Citations (60)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (8)
Matthew J. Sumnall, Timothy J. Albaugh, David R. Carter, Rachel L. Cook, W. Cully Hession, Otávio C. Campoe, Rafael A. Rubilar, Randolph H. Wynne & Valerie A. Thomas. (2023) Estimation of individual stem volume and diameter from segmented UAV laser scanning datasets in Pinus taeda L. plantations. International Journal of Remote Sensing 44:1, pages 217-247.
Read now
Read now
Joanne C. White, Nicholas C. Coops, Michael A. Wulder, Mikko Vastaranta, Thomas Hilker & Piotr Tompalski. (2016) Remote Sensing Technologies for Enhancing Forest Inventories: A Review. Canadian Journal of Remote Sensing 42:5, pages 619-641.
Read now
Read now
Oumer S. Ahmed, Steven E. Franklin & Michael A. Wulder. (2014) Interpretation of forest disturbance using a time series of Landsat imagery and canopy structure from airborne lidar. Canadian Journal of Remote Sensing 39:6, pages 521-542.
Read now
Read now
Brice Mora, MichaelA. Wulder, GeordieW. Hobart, JoanneC. White, ChristopherW. Bater, FrancoisA. Gougeon, Andrés Varhola & NicholasC. Coops. (2013) Forest inventory stand height estimates from very high spatial resolution satellite imagery calibrated with lidar plots. International Journal of Remote Sensing 34:12, pages 4406-4424.
Read now
Read now
Connie Ko, Gunho Sohn & Tarmo K. Remmel. (2013) Tree genera classification with geometric features from high-density airborne LiDAR. Canadian Journal of Remote Sensing 39:sup1, pages S73-S85.
Read now
Read now
Gang Chen, Kaiguang Zhao, GregoryJ. McDermid & GeoffreyJ. Hay. (2012) The influence of sampling density on geographically weighted regression: a case study using forest canopy height and optical data. International Journal of Remote Sensing 33:9, pages 2909-2924.
Read now
Read now
David A Lutz, Robert A Washington-Allen & Herman H Shugart. (2008) Remote sensing of boreal forest biophysical and inventory parameters: a review. Canadian Journal of Remote Sensing 34:sup2, pages S286-S313.
Read now
Read now
. (2008) Full Issue in PDF / Numéro complet enform PDF. Canadian Journal of Remote Sensing 34:sup2, pages ii-S484.
Read now
Read now
Articles from other publishers (52)
Fabian Ewald Fassnacht, Joanne C White, Michael A Wulder & Erik Næsset. (2023) Remote sensing in forestry: current challenges, considerations and directions. Forestry: An International Journal of Forest Research.
Crossref
Crossref
Lonesome Malambo, Sorin C. Popescu, Jim Rakestraw, Nian-Wei Ku & Tunde A. Owoola. (2023) Regional Stem Volume Mapping: A Feasibility Assessment of Scaling Tree-Level Estimates. Forests 14:3, pages 506.
Crossref
Crossref
Heather Grybas & Russell G. Congalton. (2022) Evaluating the Impacts of Flying Height and Forward Overlap on Tree Height Estimates Using Unmanned Aerial Systems. Forests 13:9, pages 1462.
Crossref
Crossref
Shinjita Das, Qian (Chayn) Sun & Heng Zhou. (2022) GeoAI to implement an individual tree inventory: Framework and application of heat mitigation. Urban Forestry & Urban Greening 74, pages 127634.
Crossref
Crossref
René Hellmuth. (2022) Update approaches and methods for digital building models – literature review. Journal of Information Technology in Construction 27, pages 191-222.
Crossref
Crossref
Chiara Torresan, Sebastiaan Luyssaert, Gianluca Filippa, Mohammad Imangholiloo & Rachel Gaulton. 2022. Climate-Smart Forestry in Mountain Regions. Climate-Smart Forestry in Mountain Regions
399
433
.
Marsel Vagizov R.Eugenie Istomin P.Valerie Miheev L.Artem Potapov P.Natalya Yagotinceva V.. (2021) Visual Digital Forest Model Based on a Remote Sensing Data and Forest Inventory Data. Remote Sensing 13:20, pages 4092.
Crossref
Crossref
Luiza Tymińska- Czabańska, Jarosław Socha, Paweł Hawryło, Radomir Bałazy, Mariusz Ciesielski, Ewa Grabska-Szwagrzyk & Paweł Netzel. (2021) Weather-sensitive height growth modelling of Norway spruce using repeated airborne laser scanning data. Agricultural and Forest Meteorology 308-309, pages 108568.
