Estimation of gross primary production of the Amazon-Cerrado transitional forest by remote sensing techniques;Estimativa da produtividade primária líquida bruta da floresta de transição Amazônia-Cerrado por técnicas de sensoriamento remoto

Revista Brasileira de Meteorologia

Volumn 29, Issue 1, 2014, Pages 1-12

  Souza, Maísa Caldas ^a   Biudes, Marcelo Sacardi ^a   Danelichen, Victor Hugo De Morais ^a   Machado, Nadja Gomes ^a,b   De Musis, Carlo Ralph ^a   Vourlitis, George Louis ^a,c   Nogueira, José de Souza ^a  

^a FEDERAL UNIVERSITY OF MATO GROSSO   (Brazil)

^b INSTITUTO FEDERAL DE EDUCAÇÃO   (Brazil)

^c CALIFORNIA STATE UNIVERSITY   (United States)

Author keywords

Semi deciduous forest; VPM model

Indexed keywords

EID: 84897520629     PISSN: 01027786     EISSN: 19824351     Source Type: Journal    
DOI: 10.1590/S0102-77862014000100001     Document Type: Article

References (54)

1. AGUIAR, R. G.; RANDOW, C. V.; PRIANTE FILHO, N.; MANZI, A. O.; AGUIAR, L. J. G.; CARDOSO, F. L. Fluxos de massa e energia em uma floresta tropical no sudoeste da Amazônia. Revista Brasileira de Meteorologia, v. 21, n. 3b, p. 248-257, 2006.
2. ASNER, G. P.; MARTIN, R. E. Spectral and chemical analysis of tropical forests: Scaling from leaf to canopy levels. Remote Sensing of Environment, v. 112, p. 3958-3970, 2008.
3. AUBINET, M.; VESALA, T.; PAPALE, D. (Eds.). A Practical Guide to Measurement and Data Analysis. Springer, Germany, 438 pp, 2012.
4. BALDOCCHI, D. Assessing the eddy covariance technique for evaluating carbon dioxide exchange rates of ecosystems: past, present and future. Global Change Biology, v. 9, p. 479-492, 2003.
5. BERNOUX, M.; CARVALHO, M. S.; VOLKOFF, B.; CERRI, C. C. Brazil's soil carbon stocks. Soil Science Society of America Journal, v. 66, n. 3, p. 888-896, 2002.
6. BOARDMAN, N. K. Comparitive photosynthesis of sun and shade plants. Annual Review of Plant Physiology, v. 28, p. 355-377, 1977.
7. DALMAGRO, J. H.; ALMEIDA LOBO, F.; ORTÍZ, C. E. R.; BIUDES, M. S.; NOGUEIRA, J. S.; VOURLITIS, G. L.; PINTO JUNIOR, O. B. Trocas gasosas de uma espécie Lenhosa na floresta de transição amazônia-cerrado. Ciência e Natura, v. 33, n. 2, 147-165, 2011.
8. GHIL, M.; ALLEN, M. R.; DETTINGER, M. D.; IDE, K.; KONDRASHOV, D.; MANN, M. E.; ROBERTSON, A. W.; SAUNDERS, A.; TIAN, Y.; VARADI, F.; YIOU P. Advanced spectral methods for climatic time series. Reviews of Geophysics, v. 40, n. 1, 2002.
9. GOLYANDINA, N.; OSIPOVA, E. The "Caterpillar"-SSA method for analysis of time series with missing values. Journal of Statistical Planning and Inference, v. 137, p. 2642-2653, 2007.
10. GRACE, J.; MALHI, Y.; LLOYD, J.; MCINTYRE, J.; MIRANDA, A. C.; MEIR, P.; MIRANDA, H. S. The use of eddy covariance to infer the net carbon dioxide uptake of Brazilian rain forest. Global Change Biology, v. 2, p. 209-217, 1996.
11. HERRNANCE, J. F.; JACOB, R. W.; BRADLEY, B. A.; MUSTARD, J. F. Extracting phenological signals from multiyear A VHRR NDVI time series: Framework for applying high-order annual splines. IEEE Transactions on Geoscience and Remote Sensing, v. 45, n. 10, 2007.
12. HIRD, J. N.; MCDERRNID, G. J. Noise reduction of NDVI time series: An empirical comparison of selected techniques. Remote Sensing of Environment, v. 113, p. 248-258, 2009.
13. HUETE, A. R.; DIDAN, K.; SHIMABUKURO, Y. E.; RATANA, P.; SALESKA, S. R.; HUTYRA, L. R.; YANG, W. Z.; NEMANI, R. R.; MYNENI, R. Amazon rainforests green-up with sunlight in dry season. Geophysical Research Letters, v. 33, p. L06045, 2006.
