796
Views
11
CrossRef citations to date
0
Altmetric
Articles

Quantifying water stress effect on daily light use efficiency in Mediterranean ecosystems using satellite data

, , , , , & show all
Pages 623-638 | Received 05 May 2016, Accepted 25 Sep 2016, Published online: 08 Nov 2016

References

  • Algorithm Theoretical Basis Document Meteosat Second Generation Evapotranspiration (MET) Product Daily MET (DMET) Product. 2010. “The EUMETSAT Satellite Application Facility on Land Surface Analysis (LSA SAF)”.
  • Anderson, Donald B. 1936. “Relative Humidity or Vapor Pressure Deficit.” Ecology 17 (2): 277–282. doi:10.2307/1931468.
  • Assouline, S., and D. Or. 2014. “The Concept of Field Capacity Revisited: Defining Intrinsic Static and Dynamic Criteria for Soil Internal Drainage.” Water Resources Research 50 (6): 4787–4802.
  • Barton, C. V. M., and P. R. J. North. 2001. “Remote Sensing of Canopy Light Use Efficiency Using the Photochemical Reflectance Index Model and Sensitivity Analysis.” Remote Sensing of Environment 78: 264–273. http://hdl.handle.net/10512/999992087.
  • Cao, Mingkui, Stephen D. Prince, Jennifer Small, and Scott J. Goetz. 2004. “Remotely Sensed Interannual Variations and Trends in Terrestrial Net Primary Productivity 1981-2000.” Ecosystems 7: 233–242. doi:10.1007/s10021-003-0189-x.
  • Colman, E. A. 1944. “The Dependence of Field Capacity upon the Depth of Wetting of Field Soils.” Soil Science 58 (1): 43–50.
  • Coops, Nicholas C., Thomas Hilker, Forrest G. Hall, Caroline J. Nichol, and Guillaume G. Drolet. 2010. “Estimation of Light-use Efficiency of Terrestrial Ecosystems from Space: A Status Report.” BioScience 60 (10): 788–797. doi:10.1525/bio.2010.60.10.5.
  • Drolet, Guillaume G., Karl F. Huemmrich, Forrest G. Hall, Elizabeth M. Middleton, T. Andrew Black, Alan G. Barr, and Hank A. Margolis. 2005. “A MODIS-Derived Photochemical Reflectance Index to Detect Inter-annual Variations in the Photosynthetic Light-use Efficiency of a Boreal Deciduous Forest.” Remote Sensing of Environment 98 (2–3): 212–224. doi:10.1016/j.rse.2005.07.006.
  • Gamon, John A., Christopher B. Field, Michael L. Goulden, Kevin L. Griffin, Anne E. Hartley, Geeske Joel, Josep Peñuelas, and Riccardo Valentini. 1995. “Relationships between NDVI, Canopy Structure, and Photosynthesis in Three Californian Vegetation Types.” Ecological Applications 5 (1): 28–41.
  • Gamon, J. A., J. Peñuelas, and C. B. Field. 1992. “A Narrow-Waveband Spectral Index That Tracks Diurnal Changes in Photosynthetic Efficiency.” Remote Sensing of Environment. doi:10.1016/0034-4257(92)90059-S.
  • Gao, Yanni, Guirui Yu, Huimin Yan, Xianjin Zhu, Shenggong Li, Qiufeng Wang, Junhui Zhang, et al. 2014. “A MODIS-Based Photosynthetic Capacity Model to Estimate Gross Primary Production in Northern China and the Tibetan Plateau.” Remote Sensing of Environment 148: 108–118. doi:10.1016/j.rse.2014.03.006.
  • Garbulsky, M. F., I. Filella, A. Verger, and J. Peñuelas. 2014. “Photosynthetic Light Use Efficiency from Satellite Sensors: From Global to Mediterranean Vegetation.” Environmental and Experimental Botany 103: 3–11. doi:10.1016/j.envexpbot.2013.10.009.
  • Garbulsky, Martín F., Josep Peñuelas, John Gamon, Yoshio Inoue, and Iolanda Filella. 2011. “The Photochemical Reflectance Index (PRI) and the Remote Sensing of Leaf, Canopy and Ecosystem Radiation Use Efficiencies: A Review and Meta-analysis.” Remote Sensing of Environment 115 (2): 281–297. doi:10.1016/j.rse.2010.08.023.
