SPACE-TEMPORAL VARIATION OF PAR REFLECTED BY THE SOIL AND TRANSMITTED BY THE CANOPY IN A FLOODPLAIN FOREST OF MATO GROSSO STATE, BRAZIL
DOI:
https://doi.org/10.5902/1980509835097Keywords:
Cambará, flooded area, semivariogram, Vochysia divergens.Abstract
Ground cover and the vegetation type influence radiative flux through reflectance off the soil beneath the canopy and by transmittance from the canopy. Here, we analyze spatial and temporal variation in reflected photosynthetically active radiation (PAR), from soil in a seasonally flooded forest dominated by Vochysia divergens Pohl in a wetland area of Mato-Grosso State, Brazil. The study area was divided into 5 transects with 11 sampling points, totaling 55 measured points and samples were taken between December 2011 and November 2012. The spatial distribution of reflected PAR was assessed by applying the spherical model to semivariograms. We found a negative correlation between leaf area index and canopy transmittance, PAR below the canopy and PAR reflected by soil, and a positive correlation between PAR below the canopy and PAR reflected by soil. Our results indicate the spatial dependence of reflected PAR during the 9 months of the study. The most common range between the semivariograms was 100 m in December/2011, January/2011 and November/2012, and the greatest range was in June/2012. These variations in reflected PAR are likely caused by differences in topographical elevation, moisture buildup and vegetation differences which have the capacity to alter soil color and/or cover, thereby altering light reflection.
Downloads
References
ALLEN, R.; TASUMI, M.; TREZZA, R. Satellite-based energy balance for mapping evapotranspiration with internalized calibration model (METRIC). Journal of irrigation and drainage engineering, New York, v. 133, n. 4, p. 395-407, 2007.
ALMEIDA, A. Q. et al. Índice de Área Foliar de Eucalyptus Estimado por Índices de Vegetação Utilizando Imagens TM - Landsat 5. Floresta e Ambiente, Rio de Janeiro, v. 22, n. 3, p. 368-376, 2015.
ANGELICO, J. C. Desempenho da co-krigagem na determinação da variabilidade de atributos do solo. Revista Brasileira de Ciência do Solo, Viçosa, MG, v. 30, n. 6, 2006.
ARIEIRA, J.; NUNES DA CUNHA, C. Fitossociologia de uma floresta inundável monodominante de Vochysia divergens Pohl (Vochysiaceae), no Pantanal Norte, MT, Brasil. Acta Botanica Brasilica, Belo Horizonte, v. 20, p. 569-580, 2006.
BIUDES, M. S. et al. Ground and remote sensing-based measurements of leaf area index in a transitional forest and seasonal flooded forest in Brazil. International Journal Biometeorology, [s. l.], v. 58, n. 6, 2014.
BURROUGH P. A.; MCDONNEL, R. A. Principles of geographical information systems. Oxford: Oxford University Press, 1998. 333 p.
CAMBARDELLA, C. A. et al. Fieldscale variability of soil properties in central Iowa soils. Soil Science Society of America Journal, Madison, v. 58, p. 1501-1511, 1994.
CARVALHO, J. R. P.; SILVEIRA, P. M.; VIEIRA, S. R. Geoestatística na determinação da variabilidade espacial de características químicas do solo sob diferentes preparos. Pesquisa Agropecuária Brasileira, Brasília, v. 37, n. 8, p. 1151-1159, 2002.
CESCATTI, A. Effects of needle clumping in shoots and crowns on the radiative regime of a Norway spruce canopy. Annals of Forest Science, Les Ullis, v. 55, p. 89-102, 1998.
COLLISCHONN, W.; TUCCI, C. E. M.; CLARKE, R. T. Further evidence of changes in the hydrological regime of the river Paraguay: part of a wider phenomenon of climate change. Journal of Hydrology, Amsterdam, v. 245, p. 218-238, 2001.
CONLY, F. M.; VAN DER KAMP, G. Monitoring the hydrology of Canadian prairie wetlands to detect the effects of climate change and land use changes. Environmental Monitoring and Assessment, Dordrecht, v. 67, p. 195-215, 2001.
DAFONTE, J. M. et al. Mapping of soil micronutrients in an european atlantic agricultural landscape using ordinary kriging and indicator approach. Bragantia, Campinas, v. 69, supl, 2010.
DALMAGRO, H. J. et al. Photosynthetic parameters of two invasive tree species of the Brazilian Pantanal in response to seasonal flooding. Photosynthetica, Prague, v. 51, n. 2, p. 281-294, 2013.
DALMOLIN, A. C. et al. Effects of flooding and shading on growth and gas exchange of Vochysia divergens Pohl (Vochysiaceae) of invasive species in the Brazilian Pantanal. Brazilian Society of Plant Physiology, Campo dos Goytacazes, v. 24, n. 2, p. 75-84, 2012.
