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Title: A MODIS Photochemical Reflectance Index (PRI) as an Estimator of Isoprene Emissions in a Temperate Deciduous Forest

Journal Article · · Remote Sensing
DOI:https://doi.org/10.3390/rs10040557· OSTI ID:1474481
 [1];  [1];  [2];  [3];  [2];  [4];  [5];  [6]; ORCiD logo [7];  [2];  [8];  [1];  [1]
  1. Autonomous Univ. of Barcelona, Bellaterra (Spain). Spanish National Research Council (CSIC), Centre for Research on Ecology and Forestry Applications (CREAF) and Global Ecology Unit
  2. Univ. of California, Irvine, CA (United States). Dept. of Earth System Science
  3. DePaul Univ., Chicago, IL (United States). Dept. of Environmental Science and Studies
  4. Univ. of Innsbruck (Austria). Inst. of Atmospheric and Cryospheric Sciences
  5. Univ. of Nebraska, Lincoln, NE (United States). School of Natural Resources
  6. Univ. of Missouri, Columbia, MO (United States). Dept. of Forestry
  7. Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
  8. Autonomous Univ. of Barcelona, Bellaterra (Spain). Spanish National Research Council (CSIC), Centre for Research on Ecology and Forestry Applications (CREAF) and Global Ecology Unit; Univ. of Antwerp (Belgium). Center of Excellence Plants and Ecosystems (PLECO) and Dept. of Biology

The quantification of isoprene and monoterpene emissions at the ecosystem level with available models and field measurements is not entirely satisfactory. Remote-sensing techniques can extend the spatial and temporal assessment of isoprenoid fluxes. Detecting the exchange of biogenic volatile organic compounds (BVOCs) using these techniques is, however, a very challenging goal. Recent evidence suggests that a simple remotely sensed index, the photochemical reflectance index (PRI), which is indicative of light-use efficiency, relative pigment levels and excess reducing power, is a good indirect estimator of foliar isoprenoid emissions. We tested the ability of PRI to assess isoprenoid fluxes in a temperate deciduous forest in central USA throughout the entire growing season and under moderate and extreme drought conditions. We then compared PRI time series calculated with MODIS bands to isoprene emissions measured with eddy covariance. MODIS PRI was correlated with isoprene emissions for most of the season, until emissions peaked. MODIS PRI was also able to detect the timing of the annual peak of emissions, even when it was advanced in response to drought conditions. PRI is thus a promising index to estimate isoprene emissions when it is complemented by information on potential emission. It may also be used to further improve models of isoprene emission under drought and other stress conditions. Direct estimation of isoprene emission by PRI is, however, limited, because PRI estimates LUE, and the relationship between LUE and isoprene emissions can be modified by severe stress conditions.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER); European Research Council (ERC); Spanish Government; Catalan Government; Chinese Scholarship Council (CSC); Belgian Federal Science Policy Office (BELSPO); European Union (EU)
Grant/Contract Number:
AC05-00OR22725; SyG-2013-610028 IMBALANCE-P; CGL2016-79835-P; SGR 2014-274; 76108—INDRO; SR/00/322
OSTI ID:
1474481
Journal Information:
Remote Sensing, Vol. 10, Issue 4; ISSN 2072-4292
Publisher:
MDPICopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 9 works
Citation information provided by
Web of Science

References (66)

