Estimation of Nitrogen Content in Crops and Pastures Using Hyperspectral Vegetation Indices

[1]  Hank A. Margolis,et al.  Attributing uncertainties in simulated biospheric carbon fluxes to different error sources , 2011 .

[2]  Philippe Ciais,et al.  The carbon balance of terrestrial ecosystems in China , 2009, Nature.

[3]  B. Demmig‐Adams,et al.  The role of xanthophyll cycle carotenoids in the protection of photosynthesis , 1996 .

[4]  John E. Erickson,et al.  Foliar morphology and canopy nitrogen as predictors of light-use efficiency in terrestrial vegetation , 2003 .

[5]  Sharifi,et al.  Photosynthetic Characteristics of Sun Versus Shade Plants of Encelia farinosa as Affected by Photosynthetic Photon Flux Density, Intercellular CO2 Concentration, Leaf Water Potential, and Leaf Temperature , 1995 .

[6]  Martha C. Anderson,et al.  An analytical model for estimating canopy transpiration and carbon assimilation fluxes based on canopy light-use efficiency , 2000 .

[7]  S. Los,et al.  The impact of diffuse sunlight on canopy light‐use efficiency, gross photosynthetic product and net ecosystem exchange in three forest biomes , 2007 .

[8]  Hans Peter Schmid,et al.  Potential of MODIS ocean bands for estimating CO2 flux from terrestrial vegetation: A novel approach , 2004 .

[9]  Josep Peñuelas,et al.  Relationship between light use efficiency and photochemical reflectance index in soybean leaves as affected by soil water content , 2006 .

[10]  Dar A. Roberts,et al.  Modeling spatially distributed ecosystem flux of boreal forest using hyperspectral indices from AVIRIS imagery , 2001 .

[11]  S. Goward,et al.  Global Primary Production: A Remote Sensing Approach , 1995 .

[12]  Didier Tanré,et al.  Second Simulation of the Satellite Signal in the Solar Spectrum, 6S: an overview , 1997, IEEE Trans. Geosci. Remote. Sens..

[13]  R. O'Neill,et al.  The value of the world's ecosystem services and natural capital , 1997, Nature.

[14]  S. Goward,et al.  Vegetation canopy PAR absorptance and the normalized difference vegetation index - An assessment using the SAIL model , 1992 .

[15]  A. Huete,et al.  A review of vegetation indices , 1995 .

[16]  N. Coops,et al.  Instrumentation and approach for unattended year round tower based measurements of spectral reflectance , 2007 .

[17]  T. A. Black,et al.  A MODIS-derived photochemical reflectance index to detect inter-annual variations in the photosynthetic light-use efficiency of a boreal deciduous forest , 2005 .

[18]  C.J.T. Spitters,et al.  Separating the diffuse and direct component of global radiation and its implications for modeling canopy photosynthesis Part II. Calculation of canopy photosynthesis , 1986 .

[19]  Robert Frouin,et al.  Estimating Photosynthetically Active Radiation (PAR) at the earth's surface from satellite observations , 1995 .

[20]  J. Randerson,et al.  Continental-Scale Partitioning of Fire Emissions During the 1997 to 2001 El Niño/La Niña Period , 2003, Science.

[21]  N. Boardman Comparative photosynthesis of sun and shade plants. , 1977 .

[22]  Corinne Le Quéré,et al.  Regional changes in carbon dioxide fluxes of land and oceans since 1980. , 2000, Science.

[23]  Erik W. Kolstad,et al.  A new climatology of favourable conditions for reverse-shear polar lows , 2006 .

[24]  Caroline J. Nichol,et al.  Remote sensing of photosynthetic-light-use efficiency of a Siberian boreal forest , 2002 .

[25]  John C. Lin,et al.  Estimating regional carbon exchange in New England and Quebec by combining atmospheric, ground-based and satellite data , 2006 .

