Estimating Leaf Area Index by Bayesian Linear Regression Using Terrestrial LiDAR, LAI-2200 Plant Canopy Analyzer, and Landsat TM Spectral Indices
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Anita Simic Milas | Pece V. Gorsevski | Nayani T. Ilangakoon | P. Gorsevski | A. Simic Milas | N. Ilangakoon
[1] Guang Zheng,et al. Computational-Geometry-Based Retrieval of Effective Leaf Area Index Using Terrestrial Laser Scanning , 2012, IEEE Transactions on Geoscience and Remote Sensing.
[2] Piotr Jankowski,et al. A Fuzzy k -Means Classification and a Bayesian Approach for Spatial Prediction of Landslide Hazard , 2010 .
[3] F. Baret,et al. Potentials and limits of vegetation indices for LAI and APAR assessment , 1991 .
[4] Ricardo Rodrı́guez Iglesias. Scaling and Uncertainty Analysis in Ecology: Methods and Applications, J. Wu, K.B. Jones, H. Li, O.L. Loucks (Eds.). Springer (2001), xviii + 351 pp., Hardcover, US$ 119, ISBN: 1-4020-4662-6 , 2008 .
[5] Mingkui Cao,et al. Net primary and ecosystem production and carbon stocks of terrestrial ecosystems and their responses to climate change , 1998 .
[6] I. Jonckheere,et al. Influence of measurement set-up of ground-based LiDAR for derivation of tree structure , 2006 .
[7] R. Shaw,et al. Leaf area measurements based on hemispheric photographs and leaf-litter collection in a deciduous forest during autumn leaf-fall , 1989 .
[8] Mihai Datcu,et al. Spatial information retrieval from remote-sensing images. I. Information theoretical perspective , 1998, IEEE Trans. Geosci. Remote. Sens..
[9] Ranga B. Myneni,et al. Remote sensing estimates of boreal and temperate forest woody biomass: carbon pools, sources, and sinks , 2003 .
[10] Jing M. Chen,et al. Quantifying the effect of canopy architecture on optical measurements of leaf area index using two gap size analysis methods , 1995, IEEE Trans. Geosci. Remote. Sens..
[11] Paul V. Bolstad,et al. An approach to spatially distributed modeling of net primary production (NPP) at the landscape scale and its application in validation of EOS NPP products , 1999 .
[12] Shusen Wang,et al. Assessment of canopy stomatal conductance models using flux measurements. , 2009 .
[13] Laura Chasmer,et al. Investigating laser pulse penetration through a conifer canopy by integrating airborne and terrestrial lidar , 2006 .
[14] Jean-Luc Widlowski,et al. Third Radiation Transfer Model Intercomparison (RAMI) exercise: Documenting progress in canopy reflectance models , 2007 .
[15] R. Lacaze,et al. Multi-angular optical remote sensing for assessing vegetation structure and carbon absorption , 2003 .
[16] S. T. Gower,et al. A comparison of optical and direct methods for estimating foliage surface area index in forests , 1994 .
[17] S. Goetz,et al. Importance of biomass in the global carbon cycle , 2009 .
[18] Guang Zheng,et al. Retrieving Forest Inventory Variables with Terrestrial Laser Scanning (TLS) in Urban Heterogeneous Forest , 2011, Remote. Sens..
[19] C. Potter,et al. Carbon fluxes in ecosystems of Yellowstone National Park predicted from remote sensing data and simulation modeling , 2011, Carbon balance and management.
[20] J. Chen,et al. Retrieving Leaf Area Index of Boreal Conifer Forests Using Landsat TM Images , 1996 .
[21] Valentyn Tolpekin,et al. Discriminating the invasive species, ‘Lantana’ using vegetation indices , 2009 .
[22] Piotr Jankowski,et al. Integrating a fuzzy k-means classification and a Bayesian approach for spatial prediction of landslide hazard , 2003, J. Geogr. Syst..
[23] Frédéric Baret,et al. Review of methods for in situ leaf area index determination Part I. Theories, sensors and hemispherical photography , 2004 .
[24] A. J. Richardsons,et al. DISTINGUISHING VEGETATION FROM SOIL BACKGROUND INFORMATION , 1977 .
[25] R. Milne,et al. Integrating remote sensing datasets into ecological modelling: a Bayesian approach , 2008 .
[26] B. Markham,et al. Revised Landsat-5 TM radiometric calibration procedures and postcalibration dynamic ranges , 2003, IEEE Trans. Geosci. Remote. Sens..
