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Conference Agenda

Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).

 
Thu07May
Auditorium
Pine (Meeting Room 2355)
Oak (Meeting Room 2365)
Cypress (Meeting Room 3315)
Rion Ballroom
Grand Ballroom
No specific location / location unknown
7:00am
8:00am
9:00am
10:00am
11:00am
12:00pm
1:00pm
2:00pm
3:00pm
4:00pm
5:00pm
6:00pm
Forest applications with Harmonized Landsat and Sentinel-2 analysis ready data products I
9:50am - 10:50am
Auditorium
Margaret Wooten
Location: Auditorium
Session Chair: Margaret Wooten
In-person Oral Presentation

Harmonized Landsat and Sentinel-2 (HLS) Project Updates

Madhu Sridhar, Christopher Neigh, Pontus Olofsson, Junchang Ju, Qiang Zhou



In-person Oral Presentation

Global uncertainty assessment of vegetation indices from NASA's Harmonized Landsat and Sentinel-2 Project

Qiang Zhou, Christopher Neigh, Junchang Ju, Margaret Wooten, Zhe Zhu, Tomoaki Miura, Petya Campbell, Madhu Sridhar, Bradley Baker, Rodrigo Leite



In-person Oral Presentation

A Time-series-based Image Fusion Algorithm for Harmonizing Landsat and Sentinel-2 Data at 10 m

Kexin Song, Zhe Zhu, Shi Qiu, Pontus Olofsson, Christopher Neigh, Junchang Ju, Qiang Zhou



In-person Oral Presentation

Congo Basin forest monitoring applications with Harmonized Landsat Sentinel 2 data

Matthew Hansen, Zhen Liu, Patrick Amani, Xinyuan Li, Amy Pickens, Tatiana Nana

Forest applications with Harmonized Landsat and Sentinel-2 analysis ready data products II
11:05am - 12:05pm
Auditorium
Madhu Sridhar
Location: Auditorium
Session Chair: Madhu Sridhar
In-person Oral Presentation

Validation of the NASA Harmonized Landsat-Sentinel-2 (HLS) surface reflectance data product against MODIS NBAR

Min Feng, Joseph Sexton, Qiang Zhu, Junchang Ju, Panshi Wang, Amit Angal, Margaret Wooten, Madhu Sridhar, Saurabh Channan, Christopher Neigh



In-person Oral Presentation

Eucalyptus Woodlot Expansion on Croplands in Mecha Woreda, Northwestern Ethiopian Highlands: Insights from Very-High-Resolution and HLS Time-Series Analysis

Woubet Alemu, Christopher Neigh, Margaret Wooten



In-person Oral Presentation

Leveraging NASA’s Harmonized Landsat and Sentinel-2 (HLS) Data and Google Earth Engine (GEE) for Forest Dynamics Monitoring using Continuous Change Detection and Classification (CCDC)

Thuy Trang Vo, Madhu Sridhar, Junchang Ju, Qiang Zhou, Pontus Olofsson, Christopher S.R. Neigh



In-person Oral Presentation

Fire-driven vegetation loss across North American forest zones: attribution of near real-time DIST-ALERT data

Anna Komarova, Amy Pickens, Matthew Hansen, Zhen Song, Alexandra Tyukavina

From canopy to complexity: Advances in understanding forest structure using remote sensing
1:30pm - 2:30pm
Auditorium
Zachary Horve
Location: Auditorium
Session Chair: Zachary Horve
In-person Oral Presentation

Evaluation of Height Changes in Uneven-Aged Spruce–Fir–Beech Forest with Freely Available Nationwide Lidar and Aerial Photogrammetry Data

Anže Martin Pintar, Mitja Skudnik



In-person Oral Presentation

LiDAR Reveals Structurally Similar Canopies at Forest Edges Adjacent to Urban and Agricultural Land Uses

Bowen Li, Zachary Horve, Benjamin McCallister, Brady Hardiman, Suresh Rao, Robert Fahey



