22.1.4.3 LAI, Leaf Area Index, Land Cover Analysis

Chapter Contents (Back)
Leaf Area Index. LAI. See also Surface Fractional Vegetation Cover.

Addink, E.A.[Elisabeth A.], de Jong, S.M.[Steven M.], Pebesma, E.J.[Edzer J.],
The Importance of Scale in Object-based Mapping of Vegetation Parameters with Hyperspectral Imagery,
PhEngRS(73), No. 8, August 2007, pp. 905-912.
WWW Link. 0709
An investigation of optimal object definition for prediction of biomass and leaf area index. BibRef

Zhao, D.H.[De-Hua], Huang, L.M.[Liang-Mei], Li, J.L.[Jian-Long], Qi, J.G.[Jia-Guo],
A comparative analysis of broadband and narrowband derived vegetation indices in predicting LAI and CCD of a cotton canopy,
PandRS(62), No. 1, May 2007, pp. 25-33.
WWW Link. 0709
Hyperspectral remote sensing; Cotton; Broadband vegetation indices; Narrowband VIs; Leaf area index (LAI); Canopy chlorophyll density (CCD); Bandwidth and wavelength selection BibRef

Richter, K., Hank, T., Vuolo, F., Mauser, W., d'Urso, G.,
Optimal Exploitation of the Sentinel-2 Spectral Capabilities for Crop Leaf Area Index Mapping,
RS(4), No. 3, March 2012, pp. 561-582;.
DOI Link 1204
BibRef

Vuolo, F., Neugebauer, N., Bolognesi, S., Atzberger, C., d'Urso, G.,
Estimation of Leaf Area Index Using DEIMOS-1 Data: Application and Transferability of a Semi-Empirical Relationship between two Agricultural Areas,
RS(5), No. 3, March 2013, pp. 1274-1291.
DOI Link 1304
BibRef

Gonsamo, A.[Alemu], Pellikka, P.[Petri],
The sensitivity based estimation of leaf area index from spectral vegetation indices,
PandRS(70), No. 1, June 2012, pp. 15-25.
Elsevier DOI 1206
Leaf area index; Sensitivity function; Spectral vegetation index BibRef

Capodici, F., d'Urso, G., Maltese, A.,
Investigating the Relationship between X-Band SAR Data from COSMO-SkyMed Satellite and NDVI for LAI Detection,
RS(5), No. 3, March 2013, pp. 1389-1404.
DOI Link 1304
BibRef

Liu, Y.[Yang], Liu, R.G.[Rong-Gao], Chen, J.M., Ju, W.M.[Wei-Min],
Expanding MISR LAI Products to High Temporal Resolution With MODIS Observations,
GeoRS(50), No. 10, October 2012, pp. 3915-3927.
IEEE DOI 1210
BibRef

Fang, H., Li, W., Myneni, R.,
The Impact of Potential Land Cover Misclassification on MODIS Leaf Area Index (LAI) Estimation: A Statistical Perspective,
RS(5), No. 2, February 2013, pp. 830-844.
DOI Link 1303
BibRef

Leonenko, G., Los, S., North, P.,
Statistical Distances and Their Applications to Biophysical Parameter Estimation: Information Measures, M-Estimates, and Minimum Contrast Methods,
RS(5), No. 3, March 2013, pp. 1355-1388.
DOI Link 1304
LAI. BibRef

Gonsamo, A., Chen, J.M.,
Improved LAI Algorithm Implementation to MODIS Data by Incorporating Background, Topography, and Foliage Clumping Information,
GeoRS(52), No. 2, February 2014, pp. 1076-1088.
IEEE DOI 1402
curve fitting BibRef

Li, X.C.[Xin-Chuan], Zhang, Y.J.[You-Jing], Bao, Y.S.[Yan-Song], Luo, J.[Juhua], Jin, X.L.[Xiu-Liang], Xu, X.G.[Xin-Gang], Song, X.Y.[Xiao-Yu], Yang, G.J.[Gui-Jun],
Exploring the Best Hyperspectral Features for LAI Estimation Using Partial Least Squares Regression,
RS(6), No. 7, 2014, pp. 6221-6241.
DOI Link 1408
BibRef