Crossref
Crossref
Tristan R.H. GoodbodyNicholas C. CoopsJoan E. LutherPiotr TompalskiChristopher MulverhillCatherine FrizzleRichard FournierShane FurzeSam Herniman. (2021) Airborne laser scanning for quantifying criteria and indicators of sustainable forest management in Canada. Canadian Journal of Forest Research 51:7, pages 972-985.
Crossref
Crossref
Yuan Sun, Xiuyun Lin, Yulin Gong, Jiawen Jiang, Yanli ZhangXiaorong Wen. (2021) Multi-station LiDAR scanning-based hierarchical features for generation of an allometric stem volume model. Journal of Applied Remote Sensing 15:02.
Crossref
Crossref
Jordan Steven Bates, Carsten Montzka, Marius Schmidt & François Jonard. (2021) Estimating Canopy Density Parameters Time-Series for Winter Wheat Using UAS Mounted LiDAR. Remote Sensing 13:4, pages 710.
Crossref
Crossref
Valery Fomin, Natalya Ivanova & Anna Mikhailovich. (2020) Genetic Forest Typology as a Scientific and Methodological Basis for Environmental Studies and Forest Management. IOP Conference Series: Earth and Environmental Science 609:1, pages 012044.
Crossref
Crossref
Tristan R.H. Goodbody, Piotr Tompalski, Nicholas C. Coops, Chris Hopkinson, Paul Treitz & Karin van Ewijk. (2020) Forest Inventory and Diversity Attribute Modelling Using Structural and Intensity Metrics from Multi-Spectral Airborne Laser Scanning Data. Remote Sensing 12:13, pages 2109.
Crossref
Crossref
Chen Shang, Nicholas C. Coops, Michael A. Wulder, Joanne C. White & Txomin Hermosilla. (2020) Update and spatial extension of strategic forest inventories using time series remote sensing and modeling. International Journal of Applied Earth Observation and Geoinformation 84, pages 101956.
Crossref
Crossref
Radomir Bałazy, Agnieszka Kamińska, Mariusz Ciesielski, Jarosław Socha & Marcin Pierzchalski. (2019) Modeling the Effect of Environmental and Topographic Variables Affecting the Height Increment of Norway Spruce Stands in Mountainous Conditions with the Use of LiDAR Data. Remote Sensing 11:20, pages 2407.
Crossref
Crossref
Hongliang Fang, Frédéric Baret, Stephen Plummer & Gabriela Schaepman‐Strub. (2019) An Overview of Global Leaf Area Index (LAI): Methods, Products, Validation, and Applications. Reviews of Geophysics 57:3, pages 739-799.
Crossref
Crossref
Siqi Li, Lindi J. Quackenbush & Jungho Im. (2019) Airborne Lidar Sampling Strategies to Enhance Forest Aboveground Biomass Estimation from Landsat Imagery. Remote Sensing 11:16, pages 1906.
Crossref
Crossref
Tristan R. H. Goodbody, Nicholas C. Coops & Joanne C. White. (2019) Digital Aerial Photogrammetry for Updating Area-Based Forest Inventories: A Review of Opportunities, Challenges, and Future Directions. Current Forestry Reports 5:2, pages 55-75.
Crossref
Crossref
Margarita Huesca, Keely L. Roth, Mariano García & Susan L. Ustin. (2019) Discrimination of Canopy Structural Types in the Sierra Nevada Mountains in Central California. Remote Sensing 11:9, pages 1100.
Crossref
Crossref
Mingbo Liu, Chunxiang Cao, Yongfeng Dang & Xiliang Ni. (2019) Mapping Forest Canopy Height in Mountainous Areas Using ZiYuan-3 Stereo Images and Landsat Data. Forests 10:2, pages 105.
Crossref
Crossref
Tristan Goodbody, Nicholas Coops, Txomin Hermosilla, Piotr Tompalski & Gaetan Pelletier. (2018) Vegetation Phenology Driving Error Variation in Digital Aerial Photogrammetrically Derived Terrain Models. Remote Sensing 10:10, pages 1554.
Crossref
Crossref
Yasumasa Hirata, Naoyuki Furuya, Hideki Saito, Chealy Pak, Chivin Leng, Heng Sokh, Vuthy Ma, Tsuyoshi Kajisa, Tetsuji Ota & Nobuya Mizoue. (2018) Object-Based Mapping of Aboveground Biomass in Tropical Forests Using LiDAR and Very-High-Spatial-Resolution Satellite Data. Remote Sensing 10:3, pages 438.
