Satellite estimation of photosynthetically active radiation in Southeast Asia: Impacts of smoke and cloud cover

Journal of Geophysical Research: Atmospheres

Volumn 109, Issue 4, 2004, Pages

  Kobayashi, Hideki ^a   Matsunaga, Tsuneo ^b   Hoyano, Akira ^a   Aoki, Masatoshi ^c   Komori, Daisuke ^c   Boonyawat, Samakkee ^d  

^a TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

^b NATIONAL INSTITUTE FOR ENVIRONMENTAL STUDIES   (Japan)

^c TOKYO UNIVERSITY OF AGRICULTURE AND TECHNOLOGY   (Japan)

^d KASETSART UNIVERSITY   (Thailand)

Author keywords

Net primary production; Photosynthetically active radiation; Smoke

Indexed keywords

ANNUAL VARIATION; CLOUD COVER; ESTIMATION METHOD; FOREST FIRE; PHOTOSYNTHETICALLY ACTIVE RADIATION; REMOTE SENSING; SATELLITE IMAGERY; SMOKE;

ASIA; EURASIA; SOUTHEAST ASIA;

EID: 2642549903     PISSN: 01480227     EISSN: None     Source Type: Journal    
DOI: 10.1029/2003jd003807     Document Type: Article

References (42)