Ponzoni, F.J.[Flávio Jorge], da Silva, C.B.[Clayton Borges], dos Santos, S.B.[Sandra Benfica], Montanher, O.C.[Otávio Cristiano], dos Santos, T.B.[Thiago Batista],
Local Illumination Influence on Vegetation Indices and Plant Area Index (PAI) Relationships,
RS(6), No. 7, 2014, pp. 6266-6282.
DOI Link 1408
BibRef

Qu, Y.H.[Yong-Hua], Han, W.C.[Wen-Chao], Ma, M.G.[Ming-Guo],
Retrieval of a Temporal High-Resolution Leaf Area Index (LAI) by Combining MODIS LAI and ASTER Reflectance Data,
RS(7), No. 1, 2014, pp. 195-210.
DOI Link 1502
BibRef

Cheng, T.[Tao], Rivard, B.[Benoit], Sánchez-Azofeifa, A.G.[Arturo G.], Féret, J.B.[Jean-Baptiste], Jacquemoud, S.[Stéphane], Ustin, S.L.[Susan L.],
Deriving leaf mass per area (LMA) from foliar reflectance across a variety of plant species using continuous wavelet analysis,
PandRS(87), No. 1, 2014, pp. 28-38.
Elsevier DOI 1402
Leaf mass per area BibRef

Xiao, Z.Q.[Zhi-Qiang], Liang, S.L.[Shun-Lin], Wang, J.[Jindi], Chen, P.[Ping], Yin, X.J.[Xue-Jun], Zhang, L.Q.[Li-Qiang], Song, J.L.[Jin-Ling],
Use of General Regression Neural Networks for Generating the GLASS Leaf Area Index Product From Time-Series MODIS Surface Reflectance,
GeoRS(52), No. 1, January 2014, pp. 209-223.
IEEE DOI 1402
remote sensing BibRef

Jiang, J.Y.[Jing-Yi], Xiao, Z.Q.[Zhi-Qiang], Wang, J.[Jindi], Song, J.L.[Jin-Ling],
Sequential Method with Incremental Analysis Update to Retrieve Leaf Area Index from Time Series MODIS Reflectance Data,
RS(6), No. 10, 2014, pp. 9194-9212.
DOI Link 1411
BibRef

Jiang, J.Y.[Jing-Yi], Xiao, Z.Q.[Zhi-Qiang], Wang, J.[Jindi], Song, J.L.[Jin-Ling],
Multiscale Estimation of Leaf Area Index from Satellite Observations Based on an Ensemble Multiscale Filter,
RS(8), No. 3, 2016, pp. 229.
DOI Link 1604
BibRef

Xiao, Z.Q.[Zhi-Qiang], Liang, S.L.[Shun-Lin], Wang, J.[Jindi], Xiang, Y., Zhao, X., Song, J.L.[Jin-Ling],
Long-Time-Series Global Land Surface Satellite Leaf Area Index Product Derived From MODIS and AVHRR Surface Reflectance,
GeoRS(54), No. 9, September 2016, pp. 5301-5318.
IEEE DOI 1609
vegetation BibRef

Xiao, Z.Q.[Zhi-Qiang], Liang, S.L.[Shun-Lin], Wang, J.[Jindi], Xie, D.H.[Dong-Hui], Song, J.L.[Jin-Ling], Fensholt, R.,
A Framework for Consistent Estimation of Leaf Area Index, Fraction of Absorbed Photosynthetically Active Radiation, and Surface Albedo from MODIS Time-Series Data,
GeoRS(53), No. 6, June 2015, pp. 3178-3197.
IEEE DOI 1503
albedo BibRef