In-person Oral Presentation

Towards a unified estimation of forest structural metrics from active remote sensing platforms

Jeff Atkins, Brandon Alveshere, Robert Fahey, Christopher Gough, Carlos Silva, Atticus Stovall



Virtual Oral Presentation

The Global Terrestrial Laser Scanning Database: Understanding Regional Drivers of 3D Tree Architectural Traits

Atticus Stovall, Shukhrat Shokirov, John Armston, Xin Xu, Lisa Patrick Bentley, Kim Calders, Disney Mathias, Lola Fatoyinbo

Assessing map quality, accuracy, and area estimation: implications and applications for biodiversity conservation, climate change mitigation, and financing
2:35pm - 3:35pm
Auditorium
Erik Lindquist
Location: Auditorium
Session Chair: Erik Lindquist
Virtual Oral Presentation

Area Estimation Using Class Probabilities: Advancing Model-Based Approaches for Forest Monitoring

Sytze de Bruin, Nandika Tsendbazar



Virtual Oral Presentation

Map quality assessment to support the appropriate use of large-scale land cover maps

Nandika Tsendbazar, Panpan Xu, Olga Nepomshina, Martin Herold, Sytze de Bruin, Sarah Carter, Clement Bourgoin, Rene Colditz



In-person Oral Presentation

Area estimation and applications for international financial mechanisms and forest conservation

Andreas Vollrath, Erik Lindquist, Marieke Sandker



In-person Oral Presentation

Assessing sampling efficiency: Implications for area estimation and map accuracy assessment

Sergii Skakun

Spaceborne Missions for Forest Science I
9:50am - 10:50am
Pine (Meeting Room 2355)
Eric Guenther
Location: Pine (Meeting Room 2355)
Session Chair: Eric Guenther
In-person Oral Presentation

Characterizing the Effective Footprint Diameter of ICESat-2 when Measuring Canopy

Eric Guenther, Amy Neuenschwander, Lori Magruder, Timothy Goudge



In-person Oral Presentation

Annual Canopy Height Mapping Across the Northeastern US from 2019 to 2024 Using GEDI, Sentinel-1, Sentinel-2, ALOS-2 PALSAR-2, and 3DEP: A Machine Learning Framework for Regional Forest Monitoring

Ghaith Kouki, Bahram Salehi



Virtual Oral Presentation

Four decades of change in tree species composition across the Spanish Iberian Range forests: insights from NFI and Landsat data

Cristina Gómez, Aman Oli, Saioa Munuera, Francisco Rodríguez-Puerta, Laura Hernández-Mateo



In-person Oral Presentation

Atmospheric correction stands on the way in effective use of Landsat and Sentinel-2 image time series for forest inventories

Mait Lang, Allan Sims, Lea Hallik, Oleksandr Borysenko, Andres Kuusk, Matti Mõttus

Spaceborne Missions for Forest Science II
11:05am - 12:05pm
Pine (Meeting Room 2355)
Piotr Wezyk
Location: Pine (Meeting Room 2355)
Session Chair: Piotr Wezyk
Virtual Oral Presentation

Leveraging Planet imagery and LiDAR data for enhanced estimation of wild edible mushroom yield in Mediterranean forests

Tamiru Lemi Kebede, Beatriz Águeda, Anna Barbati, Cristina Gómez



In-person Oral Presentation

Modeling TROPOSIF using PACE EVI and PRI: Seasonal differences in the multivariate relationship

Caleb Harmon, Fred Huemmrich, Randolph Wynne, Valerie Thomas, Rui Cheng



In-person Oral Presentation

Monitoring the Community Level Individual Tree Phenology from Space

Stephanie Bohlman, Gary Doran, Helene Muller-Landau, Sara Beery, Vicente Vasquez, Evan Gora, Patrick Cannon, S. Joseph Wright, John Burley, Antonio Ferraz