[26]  O. Björkman,et al.  Leaf Xanthophyll content and composition in sun and shade determined by HPLC , 1990, Photosynthesis Research.

[27]  E. Walter-Shea,et al.  Biophysical properties affecting vegetative canopy reflectance and absorbed photosynthetically active radiation at the FIFE site , 1992 .

[28]  John A. Gamon,et al.  A mobile tram system for systematic sampling of ecosystem optical properties , 2006 .

[29]  S. T. Gower,et al.  Direct and Indirect Estimation of Leaf Area Index, fAPAR, and Net Primary Production of Terrestrial Ecosystems , 1999 .

[30]  J. D. Tarpley,et al.  Surface radiation budgets in support of the GEWEX Continental‐Scale International Project (GCIP) and the GEWEX Americas Prediction Project (GAPP), including the North American Land Data Assimilation System (NLDAS) project , 2003 .

[31]  Roberta E. Martin,et al.  Substrate age and precipitation effects on Hawaiian forest canopies from spaceborne imaging spectroscopy , 2005 .

[32]  M. Schaepman,et al.  Angular sensitivity analysis of vegetation indices derived from CHRIS/PROBA data , 2008 .

[33]  R. Leuning,et al.  A two-leaf model for canopy conductance, photosynthesis and partitioning of available energy I:: Model description and comparison with a multi-layered model , 1998 .

[34]  Pablo J. Zarco-Tejada,et al.  Assessing Canopy PRI for Water Stress detection with Diurnal Airborne Imagery , 2008 .

[35]  Steven F. Oberbauer,et al.  Remote sensing of tundra gross ecosystem productivity and light use efficiency under varying temperature and moisture conditions , 2010 .

[36]  H. Schmid,et al.  A Simple Parameterisation for Flux Footprint Predictions , 2004 .

[37]  Lawrence A. Corp,et al.  Fusion: A f̲ully u̲ltraportable s̲ystem for i̲maging o̲bjects in n̲ature , 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

[38]  Markus Reichstein,et al.  Cross-site evaluation of eddy covariance GPP and RE decomposition techniques , 2008 .

[39]  Ismael Moya,et al.  Ultraviolet-induced fluorescence for plant monitoring: present state and prospects , 1999 .

[40]  G. Asner,et al.  Drought stress and carbon uptake in an Amazon forest measured with spaceborne imaging spectroscopy. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[41]  Christopher B. Field,et al.  Assessing photosynthetic downregulation in sunflower stands with an optically-based model , 2004, Photosynthesis Research.

[42]  J. Goudriaan,et al.  SEPARATING THE DIFFUSE AND DIRECT COMPONENT OF GLOBAL RADIATION AND ITS IMPLICATIONS FOR MODELING CANOPY PHOTOSYNTHESIS PART I. COMPONENTS OF INCOMING RADIATION , 1986 .

[43]  Thomas Hilker,et al.  An assessment of photosynthetic light use efficiency from space: Modeling the atmospheric and directional impacts on PRI reflectance , 2009 .

[44]  Corinne Le Quéré,et al.  Contributions to accelerating atmospheric CO2 growth from economic activity, carbon intensity, and efficiency of natural sinks , 2007, Proceedings of the National Academy of Sciences.

[45]  M. Rossini,et al.  Leaf level early assessment of ozone injuries by passive fluorescence and photochemical reflectance index , 2008 .

[46]  M. Schildhauer,et al.  Spectral Network (SpecNet)—What is it and why do we need it? , 2006 .

[47]  John A. Gamon,et al.  Mapping carbon and water vapor fluxes in a chaparral ecosystem using vegetation indices derived from AVIRIS , 2006 .

[48]  C. Wiegand,et al.  Leaf Area, Light Interception, and Yield Estimates from Spectral Components Analysis1 , 1984 .

[49]  A. Gilmore,et al.  9-Aminoacridine and dibucaine exhibit competitive interactions and complicated inhibitory effects that interfere with measurements of ΔpH and xanthophyll cycle-dependent Photosystem II energy dissipation , 1998, Photosynthesis Research.