Xiao, Z.Q.[Zhi-Qiang], Liang, S.L.[Shun-Lin], Wang, T.T.[Tong-Tong], Jiang, B.[Bo],
Retrieval of Leaf Area Index (LAI) and Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) from VIIRS Time-Series Data,
RS(8), No. 4, 2016, pp. 351.
DOI Link 1604
See also Estimating the Fractional Vegetation Cover from GLASS Leaf Area Index Product. BibRef

Zhou, H.M.[Hong-Min], Wang, J.[Jindi], Liang, S.L.[Shun-Lin], Xiao, Z.Q.[Zhi-Qiang],
Extended Data-Based Mechanistic Method for Improving Leaf Area Index Time Series Estimation with Satellite Data,
RS(9), No. 6, 2017, pp. xx-yy.
DOI Link 1706
BibRef

Song, Y.[Yu], Glasbey, C.A., Polder, G., van der Heijden, G.W.A.M.,
Non-destructive automatic leaf area measurements by combining stereo and time-of-flight images,
IET-CV(8), No. 5, October 2014, pp. 391-403.
DOI Link 1412
greenhouses BibRef

Yin, G.[Gaofei], Li, J.[Jing], Liu, Q.H.[Qin-Huo], Fan, W.L.[Wei-Liang], Xu, B.D.[Bao-Dong], Zeng, Y.[Yelu], Zhao, J.[Jing],
Regional Leaf Area Index Retrieval Based on Remote Sensing: The Role of Radiative Transfer Model Selection,
RS(7), No. 4, 2015, pp. 4604-4625.
DOI Link 1505
BibRef

Zhao, J.[Jing], Li, J.[Jing], Liu, Q.H.[Qin-Huo], Fan, W.J.[Wen-Jie], Zhong, B.[Bo], Wu, S.L.[Shan-Long], Yang, L.[Le], Zeng, Y.[Yelu], Xu, B.D.[Bao-Dong], Yin, G.F.[Gao-Fei],
Leaf Area Index Retrieval Combining HJ1/CCD and Landsat8/OLI Data in the Heihe River Basin, China,
RS(7), No. 6, 2015, pp. 6862.
DOI Link 1507
BibRef

Zeng, Y.[Yelu], Li, J.[Jing], Liu, Q.H.[Qin-Huo], Huete, A.R., Yin, G.[Gaofei], Xu, B.D.[Bao-Dong], Fan, W.L.[Wei-Liang], Zhao, J.[Jing], Yan, K., Mu, X.,
A Radiative Transfer Model for Heterogeneous Agro-Forestry Scenarios,
GeoRS(54), No. 8, August 2016, pp. 4613-4628.
IEEE DOI 1608
vegetation BibRef

Iiames, J.S.[John S.], Congalton, R.G.[Russell G.], Lewis, T.E.[Timothy E.], Pilant, A.N.[Andrew N.],
Uncertainty Analysis in the Creation of a Fine-Resolution Leaf Area Index (LAI) Reference Map for Validation of Moderate Resolution LAI Products,
RS(7), No. 2, 2015, pp. 1397-1421.
DOI Link 1503
BibRef

Zeng, Y.[Yelu], Li, J.[Jing], Liu, Q.H.[Qin-Huo], Hu, R.H.[Rong-Hai], Mu, X.[Xihan], Fan, W.L.[Wei-Liang], Xu, B.D.[Bao-Dong], Yin, G.[Gaofei], Wu, S.B.[Sheng-Biao],
Extracting Leaf Area Index by Sunlit Foliage Component from Downward-Looking Digital Photography under Clear-Sky Conditions,
RS(7), No. 10, 2015, pp. 13410.
DOI Link 1511
BibRef

Shi, Y.C.[Yue-Chan], Wang, J.[Jindi], Qin, J.[Jun], Qu, Y.H.[Yong-Hua],
An Upscaling Algorithm to Obtain the Representative Ground Truth of LAI Time Series in Heterogeneous Land Surface,
RS(7), No. 10, 2015, pp. 12887.
DOI Link 1511
BibRef