1. Andreae, M. O., et al. (1988), Biomass-burning emissions and associated haze layers over Amazonia, J. Geophys. Res., 93(D2), 1509-1527.
2. Aoki, K., and Y. Fujiyoshi (2003), Sky radiometer measurements of aerosol optical properties over Sapporo, Japan, J. Meteorol. Soc. Jpn., 81(3), 493-513.
3. Baker, K. S., and R. Frouin (1987), The relationship between photosynthetically available radiation and total insolation at the ocean surface under clear skies, Limnol. Oceanogr., 32(6), 1370-1377.
4. Chameides, W. L., et al. (1999), Case study of the effects of atmospheric aerosols and regional haze on agriculture: An opportunity to enhance crop yields in China through emission controls?, Proc. Natl. Acad. Sci. U. S. A., 96, 13,626-13,633.
5. Chu, D. A., Y. K. Kaufman, G. Zibordi, J. D. Chem, J. Mao, C. Li, and B. N. Holben (2003), Global monitoring of air pollution over land from the Earth Obserbing System-Terra Moderate Resolution Imaging Spectrometer (MODIS), J. Geophys. Res., 108(D21), 4661, doi:10.1029/2002JD003179.
6. Cohan, D. S., J. Xu, R. Greenwald, M. H. Bergin, and W. L. Chameides (2002), Impact of atmospheric aerosol light scattering and absorption on terrestrial net primary production, Global Biogeochem. Cycles, 16(4), 1090, doi:10.1029/2001GB001441.
7. 2 concentration, and tree photosynthesis, For. Ecol. Manage., 124, 137-144.
8. Dye, D. G., and R. Shibasaki (1995), Intercomparison of global PAR data sets, Geophys. Res. Lett., 22(15), 2013-2016.
9. Eck, T. F., and D. G. Dye (1991), Satellite estimation of incident photosynthetically active radiation using ultraviolet reflectance, Remote Sens. Environ., 38, 135-146.
10. Frouin, R., and R. T. Pinker (1995), Estimating photosynthetically active radiation (PAR) at the Earth's surface from satellite observation, Remote Sens. Environ., 51, 98-107.
11. Frouin, R., D. W. Lingner, C. Gautier, K. S. Baker, and R. C. Smith (1989), A simple analytical formula to compute clear sky total and photosynthetically available solar irradiance at the ocean surface, J. Geophys. Res., 94(C7), 9731-9742.
12. Goldberg, B., and W. H. Klein (1980), A model for determining the spectral quality of daylight on a horizontal surface at any geographical location, Sol. Energy, 24, 351-357.
13. Gu, J., and E. A. Smith (1997), High-resolution estimates of total solar and PAR surface fluxes over large-scale BOREAS study area from GOES measurements, J. Geophys. Res., 102(D24), 29,685-29,705.
14. Gu, L., J. D. Fuentes, M. Garstang, J. T. da Sliva, R. Heitz, J. Sigler, and H. Shugart (2001), Cloud modulation of surface solar irradiance at a pasture site in southern Brazil, Agric. For. Meteorol., 106, 117-129.
15. Gu, L., D. Baldocchi, S. B. Verma, T. A. Black, T. Vesala, E. M. Falge, and P. R. Dowty (2002), Advantages of diffuse radiation for terrestrial ecosystem productivity, J. Geophys. Res., 107(D6), doi:10.1029/2001JD001242.
16. Gu, L., D. G. Baldocchi, S. C. Wofsy, J. W. Munger, J. J. Michalsky, S. P. Urbansky, and T. A. Boden (2003), Response of a deciduous forest to the Mount Pinatubo eruption: Enhanced photosynthesis, Science, 299(28), 2035-2038.
17. 2 sources and sinks using atmospheric transport models, Nature, 415, 626-629.
18. Herman, J. R., and E. A. Celarier (1997), Earth surface reflectivity climatology at 340-380 nm from TOMS data, J. Geophys. Res., 102(D23), 28,003-28,011.
19. Herman, J. R., P. K. Bhartia, O. Torres, C. Hsu, C. Seftor, and E. Celarier (1997), Global distribution of UV-absorbing aerosols from Nimbus 7/TOMS data, J. Geophys. Res., 102(D14), 16,911-16,922.
20. Hsu, N. C., J. R. Herman, O. Torres, B. N. Holben, D. Tanre, T. F. Eck, A. Smirnov, B. Chatenet, and F. Lavenu (1999), Comparisons of TOMS aerosol index with Sun-photometer aerosol optical thickness: Results and applications, J. Geophys. Res., 104(D6), 6269-6279.
21. Hsu, N. C., J. R. Herman, and S. C. Tsay (2003), Radiative impacts from biomass burning in the presence of clouds during boreal spring in southeast Asia, Geophys. Res. Lett., 30(5), 1224, doi:10.1029/2002GL016485.
22. Ishida, A., T. Toma, and Marjenah (2000), Leaf gas exchange and canopy structure in wet and drought years, in Macaranga Conifera: A Tropical Pioneer Tree, edited by E. Guhardja et al., pp. 29-45, Springer-Verlag, New York.
23. Kalnay, E., et al. (1996), The NCEP/NCAR 40-year reanalysis project, Bull. Am. Meteorol. Soc., 77(3), 437-471.
24. Koe, L. C. C., A. F. Arellano Jr., and J. L. McGregore (2001), Investigating the haze transport from 1997 biomass burning in Southeast Asia: Its impact upon Singapore, Atmos. Environ., 35, 2723-2734.
25. Krotkov, N. A., J. R. Herman, P. K. Bhartia, V. Fioletov, and Z. Ahmad (2001), Satellite estimation of spectral surface UV irradiance: 2. Effect of homogeneous clouds and snow, J. Geophys. Res., 106(D11), 11,743-11,759.
26. McPeters, R. D., et al. (1998), Earth Probe Total Ozone Mapping Spectrometer (TOMS) data products user's guide, NASA Tech. Publ., 1998-206895, 1-64.
27. Mori, T. (2000), Effect of droughts and forest fires on Depterocarp forest in East Kalimantan, in Rainforest Ecosystems of East Kalimantan, edited by E. Guhardja et al., pp. 29-45, Springer-Verlag, New York.
28. Nakajima, T., A. Higurashi, N. Takeuchi, and J. R. Herman (1999), Satellite and ground-based study of optical properties of 1997 Indonesian forest fire aerosols, Geophys. Res. Lett., 26(16), 2421-2424.
29. Nemani, R. R., C. D. Keeling, H. Hashimoto, W. M. Jolly, S. C. Piper, C. J. Tucker, R. B. Myneni, and S. W. Running (2003), Climate-driven increases in global terrestrial net primary production from 1982 to 1999, Science, 300, 1560-1563.
30. NOAA National Climatic Data Center (2002), Global daily summary of day, http://lwf.ncdc.noaa.gov/.
31. Page, S. E., F. Siegert, J. O. Rieley, H. V. Boehm, A. Jaya, and S. Limin (2002), The amount of carbon released from peat and forest fires in Indonesia during 1997, Nature, 420, 61-65.
32. Pinker, R. T., and I. Laszlo (1992), Modeling surface solar irradiance for satellite applications on a global scale, J. Appl. Meteorol., 31, 194-211.
33. 2 dominated by combined effects of ENSO and volcanic aerosols?, Global Biogeochem. Cycles, 17(4), 1094, doi:10.1029/2002GB002025.
34. Running, S. W., R. Nemani, J. M. Glassy, and P. E. Thornton (1999), MODIS daily photosynthesis (PSN) and annual net primary production (NPP) product (MOD17) algorithm theoretical basis document (online), SCF At-Launch Algorithm ATBD Doc., 1-59, Univ. of Mont., Missoula.
35. Schafer, J. S., B. N. Holben, T. F. Eck, M. A. Yamasoe, and P. Artaxo (2002), Atmospheric effects on insolation in the Brazilian Amazon: Observed modification of solar radiation by clouds and smoke and derived single scattering albedo of fire aerosols, J. Geophys. Res., 107(D20), 8074, doi:10.1029/2001JD000428.
36. Tang, Y., N. Kachi, A. Furukawa, and A. Muhamad (1996), Light reduction by regional haze and its effect on simulated leaf photosynthesis in a tropical forest in Malaysia, For. Ecol. Manage., 89, 205-211.
37. Toma, T., Marjenah, and Hastaniah (2000), Climate in Bukit Soeharto, East Kalimantan, in Rainforest Ecosystems of East Kalimantan, edited by E. Guhardja et al., pp. 13-25, Springer-Verlag, New York.
38. Torres, O., P. K. Bhartia, J. R. Herman, Z. Ahmad, and J. Gleason (1998), Derivation of aerosol properties from satellite measurements of backscattered ultraviolet radiation: Theoretical basis, J. Geophys. Res., 103(D14), 17,099-17,110.
39. Torres, O., P. K. Bhartia, J. R. Herman, A. Synyuk, P. Ginoux, and B. Holben (2002), A long-term record of aerosol optical depth from TOMS observations and comparison to AERONET measurements, J. Atmos. Sci., 59, 398-413.
40. Vermote, E. F., D. Tanré, J. L. Deuzé, M. Herman, and J. J. Morcrette (1997), Second simulation of satellite signal in the solar spectrum, 6S: An overview, IEEE Trans. Geosci. Remote Sens., 35(3), 675-696.
41. von Hoyningen-Huene, W., T. Schmidt, S. Schienbein, C. A. Kee, and L. J. Tick (1999), Climate-relevant aerosol parameters of South-East-Asian forest fire haze, Atmos. Environ., 33, 3183-3190.
42. Wooster, M. J., and N. Strub (2002), Study of the 1997 Borneo fires: Quantitative analysis using global area coverage (GAC) satellite data, Global Biogeochem. Cycles, 16(1), 1009, doi:10.1029/2000GB001357.