[50]  Ranga B. Myneni,et al.  Estimation of global leaf area index and absorbed par using radiative transfer models , 1997, IEEE Trans. Geosci. Remote. Sens..

[51]  C. Field,et al.  A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency , 1992 .

[52]  J. Gamon,et al.  The photochemical reflectance index: an optical indicator of photosynthetic radiation use efficiency across species, functional types, and nutrient levels , 1997, Oecologia.

[53]  J. Monteith SOLAR RADIATION AND PRODUCTIVITY IN TROPICAL ECOSYSTEMS , 1972 .

[54]  J. Kalina,et al.  Dynamics of the xanthophyll cycle and non-radiative dissipation of absorbed light energy during exposure of Norway spruce to high irradiance. , 2008, Journal of plant physiology.

[55]  Thomas Hilker,et al.  Linking foliage spectral responses to canopy-level ecosystem photosynthetic light-use efficiency at a Douglas-fir forest in Canada , 2009 .

[56]  H. Margolis,et al.  An ecophysiological basis for understanding plantation establishment , 1990 .

[57]  B. Demmig‐Adams,et al.  Survey of Thermal Energy Dissipation and Pigment Composition in Sun and Shade Leaves , 1998 .

[58]  J. Monteith Climate and the efficiency of crop production in Britain , 1977 .

[59]  Markus Reichstein,et al.  Tracking seasonal drought effects on ecosystem light use efficiency with satellite-based PRI in a Mediterranean forest. , 2009 .

[60]  J. Peñuelas,et al.  Relationship between photosynthetic radiation-use efficiency of barley canopies and the photochemical reflectance index (PRI) , 1996 .

[61]  Luis Alonso,et al.  Remote sensing of solar-induced chlorophyll fluorescence: Review of methods and applications , 2009 .

[62]  Craig M. Trotter,et al.  Estimating photosynthetic light‐use efficiency using the photochemical reflectance index: the effects of short‐term exposure to elevated CO2 and low temperature , 2006 .

[63]  Maosheng Zhao,et al.  A Continuous Satellite-Derived Measure of Global Terrestrial Primary Production , 2004 .

[64]  D. Sims,et al.  Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages , 2002 .

[65]  Josep Peñuelas,et al.  Remote estimation of carbon dioxide uptake by a Mediterranean forest , 2008 .

[66]  Hongliang Fang,et al.  Estimation of incident photosynthetically active radiation from Moderate Resolution Imaging Spectrometer data , 2006 .

[67]  R. D. Groot,et al.  A typology for the classification, description and valuation of ecosystem functions, goods and services , 2002 .

[68]  Christopher B. Field,et al.  Remote sensing of the xanthophyll cycle and chlorophyll fluorescence in sunflower leaves and canopies , 1990, Oecologia.

[69]  J. Peñuelas,et al.  Photochemical reflectance index and leaf photosynthetic radiation-use-efficiency assessment in Mediterranean trees , 1997 .

[70]  W. Cohen,et al.  Site‐level evaluation of satellite‐based global terrestrial gross primary production and net primary production monitoring , 2005 .

[71]  T. Vesala,et al.  Advantages of diffuse radiation for terrestrial ecosystem productivity , 2002 .

[72]  Alan H. Strahler,et al.  The Moderate Resolution Imaging Spectroradiometer (MODIS): land remote sensing for global change research , 1998, IEEE Trans. Geosci. Remote. Sens..

[73]  D. Baldocchi ‘Breathing’ of the terrestrial biosphere: lessons learned from a global network of carbon dioxide flux measurement systems , 2008 .

[74]  W. Oechel,et al.  Seasonal patterns of reflectance indices, carotenoid pigments and photosynthesis of evergreen chaparral species , 2002, Oecologia.

[75]  T. A. Black,et al.  Separating physiologically and directionally induced changes in PRI using BRDF models , 2008 .