Li, W.J.[Wen-Juan], Weiss, M.[Marie], Waldner, F.[Francois], Defourny, P.[Pierre], Demarez, V.[Valerie], Morin, D.[David], Hagolle, O.[Olivier], Baret, F.[Frédéric],
A Generic Algorithm to Estimate LAI, FAPAR and FCOVER Variables from SPOT4_HRVIR and Landsat Sensors: Evaluation of the Consistency and Comparison with Ground Measurements,
RS(7), No. 11, 2015, pp. 15494.
DOI Link 1512
BibRef

Quan, X.[Xingwen], He, B.B.[Bin-Bin], Li, X.[Xing],
A Bayesian Network-Based Method to Alleviate the Ill-Posed Inverse Problem: A Case Study on Leaf Area Index and Canopy Water Content Retrieval,
GeoRS(53), No. 12, December 2015, pp. 6507-6517.
IEEE DOI 1512
Gaussian distribution BibRef

Obata, K.[Kenta], Miura, T.[Tomoaki], Yoshioka, H.[Hiroki], Huete, A.R.[Alfredo R.], Vargas, M.[Marco],
Spectral Cross-Calibration of VIIRS Enhanced Vegetation Index with MODIS: A Case Study Using Year-Long Global Data,
RS(8), No. 1, 2016, pp. 34.
DOI Link 1602
BibRef

Wu, L.[Ling], Qin, Q.M.[Qi-Ming], Liu, X.[Xiangnan], Ren, H.Z.[Hua-Zhong], Wang, J.H.[Jian-Hua], Zheng, X.[Xiaopo], Ye, X.[Xin], Sun, Y.[Yuejun],
Spatial Up-Scaling Correction for Leaf Area Index Based on the Fractal Theory,
RS(8), No. 3, 2016, pp. 197.
DOI Link 1604
BibRef

Zhao, Y.[Yujin], Zeng, Y.[Yuan], Zhao, D.[Dan], Wu, B.F.[Bing-Fang], Zhao, Q.J.[Qian-Jun],
The Optimal Leaf Biochemical Selection for Mapping Species Diversity Based on Imaging Spectroscopy,
RS(8), No. 3, 2016, pp. 216.
DOI Link 1604
BibRef

Disney, M.[Mathias], Muller, J.P.[Jan-Peter], Kharbouche, S.[Said], Kaminski, T.[Thomas], Voßbeck, M.[Michael], Lewis, P.[Philip], Pinty, B.[Bernard],
A New Global fAPAR and LAI Dataset Derived from Optimal Albedo Estimates: Comparison with MODIS Products,
RS(8), No. 4, 2016, pp. 275.
DOI Link 1604
BibRef

Kaasalainen, S.[Sanna], Nevalainen, O.[Olli], Hakala, T.[Teemu], Anttila, K.[Kati],
Incidence Angle Dependency of Leaf Vegetation Indices from Hyperspectral Lidar Measurements,
PFG(2016), No. 2, 2016, pp. 75-84.
DOI Link 1606
BibRef

Kang, Y.[Yanghui], Özdogan, M.[Mutlu], Zipper, S.C.[Samuel C.], Román, M.O.[Miguel O.], Walker, J.[Jeff], Hong, S.Y.[Suk Young], Marshall, M.[Michael], Magliulo, V.[Vincenzo], Moreno, J.[José], Alonso, L.[Luis], Miyata, A.[Akira], Kimball, B.[Bruce], Loheide, S.P.[Steven P.],
How Universal Is the Relationship between Remotely Sensed Vegetation Indices and Crop Leaf Area Index? A Global Assessment,
RS(8), No. 7, 2016, pp. 597.
DOI Link 1608
BibRef

