1,072
Views
3
CrossRef citations to date
0
Altmetric
Research Article

Factual approach for tropical forest parameters measurement and monitoring: future option with a focus on synergetic use of airborne and terrestrial LiDAR technologies

ORCID Icon, ORCID Icon, , ORCID Icon, ORCID Icon & ORCID Icon
Pages 3219-3230 | Received 04 Mar 2020, Accepted 04 Dec 2020, Published online: 04 Feb 2021

References

  • Alexander, C., A. H. Korstjens, G. Usher, M. G. Nowak, G. Fredriksson, and R. A. Hill. 2018. “LiDAR Patch Metrics for Object-Based Clustering of Forest Types in a Tropical Rainforest.” International Journal of Applied Earth Observation and Geoinformation 73 (4): 253–261. doi:10.1016/j.jag.2018.06.020.
  • Bazezew, M. N., Y. A. Hussin, and E. H. Kloosterman. 2018. “Integrating Airborne LiDAR and Terrestrial Laser Scanner Forest Parameters for Accurate Above-Ground Biomass/Carbon Estimation in Ayer Hitam Tropical Forest, Malaysia.” International Journal of Applied Earth Observation and Geoinformation 73: 638–652. doi:10.1016/j.jag.2018.07.026.
  • Bienert, A., S. Scheller, E. Keane, G. Mullooly, and F. Mohan. 2006. “Application of Terrestrial Laser Scanners for the Determination of Forest Inventory Parameters.” Remote Sensing and Spatial Information Science 36: 1–5. https://ci.nii.ac.jp/naid/20001400750/.
  • Carleer, D., and E. Wolff. 2005. “Assessment of Very High Spatial Resolution Satellite Image Segmentations.” Photogrammetric Engineering and Remote Sensing 11 (10): 1285–1294. doi:10.14358/PERS.71.11.1285.
  • Chave, J., M. Réjou-Méchain, A. Búrquez, E. Chidumayo, M. S. Colgan, W. B. C. Delitti, A. Duque, et al. 2014. “Improved Allometric Models to Estimate the Aboveground Biomass of Tropical Trees.” Global Change Biology 20 (10): 3177–3190. doi:10.1111/gcb.12629.
  • Garcia, M., D. Riano, E. Chuvieco, and F. Mark Danson. 2010. “Estimating Biomass Carbon Stocks for a Mediterranean Forest in Central Spain Using LiDAR Height and Intensity Data.” Remote Sensing of Environment 114 (4): 816–830. doi:10.1016/j.rse.2009.11.021.
  • Hanum, I. F. 1999. “Plant Diversity and Conservation Value of Ayer Hitam Forest, Selangor, Peninsular Malaysia.” Pertanika Journal of Tropical Agricultural Science 22 (2): 73–83. http://psasir.upm.edu.my/id/eprint/3795/
  • Henning, J. G., and P. J. Radtke. 2006. “Detailed Stem Measurements of Standing Trees from Ground-Based Scanning Lidar.” Forest Science 52 (1): 67–80. doi:10.1093/forestscience/52.1.67.
  • Hilker, T., M. van Leeuwen, N. C. Coops, M. A. Wulder, G. J. Newnham, D. L. B. Jupp, and D. S. Culvenor. 2010. “Comparing Canopy Metrics Derived from Terrestrial and Airborne Laser Scanning in a Douglas-Fir Dominated Forest Stand.” Trees - Structure and Function 24 (5): 819–832. doi:10.1007/s00468-010-0452-7.
  • Hopkinson, C., L. Chasmer, C. Young-Pow, and P. Treitz. 2004. “Assessing Forest Metrics with a Ground-Based Scanning Lidar.” Canadian Journal of Forest Research 34 (3): 573–583. doi:10.1139/x03-225.
