage., 238 , 220230.

    • Search Google Scholar
    • Export Citation
  • Lau, K. M., and S. Yang, 1997: Climatology and interannual variability of the Southeast Asian summer monsoon. Adv. Atmos. Sci., 14 , 141162.

    • Search Google Scholar
    • Export Citation
  • Lundquist, J. D., and D. R. Cayan, 2007: Surface temperature patterns in complex terrain: Daily variations and long-term change in the central Sierra Nevada, California. J. Geophys. Res., 112 , D11124. doi:10.1029/2006JD007561.

    • Search Google Scholar
    • Export Citation
  • Lundquist, J. D., N. Pepin, and C. Rochford, 2008: Automated algorithm for mapping regions of cold-air pooling in complex terrain. J. Geophys. Res., 113 , D22107. doi:10.1029/2008JD009879.

    • Search Google Scholar
    • Export Citation
  • Manins, P. C., and B. L. Sawford, 1979: A model of katabatic winds. J. Atmos. Sci., 36 , 619630.

  • Matsumoto, J., 1997: Seasonal transition of summer rainy season over Indochina and adjacent monsoon region. Adv. Atmos. Sci., 14 , 231245.

    • Search Google Scholar
    • Export Citation
  • Matsumoto, K., and Coauthors, 2008: Responses of surface conductance to forest environments in the Far East. Agric. For. Meteor., 148 , 19261940.

    • Search Google Scholar
    • Export Citation
  • Mori, M., T. Kobayashi, T. Takemasa, K. Takeshita, and K. Wakimizu, 1995: A method for analyzing local climates by using an infrared radiation dynamic thermometer together with topographic factors. J. Fac. Kyushu Univ., 39 , 243254.

    • Search Google Scholar
    • Export Citation
  • Nomoto, S., M. Du, and K. Ueno, 1990: Some characteristics of cold air lakes and fog in the Jinghong and Mengyang basins, Xishuangbanna, China. Geogr. Rev. Japan, B62 , 137148.

    • Search Google Scholar
    • Export Citation
  • Pepin, N. C., and D. Kidd, 2006: Spatial temperature variation in the Eastern Pyrenees. Weather, 61 , 300310.

  • Rada, F., A. Azócar, B. Briceno, J. Gonzales, and C. Garcia-Nuñez, 1996: Carbon and water balance in Polylepis sericea, a tropical treeline species. Trees, 10 , 218222.

    • Search Google Scholar
    • Export Citation
  • Richardson, A. D., X. Lee, and A. J. Friedland, 2004: Microclimatology of treeline spruce-fir forests in mountains of the northeastern United States. Agric. For. Meteor., 125 , 5366.

    • Search Google Scholar
    • Export Citation
  • Rolland, C., 2003: Spatial and seasonal variations of air temperature lapse rates in Alpine regions. J. Climate, 16 , 10321046.

  • Running, S., R. Nemani, and R. Hungerford, 1987: Extrapolation of synoptic meteorological data in mountainous terrain and its use for simulating forest evapotranspiration and photosynthesis. Can. J. For. Res., 17 , 472483.

    • Search Google Scholar
    • Export Citation
  • Sawano, S., N. Hotta, H. Komatsu, M. Suzuki, and T. Yayama, 2007: Evaluation of evapotranspiration in forested area in the Mekong Basin using GIS data analysis. Forest Environments in the Mekong River Basin, H. Sawada et al., Eds., Springer, 36–44.

    • Search Google Scholar
    • Export Citation
  • Tanaka, N., and Coauthors, 2007: Hydro-meteorological studies based on field observations in northern Thailand: Current status of knowledge and future research needs (in Japanese with English summary). J. Japan Soc. Hydrol. Water Resour., 20 , 347361.

    • Search Google Scholar
    • Export Citation
  • Tanaka, N., and Coauthors, 2008: A review of evapotranspiration estimates from tropical forests in Thailand and adjacent regions. Agric. For. Meteor., 148 , 807819.

    • Search Google Scholar
    • Export Citation
  • Tang, Z., and J. Fang, 2006: Temperature variation along the northern and southern slopes of Mt. Taibai, China. Agric. For. Meteor., 139 , 200207.

    • Search Google Scholar
    • Export Citation
  • Vertessy, R. A., F. G. R. Watson, and S. K. O’Sullivan, 2001: Factors determining relations between stand age and catchment water balance in mountain ash forests. For. Ecol. Manage., 143 , 1326.

    • Search Google Scholar
    • Export Citation
  • Wang, H., C. A. S. Hall, F. N. Scatena, N. Fetcher, and W. Wu, 2003: Modeling the spatial and temporal variability in climate and primary productivity across the Luquillo Mountains, Puerto Rico. For. Ecol. Manage., 179 , 6994.

    • Search Google Scholar
    • Export Citation
  • Wangda, P., and M. Ohsawa, 2006a: Gradational forest change along the climatically dry valley slopes of Bhutan in the midst of humid eastern Himalaya. Plant Ecol., 186 , 109128.

    • Search Google Scholar
    • Export Citation
  • Wangda, P., and M. Ohsawa, 2006b: Structure and regeneration dynamics of dominant tree species along altitudinal gradient in a dry valley slopes of the Bhutan Himalaya. For. Ecol. Manage., 230 , 136150.

    • Search Google Scholar
    • Export Citation
  • Waring, R. H., and S. W. Running, 1998: Forest Ecosystems. Academic Press, 370 pp.

  • Whiteman, C. D., 2000: Mountain Meteorology. Oxford University Press, 355 pp.

  • Yokoi, S., T. Satomura, and J. Matsumoto, 2007: Climatological characteristics of the intraseasonal variation of precipitation over the Indochina Peninsula. J. Climate, 20 , 53015315.

    • Search Google Scholar
    • Export Citation
  • Yoshifuji, N., T. Kumagai, K. Tanaka, N. Tanaka, H. Komatsu, M. Suzuki, and C. Tantasirin, 2006: Inter-annual variation in growing season length of a tropical seasonal forest in northern Thailand. For. Ecol. Manage., 229 , 333339.

    • Search Google Scholar
    • Export Citation
  • Zhang, Y., T. Li, B. Wang, and G. Wu, 2002: Onset of the summer monsoon over the Indochina Peninsula: Climatology and interannual variations. J. Climate, 15 , 32063221.

    • Search Google Scholar
    • Export Citation
  • Zhang, Y., J. C. L. Chan, and Y. Ding, 2004: Characteristics, evolution and mechanisms of the summer monsoon onset over Southeast Asia. Int. J. Climatol., 15 , 32063221.

    • Search Google Scholar
    • Export Citation
All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 203 45 5
PDF Downloads 121 27 4