[76]  E. T. Kanemasu,et al.  Comparison of ground‐ and satellite‐based measurements of the fraction of photosynthetically active radiation intercepted by tallgrass prairie , 1992 .

[77]  H. Lichtenthaler,et al.  Differences in photosynthetic activity, chlorophyll and carotenoid levels, and in chlorophyll fluorescence parameters in green sun and shade leaves of Ginkgo and Fagus. , 2007, Journal of plant physiology.

[78]  S. Prince A model of regional primary production for use with coarse resolution satellite data , 1991 .

[79]  E. Pfundel,et al.  The pH Dependence of Violaxanthin Deepoxidation in Isolated Pea Chloroplasts , 1993, Plant physiology.

[80]  J. Peñuelas,et al.  Normalized difference spectral indices for estimating photosynthetic efficiency and capacity at a canopy scale derived from hyperspectral and CO2 flux measurements in rice , 2008 .

[81]  Richard H. Waring,et al.  Combining Remote Sensing and Climatic Data to Estimate Net Primary Production Across Oregon , 1994 .

[82]  F. Chapin,et al.  A safe operating space for humanity , 2009, Nature.

[83]  Roberta E. Martin,et al.  Vegetation–Climate Interactions among Native and Invasive Species in Hawaiian Rainforest , 2006, Ecosystems.

[84]  D. Pury,et al.  Simple scaling of photosynthesis from leaves to canopies without the errors of big‐leaf models , 1997 .

[85]  W. Oechel,et al.  Parallel adjustments in vegetation greenness and ecosystem CO2 exchange in response to drought in a Southern California chaparral ecosystem , 2006 .

[86]  Christopher B. Field,et al.  Reflectance indices associated with physiological changes in nitrogen- and water-limited sunflower leaves☆ , 1994 .

[87]  N. Coops,et al.  Multi-Angle Remote Sensing of Forest Light Use Efficiency , 2007 .

[88]  P. North,et al.  Remote sensing of canopy light use efficiency using the photochemical reflectance index , 2001 .

[89]  Lee A. Vierling,et al.  A simple filtered photodiode instrument for continuous measurement of narrowband NDVI and PRI over vegetated canopies , 2010 .

[90]  Alexander Ac,et al.  Differences in pigment composition, photosynthetic rates and chlorophyll fluorescence images of sun and shade leaves of four tree species. , 2007, Plant physiology and biochemistry : PPB.

[91]  Pablo J. Zarco-Tejada,et al.  Simple reflectance indices track heat and water stress-induced changes in steady-state chlorophyll fluorescence at the canopy scale , 2005 .

[92]  Wolfgang Bilger,et al.  Role of the xanthophyll cycle in photoprotection elucidated by measurements of light-induced absorbance changes, fluorescence and photosynthesis in leaves of Hedera canariensis , 1990, Photosynthesis Research.

[93]  C. Tucker,et al.  Climate-Driven Increases in Global Terrestrial Net Primary Production from 1982 to 1999 , 2003, Science.

[94]  N. Huner,et al.  Photosynthesis of overwintering evergreen plants. , 2001, Annual review of plant biology.

[95]  Alexander F. H. Goetz,et al.  Hyperspectral imaging of the earth: Remote analytical chemistry in an uncontrolled environment , 1996 .

[96]  Lawrence A. Corp,et al.  Utilizing in situ directional hyperspectral measurements to validate bio-indicator simulations for a corn crop canopy , 2010, Ecol. Informatics.

[97]  Ü. Rannik,et al.  Gap filling strategies for defensible annual sums of net ecosystem exchange , 2001 .

[98]  C. Field,et al.  A reanalysis using improved leaf models and a new canopy integration scheme , 1992 .

[99]  David Y. Hollinger,et al.  Carbon dioxide exchange between an undisturbed old-growth temperate forest and the atmosphere , 1994 .