  • Garbulsky, Martín F., Josep Peñuelas, Dario Papale, Jonas Ardö, Michael L. Goulden, Gerard Kiely, Andrew D. Richardson, Eyal Rotenberg, Elmar M. Veenendaal, and Iolanda Filella. 2010. “Patterns and Controls of the Variability of Radiation Use Efficiency and Primary Productivity across Terrestrial Ecosystems.” Global Ecology and Biogeography 19 (2): 253–267. doi:10.1111/j.1466-8238.2009.00504.x.
  • Garbulsky, Martín F., Josep Peñuelas, Dario Papale, and Iolanda Filella. 2008. “Remote Estimation of Carbon Dioxide Uptake by a Mediterranean Forest.” Global Change Biology 14 (12): 2860–2867.
  • Gilabert, M. A., A. Moreno, F. Maselli, B. Martínez, M. Chiesi, S. Sánchez-Ruiz, F. J. García-Haro, et al. 2015. “Daily GPP Estimates in Mediterranean Ecosystems by Combining Remote Sensing and Meteorological Data.” ISPRS Journal of Photogrammetry and Remote Sensing. International Society for Photogrammetry and Remote Sensing, Inc. (ISPRS) 102: 184–197. doi:10.1016/j.isprsjprs.2015.01.017.
  • Grace, J., C. Nichol, M. Disney, P. Lewis, T. Quaife, and P. Bowyer. 2007. “Can We Measure Terrestrial Photosynthesis from Space Directly, Using Spectral Reflectance and Fluorescence?” Global Change Biology 13: 1484–1497. doi:10.1111/j.1365-2486.2007.01352.x.
  • Heinsch, Faith Ann, Maosheng Zhao, Steven W. Running, John S. Kimball, Ramakrishna R. Nemani, Kenneth J. Davis, Paul V. Bolstad, et al. 2006. “Evaluation of Remote Sensing Based Terrestrial Productivity from MODIS Using Regional Tower Eddy Flux Network Observations.” IEEE Transactions on Geoscience and Remote Sensing 44 (7): 1908–1923. doi:10.1109/TGRS.2005.853936.
  • Hunt, E. D., K. G. Hubbard, D. A. Wilhite, T. J. Arkebauer, and A. L. Dutcher. 2009. “The Development and Evaluation of a Soil Moisture Index.” International Journal of Climatology 29: 747–759.
  • IPCC. 2007. “Coupling Between Changes in the Climate System and Biogeochemistry.” In Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by S. Solomon, D. Qin, M. Manning, Z. Chen, M. Marquis, K. B. Averyt, M. Tignor, and H. L. Miller, 499–588. Cambridge: Cambridge University Press.
  • Iqbal, M. 1983. An Introduction to Solar Radiation. Toronto: Academic Press.
  • Jensen, M. E., and H. R. Haise. 1965. “Estimating Evapotranspiration from Solar Radiation.” Journal of Irrigation and Drainage Division 89: 15–41.
  • Kanniah, K. D., J. Beringer, L. B. Hutley, N. J. Tapper, and X. Zhu. 2009. “Evaluation of Collections 4 and 5 of the MODIS Gross Primary Productivity Product and Algorithm Improvement at a Tropical Savanna Site in Northern Australia.” Remote Sensing of Environment 113 (9): 1808–1822. doi:10.1016/j.rse.2009.04.013.
  • Kerr, Y. H., A. Al-yaari, N. Rodriguez-fernandez, M. Parrens, B. Molero, D. Leroux, S. Bircher, et al. 2016. “Overview of SMOS Performance in Terms of Global Soil Moisture Monitoring after Six Years in Operation.” Remote Sensing of Environment 180: 40–63. doi:10.1016/j.rse.2016.02.042.
  • Kerr, Yann H., Philippe Waldteufel, Jean-pierre Wigneron, Jean-michel Martinuzzi, Jordi Font, and Michael Berger. 2001. “Soil Moisture Retrieval from Space: The Soil Moisture and Ocean Salinity (SMOS) Mission.” IEEE Transactions on Geoscience and Remote Sensing 39 (8): 1729–1735.
  • Kirkham, M. B. 2005. Principles of Soil and Plant Water Relations. Burlington, MA: Elseveir Academic Press.
  • Lee, Khil-ha, Eleanor J. Burke, W. James Shuttleworth, and R. Chawn Harlow. 2002. “Influence of Vegetation on SMOS Mission Retrievals.” Hydrology and Earth System Sciences 6 (2): 153–166.
