Remote sensing detection of droughts in Amazonian forest canopies

被引:188
作者
Anderson, Liana O. [1 ]
Malhi, Yadvinder [1 ]
Aragao, Luiz E. O. C. [2 ]
Ladle, Richard [3 ,4 ]
Arai, Egidio [5 ]
Barbier, Nicolas [6 ]
Phillips, Oliver [7 ]
机构
[1] Univ Oxford, Environm Change Inst, Sch Geog & Environm, Oxford OX1 3QY, England
[2] Univ Exeter, Sch Geog, Exeter EX4 4RJ, Devon, England
[3] Univ Oxford, Sch Geog & Environm, Oxford OX1 3QY, England
[4] Univ Fed Vicosa, Dept Agr & Environm Engn, Vicosa, MG, Brazil
[5] Natl Inst Space Res INPE, Remote Sensing Div, BR-12227010 Sao Jose Dos Campos, SP, Brazil
[6] IRD UMR Bot & Bioinformat Architecture Plantes AM, F-34398 Montpellier 05, France
[7] Univ Leeds, Sch Geog, Leeds LS2 9JT, W Yorkshire, England
关键词
Amazon; climate change; drought; MODIS (moderate resolution imaging spectroradiometer); phenology; tree mortality; tropical forest; vegetation indices; WATER-CONTENT ESTIMATION; BRAZILIAN AMAZON; INTERANNUAL VARIABILITY; WOOD PRODUCTIVITY; VEGETATION INDEX; TROPICAL FORESTS; SPATIAL-PATTERNS; RAINY-SEASON; LEAF-AREA; MORTALITY;
D O I
10.1111/j.1469-8137.2010.03355.x
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
P>Remote sensing data are a key tool to assess large forested areas, where limitations such as accessibility and lack of field measurements are prevalent. Here, we have analysed datasets from moderate resolution imaging spectroradiometer (MODIS) satellite measurements and field data to assess the impacts of the 2005 drought in Amazonia. We combined vegetation indices (VI) and climatological variables to evaluate the spatiotemporal patterns associated with the 2005 drought, and explore the relationships between remotely-sensed indices and forest inventory data on tree mortality. There were differences in results based on c4 and c5 MODIS products. C5 VI showed no spatial relationship with rainfall or aerosol optical depth; however, distinct regions responded significantly to the increased radiation in 2005. The increase in the Enhanced VI (EVI) during 2005 showed a significant positive relationship (P < 0.07) with the increase of tree mortality. By contrast, the normalized difference water index (NDWI) exhibited a significant negative relationship (P < 0.09) with tree mortality. Previous studies have suggested that the increase in EVI during the 2005 drought was associated with a positive response of forest photosynthesis to changes in the radiation income. We discuss the evidence that this increase could be related to structural changes in the canopy.
引用
收藏
页码:733 / 750
页数:18
相关论文
共 82 条
  • [41] Liang S., 2004, QUANTITATIVE REMOTE
  • [42] Liebmann B, 2001, J CLIMATE, V14, P4308, DOI 10.1175/1520-0442(2001)014<4308:IVOTRS>2.0.CO
  • [43] 2
  • [44] Effect of 7 yr of experimental drought on vegetation dynamics and biomass storage of an eastern Amazonian rainforest
    Lola da Costa, Antonio Carlos
    Galbraith, David
    Almeida, Samuel
    Tanaka Portela, Bruno Takeshi
    da Costa, Mauricio
    de Athaydes Silva Junior, Joao
    Braga, Alan P.
    de Goncalves, Paulo H. L.
    de Oliveira, Alex A. R.
    Fisher, Rosie
    Phillips, Oliver L.
    Metcalfe, Daniel B.
    Levy, Peter
    Meir, Patrick
    [J]. NEW PHYTOLOGIST, 2010, 187 (03) : 579 - 591
  • [45] Linear mixture model applied to Amazonian vegetation classification
    Lu, DS
    Moran, E
    Batistella, M
    [J]. REMOTE SENSING OF ENVIRONMENT, 2003, 87 (04) : 456 - 469
  • [46] Luizao F.J., 1989, GEOJOURNAL, V19, P407, DOI DOI 10.1007/BF00176910
  • [47] An international network to monitor the structure, composition and dynamics of Amazonian forests (RAINFOR)
    Malhi, Y
    Phillips, OL
    Lloyd, J
    Baker, T
    Wright, J
    Almeida, S
    Arroyo, L
    Frederiksen, T
    Grace, J
    Higuchi, N
    Killeen, T
    Laurance, WF
    Leaño, C
    Lewis, S
    Meir, P
    Monteagudo, A
    Neill, D
    Vargas, PN
    Panfil, SN
    Patiño, S
    Pitman, N
    Quesada, CA
    Rudas-Ll, A
    Salomao, R
    Saleska, S
    Silva, N
    Silveira, M
    Sombroek, WG
    Valencia, R
    Martínez, RV
    Vieira, ICG
    Vinceti, B
    [J]. JOURNAL OF VEGETATION SCIENCE, 2002, 13 (03) : 439 - 450
  • [48] The above-ground coarse wood productivity of 104 Neotropical forest plots
    Malhi, Y
    Baker, TR
    Phillips, OL
    Almeida, S
    Alvarez, E
    Arroyo, L
    Chave, J
    Czimczik, CI
    Di Fiore, A
    Higuchi, N
    Killeen, TJ
    Laurance, SG
    Laurance, WF
    Lewis, SL
    Montoya, LMM
    Monteagudo, A
    Neill, DA
    Vargas, PN
    Patiño, S
    Pitman, NCA
    Quesada, CA
    Salomao, R
    Silva, JNM
    Lezama, AT
    Martínez, RV
    Terborgh, J
    Vinceti, B
    Lloyd, J
    [J]. GLOBAL CHANGE BIOLOGY, 2004, 10 (05) : 563 - 591
  • [49] Marengo JA, 2001, J CLIMATE, V14, P833, DOI 10.1175/1520-0442(2001)014<0833:OAEOTR>2.0.CO
  • [50] 2