[27] F. Baret,et al. Review of methods for in situ leaf area index (LAI) determination: Part II. Estimation of LAI, errors and sampling , 2004 .
[28] John R. Miller,et al. Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture , 2004 .
[29] Maosheng Zhao,et al. A Continuous Satellite-Derived Measure of Global Terrestrial Primary Production , 2004 .
[30] Stefano Tarantola,et al. Uncertainty and sensitivity analysis: tools for GIS-based model implementation , 2001, Int. J. Geogr. Inf. Sci..
[31] David L.B. Jupp,et al. Measuring tree stem diameters using intensity profiles from ground-based scanning lidar from a fixed viewpoint , 2011 .
[32] S. Leblanc,et al. A Shortwave Infrared Modification to the Simple Ratio for LAI Retrieval in Boreal Forests: An Image and Model Analysis , 2000 .
[33] Karin S. Fassnacht,et al. Relationships between leaf area index and Landsat TM spectral vegetation indices across three temperate zone sites , 1999 .
[34] J. Chen,et al. Net primary productivity distribution in the BOREAS region from a process model using satellite and surface data , 1999 .
[35] C. Woodcock,et al. Measuring forest structure and biomass in New England forest stands using Echidna ground-based lidar , 2011 .
[36] M. Flood,et al. LiDAR remote sensing of forest structure , 2003 .
[37] Alan H. Strahler,et al. Measuring Effective Leaf Area Index, Foliage Profile, and Stand Height in New England Forest Stands Using a Full-Waveform Ground-Based Lidar , 2011 .
[38] S. Roberts,et al. A comparison of tools for remotely estimating leaf area index in loblolly pine plantations , 2006 .
[39] J. Hicke,et al. Global synthesis of leaf area index observations: implications for ecological and remote sensing studies , 2003 .
[40] P. Atkinson,et al. Uncertainty in remote sensing and GIS , 2002 .
[41] N. Breda. Ground-based measurements of leaf area index: a review of methods, instruments and current controversies. , 2003, Journal of experimental botany.
[42] S. Leblanc,et al. Derivation and validation of Canada-wide coarse-resolution leaf area index maps using high-resolution satellite imagery and ground measurements , 2002 .
[43] Hans Pretzsch,et al. Using terrestrial laser scanner for estimating leaf areas of individual trees in a conifer forest , 2010, Trees.
[44] Brendan A. Wintle,et al. The Use of Bayesian Model Averaging to Better Represent Uncertainty in Ecological Models , 2003 .
[45] Woo-Kyun Lee,et al. ESTIMATION OF LAI USING LIDAR REMOTE SENSING IN FOREST , 2007 .
[46] Giles M. Foody,et al. Uncertainty in Remote Sensing and GIS: Foody/Uncertainty in Remote Sensing and GIS , 2006 .
[47] J. Eitel,et al. Simultaneous measurements of plant structure and chlorophyll content in broadleaf saplings with a terrestrial laser scanner , 2010 .
[48] Roselyne Lacaze,et al. Retrieval of vegetation clumping index using hot spot signatures measured by POLDER instrument , 2002 .
[49] M. Huston,et al. A comparison of direct and indirect methods for estimating forest canopy leaf area , 1991 .
[50] C. Field,et al. Relationships Between NDVI, Canopy Structure, and Photosynthesis in Three Californian Vegetation Types , 1995 .
[51] J. Norman,et al. Instrument for Indirect Measurement of Canopy Architecture , 1991 .
[52] W. Cohen,et al. Hyperspectral versus multispectral data for estimating leaf area index in four different biomes , 2004 .
[53] C. Woodcock,et al. Estimating forest LAI profiles and structural parameters using a ground-based laser called 'Echidna'. , 2008, Tree physiology.
[54] P. Radtke,et al. Ground-based Laser Imaging for Assessing Three-dimensional Forest Canopy Structure , 2006 .
[55] H. Mcnairn,et al. LAI MEASUREMENTS IN WHITE BEANS AND CORN CANOPIES WITH TWO OPTICAL INSTRUMENTS , 2001 .
[56] M. Weissa,et al. Review of methods for in situ leaf area index ( LAI ) determination Part II . Estimation of LAI , errors and sampling , 2003 .
[57] A. Jansen. Bayesian Methods for Ecology , 2009 .
[58] S. T. Gower,et al. Leaf area index of boreal forests: theory, techniques, and measurements , 1997 .
[59] John R. Miller,et al. Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture , 2002 .
[60] T. Dawson,et al. Quantifying forest above ground carbon content using LiDAR remote sensing , 2004 .