  • Hunter, M. O., M. Keller, D. Victoria, and D. C. Morton. 2013. “Tree Height and Tropical Forest Biomass Estimation.” Biogeosciences 10 (12): 8385–8399. doi:10.5194/bg-10-8385-2013.
  • Ioki, K., S. Tsuyuki, Y. Hirata, M.-H. Phua, W. V. C. Wong, Z.-Y. Ling, H. Saito, and G. Takao. 2014. “Estimating Above-Ground Biomass of Tropical Rainforest of Different Degradation Levels in Northern Borneo Using Airborne LiDAR.” Forest Ecology and Management 328: 335–341. doi:10.1016/j.foreco.2014.06.003.
  • IPCC. 2006. “IPCC Guidelines for National Greenhouse Gas Inventories, Volume 4. Agriculture, Forestry and Other Land Use.” In Ipcc, edited by N. H. Ravindranath, H. Aalde, P. Gonzalez, M. Gytarsky, T. Krug, W. A. Kurz, S. Ogle, J. Raison, and D. Schoene, 15–83. Hayama, Japan: Institute for Global Environmental Strategies (IGES). https://www.ipcc.ch/report/2006-ipcc-guidelines-for-national-greenhouse-gas-inventories/
  • Kankare, V., M. Holopainen, M. Vastaranta, E. Puttonen, X. Yu, J. Hyyppa, M. Vaaja, H. Hyyppa, and P. Alho. 2013. “Individual Tree Biomass Estimation Using Terrestrial Laser Scanning.” ISPRS Journal of Photogrammetry and Remote Sensing 75: 64–75. doi:10.1016/j.isprsjprs.2012.10.003.
  • Khosravipour, A., A. K. Skidmore, M. Isenburg, T. Wang, and Y. A. Hussin. 2014. “Generating Pit-Free Canopy Height Models from Airborne LiDAR.” Photogrammetric Engineering and Remote Sensing 80 (9): 863–872. doi:10.14358/PERS.80.9.863.
  • Larjavaara, M., and H. C. Muller-Landau. 2013. “Measuring Tree Height: A Quantitative Comparison of Two Common Field Methods in A Moist Tropical Forest.” Methods in Ecology and Evolution 4 (9): 793–801. doi:10.1111/2041-210X.12071.
  • Larue, E. A., W. Atkins, K. Dahlin, R. Fahey, S. Fei, C. Gough, and B. S. Hardiman. 2018. “Linking Landsat to Terrestrial LiDAR: Vegetation Metrics of Forest Greenness are Correlated with Canopy Structural Complexity.” International Journal of Applied Earth Observation and Geoinformation 73: 420–427. doi:10.1016/j.jag.2018.07.001.
  • Lau, A., C. Martius, H. Bartholomeus, A. Shenkin, T. Jackson, Y. Malhi, M. Herold, and L. P. Bentley. 2019. “Estimating Architecture-Based Metabolic Scaling Exponents of Tropical Trees Using Terrestrial LiDAR and 3D Modelling.” Forest Ecology and Management 439: 132–145. doi:10.1016/j.foreco.2019.02.019.
  • Laurin, V., Q. C. Gaia, J. A. Lindsell, D. A. Coomes, F. Del Frate, L. Guerriero, F. Pirotti, and R. Valentini. 2014. “Above Ground Biomass Estimation in an African Tropical Forest with Lidar and Hyperspectral Data.” ISPRS Journal of Photogrammetry and Remote Sensing 89: 49–58. doi:10.1016/j.isprsjprs.2014.01.001.
  • Leeuwen, M. V. A. N., N. C. Coops, and M. A. Wulder. 2010. “Canopy Surface Reconstruction from a LiDAR Point Cloud Using Hough Transform.” Remote Sensing Letters 1 (3): 125–132. doi:10.1080/01431161003649339.
  • Lindberg, E., J. Holmgren, K. Olofsson, and H. Olsson. 2012. “Estimation of Stem Attributes Using a Combination of Terrestrial and Airborne Laser Scanning.” European Journal of Forest Research 131 (6): 1917–1931. doi:10.1007/s10342-012-0642-5.