DAVIDSON, A.; WANG, S. S. The effects of sampling resolution on the surface albedos of dominant land cover types in the North American boreal region. Remote Sensing of Environment, New York, v. 93, p. 211-224, 2004.
DIAS, V. R. M.; ALVES, M. C.; SANCHES, L. Métodos de ajustes de semivariograma para modelagem espacial de íons de precipitação pluvial em Cuiabá, Brasil. Ciência e Natura, Santa Maria, v. 37, n. 2, p. 312-320, 2015.
DIAS, V. R. M. et al. Spatio-temporal variability of anions in wet precipitation of Cuiabá, Brazil. Atmospheric research, Amsterdam, v. 107, p. 9-19, 2012.
ENGMAN, E. T. Remote sensing applications to hydrology: future impact. Hydrological Sciences Journal, Oxford, v. 41, p. 637-647, 1996.
FRAGA, C. I. M. Evapotranspiração e fator de desacoplamento em área de Cambarazal no Pantanal. 2009. 56 f. Dissertação (Mestrado) - Programa de Pós-Graduação em Física Ambiental, Universidade Federal de Mato Grosso, Cuiabá, 2009.
FOKEN, T. Micrometeorology. Berlin: Springer, 2008. 308 p.
GOVAERTS, Y.; LATTANZIO, A. Estimation of surface albedo increase during the eighties Sahel drought from Meteosat observations. Global and Planetary Change, Amsterdam, v. 64, p. 139-145, 2008.
JANUARIO, M.; VISWANADHAM, Y.; SENNA, R. C. Radiação solar total dentro e fora de floresta tropical húmica de terra firme (Tucuruí, Pará). Acta Amazônica, Manaus, v. 22, p. 335-340, 1992.
JOHNSON, M. S. et al. Soil CO2 Dynamics in a Tree Island Soil of the Pantanal: The Role of Soil Water Potential. PLoS ONE, San Francisco, v. 8, n. 6, 2013.
JUNK, W. J. et al. Biodiversity and its conservation in the Pantanal of Mato Grosso, Brazil. Aquatic Sciences, Basel, v. 68, p. 278-309, 2006.
LANDSBERG J. J.; SANDS, P. Physiological ecology of forest production: principles, processes and models. New York: Academic Press, 2011. 352 p. (Terrestrial Ecology Series, n. 4).
LARCHER, W. Ecofisiologia vegetal. São Carlos: Rima, 2006. 550 p.
LEITÃO, M. M. V. B. R. Balanço de radiação em três ecossistemas da floresta amazônica: campina, campinarana e mata densa. 1994. 135 f. Tese (Doutorado) - Instituto Nacional de Pesquisas Espaciais, São José dos Campos, 1994.
LORENZI, H. Árvores brasileiras: manual de identificação e cultivo de plantas arbóreas nativas do Brasil. 5. ed. Nova Odessa: Editora Plantarum, 2008. v. 1.
MACHADO, N. G. et al. Growth rhythm of Vochysia Divergens Pohl (Vochysiaceae) in the Northern Pantanal. Acta Scientiarum. Biological Sciences, Maringá, v. 37, p. 81-90, 2015a.
MACHADO, N G. et al. Soil nutrientes and vegetation structure in a neotropical seasonal wetland. Applied ecology and environmental research, Budapest, v. 13, n. 2, p. 289-305, 2015b.
MCBRATNEY, A. G.; WEBSTER, A. G. Choosing functions for semi-variograms and fitting them to sampling estimates. European Journal of Soil Science, Oxford, v. 37, p. 617-639, 1986.
MENDOZA, G. F. et al. Estimating basinwide hydraulic parameters of a semi-arid mountainous watershed by recession flow analysis. Journal of Hydrology, Basel, v. 279, p. 57-69, 2003.
MESSIER, C.; PUTTONEN, P. Spatial and temporal variation in the light environment of developing Scots pine stands; the basis for a quick and efficient method of characterizing light. Canadian Journal of Forest Research, Ottawa, v. 25, p. 343-354, 1995.
MONTGOMERY, R. A.; CHAZDON, R. L. Forest structure, canopy architecture and light transmittance in tropical wet forests. Ecology, Brooklyn, v. 82, n. 10, p. 2707-2718, 2001.
MYNEMI, R. B. et al. Global products of vegetation leaf area and fraction absorbed PAR from, year one of MODIS data. Remote Sensing Environment, [s. l.], v. 83, n. 2, p. 214-231, 2002.
NOVAIS, J. W. Z. et al. Albedo do solo abaixo do dossel em área de Vochysia Divergens Pohl no norte do Pantanal. Revista Brasileira de Meteorologia, São José dos Campos, v. 31, n. 2, p. 157-166, 2016.
NOVAIS, J. W. Z. et al. Relação entre profundidade óptica de aerossóis e radiação fotossinteticamente ativa e global no cerrado mato-grossense. Revista Estudo & Debate, Lajeado, v. 24, n. 1, p. 153-167, 2017.