Crossref
Crossref
Zhenfeng Shao, Linjing Zhang & Lei Wang. (2017) Stacked Sparse Autoencoder Modeling Using the Synergy of Airborne LiDAR and Satellite Optical and SAR Data to Map Forest Above-Ground Biomass. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10:12, pages 5569-5582.
Crossref
Crossref
Jarosław Socha, Marcin Pierzchalski, Radomir Bałazy & Mariusz Ciesielski. (2017) Modelling top height growth and site index using repeated laser scanning data. Forest Ecology and Management 406, pages 307-317.
Crossref
Crossref
Elias Symeonakis, Peter A. Caccetta, Jeremy F. Wallace, Eva Arnau‐Rosalen, Adolfo Calvo‐Cases & Sotirios Koukoulas. (2015) Multi‐temporal Forest Cover Change and Forest Density Trend Detection in a Mediterranean Environment. Land Degradation & Development 28:4, pages 1188-1198.
Crossref
Crossref
Tristan R.H. Goodbody, Nicholas C. Coops, Peter L. Marshall, Piotr Tompalski & Patrick Crawford. (2017) Unmanned aerial systems for precision forest inventory purposes: A review and case study. The Forestry Chronicle 93:01, pages 71-81.
Crossref
Crossref
Connie Ko & Tarmo K. Remmel. 2017. Mapping Forest Landscape Patterns. Mapping Forest Landscape Patterns
147
185
.
Matthew C. Hansen, Peter V. Potapov, Scott J. Goetz, Svetlana Turubanova, Alexandra Tyukavina, Alexander Krylov, Anil Kommareddy & Alexey Egorov. (2016) Mapping tree height distributions in Sub-Saharan Africa using Landsat 7 and 8 data. Remote Sensing of Environment 185, pages 221-232.
Crossref
Crossref
Margarita Huesca, Mariano García, Keely L. Roth, Angeles Casas & Susan L. Ustin. (2016) Canopy structural attributes derived from AVIRIS imaging spectroscopy data in a mixed broadleaf/conifer forest. Remote Sensing of Environment 182, pages 208-226.
Crossref
Crossref
Oumer S. Ahmed, Steven E. Franklin, Michael A. Wulder & Joanne C. White. (2016) Extending Airborne Lidar-Derived Estimates of Forest Canopy Cover and Height Over Large Areas Using kNN With Landsat Time Series Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9:8, pages 3489-3496.
Crossref
Crossref
Harold S.J. Zald, Michael A. Wulder, Joanne C. White, Thomas Hilker, Txomin Hermosilla, Geordie W. Hobart & Nicholas C. Coops. (2016) Integrating Landsat pixel composites and change metrics with lidar plots to predictively map forest structure and aboveground biomass in Saskatchewan, Canada. Remote Sensing of Environment 176, pages 188-201.
Crossref
Crossref
Piotr Tompalski, Nicholas Coops, Joanne White & Michael Wulder. (2015) Enriching ALS-Derived Area-Based Estimates of Volume through Tree-Level Downscaling. Forests 6:12, pages 2608-2630.
Crossref
Crossref
Oumer S. Ahmed, Steven E. Franklin, Michael A. Wulder & Joanne C. White. (2015) Characterizing stand-level forest canopy cover and height using Landsat time series, samples of airborne LiDAR, and the Random Forest algorithm. ISPRS Journal of Photogrammetry and Remote Sensing 101, pages 89-101.
Crossref
Crossref
P. W. WestP. W. West. 2015. Tree and Forest Measurement. Tree and Forest Measurement
145
163
.
Tetsuji Ota, Oumer Ahmed, Steven Franklin, Michael Wulder, Tsuyoshi Kajisa, Nobuya Mizoue, Shigejiro Yoshida, Gen Takao, Yasumasa Hirata, Naoyuki Furuya, Takio Sano, Sokh Heng & Ma Vuthy. (2014) Estimation of Airborne Lidar-Derived Tropical Forest Canopy Height Using Landsat Time Series in Cambodia. Remote Sensing 6:11, pages 10750-10772.
Crossref
Crossref
Oumer S. Ahmed, Steven E. Franklin & Michael A. Wulder. (2014) Integration of Lidar and Landsat Data to Estimate Forest Canopy Cover in Coastal British Columbia. Photogrammetric Engineering & Remote Sensing 80:10, pages 953-961.
Crossref
Crossref
Piotr Tompalski, Nicholas C. Coops, Joanne C. White & Michael A. Wulder. (2014) Simulating the impacts of error in species and height upon tree volume derived from airborne laser scanning data. Forest Ecology and Management 327, pages 167-177.