14. HUETE, A. R.; LIU, H. Q.; BATCHILY, K.; VANLEEUWEN, W. A comparison of vegetation indices global set of TM images for EOSMODIS. Remote Sensing of Environment, v. 59, p. 440-451, 1997.
15. HUTYRA, L. R.; MUNGER, J. W.; SALESKA, S. R.; GOTTLIEB, E.; DAUBE, B. C.; DUNN, A. L.; AMARAL, D. F.; DE CAMARGO, P. B.; WOFSY, S. C. Seasonal controls on the exchange of carbon and water in an Amazonian rain forest. Journal of Geophysical Research-Biogeosciences, v. 112, p. G03008, 2007.
16. KELLER, M.; ALENCAR, A.; ASNER, G. P.; BRASWELL, B.; BUSTAMANTE, M.; DAVIDSON, E.; FELDPAUSCH, T.; FERNANDES, E.; GOULDEN, M.; KABAT, P.; KRUIJT, B.; LUIZÃO, F.; MILLER, S.; MARKEWITZ, D.; NOBRE, A. D.; NOBRE, C. A.; PRIANTE FILHO, N.; DA ROCHA, H.; DIAS, P. S.; RANDOW, C. V.; VOURLITIS, G. L. Ecological research in the large-scale biosphere-atmosphere experiment in amazonia: early results. Ecological Applications, v. 14, p. 3-16, 2004.
17. KOTTEK, M.; GRIESER, J.; BECK, C.; RUDOLF, B.; RUBIEL, F. World map of the Köppen-Geiser climate classification updated. Meteorologishe Zeitschrift, v. 15, n. 3, p. 259-263, 2006.
18. LI, Z.; YU, G.; XIAO, X.; LI, Y.; ZHAO, X.; REN, C.; ZHANG, L.; FU, Y. Modeling gross primary production of alpine ecosystems in the Tibetan Plateau using MODIS images and climate data. Remote Sensing of Environment, v. 107, p. 510-519, 2007.
19. MARENGO, J. A.; NOBRE, C. A.; TOMASELLA, J.; OYAMA, M. D.; DE OLIVEIRA, G. S.; DE OLIVEIRA, R.; CAMARGO, H.; ALVES, L. M.; BROWN, I. F. The drought of Amazonia in 2005. Journal of Climate, v. 21, n. 3, p. 495-516, 2008.
20. MONTEITH, J. L. Solar radiation and productivity in tropical ecosystems. Journal of Applied Ecology, v. 9, p. 747-766, 1972.
21. MYNENI, R. B. et al. Large seasonal swings in leaf area of Amazon rainforests. PNAS, v. 104, p. 4820-4823, 2007.
22. PINHEIRO, F. J. A. 1994. Anatomia foliar, desenvolvimento e interceptação da luz de cultivares de arroz (Oryza sativa L.). Dissertação de Mestrado. Goiânia, Universidade Federal de Goiás. 1994.
23. ROBERTS, D. A.; NELSON, B. W.; ADAMS, J. B.; PALMER, F. Spectral changes with leaf aging in Amazon caatinga. Trees-Structure and Function, v. 12, p. 315-325, 1998.
24. RUNNING, S. W.; NEMANI, R. R.; HEINSCH, F. A.; ZHAO, M.; REEVES, M.; HASHIMOTO, H. A continuous satellite-derived measure of global terrestrial primary production. BioScience, v. 54, p. 547-560, 2004.
25. SALESKA, S.; DA ROCHA, H.; KRUIJT, B.; NOBRE, A. Ecosystem carbon fluxes and Amazonian forest metabolism, in Amazonia and Global Change, Geophysical Monograph Series 186, edited by M. KELLER ET AL., pp. 389-408, AGU, Washington, D. C., 2009.
26. SALESKA, S. R.; MILLER, S. D.; MATROSS, D. M.; GOULDEN, M. L.; WOFSY, S. C.; DA ROCHA, H. R.; DE CAMARGO, P. B.; CRILL, P.; DAUBE, B. C.; DE FREITAS, H. C.; HUTYRA, L.; KELLER, M.; KIRCHHOFF, V.; MENTON, M.; MUNGER, J. W.; PYLE, E. H.; RICE, A. H.; SILVA, H. Carbon in Amazon forests: Unexpected seasonal fluxes and disturbance-induced losses. Science, v. 302, p. 1554-1557, 2003.
27. SAMANTA, A.; GANGULY, S.; HASHIMOTO, H.; DEVADIGA, S.; VERMOTE, E.; KNYAZIKHIN, Y.; NEMANI, R. R.; MYNENI, R. B. Amazon forests did not green-up during the 2005 drought. Geophysical Research Letters, v. 37, p. L05401, 2010.
28. SANCHES, L.; VALENTINI, C. M. A.; PINTO JUNIOR, O. B.; NOGUEIRA, J. S.; VOURLITIS, G. L.; BIUDES, M. S.; SILVA, C. J.; BAMBI, P.; ALMEIDA LOBO, F. Seasonal and interannual litter dynamics of a tropical semideciduous forest of the southern Amazon Basin, Brazil. Journal of Geophysical Research, v. 113, n. 113, p. 1-9. 2008.