In-person Oral Presentation

OpenForest4D-Global Canopy Mapper: A Google Earth Engine web-based application for global forest structure mapping

Cesar Alvites Diaz, Carlos Alberto Silva, Inacio Bueno, Chelsea Scott, Sreeja Krishnamari, Viswanath Nandigam

Industrial Plantation Monitoring and Optimization I
1:30pm - 2:30pm
Pine (Meeting Room 2355)
Jinyi Xia
Location: Pine (Meeting Room 2355)
Session Chair: Jinyi Xia
In-person Oral Presentation

Modeling biomass in loblolly pine plantations using variables from UAV multispectral imagery and SfM point clouds

Jiyeon Kim, Sorin Popescu, Yuhui Weng, Jason Grogan



In-person Oral Presentation

Linking Tree Architecture with Genetics and Management: A Multi-scale Assessment Using Terrestrial and Mobile Laser Scanning in Loblolly Pine (Pinus taeda L.) Trials

Jinyi Xia, Timothy Martin, Alan Sulato de Andrade, Jason Vogel, Ana Paula Dalla Corte, Gary Peter, Inacio Bueno, Jeff Atkins, Matthew Gitzendanner, Giulio Santoro, Kody Brock, Alexander Gaskins, Monique Bohora Schlickmann, Carine Klauberg, Carlos Silva



Virtual Oral Presentation

Operational Use of Mobile Laser Scanning for Estimating Tree Volume in Temperate Hardwood Forests

Bastien Vandendaele, Jean-Romain Roussel, Filip Havreljuk, Murray Woods, Margaret Penner, Richard A. Fournier, Steve Bédard, Jean-François Coté



Virtual Oral Presentation

Scalable Correction and Characterization of Forestry Roads in Ontario Using Single Photon LiDAR and Deep Learning

Hamid Ghanbari, Emmanuelle Baby-Bouchard, Catherine Chagnon, Joao Paulo Czarnecki de Liz, Alexandre Morin-Bernard, Alexis Achim

Industrial Plantation Monitoring and Optimization II
2:35pm - 3:35pm
Pine (Meeting Room 2355)
Veraldo Liesenberg
Location: Pine (Meeting Room 2355)
Session Chair: Veraldo Liesenberg
Virtual Oral Presentation

Potential of GEDI waveform data for plantation forests and natural forests detection

Jing Liu, Shuqi Wu, Long Li, Peiqi Yang



In-person Oral Presentation

Predicting Pinus taeda L. stand volume using Random Forest and hyperspectral data in southern Brazil

Fábio Rodrigues Spiazzi, Veraldo Liesenberg, Marcos Benedito Schimalski, Leonardo Josoé Biffi



In-person Oral Presentation

Using Satellite-Derived Phenology Metrics to Optimize Silvicultural TreatmentTiming

Deborah Ugaldes, Ivan Raigosa-Garcia, Simon Sandoval, Bronson Bullock, Stephen Kinane



In-person Oral Presentation

Monitoring change in softwood plantations using high resolution satellite imagery

David Bruce, Michael Hillman, Grant Pearse

Sampling and Statistical Inference in Forestry I
9:50am - 10:50am
Oak (Meeting Room 2365)
Ryan Carroll
Location: Oak (Meeting Room 2365)
Session Chair: Ryan Carroll
In-person Oral Presentation

Effects of sample plot size on model-assisted estimates of above-ground forest biomass across Europe

Ryan Carroll, Lutz Fehrmann, Christoph Kleinn



In-person Oral Presentation

Characterizing Italian species phenology through Sentinel-2-derived vegetation phenology and productivity products

Elia Vangi, Giovanni D'Amico, Saverio Francini, Costanza Borghi, Gherardo Chirici



In-person Oral Presentation

Bridging GEDI Sampling Gaps: Multimodal Deep Learning for Wall-to-Wall Forest Structural Complexity Mapping

Tiago de Conto, John Armston, Ralph Dubayah



Virtual Oral Presentation

Engineering independent intensity and texture features for sample design, classification, regression, and clustering analyses using principal component analysis and convolution kernels

