TROPICAL FOREST CANOPY STRUCTURE AND CHANGE ASSESSMENT USING LANDSAT, GEDI, AND AIRBORNE LIDAR DATA

被引:0
作者
Potapov, Peter [1 ]
Li, Xinyuan [1 ]
Hernandez-Serna, Andres [1 ]
Turubanova, Svetlana [1 ]
Tyukavina, Alexandra [1 ]
Hansen, Matthew C. [1 ]
Tang, Hao [1 ]
Quyen Hanh Nguyen [2 ]
机构
[1] Univ Maryland, Dept Geog Sci, College Pk, MD 20742 USA
[2] SERVIR Mekong, Bangkok, Thailand
来源
2021 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM IGARSS | 2021年
关键词
forest height; canopy cover; forest monitoring; time-series; GEDI; Landsat; lidar; HEIGHT;
D O I
10.1109/IGARSS47720.2021.9554814
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Spatiotemporally consistent multidecadal data on forest extent and structure is the key for quantifying carbon storage, GHG emissions, degradation, and recovery of tropical forests. Consistently processed long-term Landsat data record is the only tool that enables such capacity. Here, we prototyped regional-level 2000-2019 forest structure monitoring and pantropical forest structure mapping for the year 2019 through the integration of the Landsat analysis-ready data with airborne lidar and Global Ecosystem Dynamics Investigation (GEDI) data. The presented approach can support the data needs of many global, regional, and national climate change mitigation and sustainable development initiatives.
引用
收藏
页码:666 / 669
页数:4
相关论文
共 12 条
[1]   NASA Goddard's LiDAR, Hyperspectral and Thermal (G-LiHT) Airborne Imager [J].
Cook, Bruce D. ;
Corp, Lawrence A. ;
Nelson, Ross F. ;
Middleton, Elizabeth M. ;
Morton, Douglas C. ;
McCorkel, Joel T. ;
Masek, Jeffrey G. ;
Ranson, Kenneth J. ;
Vuong Ly ;
Montesano, Paul M. .
REMOTE SENSING, 2013, 5 (08) :4045-4066
[2]   The Global Ecosystem Dynamics Investigation: High-resolution laser ranging of the Earth's forests and topography [J].
Dubayah, Ralph ;
Blair, James Bryan ;
Goetz, Scott ;
Fatoyinbo, Lola ;
Hansen, Matthew ;
Healey, Sean ;
Hofton, Michelle ;
Hurtt, George ;
Kellner, James ;
Luthcke, Scott ;
Armston, John ;
Tang, Hao ;
Duncanson, Laura ;
Hancock, Steven ;
Jantz, Patrick ;
Marselis, Suzanne ;
Patterson, Paul L. ;
Qi, Wenlu ;
Silva, Carlos .
SCIENCE OF REMOTE SENSING, 2020, 1
[3]  
Hansen MC, 2013, SCIENCE, V342, P850, DOI [10.1126/science.1244693, 10.1126/science.1215904]
[4]   Mapping tree height distributions in Sub-Saharan Africa using Landsat 7 and 8 data [J].
Hansen, Matthew C. ;
Potapov, Peter V. ;
Goetz, Scott J. ;
Turubanova, Svetlana ;
Tyukavina, Alexandra ;
Krylov, Alexander ;
Kommareddy, Anil ;
Egorov, Alexey .
REMOTE SENSING OF ENVIRONMENT, 2016, 185 :221-232
[5]   Large-area mapping of Canadian boreal forest cover, height, biomass and other structural attributes using Landsat composites and lidar plots [J].
Matasci, Giona ;
Hermosilla, Txomin ;
Wulder, Michael A. ;
White, Joanne C. ;
Coops, Nicholas C. ;
Hobart, Geordie W. ;
Zald, Harold S. J. .
REMOTE SENSING OF ENVIRONMENT, 2018, 209 :90-106
[6]   Annual continuous fields of woody vegetation structure in the Lower Mekong region from 2000-2017 Landsat time-series [J].
Potapov, P. ;
Tyukavina, A. ;
Turubanova, S. ;
Talero, Y. ;
Hernandez-Serna, A. ;
Hansen, M. C. ;
Saah, D. ;
Tenneson, K. ;
Poortinga, A. ;
Aekakkararungroj, A. ;
Chishtie, F. ;
Towashiraporn, P. ;
Bhandari, B. ;
Aung, K. S. ;
Nguyen, Q. H. .
REMOTE SENSING OF ENVIRONMENT, 2019, 232
[7]   Mapping global forest canopy height through integration of GEDI and Landsat data [J].
Potapov, Peter ;
Li, Xinyuan ;
Hernandez-Serna, Andres ;
Tyukavina, Alexandra ;
Hansen, Matthew C. ;
Kommareddy, Anil ;
Pickens, Amy ;
Turubanova, Svetlana ;
Tang, Hao ;
Silva, Carlos Edibaldo ;
Armston, John ;
Dubayah, Ralph ;
Blair, J. Bryan ;
Hofton, Michelle .
REMOTE SENSING OF ENVIRONMENT, 2021, 253
[8]   Landsat Analysis Ready Data for Global Land Cover and Land Cover Change Mapping [J].
Potapov, Peter ;
Hansen, Matthew C. ;
Kommareddy, Indrani ;
Kommareddy, Anil ;
Turubanova, Svetlana ;
Pickens, Amy ;
Adusei, Bernard ;
Tyukavina, Alexandra ;
Ying, Qing .
REMOTE SENSING, 2020, 12 (03)
[9]   Mapping forest canopy height globally with spaceborne lidar [J].
Simard, Marc ;
Pinto, Naiara ;
Fisher, Joshua B. ;
Baccini, Alessandro .
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2011, 116
[10]  
TERN AusCover, Airborne LiDAR, Australian field sites