29. SANTOS, S. N. M.; COSTA, M. H. Simulações de fluxo de carbono em um ecossistema de floresta tropical. Revista Brasileira de Meteorologia, v. 18, n. 1, p. 87-96, 2003.
30. SCHUBERT, S. D.; ROOD, R. B.; PFAENDTNER, J. An assimilated dataset for earth science applications. Bulletin of the American Meteorological Society, v. 74, n. 12, p. 2331-2342, 1993.
31. SENDALL, M. M.; VOURLITIS, G. L.; LOBO, F. A. Seasonal variation in the maximum rate of leaf gas exchange of canopy and understory tree species in an Amazonian semi-deciduous forest. Brazilian Journal of Plant Physiology, v. 21, p. 65-74, 2009.
32. SILVA, B. B.; MACHADO, C. C. C.; OLIVEIRA, L. M. M.; MOURA, M. S. B. Determinação por sensoriamento remote da produtividade primária bruta do perímetro irrigado São Gonçalo-PB. Revista Brasileira de Meteorologia, v. 28, n. 1, p. 57-63, 2013.
33. SIMS, D. A.; RAHMAN, A. F., CORDOVA, V. D.; EL-MASRI, B. Z.; BALDOCCHI, D. D.; FLANAGAN, L. B.; Goldstein, A. H.; Hollinger, D. Y.; Misson, L.; Monson, R. K.; Oechel, W. C.; Schmid, H. P.; Wofsy, S. C.; Xu, L. On the use of MODIS EVI to assess gross primary productivity of North American ecosystems. Journal of Geophysical Research, v. 111, p. G04015, 2006.
34. SIMS, D. A.; RAHMAN, A. F.; CORDOVA, V. D.; EL-MASRI, B. Z.; BALDOCCHI, D. D.; BOLSTAD, P. V.; FLANAGAN, L. B.; GOLDSTEIN, A. H.; HOLLINGER, D. Y.; MISSON, L.; MONSON, R. K.; OECHEL, W. C.; SCHMID, S. P.; WOFSY, S. C.; XU, L. A new model of gross primary productivity for North American ecosystems based solely on the enhanced vegetation index and land surface temperature from MODIS. Remote Sensing of Environment, v. 112, p. 1633-1646, 2008.
35. STAGAKIS, S.; MARKOS, N.; LEVIZOU, E.; KYPARISSIS, A. Forest ecosystem dynamics using spot and modis satellite images. In: ENVISAT SYMPOSIUM 2007. Montreux, Switzerland. July, 2007.
36. TURNER, D. P.; RITTS, W. D.; MAOSHENG, Z.; KURC, S. A.; DUNN, A. L.; WOFSY, S. C.; SMALL, E. E.; RUNNING, S. W. Assessing interannual variation in MODIS-based estimates of gross primary production. IEEE Transactions on Geoscience and Remote Sensing, v. 44, n. 7, p. 1899-1907, 2006.
37. VETRITA, Y.; CHAOYANG, W.; ZHENG, N.; HIRANO, T. Evaluation of light use efficiency model using modis in tropical peat swamp forest, Indonesia. In: Second cresos International Symposium on south east Asia environmental problems and satellite remote sensing, 2011, Indonesia, p. 127-134. 2011.
38. VOURLITIS, G. L.; DA ROCHA, H. R. Flux dynamics in the Cerrado and Cerrado-Forest Transition of Brazil. In: HILL, M. J.; HANAN, N. P. (Eds.), Ecosystem Function in Global Savannas: Measurement and Modeling at Landscape to Global Scales, pp. 97-116, CRC Press, Boca Raton, Fla., 2010.
39. VOURLITIS, G. L.; NOGUEIRA, J. S.; LOBO, F. A.; SENDALL, K. M.; DE FARIA, J. L. B.; DIAS, C. A. A.; ANDRADE, N. L. R. Energy balance and canopy conductance of a tropical semi-deciduous forest of the southern Amazon Basin. Water Resources Research, v. 44, p. W03412, 2008.
40. VOURLITIS, G. L.; LOBO, F. A.; ZEIHLOFER, P.; NOGUEIRA, J. S. Temporal patterns of net CO2 exchange for a tropical semi-deciduous forest of the southern Amazon Basin. Journal of Geophysical Research, v. 116, p. G03029, 2011.