[100]  W. W. Adams,et al.  Photosynthesis: Harvesting sunlight safely , 2000, Nature.

[101]  Luis Alonso,et al.  Improved Fraunhofer Line Discrimination Method for Vegetation Fluorescence Quantification , 2008, IEEE Geoscience and Remote Sensing Letters.

[102]  C. Tucker,et al.  Increased plant growth in the northern high latitudes from 1981 to 1991 , 1997, Nature.

[103]  L. Gómez-Chova,et al.  Estimation of solar‐induced vegetation fluorescence from space measurements , 2007 .

[104]  John R. Miller,et al.  Four-Scale Linear Model for Anisotropic Reflectance (FLAIR) for plant canopies. I. Model description and partial validation , 2001, IEEE Trans. Geosci. Remote. Sens..

[105]  S. Seneviratne,et al.  Global Convergence in the Temperature Sensitivity of Respiration at Ecosystem Level , 2010, Science.

[106]  P. Falkowski,et al.  Biogeochemical Controls and Feedbacks on Ocean Primary Production , 1998, Science.

[107]  G. Mohammed,et al.  Chlorophyll fluorescence: A review of its practical forestry applications and instrumentation , 1995 .

[108]  Thomas Hilker,et al.  Dynamics of spectral bio-indicators and their correlations with light use efficiency using directional observations at a Douglas-fir forest , 2009 .

[109]  S. Dobrowski,et al.  Steady-state chlorophyll a fluorescence detection from canopy derivative reflectance and double-peak red-edge effects , 2003 .

[110]  T. A. Black,et al.  A modeling approach for upscaling gross ecosystem production to the landscape scale using remote sensing data , 2008 .

[111]  Stefan Jansson,et al.  A pigment-binding protein essential for regulation of photosynthetic light harvesting , 2000, Nature.

[112]  Edwin W. Pak,et al.  An extended AVHRR 8‐km NDVI dataset compatible with MODIS and SPOT vegetation NDVI data , 2005 .

[113]  K. Niyogi,et al.  Non-photochemical quenching. A response to excess light energy. , 2001, Plant physiology.

[114]  E. Pfündel,et al.  Regulation and possible function of the violaxanthin cycle , 1994, Photosynthesis Research.

[115]  K. Niyogi,et al.  The violaxanthin cycle protects plants from photooxidative damage by more than one mechanism. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[116]  D. Whitehead,et al.  The photochemical reflectance index as a measure of photosynthetic light use efficiency for plants with varying foliar nitrogen contents , 2002 .

[117]  S. Goetz,et al.  Satellite remote sensing of surface energy balance : success, failures, and unresolved issues in FIFE , 1992 .

[118]  T. A. Black,et al.  Remote sensing of photosynthetic-light-use efficiency of boreal forest , 2000 .

[119]  Jing M. Chen,et al.  Daily canopy photosynthesis model through temporal and spatial scaling for remote sensing applications , 1999 .

[120]  N. Coops,et al.  A multi-angle spectrometer for automatic measurement of plant canopy reflectance spectra , 2006 .

[121]  T. Vesala,et al.  On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm , 2005 .

[122]  C. Daughtry,et al.  Spectral estimates of absorbed radiation and phytomass production in corn and soybean canopies , 1992 .

[123]  B. Demmig-Adams Linking the xanthophyll cycle with thermal energy dissipation* , 2004, Photosynthesis Research.

[124]  Mathias Disney,et al.  Can we measure terrestrial photosynthesis from space directly, using spectral reflectance and fluorescence? , 2007 .

[125]  F. Woodward,et al.  Terrestrial Gross Carbon Dioxide Uptake: Global Distribution and Covariation with Climate , 2010, Science.

[126]  Lawrence A. Corp,et al.  Using Reflectance Measurements to Determine Light use Efficiency in Corn , 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

[127]  Elizabeth M. Middleton,et al.  Regional mapping of gross light-use efficiency using MODIS spectral indices , 2008 .