Fieber, K.D., Davenport, I.J., Ferryman, J.M., Gurney, R.J., Becerra, V.M., Walker, J.P., Hacker, J.M.,
CHP Toolkit: Case Study of LAIe Sensitivity to Discontinuity of Canopy Cover in Fruit Plantations,
GeoRS(54), No. 9, September 2016, pp. 5071-5080.
IEEE DOI 1609
geophysical techniques BibRef

Yin, G.F.[Gao-Fei], Li, A.[Ainong], Zeng, Y.[Yelu], Xu, B.D.[Bao-Dong], Zhao, W.[Wei], Nan, X.[Xi], Jin, H.[Huaan], Bian, J.[Jinhu],
A Cost-Constrained Sampling Strategy in Support of LAI Product Validation in Mountainous Areas,
RS(8), No. 9, 2016, pp. 704.
DOI Link 1610
BibRef

Neinavaz, E.[Elnaz], Skidmore, A.K.[Andrew K.], Darvishzadeh, R.[Roshanak], Groen, T.A.[Thomas A.],
Retrieval of leaf area index in different plant species using thermal hyperspectral data,
PandRS(119), No. 1, 2016, pp. 390-401.
Elsevier DOI 1610
Thermal infrared BibRef

Zhang, S.[Su], Liu, L.[Liangyun], Liu, X.[Xinjie], Liu, Z.[Zefei],
Development of a New BRDF-Resistant Vegetation Index for Improving the Estimation of Leaf Area Index,
RS(8), No. 11, 2016, pp. 947.
DOI Link 1612
BibRef

Zheng, G., Ma, L., Eitel, J.U.H., He, W., Magney, T.S., Moskal, L.M., Li, M.,
Retrieving Directional Gap Fraction, Extinction Coefficient, and Effective Leaf Area Index by Incorporating Scan Angle Information From Discrete Aerial Lidar Data,
GeoRS(55), No. 1, January 2017, pp. 577-590.
IEEE DOI 1701
remote sensing by laser beam BibRef

Shi, Y.C.[Yue-Chan], Wang, J.[Jindi], Wang, J.[Jian], Qu, Y.H.[Yong-Hua],
A Prior Knowledge-Based Method to Derivate High-Resolution Leaf Area Index Maps with Limited Field Measurements,
RS(9), No. 1, 2017, pp. xx-yy.
DOI Link 1702
BibRef

Sun, L.[Liya], Schulz, K.[Karsten],
Spatio-Temporal LAI Modelling by Integrating Climate and MODIS LAI Data in a Mesoscale Catchment,
RS(9), No. 2, 2017, pp. xx-yy.
DOI Link 1703
BibRef

Ahmadian, N.[Nima], Borg, E.[Erik], Roth, A.[Achim], Zölitz, R.[Reinhard],
Estimating the Leaf Area Index of Agricultural Crops using multi-temporal dual-polarimetric TerraSAR-X Data: A case study in North-Eastern Germany,
PFG(2016), No. 5-6, 2016, pp. 301-317.
DOI Link 1703
BibRef

Kandasamy, S., Verger, A., Baret, F.,
Assessment of Three Methods for Near Real-Time Estimation of Leaf Area Index From AVHRR Data,
GeoRS(55), No. 3, March 2017, pp. 1489-1497.
IEEE DOI 1703
Biological system modeling BibRef

Li, X.J.[Xue-Jian], Mao, F.J.[Fang-Jie], Du, H.Q.[Hua-Qiang], Zhou, G.[Guomo], Xu, X.J.[Xiao-Jun], Han, N.[Ning], Sun, S.B.[Shao-Bo], Gao, G.L.[Guo-Long], Chen, L.[Liang],
Assimilating leaf area index of three typical types of subtropical forest in China from MODIS time series data based on the integrated ensemble Kalman filter and PROSAIL model,
PandRS(126), No. 1, 2017, pp. 68-78.
Elsevier DOI 1704
Subtropical forest BibRef