  • Li, Gang, Daolong Wang, Shimin Liu, Wenjie Fan, Hua Zhang, Xiaoping Xin, and Hongbin Zhang. 2010. “Validation of Modis Fapar Products in Hulunber Grassland of China.” 2010 IEEE International Geoscience and Remote Sensing Symposium, 1047–1050, Honolulu.
  • Ma, Xuanlong, Alfredo Huete, Qiang Yu, Natalia Restrepo-Coupe, Jason Beringer, Lindsay B. Hutley, Kasturi Devi Kanniah, James Cleverly, and Derek Eamus. 2014. “Parameterization of an Ecosystem Light-Use-Efficiency Model for Predicting Savanna GPP Using MODIS EVI.” Remote Sensing of Environment 154 (1): 253–271. doi:10.1016/j.rse.2014.08.025.
  • Martínez-Fernández, J., A. González-Zamora, N. Sánchez, and A. Gumuzzio. 2015. “A Soil Water Based Index as a Suitable Agricultural Drought Indicator.” Journal of Hydrology 522: 265–273. doi:10.1016/j.jhydrol.2014.12.051.
  • Martínez-Fernández, J., A. González-Zamora, N. Sánchez, A. Gumuzzio, and C. M. Herrero-Jiménez. 2016. “Satellite Soil Moisture for Agricultural Drought Monitoring: Assessment of the SMOS Derived Soil Water Deficit Index.” Remote Sensing of Environment 177: 277–286. doi:10.1016/j.rse.2016.02.064.
  • Maselli, F., G. Argenti, M. Chiesi, L. Angeli, and D. Papale. 2013. “Simulation of Grassland Productivity by the Combination of Ground and Satellite Data.” Agriculture, Ecosystems and Environment 165: 163–172. doi:10.1016/j.agee.2012.11.006.
  • Maselli, Fabio, Paolo Cherubini, Marta Chiesi, María Amparo Gilabert, Fabio Lombardi, Alvaro Moreno, Maurizio Teobaldelli, and Roberto Tognetti. 2014. “Start of the Dry Season as a Main Determinant of Inter-Annual Mediterranean Forest Production Variations.” Agricultural and Forest Meteorology 194: 197–206. doi:10.1016/j.agrformet.2014.04.006.
  • Maselli, Fabio, Dario Papale, Nicola Puletti, Gherardo Chirici, and Piermaria Corona. 2009. “Combining Remote Sensing and Ancillary Data to Monitor the Gross Productivity of Water-Limited Forest Ecosystems.” Remote Sensing of Environment 113 (3): 657–667. doi:10.1016/j.rse.2008.11.008.
  • Monson, Russell, and Dennis Baldocchi. 2014. Terrestrial Biosphere-Atmosphere Fluxes. New York: Cambridge University Press.
  • Monteith, J. L. 1972. “Solar Radiation and Productivity in Tropical Ecosystems.” The Journal of Applied Ecology 9 (3): 747–766.
  • Moreno, A., M. A. Gilabert, F. Camacho, and B. Martínez. 2013. “Validation of Daily Global Solar Irradiation Images from MSG over Spain.” Renewable Energy 60: 332–42. doi:10.1016/j.renene.2013.05.019.
  • Moreno, A., M. A. Gilabert, and B. Martínez. 2011. “Mapping Daily Global Solar Irradiation over Spain: A Comparative Study of Selected Approaches.” Solar Energy 85 (9): 2072–2084. doi:10.1016/j.solener.2011.05.017.
  • Moreno, A., F. Maselli, M. A. Gilabert, M. Chiesi, B. Martínez, and G. Seufert. 2012. “Assessment of MODIS Imagery to Track Light-Use Efficiency in a Water-Limited Mediterranean Pine Forest.” Remote Sensing of Environment 123: 359–367. doi:10.1016/j.rse.2012.04.003.
  • Mu, Qiaozhen, Maosheng Zhao, Faith Ann Heinsch, Mingliang Liu, Hanqin Tian, and Steven W. Running. 2007. “Evaluating Water Stress Controls on Primary Production in Biogeochemical and Remote Sensing Based Models.” Journal of Geophysical Research 112. doi:10.1029/2006JG000179.
  • Mu, Qiaozhen, Maosheng Zhao, and Steven W. Running. 2013. MODIS Global Terrestrial Evapotranspiration (ET) Product (NASA MOD16A2/A3) Algorithm Theoretical Basis Document Collection 5. Missoula: University of Montana.
  • Nakaji, T., H. Oguma, and Y. Fujinuma. 2006. “Seasonal Changes in the Relationship between Photochemical Reflectance Index and Photosynthetic Light Use Efficiency of Japanese Larch Needles.” International Journal of Remote Sensing 27 (3): 493–509. doi:10.1080/01431160500329528.