John Hogland, Jesse Johnson, Fredrick Bunt

Sampling and Statistical Inference in Forestry II
11:05am - 12:05pm
Oak (Meeting Room 2365)
Victor Felix Strimbu
Location: Oak (Meeting Room 2365)
Session Chair: Victor Felix Strimbu
In-person Oral Presentation

GEDI AGBD Calibration and Model-Based Inference in Tropical Forests via Embedding-Aided Spatiotemporal NNGP and Bayesian Regression

Yuchuan Zhou, M. Elizabeth Rodríguez-Ronderos, Kwek Yan Chong, Ankit Sagar, David Taylor, Hao Tang



In-person Oral Presentation

Improving Precision of Stand-Level Estimates in Southern Pine Plantations Using Small Area Estimation

Sheng-I Yang, Qianqian Cao, Phil Radtke, Bronson Bullock, Chad Lincoln, Nate Herring, Scott Hillard



In-person Oral Presentation

Stand effects, not spatial autocorrelation are often the main driver behind underestimating stand-level uncertainty.

Victor Felix Strimbu, Zsofia Koma, Johannes Breidenbach



In-person Oral Presentation

Small-Area Estimation improves FIA estimates in areas of high nonresponse

Bergit Uhran Bailey, Zach Dorminey, Nicholas Nagle, Todd Shroeder

Programming and Data Analysis for Forestry
1:30pm - 2:30pm
Oak (Meeting Room 2365)
Milto Miltiadou
Location: Oak (Meeting Room 2365)
Session Chair: Milto Miltiadou
In-person Oral Presentation

AiDroneTree: A Software for Individual Tree Detection, Inventory, and Biomass Estimation Using UAV Point Cloud

Sina Jarahizadeh, Bahram Salehi



Virtual Oral Presentation

ForestVision: A Universal Framework for Forestry Vision Tasks Based on Strong Foundation Models

Jeroen Van Houtte, Maciej Wielgosz, Stefano Puliti, Rasmus Astrup



In-person Oral Presentation

PlotToSat: A Scalable and Efficient Tool for Generating Sentinel-1 and Sentinel-2 Time-Series Signatures from Distributed Field Plots and Multiple Polygons

Milto Miltiadou, Stuart Grieve, Palome Ruiz-Benito, Edward Pope, Hywel Williams, James Camberlain, Oliver Appleby, Emily R. Lines



Virtual Oral Presentation

treeX: Unsupervised Tree Instance Segmentation in Dense Forest Point Clouds

Josafat-Mattias Burmeister, Andreas Tockner, Stefan Reder, Markus Engel, Rico Richter, Jan-Peter Mund, Jürgen Döllner

Advances in Remote Sensing Technologies V
2:35pm - 3:35pm
Oak (Meeting Room 2365)
Paweł Hawryło
Location: Oak (Meeting Room 2365)
Session Chair: Paweł Hawryło
In-person Oral Presentation

From Crowns to Stands: LiDAR Mapping of Tree Social Status and Stand Structure by a Standardized, Reproducible Approach

Kamil Král, Filip Kratoš, Václav Bubník, Martin Krůček



In-person Oral Presentation

Transparent parametric models as a pathway to reproducible forest volume estimation using NFI and ALS data

Paweł Hawryło, Piotr Janiec, Michal Woda, Jarosław Socha



In-person Oral Presentation

Advancing terrestrial laser scanning for 3D classification of Spanish moss (Tillandsia usneoides L.) using unsupervised, machine learning, and deep learning methods

Alexander J. Gaskins, Jinyi Xia, Inacio T. Bueno, Carlos A. Silva



In-person Oral Presentation

ICESat2VegR: An R Package for NASA's Ice, Cloud, and Elevation Satellite (ICESat-2) Data Analysis for Land and Vegetation Applications.