Ma, R.[Rui], Zhang, L.[Li], Tian, X.J.[Xiang-Jun], Zhang, J.C.[Jian-Cai], Yuan, W.P.[Wen-Ping], Zheng, Y.[Yi], Zhao, X.[Xiang], Kato, T.[Tomomichi],
Assimilation of Remotely-Sensed Leaf Area Index into a Dynamic Vegetation Model for Gross Primary Productivity Estimation,
RS(9), No. 3, 2017, pp. xx-yy.
DOI Link 1704
BibRef

Wang, B.J.[Blowman J.], Chen, J.M.[Jing M.], Ju, W.[Weimin], Qiu, F.[Feng], Zhang, Q.[Qian], Fang, M.[Meihong], Chen, F.[Fenge],
Limited Effects of Water Absorption on Reducing the Accuracy of Leaf Nitrogen Estimation,
RS(9), No. 3, 2017, pp. xx-yy.
DOI Link 1704
BibRef

Chen, C.[Chi], Knyazikhin, Y.[Yuri], Park, T.[Taejin], Yan, K.[Kai], Lyapustin, A.[Alexei], Wang, Y.[Yujie], Yang, B.[Bin], Myneni, R.B.[Ranga B.],
Prototyping of LAI and FPAR Retrievals from MODIS Multi-Angle Implementation of Atmospheric Correction (MAIAC) Data,
RS(9), No. 4, 2017, pp. xx-yy.
DOI Link 1705
BibRef

Wang, B.J.[Blowman J.], Ju, W.M.[Wei-Min],
Limitations and Improvements of the Leaf Optical Properties Model Leaf Incorporating Biochemistry Exhibiting Reflectance and Transmittance Yields (LIBERTY),
RS(9), No. 5, 2017, pp. xx-yy.
DOI Link 1706
BibRef

Ma, H., Liu, Q., Liang, S., Xiao, Z.,
Simultaneous Estimation of Leaf Area Index, Fraction of Absorbed Photosynthetically Active Radiation, and Surface Albedo From Multiple-Satellite Data,
GeoRS(55), No. 8, August 2017, pp. 4334-4354.
IEEE DOI 1708
Data models, Estimation, Land surface, MODIS, Remote sensing, Vegetation mapping, Fraction of absorbed photosynthetically active radiation (FAPAR), leaf area index (LAI), multiple sensors, simultaneous estimation, surface albedo BibRef


Neinavaz, E.[Elnaz], Skidmore, A.K.[Andrew K.], Darvishzadeh, R.[Roshanak], Groen, T.A.[Thomas A.],
Leaf Area Index Retrieved From Thermal Hyperspectral Data,
ISPRS16(B7: 99-105).
DOI Link 1610
BibRef

Wang, L.J.[Li-Juan], Zhang, G.[Guimin], Lin, H.[Hui], Liang, L.[Liang], Niu, Z.[Zheng],
Estimation of leaf area index using an angular vegetation index based on in situ measurements and Chris/proba data,
ISPRS16(B7: 121-128).
DOI Link 1610
BibRef

Woodgate, W.L.,
An Intercomparison Of Passive Terrestrial Remote Sensing Technologies to Derive LAI and Canopy Cover Metrics,
ISPRS12(XXXIX-B8:457-462).
DOI Link 1209
BibRef

Zhao, J., Li, J., Liu, Q., Yang, L.,
A Preliminary Study on Mechanism of LAI Inversion Saturation,
ISPRS12(XXXIX-B1:77-81).
DOI Link 1209
BibRef

Colditz, R.R.[Rene R.], Llamas, R.M.[Ricardo M.],
Generation of 250m MODIS LAI time series by temporal regression,
MultiTemp11(105-108).
IEEE DOI 1109
leaf area index BibRef

Chapter on Cartography, Aerial Images, Remote Sensing, Buildings, Roads, Terrain, ATR continues in
Surface Fractional Vegetation Cover .


Last update:Sep 18, 2017 at 11:34:11