  • Nestola, Enrica, Carlo Calfapietra, Craig A. Emmerton, Christopher Y S. Wong, Donnette R. Thayer, and John A. Gamon. 2016. “Monitoring Grassland Seasonal Carbon Dynamics, by Integrating MODIS NDVI, Proximal Optical Sampling, and Eddy Covariance Measurements.” Remote Sensing 8 (3): 260–284. doi:10.3390/rs8030260.
  • Nieto, Héctor, Inge Sandholt, Inmaculada Aguado, Emilio Chuvieco, and Simon Stisen. 2011. “Air Temperature Estimation with MSG-SEVIRI Data: Calibration and Validation of the TVX Algorithm for the Iberian Peninsula.” Remote Sensing of Environment 115 (1): 107–116. doi:10.1016/j.rse.2010.08.010.
  • Pérez-Hoyos, A., F. J. García-Haro, and J. San-Miguel-Ayanz. 2012. “A Methodology to Generate a Synergetic Land-Cover Map by Fusion of Different: Land-Cover Products.” International Journal of Applied Earth Observation and Geoinformation 19 (1): 72–87. doi:10.1016/j.jag.2012.04.011.
  • Piles, María, Nilda Sánchez, Mercè Vall-llossera, Adriano Camps, José Martínez-Fernández, Justino Martínez, and Verónica González-Gambau. 2014. “A Downscaling Approach for SMOS Land Observations: Evaluation of High-Resolution Soil Moisture Maps Over the Iberian Peninsula.” IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing. doi:10.1109/JSTARS.2014.2325398.
  • Potter, Christopher S., Steven Klooster, Ranga Myneni, Vanessa Genovese, Pang Ning Tan, and Vipin Kumar. 2003. “Continental-Scale Comparisons of Terrestrial Carbon Sinks Estimated from Satellite Data and Ecosystem Modeling 1982-1998.” Global and Planetary Change 39: 201–213. doi:10.1016/j.gloplacha.2003.07.001.
  • Potter, Christopher S., James T. Randerson, Christopher B. Field, Pamela A. Matson, Peter M. Vitousek, Harold A. Mooney, and Steven A. Klooster. 1993. “Terrestrial Ecosystem Production: A Process Model Based on Global Satellite and Surface Data.” Global Biogeochemical Cycles 7 (4): 811–841.
  • “Product User Manual Down-Welling Surface Shortwave Flux (DSSF).” 2011. “The EUMETSAT Satellite Application Facility on Land Surface Analysis (LSA SAF)”.
  • “Product User Manual Evapotranspiration (ET).” 2015. “The EUMETSAT Satellite Application Facility on Land Surface Analysis (LSA SAF)”.
  • Reichstein, Markus, Eva Falge, Dennis Baldocchi, Dario Papale, Marc Aubinet, Paul Berbigier, Christian Bernhofer, et al. 2005. “On the Separation of Net Ecosystem Exchange into Assimilation and Ecosystem Respiration: Review and Improved Algorithm.” Global Change Biology 11 (9): 1424–1439. doi:10.1111/j.1365-2486.2005.001002.x.
  • Romano, N., M. Palladino, and G. B. Chirico. 2011. “Parameterization of a Bucket Model for Soil-Vegetation-Atmosphere Modeling under Seasonal Climatic Regimes.” Hydrology and Earth System Sciences 15 (12): 3877–3893. doi:10.5194/hess-15-3877-2011.
  • Roujean, Jean-louis, and Francois-marie Breon. 1995. “Estimating PAR Absorbed by Vegetation from Bidirectional Reflectance Measurements.” Remote Sensing of Environment 51: 375–384.
  • Running, Steven W., and Maosheng Zhao. 2015. User’s Guide: Daily GPP and Annual NPP (MOD17A2/A3) Products NASA Earth Observing System MODIS Land Algorithm. Version 3.0. Missoula: University of Montana.
  • Sánchez-Ruiz, S., A. Moreno, B. Martínez, M. Piles, F. Maselli, A. Carrara, and M. A. Gilabert. 2014. “Impact of Water Stress on GPP Estimation from Remote Sensing Data in Mediterranean Ecosystems.” Proceedings 4th International Symposium on Recent Advances in Quantitative Remote Sensing, Torrent (Spain), September 22–26.