[61] M. Verstraete,et al. Estimating leaf area distribution in savanna trees from terrestrial LiDAR measurements , 2011 .
[62] Graham Jewitt,et al. Spatial mapping of leaf area index using hyperspectral remote sensing for hydrological applications with a particular focus on canopy interception , 2009 .
[63] J. Clevers. The Derivation of a Simplified Reflectance Model for the Estimation of Leaf Area Index , 1988 .
[64] J. Chen,et al. Evaluation of hemispherical photography for determining plant area index and geometry of a forest stand , 1991 .
[65] Maurizio Mencuccini,et al. Climate influences the leaf area/sapwood area ratio in Scots pine. , 1995, Tree physiology.
[66] Guang Zheng,et al. Spatial variability of terrestrial laser scanning based leaf area index , 2012, Int. J. Appl. Earth Obs. Geoinformation.
[67] M. McCarthy. Bayesian Methods for Ecology: Frontmatter , 2007 .
[68] A. Huete,et al. A Modified Soil Adjusted Vegetation Index , 1994 .
[69] A. Huete. A soil-adjusted vegetation index (SAVI) , 1988 .
[70] Richard A. Fournier,et al. The structural and radiative consistency of three-dimensional tree reconstructions from terrestrial lidar , 2009 .
[71] Bernt Bull,et al. Framework Convention on Climate Change , 1996 .
[72] K. Omasa,et al. Factors contributing to accuracy in the estimation of the woody canopy leaf area density profile using 3D portable lidar imaging. , 2007, Journal of experimental botany.
[73] T. Iizumi,et al. Parameter estimation and uncertainty analysis of a large-scale crop model for paddy rice: Application of a Bayesian approach , 2009 .
[74] Andrew Thomas,et al. WinBUGS - A Bayesian modelling framework: Concepts, structure, and extensibility , 2000, Stat. Comput..
[75] Philip Lewis,et al. 3D canopy modelling as a tool in remote-sensing research , 2007 .
[76] Yann Kerr,et al. Leaf area index estimates using remotely sensed data and BRDF models in a semiarid region. , 2000 .
[77] E. Dufrene,et al. Estimation of deciduous forest leaf area index using direct and indirect methods , 1995, Oecologia.
[78] D. Groeneveld,et al. Vertical point quadrat sampling and an extinction factor to calculate leaf area index , 1997 .
[79] Stephen Sitch,et al. The importance of age-related decline in forest NPP for modeling regional carbon balances. , 2006, Ecological applications : a publication of the Ecological Society of America.
[80] Kenji Omasa,et al. Voxel-Based 3-D Modeling of Individual Trees for Estimating Leaf Area Density Using High-Resolution Portable Scanning Lidar , 2006, IEEE Transactions on Geoscience and Remote Sensing.
[81] Jing Chen,et al. Spatial scaling of net primary productivity using subpixel information , 2004 .
[82] A. Arneth,et al. Separation of net ecosystem exchange into assimilation and respiration using a light response curve approach: critical issues and global evaluation , 2010 .
[83] P. Gorsevski. Using Bayesian inference to account for uncertainty in parameter estimates in modelled invasive flowering rush , 2013 .
[84] F. J. García-Haro,et al. A generalized soil-adjusted vegetation index , 2002 .
[85] Martha C. Anderson,et al. A comparison of empirical and neural network approaches for estimating corn and soybean leaf area index from Landsat ETM+ imagery ☆ , 2004 .
[86] David Y. Hollinger,et al. Leaf area index uncertainty estimates for model-data fusion applications , 2011 .
[87] D. Turner,et al. Integrating Remote Sensing and Ecosystem Process Models for Landscape- to Regional-Scale Analysis of the Carbon Cycle , 2004 .
[88] Guang Zheng,et al. Retrieving Leaf Area Index (LAI) Using Remote Sensing: Theories, Methods and Sensors , 2009, Sensors.
[89] S. Alam,et al. Framework Convention on Climate Change , 1993 .
[90] Hirofumi Hashimoto,et al. Exploring Simple Algorithms for Estimating Gross Primary Production in Forested Areas from Satellite Data , 2012, Remote. Sens..
[91] Eric Price,et al. LAI-2200C Plant Canopy Analyzer , 2014 .
[92] J. Chen,et al. Defining leaf area index for non‐flat leaves , 1992 .
[93] G. Russell,et al. Leaf area index estimates obtained for clumped canopies using hemispherical photography , 1999 .
[94] Adrienne Grêt-Regamey,et al. Spatially explicit avalanche risk assessment linking Bayesian networks to a GIS , 2006 .