Carlos Silva

Emerging Trends in Forest Management
9:50am - 10:50am
Cypress (Meeting Room 3315)
Robert Keefe
Location: Cypress (Meeting Room 3315)
Session Chair: Robert Keefe
In-person Oral Presentation

Early success of natural regeneration after gap cuttings in Scots pine stands with varying site preparation methods in northern Finland evaluated using remote sensing and field-based models

Petra Peltola, Matti Maltamo, Lauri Korhonen, Tuukka Poutiainen, Viivi Pääkkönen, Aaron Petty, Fan Yang, Pasi Rautio, Ville Hallikainen, Heli Peltola



In-person Oral Presentation

From 2D to 3D: Transforming Marteloscope Training through Digital Forest

Martin Krůček, Václav Bubník, Kamil Král



In-person Oral Presentation

Is natural forest regeneration always a climate-cooling strategy?

Alibakhshi Sara, C. Cook-Patton Susan, Edouard Davin, Eduardo Eiji Maeda, Miguel Bastos Araújo, Daniel Heinlein, Janne Heiskanen, Petri Pellikka, Zhu Xiaoxiang, W. Crowther Thomas



In-person Oral Presentation

Look up, look down, look all around: lessons learned from recent experiments evaluating real-time data networks to support use of AI for digital transformation in operational forestry

Robert Keefe, Eloise G. Zimbelman, Axel Wall, Ryer Becker

Sustainability Metrics for Forest-Based Industries
11:05am - 12:05pm
Cypress (Meeting Room 3315)
Daniele Marinelli
Location: Cypress (Meeting Room 3315)
Session Chair: Daniele Marinelli
Virtual Oral Presentation

Assessing Risk Uncertainty in Deforestation-Free Supply Chains through Multi-Tiered Remote Sensing Analysis

Juliana Freitas Beyer, Dr. Fatemé Ghafarian, Dr. Melvin Lippe, Dr. Margret Köthke



In-person Oral Presentation

Towards Resilient Carbon Farming: Accounting for Reversal Risks in European Forest Carbon Markets

Daniele Marinelli, Mark Pickering, Guido Ceccherini, Jukka Miettinen, Alessandro Cescatti, Mirco Migliavacca



In-person Oral Presentation

Accounting for Water Assets in the Pagsanjan-Lumban Watershed Using the SEEA-Water Framework

Vanessa Palma-Torres, Alfie Torres, Cristino Tiburan Jr, Canesio Predo, Asa Jose Sajise, Juan Pulhin, Margaret Calderon



In-person Oral Presentation

High-resolution global forest typology and natural forest identification in support of sustainability initiatives

Maxim Neumann, Anton Raichuk, Matthew Overlan, Melanie Rey, Michelangelo Conserva, Ravi Rajakumar, Linus Scheibenreif, Yuchang Jiang, Michelle Sims, Radost Stanimirova, Sarah Carter, Elizabeth Goldman, Peter Potapov, Myroslava Lesiv, Steffen Fritz, Nick Clinton, Charlotte Stanton, Dan Morris, Drew Purves

Policy and Decision-Making Support
1:30pm - 2:30pm
Cypress (Meeting Room 3315)
Jamis Bruening
Location: Cypress (Meeting Room 3315)
Session Chair: Jamis Bruening
Virtual Oral Presentation

From Spatial Analysis to Decisions: Modelling and Mapping Mangrove Forest Restoration Potential in Coastal Africa

Diress Tsegaye, Jonathan Rizzi, Ulrike Bayr, Misganu Debella-Gilo, Richard Adade, Denis Aheto, Belachew Gizachew



In-person Oral Presentation

From Land Cover to Land Use: A Remote Sensing–Based Map of Forest Area in Europe

Daniele Marinelli, Guido Ceccherini, Alessandro Cescatti



In-person Oral Presentation

U.S. mature and old-growth forest mapping, ownership, and land use

Jamis Bruening, Luke Wertis, Ralph Dubayah



In-person Oral Presentation

Mapping and Characterizing High Conservation Value Forests in the Polish Carpathians Using Multi-Source Remote Sensing