  • Schaaf, Crystal B., Feng Gao, Alan H. Strahler, Wolfgang Lucht, Xiaowen Li, Trevor Tsang, Nicholas C. Strugnell, et al. 2002. “Global Albedo, BRDF and Nadir BRDF-Adjusted Reflectance Products from MODIS.” Remote Sensing of Environment 83: 135–148.
  • Stisen, Simon, Inge Sandholt, Anette Norgaard, Rasmus Fensholt, and Lars Eklundh. 2007. “Estimation of Diurnal Air Temperature Using MSG SEVIRI Data in West Africa.” Remote Sensing of Environment 110 (2): 262–274. doi:10.1016/j.rse.2007.02.025.
  • Turner, David P., William D. Ritts, Warren B. Cohen, Stith T. Gower, Steve W. Running, Maosheng Zhao, Marcos H. Costa, et al. 2006. “Evaluation of MODIS NPP and GPP Products across Multiple Biomes.” Remote Sensing of Environment 102 (3–4): 282–292. doi:10.1016/j.rse.2006.02.017.
  • Vancutsem, Christelle, Pietro Ceccato, Tufa Dinku, and Stephen J. Connor. 2010. “Evaluation of MODIS Land Surface Temperature Data to Estimate Air Temperature in Different Ecosystems over Africa.” Remote Sensing of Environment 114 (2): 449–465. doi:10.1016/j.rse.2009.10.002.
  • Veihmeyer, F. J., and A. H. Hendrickson. 1931. “The Moisture Equivalent as a Measure of the Field Capacity of Soils.” Soil Science 32: 181–194. doi:10.1097/00010694-193109000-00003.
  • Veihmeyer, F. J., and A. H. Hendrickson. 1949. “Methods of Measuring Field Capacity and Permanent Wilting Percentage of Soils.” Soil Science 68 (1): 75–94.
  • Vermote, E., and R. Wolfe. 2015. “MODOCGA MODIS/Terra Ocean Reflectance Daily L2G-Lite Global 1 km SIN Grid V006.” NASA EOSDIS Land Processes DAAC. doi:10.5067/MODIS/MODOCGA.006.
  • Verstraeten, Willem W., Frank Veroustraete, and Jan Feyen. 2006. “On Temperature and Water Limitation of Net Ecosystem Productivity: Implementation in the C-Fix Model.” Ecological Modelling 199 (1): 4–22. doi:10.1016/j.ecolmodel.2006.06.008.
  • Wagle, Pradeep, Xiangming Xiao, Margaret S. Torn, David R. Cook, Roser Matamala, Marc L. Fischer, Cui Jin, Jinwei Dong, and Chandrashekhar Biradar. 2014. “Sensitivity of Vegetation Indices and Gross Primary Production of Tallgrass Prairie to Severe Drought.” Remote Sensing of Environment 152: 1–14. doi:10.1016/j.rse.2014.05.010.
  • Waring, H. R., and S. W. Running. 2007. Forest Ecosystems. 3rd ed. San Diego, CA: Academic Press.
  • Wu, Chaoyang, Zheng Niu, Quan Tang, and Wenjiang Huang. 2010. “Revised Photochemical Reflectance Index (PRI) for Predicting Light Use Efficiency of Wheat in a Growth Cycle: Validation and Comparison.” International Journal of Remote Sensing 31 (11): 2911–2924.
  • Xiao, Xiangming, David Hollinger, John Aber, Mike Goltz, Eric A. Davidson, Qingyuan Zhang, and Berrien Moore. 2004a. “Satellite-Based Modeling of Gross Primary Production in an Evergreen Needleleaf Forest.” Remote Sensing of Environment 89 (4): 519–534. doi:10.1016/j.rse.2003.11.008.
  • Xiao, Xiangming, Qingyuan Zhang, Bobby Braswell, Shawn Urbanski, Stephen Boles, Steven Wofsy, Berrien Moore III, and Dennis Ojima. 2004b. “Modeling Gross Primary Production of Temperate Deciduous Broadleaf Forest Using Satellite Images and Climate Data.” Remote Sensing of Environment 91 (2): 256–270. doi:10.1016/j.rse.2004.03.010.
  • Yuan, Wenping, Shuguang Liu, Guangsheng Zhou, Guoyi Zhou, Larry L. Tieszen, Dennis Baldocchi, Christian Bernhofer, et al. 2007. “Deriving a Light Use Efficiency Model from Eddy Covariance Flux Data for Predicting Daily Gross Primary Production across Biomes.” Agricultural and Forest Meteorology 143: 189–207. doi:10.1016/j.agrformet.2006.12.001.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.