Crossref
Crossref
Gang Chen, Michael A. Wulder, Joanne C. White, Thomas Hilker & Nicholas C. Coops. (2012) Lidar calibration and validation for geometric-optical modeling with Landsat imagery. Remote Sensing of Environment 124, pages 384-393.
Crossref
Crossref
Michael A. Wulder, Joanne C. White, Ross F. Nelson, Erik Næsset, Hans Ole Ørka, Nicholas C. Coops, Thomas Hilker, Christopher W. Bater & Terje Gobakken. (2012) Lidar sampling for large-area forest characterization: A review. Remote Sensing of Environment 121, pages 196-209.
Crossref
Crossref
Gang Chen, Geoffrey J. Hay & Benoît St-Onge. (2012) A GEOBIA framework to estimate forest parameters from lidar transects, Quickbird imagery and machine learning: A case study in Quebec, Canada. International Journal of Applied Earth Observation and Geoinformation 15, pages 28-37.
Crossref
Crossref
Olivier W. Tsui, Nicholas C. Coops, Michael A. Wulder, Peter L. Marshall & Adrian McCardle. (2012) Using multi-frequency radar and discrete-return LiDAR measurements to estimate above-ground biomass and biomass components in a coastal temperate forest. ISPRS Journal of Photogrammetry and Remote Sensing 69, pages 121-133.
Crossref
Crossref
Takeshi Sasaki. (2012) Estimation of forest stand structures using airborne LiDAR. Landscape Ecology and Management 17:2, pages 43-55.
Crossref
Crossref
Jordan Golinkoff, Mark Hanus & Jennifer Carah. (2011) The use of airborne laser scanning to develop a pixel-based stratification for a verified carbon offset project. Carbon Balance and Management 6:1.
Crossref
Crossref
MATIEU HENRY, DANAE MANIATIS, VINCENT GITZ, DAVID HUBERMAN & RICCARDO VALENTINI. (2011) Implementation of REDD+ in sub-Saharan Africa: state of knowledge, challenges and opportunities. Environment and Development Economics 16:4, pages 381-404.
Crossref
Crossref
Gang Chen & Geoffrey J. Hay. (2011) A Support Vector Regression Approach to Estimate Forest Biophysical Parameters at the Object Level Using Airborne Lidar Transects and QuickBird Data. Photogrammetric Engineering & Remote Sensing 77:7, pages 733-741.
Crossref
Crossref
Gang Chen & Geoffrey J. Hay. (2011) An airborne lidar sampling strategy to model forest canopy height from Quickbird imagery and GEOBIA. Remote Sensing of Environment 115:6, pages 1532-1542.
Crossref
Crossref
Martin van Leeuwen & Maarten Nieuwenhuis. (2010) Retrieval of forest structural parameters using LiDAR remote sensing. European Journal of Forest Research 129:4, pages 749-770.
Crossref
Crossref
Gang Chen, Geoffrey J. Hay & Yanlian Zhou. (2010) Estimation of forest height, biomass and volume using support vector regression and segmentation from lidar transects and Quickbird imagery. Estimation of forest height, biomass and volume using support vector regression and segmentation from lidar transects and Quickbird imagery.
Joshua R. Ben-Arie, Geoffrey J. Hay, Ryan P. Powers, Guillermo Castilla & Benoît St-Onge. (2009) Development of a pit filling algorithm for LiDAR canopy height models. Computers & Geosciences 35:9, pages 1940-1949.
Crossref
Crossref
K. M. Bergen, S. J. Goetz, R. O. Dubayah, G. M. Henebry, C. T. Hunsaker, M. L. Imhoff, R. F. Nelson, G. G. Parker & V. C. Radeloff. (2009) Remote sensing of vegetation 3-D structure for biodiversity and habitat: Review and implications for lidar and radar spaceborne missions. Journal of Geophysical Research: Biogeosciences 114:G2, pages n/a-n/a.
Crossref
Crossref
Masato KATOH & Joji IISAKA. (2009) Forest cover type classification at Mt. Asama using ALOS fully Polarimetric PALSAR data, in Nagano prefecture, central Japan. Journal of the Japan society of photogrammetry and remote sensing 48:3, pages 188-194.
Crossref
Crossref
Wen Zhang, Baoxin Hu, Linhai Jing, Murray E. Woods & Paul Courville. (2008) Automatic Forest Species Classification using Combined LIDAR Data and Optical Imagery. Automatic Forest Species Classification using Combined LIDAR Data and Optical Imagery.