NOVAIS, J. W. Z. et al. Variação horária e sazonal da radiação solar incidida e refletida e suas relações com variáveis micrometeorológicas no Pantanal Norte Mato-grossense. Revista Brasileira de Ciências Ambientais, São Paulo, v. 38, p. 96-108, 2015.
NUNES DA CUNHA, C. et al. Influences of dry and flooding periods on phenology and the dynamic of seedlings and saplings of Vochysia divergens Pohl, in the Pantanal of Poconé. 2001. In: GERMAN-BRAZILIAN WORKSHOP ON NEOTROPICAL ECOSYSTEMS, Hamburg. Proceedings… Hamburg: [s. n.], 2001. p. 871-874.
NUNES DA CUNHA, C.; JUNK, W. J. Year-to-year changes in water level drive the invasion of Vochysia divergens in Pantanal grasslands. Applied Vegetation Science, [s. l.], v. 7, p. 103-110, 2004.
PRICE, J. S. et al. Advances in Canadian wetland hydrology, 1999−2003. Hydrological Processes, Chichester, v. 19, p. 201-214, 2005.
POTT, A.; POTT, V. J. Plantas do Pantanal. Brasília: EMBRAPA, 1994. 320 p.
SANCHES, L. et al. Índice de área foliar em floresta de transição Amazônia cerrado em diferentes métodos de estimativa. Ciência e Natura, Santa Maria, v. 30, n. 1, p. 57-69, 2008.
SANCHES, L. et al. Seasonal Patterns of Evapotranspiration for a Vochysia divergens Forest in the Brazilian Pantanal. Wetlands, [s. l.], v. 31, p. 1215-1225, 2011.
SANSEVERO, J. B. B.; PIRES, J. P. A.; PEZZOPANE, J. E. M. Caracterização ambiental e enriquecimento da vegetação de áreas em diferentes estágios sucessionais (pasto, borda, clareira e floresta). Revista científica eletrônica de engenharia florestal, Garça, v. 7, 2006.
SENNA, M. C. A.; COSTA, M. H.; SHIMABUKURO, Y. E. Fraction of photosynthetically active radiation absorbed by Amazon tropical forest: A comparison of field measurements, modeling, and remote sensing. Journal of Geophysical Research, Washington, v. 110, 2005.
SILVA, M. P. et al. Distribuição e quantificação de classes de vegetação do Pantanal através de levantamento aéreo. Revista Brasileira de Botânica, São Paulo, v. 23, n. 2, p. 143-152, 2000.
SILVA, L. B. Relações entre aporte de serrapilheira, nutrientes e efluxo de dióxido de carbono em floresta inundável de Vochysia divergens Pohl no Pantanal Mato-Grossense. 2013. 70 f. Tese (doutorado) - Programa de Pós-Graduação em Física Ambiental, Universidade Federal de Mato Grosso, Cuiabá, 2013.
SPOLADOR, J.; SANCHES L.; COSTA, M. H. Radiação fotossinteticamente ativa em uma floresta de transição Cerrado-Amazônia. Revista Brasileira de Meteorologia, São José dos Campos, v. 21, n. 3b, p. 301-307, 2006.
SUMNER, D. M.; WU, Q.; PATHAK, C. S. Variability of Albedo and Utility of the MODIS Albedo Product in Forested Wetlands. Wetlands, [s. l.], v. 31, p. 229-237, 2011.
SPEARMAN, C. The proof and measurement of association between two things. American Journal Psychology, [s. l.], v. 15, p. 72-101, 1904.
STAPE, J. L.; RYAN, M. G.; BINKLEY, D. Testing the utility of the 3-PG model for growth of Eucalyptus grandis-urophylla with natural and manipulated supplies of water and nutrients. Forest Ecology and Management, Amsterdam, v. 193, p. 219-234, 2004.
VAN LEEUWEN, W. J. D.; HUETE, A. R. Effects of Standing Litter on the Biophysical Interpretation of Plant Canopies with Spectral Indices. Remote Sensing Environment, [s. l.], v. 55, p. 123-138, 1996.
VILANI, M. T. et al. Estimativa da absortância da radiação fotossinteticamente ativa de uma vegetação de transição floresta Amazônica-cerrado por três métodos. Revista Brasileira de Agrometeorologia, Sete Lagoas, v. 15, p. 289-298, 2007.
VIERLING, L. A.; WESSMAN, C. A. Photosynthetically active radiation heterogeneity within a monodominant Congolese rain forest canopy. Agricultural and Forest Meteorology, Amsterdam, v. 103, p. 265-278, 2000.
VOURLITIS, G. L. et al. Spatial variations in soil chemistry and organic matter content across a Vochysia divergens invasion front in the Brazilian Pantanal. Soil Science Society of America Journal, Madison, v. 75, p. 1554-1561, 2011.
ZHENG, G.; MOSKAL, L. M. Retrieving leaf area index (LAI) using remote sensing: theories, methods and sensors. Sensors, [s. l.], v. 9, p. 2719-2745, 2009.


