303
Views
7
CrossRef citations to date
0
Altmetric
Original Articles

Improving LAI spatio-temporal continuity using a combination of MODIS and MERSI data

, , , &
Pages 771-780 | Received 16 Dec 2015, Accepted 21 Apr 2016, Published online: 13 May 2016

References

  • Baret, F., O. Hagolle, B. Geiger, P. Bicheron, B. Miras, M. Huc, B. Berthelot, et al. 2007. “LAI, Fapar and Fcover CYCLOPES Global Products Derived from VEGETATION – Part 1: Principles of the Algorithm.” Remote Sensing of Environment 110 (3): 275–286. doi:10.1016/j.rse.2007.02.018.
  • Baret, F., M. Weiss, R. Lacaze, F. Camacho, H. Makhmara, P. Pacholcyzk, and B. Smets. 2013. “GEOV1: LAI and FAPAR Essential Climate Variables and FCOVER Global Time Series Capitalizing over Existing Products. Part 1: Principles of Development and Production.” Remote Sensing of Environment 137: 299–309. doi:10.1016/j.rse.2012.12.027.
  • Camacho, F., J. Cernicharo, R. Lacaze, F. Baret, and M. Weiss. 2013. “GEOV1: LAI, FAPAR Essential Climate Variables and FCOVER Global Time Series Capitalizing over Existing Products. Part 2: Validation and Intercomparison with Reference Products.” Remote Sensing of Environment 137: 310–329. doi:10.1016/j.rse.2013.02.030.
  • Dong, C. H., J. Yang, Z. Yang, N. Lu, J. Shi, P. Zhang, Y. Liu, B. Cai, and W. Zhang. 2009. “An Overview of a New Chinese Weather Satellite FY-3A.” Bulletin of the American Meteorological Society 90 (10): 1531–1544. doi:10.1175/2009bams2798.1.
  • Fang, H. L., S. L. Liang, J. R. Townshend, and R. E. Dickinson. 2008. “Spatially and Temporally Continuous LAI Data Sets Based on an Integrated Filtering Method: Examples from North America.” Remote Sensing of Environment 112 (1): 75–93. doi:10.1016/j.rse.2006.07.026.
  • Knyazikhin, Y., J. V. Martonchik, R. B. Myneni, D. J. Diner, and S. W. Running. 1998. “Synergistic Algorithm for Estimating Vegetation Canopy Leaf Area Index and Fraction of Absorbed Photosynthetically Active Radiation from MODIS and MISR Data.” Journal of Geophysical Research: Atmospheres 103 (D24): 32257–32275. doi:10.1029/98jd02462.
  • Li, X., G. D. Cheng, S. M. Liu, Q. Xiao, M. G. Ma, R. Jin, T. Che, et al. 2013. “Heihe Watershed Allied Telemetry Experimental Research (Hiwater): Scientific Objectives and Experimental Design.” Bulletin of the American Meteorological Society 94 (8): 1145–1160. doi:10.1175/bams-d-12-00154.1.
  • Liu, Q., S. L. Liang, Z. Q. Xiao, and H. L. Fang. 2014. “Retrieval of Leaf Area Index Using Temporal, Spectral, and Angular Information from Multiple Satellite Data.” Remote Sensing of Environment 145: 25–37. doi:10.1016/j.rse.2014.01.021.
  • Mousivand, A., M. Menenti, B. Gorte, and W. Verhoef. 2015. “Multi-Temporal, Multi-Sensor Retrieval of Terrestrial Vegetation Properties from Spectral-Directional Radiometric Data.” Remote Sensing of Environment 158: 311–330. doi:10.1016/j.rse.2014.10.030.
  • Myneni, R. B., S. Hoffman, Y. Knyazikhin, J. L. Privette, J. Glassy, Y. Tian, Y. Wang, et al. 2002. “Global Products of Vegetation Leaf Area and Fraction Absorbed PAR from Year One of MODIS Data.” Remote Sensing of Environment 83 (1–2): 214–231. doi:10.1016/s0034-4257(02)00074-3.
  • Ngia, L. S. H., and J. Sjoberg. 2000. “Efficient Training of Neural Nets for Nonlinear Adaptive Filtering Using a Recursive Levenberg-Marquardt Algorithm.” IEEE Transactions on Signal Processing 48 (7): 1915–1927. doi:10.1109/78.847778.
  • Samain, O., B. Geiger, and J.-L. Roujean. 2006. “Spectral Normalization and Fusion of Optical Sensors for the Retrieval of BRDF and Albedo: Application to VEGETATION, MODIS, and MERIS Data Sets.” IEEE Transactions on Geoscience and Remote Sensing 44 (11): 3166–3179. doi:10.1109/tgrs.2006.879545.
  • Verger, A., F. Baret, and M. Weiss. 2011. “A Multisensor Fusion Approach to Improve LAI Time Series.” Remote Sensing of Environment 115 (10): 2460–2470. doi:10.1016/j.rse.2011.05.006.
  • Verger, A., F. Baret, M. Weiss, S. Kandasamy, and E. Vermote. 2013. “The CACAO Method for Smoothing, Gap Filling, and Characterizing Seasonal Anomalies in Satellite Time Series.” IEEE Transactions on Geoscience and Remote Sensing 51 (4): 1963–1972. doi:10.1109/tgrs.2012.2228653.
  • Verhoef, W. 1984. “Light Scattering by Leaf Layers with Application to Canopy Reflectance Modeling: The SAIL Model.” Remote Sensing of Environment 16 (2): 125–141. doi:10.1016/0034-4257(84)90057-9.
  • WWW1. 2015. “Land Processes Distributed Active Archive Center.” Accessed 21 January 2015. https://lpdaac.usgs.gov/.
  • WWW2. 2015. “National Satellite Meteorological Center of China.” Accessed 21 January 2015. http://www.nsmc.org.cn/en/NSMC/Home/index.html.
  • Yin, G. F., J. Li, Q. H. Liu, W. L. Fan, B. D. Xu, Y. L. Zeng, and J. Zhao. 2015a. “Regional Leaf Area Index Retrieval Based on Remote Sensing: The Role of Radiative Transfer Model Selection.” Remote Sensing 7 (4): 4604–4625. doi:10.3390/rs70404604.
  • Yin, G. F., J. Li, Q. H. Liu, L. H. Li, Y. L. Zeng, B. D. Xu, L. Yang, and J. Zhao. 2015b. “Improving Leaf Area Index Retrieval over Heterogeneous Surface by Integrating Textural and Contextual Information: A Case Study in the Heihe River Basin.” IEEE Geoscience and Remote Sensing Letters 12 (2): 359–363. doi:10.1109/lgrs.2014.2341925.
  • Zhong, B. 2015. [Methodology for Nomalization of Optical Remote Sensing Data from Multi-Sensor]. [In Chinese.] Beijing: Science Press.
  • Zhu, L., J. M. Chen, S. H. Tang, G. C. Li, and Z. D. Guo. 2014. “Inter-Comparison and Validation of the FY-3A/MERSI LAI Product over Mainland China.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 7 (2): 458–468. doi:10.1109/jstars.2013.2280466.
  • Zhu, X. L., D. S. Liu, and J. Chen. 2012. “A New Geostatistical Approach for Filling Gaps in Landsat ETM Plus SLC-Off Images.” Remote Sensing of Environment 124: 49–60. doi:10.1016/j.rse.2012.04.019.

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.