  • Lu, D. 2006. “The Potential and Challenge of Remote Sensing‐based Biomass Estimation.” International Journal of Remote Sensing 27 (7): 1297–1328. doi:10.1080/01431160500486732.
  • Naesset, S. S., E. Bollandsas, and O. Martin. 2006. “Single Tree Segmentation Using Airborne Laser Scanner Data in a Structurally Heterogeneous Spruce Forest.” Photogrammetric Engineering and Remote Sensing 12 (10): 1369–1378. doi:10.14358/PERS.72.12.1369.
  • Ojoatre, S., C. Zhang, Y. A. Hussin, H. E. Kloosterman, and M. H. Ismail. 2019. “Assessing the Uncertainty of Tree Height and Aboveground Biomass from Terrestrial Laser Scanner and Hypsometer Using Airborne LiDAR Data in Tropical Rainforests.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12 (10): 4149–4159. doi:10.1109/JSTARS.2019.2944779.
  • Olsoy, P. J., N. F. Glenn, P. E. Clark, and D. R. Derryberry. 2014. “Aboveground Total and Green Biomass of Dryland Shrub Derived from Terrestrial Laser Scanning.” ISPRS Journal of Photogrammetry and Remote Sensing 88: 166–173. doi:10.1016/j.isprsjprs.2013.12.006.
  • Otero, V., R. Van De Kerchove, B. Satyanarayana, C. Martínez-espinosa, M. Amir, B. Fisol, M. Rodila, et al. 2018. “Forest Ecology and Management Managing Mangrove Forests from the Sky: Forest Inventory Using Field Data and Unmanned Aerial Vehicle (UAV) Imagery in the Matang Mangrove Forest Reserve, Peninsular Malaysia.” Forest Ecology and Management 411 (2): 35–45. doi:10.1016/j.foreco.2017.12.049.
  • Réjou, M., M. Nicolas, and B. Pierre. 2019. “Upscaling Forest Biomass from Field to Satellite Measurements: Sources of Errors and Ways to Reduce Them.” Surveys in Geophysics 40 (4): 881–911. doi:10.1007/s10712-019-09532-0.
  • Stovall, A. E. L., K. J. Anderson-teixeira, and H. H. Shugart. 2018. “Assessing Terrestrial Laser Scanning for Developing Non-Destructive Biomass Allometry.” Forest Ecology and Management 427: 217–229. doi:10.1016/j.foreco.2018.06.004.
  • Wang, Y., J. Hyyppa, X. Liang, H. Kaartinen, Y. Xiaowei, E. Lindberg, J. Holmgren, et al. 2016. “International Benchmarking of the Individual Tree Detection Methods for Modeling 3-D Canopy Structure for Silviculture and Forest Ecology Using Airborne Laser Scanning.” IEEE Transactions on Geoscience and Remote Sensing 54 (9): 5011–5027. doi:10.1109/TGRS.2016.2543225.
  • Wassihun, A. N., Y. A. Hussin, L. M. Van Leeuwen, and Z. A. Latif. 2019. “Effect of Forest Stand Density on the Estimation of above Ground Biomass/Carbon Stock Using Airborne and Terrestrial LIDAR Derived Tree Parameters in Tropical Rain Forest, Malaysia.” Environmental Systems Research 8 (1): 27. doi:10.1186/s40068-019-0155-z.
  • Yun, T., L. Cao, A. Feng, B. Chen, L. Xue, L. Weizheng, S. Pincebourde, M. J. Smith, and M. P. Eichhorn. 2019. “Simulation of Multi-Platform LiDAR for Assessing Total Leaf Area in Tree Crowns.” Agricultural and Forest Meteorology 276–277: 107610. doi:10.1016/j.agrformet.2019.06.009.

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.