Monitoring post-fire recovery of various vegetation biomes using multi-wavelength satellite remote sensing

被引:17
作者
Bousquet, Emma [1 ]
Mialon, Arnaud [1 ]
Rodriguez-Fernandez, Nemesio [1 ]
Mermoz, Stephane [2 ]
Kerr, Yann [1 ]
机构
[1] Univ Toulouse CNES CNRS INRAE IRD UPS, Ctr Etud Spatiales Biosphere CESBIO, 18 Av Edouard Belin,Bpi 2801, F-31401 Toulouse 9, France
[2] GlobEO, F-31400 Toulouse, France
关键词
SOIL-MOISTURE RETRIEVAL; MICROWAVE EMISSION; PASSIVE MICROWAVE; DATA SETS; ABOVEGROUND BIOMASS; FIRE RESISTANCE; FOREST; CLIMATE; MODEL; EUCALYPTUS;
D O I
10.5194/bg-19-3317-2022
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Anthropogenic climate change is now considered to be one of the main factors causing an increase in both the frequency and severity of wildfires. These fires are prone to release substantial quantities of CO2 into the atmosphere and to endanger natural ecosystems and biodiversity. Depending on the ecosystem and climate regime, fires have distinct triggering factors and impacts. To better analyse this phenomenon, we investigated post-fire vegetation anomalies over different biomes, from 2012 to 2020. The study was performed using several remotely sensed quantities ranging from visible-infrared vegetation indices (the enhanced vegetation index (EVI)) to vegetation opacities obtained at several passive-microwave wavelengths (X-band, C-band, and L-band vegetation optical depth (X-VOD, C-VOD, and L-VOD)), ranging from 2 to 20 cm. It was found that C- and X-VOD are mostly sensitive to fire impact on low-vegetation areas (grass and shrublands) or on tree leaves, while L-VOD depicts the fire impact on tree trunks and branches better. As a consequence, L-VOD is probably a better way of assessing fire impact on biomass. The study shows that L-VOD can be used to monitor fire-affected areas as well as post-fire recovery, especially over densely vegetated areas.
引用
收藏
页码:3317 / 3336
页数:20
相关论文
共 110 条
  • [1] Impact of anthropogenic climate change on wildfire across western US forests
    Abatzoglou, John T.
    Williams, A. Park
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (42) : 11770 - 11775
  • [2] Albini F.A., 1993, PIRE ENV ECOLOGICAL, P39
  • [3] Alexander Martin E., 2011, U S Forest Service Pacific Northwest Research Station General Technical Report PNW-GTR, P107
  • [4] Satellite-Observed Soil Moisture as an Indicator of Wildfire Risk
    Ambadan, Jaison Thomas
    Oja, Matilda
    Gedalof, Ze'ev
    Berg, Aaron A.
    [J]. REMOTE SENSING, 2020, 12 (10)
  • [5] [Anonymous], 2014, AMSR2GCOM W1 SURFACE, DOI DOI 10.5067/M5DTR2QUYLS2
  • [6] [Anonymous], 2010, REMOTE SENSING SCI E
  • [7] 21st Century drought-related fires counteract the decline of Amazon deforestation carbon emissions
    Aragao, Luiz E. O. C.
    Anderson, Liana O.
    Fonseca, Marisa G.
    Rosan, Thais M.
    Vedovato, Laura B.
    Wagner, Fabien H.
    Silva, Camila V. J.
    Silva Junior, Celso H. L.
    Arai, Egidio
    Aguiar, Ana P.
    Barlow, Jos
    Berenguer, Erika
    Deeter, Merritt N.
    Domingues, Lucas G.
    Gatti, Luciana
    Gloor, Manuel
    Malhi, Yadvinder
    Marengo, Jose A.
    Miller, John B.
    Phillips, Oliver L.
    Saatchi, Sassan
    [J]. NATURE COMMUNICATIONS, 2018, 9
  • [8] PERSIANN-CDR Daily Precipitation Climate Data Record from Multisatellite Observations for Hydrological and Climate Studies
    Ashouri, Hamed
    Hsu, Kuo-Lin
    Sorooshian, Soroosh
    Braithwaite, Dan K.
    Knapp, Kenneth R.
    Cecil, L. Dewayne
    Nelson, Brian R.
    Prat, Olivier P.
    [J]. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 2015, 96 (01) : 69 - +
  • [9] Combined effects of climate and land-use change on the future of humid tropical forests
    Asner, Gregory P.
    Loarie, Scott R.
    Heyder, Ursula
    [J]. CONSERVATION LETTERS, 2010, 3 (06): : 395 - 403
  • [10] Soil temperatures after the passage of a fire: Do they influence the germination of buried seeds?
    Auld, TD
    Bradstock, RA
    [J]. AUSTRALIAN JOURNAL OF ECOLOGY, 1996, 21 (01): : 106 - 109