Modeling the isoprene emission rate from leaves: Tansley review journal June 2012
Tracking seasonal drought effects on ecosystem light use efficiency with satellite-based PRI in a Mediterranean forest journal May 2009
Airborne observations reveal elevational gradient in tropical forest isoprene emissions journal May 2017
Opportunistic emissions of volatile isoprenoids journal September 2005
Constitutive changes in pigment concentrations: implications for estimating isoprene emissions using the photochemical reflectance index journal September 2015
Isoprene and monoterpene emission rate variability: Model evaluations and sensitivity analyses journal January 1993
Pot size matters: a meta-analysis of the effects of rooting volume on plant growth journal January 2012
Isoprene Emissions from Downy Oak under Water Limitation during an Entire Growing Season: What Cost for Growth? journal November 2014
Response of isoprene emission and carbon metabolism to drought in white poplar ( Populus alba ) saplings journal July 2007
Stabilization of thylakoid membranes in isoprene-emitting plants reduces formation of reactive oxygen species journal January 2012
Isoprene Emission from Plants: Why and How journal October 2007
The Model of Emissions of Gases and Aerosols from Nature version 2.1 (MEGAN2.1): an extended and updated framework for modeling biogenic emissions journal January 2012
Abiotic stresses and induced BVOCs journal March 2010
BVOCs and global change journal March 2010
Temporal variability in basal isoprene emission factor journal June 2000
Species-specific photorespiratory rate, drought tolerance and isoprene emission rate in plants journal March 2015
Potential of MODIS ocean bands for estimating CO 2 flux from terrestrial vegetation: A novel approach : MODIS OCEAN BANDS FOR TERRESTRIAL CARBON journal May 2004
Seasonal patterns of reflectance indices, carotenoid pigments and photosynthesis of evergreen chaparral species journal May 2002
Eddy covariance flux measurements of biogenic VOCs during ECHO 2003 using proton transfer reaction mass spectrometry journal January 2005
Photochemical reflectance index (PRI) and remote sensing of plant CO2 uptake: Letters journal May 2011
Biogenic Hydrocarbons in the Atmospheric Boundary Layer: A Review journal July 2000
Isoprene Emission from Velvet Bean Leaves (Interactions among Nitrogen Availability, Growth Photon Flux Density, and Leaf Development) journal May 1994
Physiology of the seasonal relationship between the photochemical reflectance index and photosynthetic light use efficiency journal April 2012
Three causes of variation in the photochemical reflectance index (PRI) in evergreen conifers journal November 2014
A unifying conceptual model for the environmental responses of isoprene emissions from plants journal September 2013
A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency journal July 1992
Assessment of photosynthetic radiation-use efficiency with spectral reflectance journal November 1995
The photochemical reflectance index (PRI) and the remote sensing of leaf, canopy and ecosystem radiation use efficienciesA review and meta-analysis journal February 2011
The leaf-level emission factor of volatile isoprenoids: caveats, model algorithms, response shapes and scaling journal January 2010
Ecosystem-scale volatile organic compound fluxes during an extreme drought in a broadleaf temperate forest of the Missouri Ozarks (central USA) journal July 2015
The emission factor of volatile isoprenoids: stress, acclimation, and developmental responses journal January 2010
The role of OH production in interpreting the variability of CH 2 O columns in the southeast U.S. : OH, VOC and CH journal January 2016
A remotely sensed pigment index reveals photosynthetic phenology in evergreen conifers journal November 2016
Isoprene emissions track the seasonal cycle of canopy temperature, not primary production: evidence from remote sensing journal January 2014
Effect of drought stress on isoprene emission from two major Quercus species native to East Asia journal November 2011
Effect of drought on isoprene emission rates from leaves of Quercus virginiana Mill. journal November 2004
Affecting Factors and Recent Improvements of the Photochemical Reflectance Index (PRI) for Remotely Sensing Foliar, Canopy and Ecosystemic Radiation-Use Efficiencies journal August 2016
A model of isoprene emission based on energetic requirements for isoprene synthesis and leaf photosynthetic properties for Liquidambar and Quercus journal November 1999
Measurement of isoprene fluxes at the PROPHET site journal October 2001
A model of plant isoprene emission based on available reducing power captures responses to atmospheric CO 2 journal March 2014
A fully integrated isoprenoid emissions model coupling emissions to photosynthetic characteristics: A fully integrated isoprenoid emissions model journal May 2014
Plant VOC emissions: making use of the unavoidable journal August 2004
Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages journal August 2002
On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm journal September 2005
The role of biogenic hydrocarbons in urban photochemical smog: Atlanta as a case study journal September 1988
Virtual disjunct eddy covariance measurements of organic compound fluxes from a subalpine forest using proton transfer reaction mass spectrometry journal January 2002
Variation in isoprene emission from Quercus rubra : Sources, causes, and consequences for estimating fluxes journal January 2005
Atmospheric Aerosols: Biogeochemical Sources and Role in Atmospheric Chemistry journal May 1997
Stress-induced changes in carbon sources for isoprene production in Populus deltoides journal June 2004
Mapping isoprene emissions over North America using formaldehyde column observations from space journal January 2003
PRI assessment of long-term changes in carotenoids/chlorophyll ratio and short-term changes in de-epoxidation state of the xanthophyll cycle journal August 2009
Observed and modeled ecosystem isoprene fluxes from an oak-dominated temperate forest and the influence of drought stress journal February 2014
Mild versus severe stress and BVOCs: thresholds, priming and consequences journal March 2010
Photochemical reflectance index as an indirect estimator of foliar isoprenoid emissions at the ecosystem level journal October 2013
Metabolic profiling of the methylerythritol phosphate pathway reveals the source of post-illumination isoprene burst from leaves: MEcDP supports dark isoprene emission journal August 2012
Isoprene emission is not temperature-dependent during and after severe drought-stress: a physiological and biochemical analysis journal August 2008
Volatile isoprenoid emission potentials are correlated with essential isoprenoid concentrations in five plant species journal July 2013
Direct and indirect effects of atmospheric conditions and soil moisture on surface energy partitioning revealed by a prolonged drought at a temperate forest site journal January 2006
Increased Ratio of Electron Transport to Net Assimilation Rate Supports Elevated Isoprenoid Emission Rate in Eucalypts under Drought journal August 2014
Impacts of soil moisture on de novo monoterpene emissions from European beech, Holm oak, Scots pine, and Norway spruce journal January 2015
Eddy covariance measurement of isoprene fluxes journal June 1998
Effect of water stress on monoterpene emissions from young potted holm oak (Quercus ilex L.) trees journal September 1996
BVOCs: plant defense against climate warming? journal March 2003
Hierarchical Partitioning Public-domain Software journal March 2004
Long-term isoprene flux measurements above a northern hardwood forest journal January 2005
Net ecosystem fluxes of isoprene over tropical South America inferred from Global Ozone Monitoring Experiment (GOME) observations of HCHO columns journal January 2008

Cited By (3)

Detection of target spot and bacterial spot diseases in tomato using UAV-based and benchtop-based hyperspectral imaging techniques journal November 2019
Assessing Ecosystem Isoprene Emissions by Hyperspectral Remote Sensing journal July 2018
Monitoring Spatial and Temporal Variabilities of Gross Primary Production Using MAIAC MODIS Data journal April 2019

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