41. VOURLITIS, G. L.; NOGUEIRA, J. S.; PRIANTE-FILHO, N.; HOEGER, W.; RAILER, F.; BIUDES, M. S.; ARRUDA, J. C.; CAPISTRANO, V. B.; DE FARIA, J. L. B.; LOBO, F. A. The sensitivity of diel CO2 and H2O vapor exchange of a tropical transitional forest to seasonal variation in meteorology and water availability. Earth Interactions Journal, v. 9, p. 1-23, 2005.
42. VOURLITIS, G. L.; PRIANTE FILHO, N.; HAYASHI, M. M. S.; NOGUEIRA, J. S.; RAITER, F.; HOEGER, W.; CAMPELO JUNIOR, J. H. Effects of meteorological variations of the CO2 exchange of a Brazilian transitional tropical Forest. Ecological Applications, v. 14, n. 4, p. S89-S100, 2004.
43. VOURLITIS, G. L.; PRIANTE FILHO, N.; HAYASHI, M. M. S.; NOGUEIRA, J. S.; CASEIRO, F. T.; CAMPELO JUNIOR, J. H. Seasonal variations in the evapotranspiration of a transitional tropical forest of MatoGrosso, Brazil. Water Resources Research, v. 38, p. 1094, 2002.
44. WANG, Z.; XIAO, X.; YAN, X. Modeling gross primary production of maize cropland and degraded grassland in northeastern China. Agricultural and Forest Meteorology, v. 150, p. 1160-1167, 2010.
45. WEBB, E. K.; PEARMAN, G. I.; LEUNING, R. Corrections of flux measurements for density effects due water vapor transfer. Quarterly Journal of the Royal Meteorological Society, v. 106, n. 447, p. 85-100, 1980.
46. WOHLFAHRT, G.; ANFANG, C.; BAHN, M.; HASLWANTER, A.; NEWESELY, C.; SCHMITT, M.; DROSLER, M.; PFADENHAEUR, J.; CERNUSCA, A. Quantifying nighttime ecosystem respiration of a meadow using eddy covariance, chambers and modeling. Agricultural and Forest Meteorology, v. 128, p. 141-162, 2005.
47. WU, C.; MUNGER, J. W.; NIU, Z.; KUANG, D. Comparison of multiple models for estimating gross primary production using MODIS and eddy covariance data in Harvard Forest. Remote Sensing of Environment, v. 114, p. 2925-2939, 2010.
48. XIAO, X.; ZHANG, Q.; BRASWELL, B.; URBANSKI, S.; BOLES, S.; WOFSY, S.; MOORE III, B.; OJIMA, D. Modeling gross primary production of temperate deciduous broadleaf forest using satellite images and climate data. Remote Sensing of Environment, v. 91, n. 2, p. 256-270, 2004b.
49. XIAO, X.; ZHANG, Q.; HOLLINGER, D.; ABER, J.; MOORE III, B. Modeling seasonal dynamics of gross primary production of an evergreen needleleaf forest using MODIS images and climate data. Ecological Applications, v. 15, n. 3, p. 954-969, 2004a.
50. XIAO, X.; ZHANG, Q.; SALESKA, S.; HUTYRA, L.; DE CAMARGO, P.; WOFSY, S.; FROLKING, S.; BOLES, S.; KELLER, M.; MOORE B. Satellite-based Modeling of Gross Primary Production in a Seasonally Moist Tropical Evergreen Forest. Remote Sensing of Environment, v. 94, n. 1, p. 105-122, 2005.
51. XIAO, X. M.; BOLES, S.; LIU, J. Y.; ZHUANG, D. F.; LIU, M. L. Characterization of forest types in Northeastern China, using multitemporal SPOT-4 VEGETATION sensor data. Remote Sensing of Environment, v. 82, p. 335-348, 2002.
52. YANG, F. H.; ICHII, K.; WHITE, M. A.; HASHIMOTO, H.; MICHAELIS, A. R.; VOTAVA, P.; ZHU, A. X.; HUETE, A.; RUNNING, S. W.; NEMANI, R. R. Developing a continental-scale measure of gross primary production by combining MODIS and AmeriFlux data through Support Vector Machine approach. Remote Sensing of Environment, v. 110, p. 109-122, 2007.
53. ZEILHOFER, P.; SANCHES, L.; VOURLITIS, G. L.; ANDRADE, N. L. R. Seasonal variations in litter production and its relation with MODIS vegetation indices in a semi-deciduous forest of Mato Grosso. Remote Sensing Letters, v. 3, n. 1, 2011.
54. ZHAO, M.; RUNNING, S. W. Drought-induced reduction in global terrestrial net primary production from 2000 through 2009. Science, v. 329, p. 940-943, 2010.