Ewa M. Grabska, William S. Keeton

Stakeholder Engagement in Forest Management
2:35pm - 3:35pm
Cypress (Meeting Room 3315)
Peder Nelson
Location: Cypress (Meeting Room 3315)
Session Chair: Peder Nelson
In-person Oral Presentation

Augmented Reality in Forestry: A Strategic Tool for Operational Efficiency, Safety, and Asset Optimization

Bert-Ola Eriksson



Virtual Oral Presentation

Bridging Research and Application: A Framework for Remote Sensing in Forestry

Lars Waser, Nataliia Rehush, Krzysztof Stereńczak, Mirela Beloiu Schwenke



In-person Oral Presentation

Geospatial Valuation of the Intangible: Mapping Cultural Ecosystem Service Hotspots Based on Tourists Perceptions in the Mount Makiling Forest Reserve ASEAN Heritage Park

Mae Belen Putian, Canesio Predo, Racelis Diomedes, Rogelio Andrada II, Margaret Calderon



In-person Oral Presentation

Participatory Remote Sensing in support of global forest monitoring

Peder Nelson

Announcements
8:30am - 8:45am
Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Location: Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Why Remote Sensing Is so Hard - And What Forestry Teaches Us
8:45am - 9:45am
Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Joanne White
Location: Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Session Chair: Joanne White
What is the value of satellite imagery? – The impact of Earth Observation programs on forest applications
9:50am - 10:50am
Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Yury Shafirin
Location: Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Session Chair: Yury Shafirin
In-person Oral Presentation

IMPROVING FOREST DISTURBANCE DETECTION TECHNIQUES USING LANDSAT SATELLITE IMAGERY

Yury Shafirin



Virtual Oral Presentation

Global Earth observation-based maps of annual greenhouse gas fluxes from land

David GIbbs, Melissa Rose, Erin Glen, Angela Scafidi, Nancy Harris



Virtual Oral Presentation

Imagery Into Action: Indigenous Remote Sensing for Territorial Security and Climate Resilience

Cameron Ellis



In-person Oral Presentation

The impact of available satellite imagery on national monitoring and reporting capacity

Erik Lindquist, Marieke Sandker, Naila Yasmin, Andreas Vollrath

New frontiers in forest biomass mapping with low-frequency SAR satellites
11:05am - 12:05pm
Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Maciej J. Soja
Location: Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Session Chair: Maciej J. Soja
In-person Oral Presentation

Forest disturbance analysis of BIOMASS time-series in the Brazilian Amazon: comparison with Sentinel-1 and Sentinel-2 missions

Marta Bottani, Laurent Ferro-Famil, Stéphane Mermoz, Juan Doblas, Thuy Le Toan, Thierry Koleck



Virtual Oral Presentation

First demonstration of spaceborne L-band bistatic InSAR from China's Lutan-1 for forest height and AGBD mapping

Yang Lei, Weiliang Li, Ya Gao



In-person Oral Presentation

ESA's BIOMASS mission: a new frontier in forest biomass mapping with P-band SAR

Maciej J. Soja, Francesco Banda, Klaus Scipal



In-person Oral Presentation

A Study on High-Resolution Forest Aboveground Biomass Estimation at the National Scale

Takeo Tadono, Tomoya Kodama, Akito Kawamura, Osamu Ochiai

Applications of NASA’s hyperspectral PACE mission: New insights for ecosystem science
1:30pm - 2:30pm
Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Karl Huemmrich
Location: Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Session Chair: Karl Huemmrich
Virtual Oral Presentation

A cloud-based toolkit for accessing hyperspectral data from NASA's PACE mission

Emil Cherrington, Kelsey Herndon, Morgaine McKibben, Africa Flores-Anderson, Eric Anderson



In-person Oral Presentation

PACE Terrestrial Products – a New View of Forest Distributions, Phenology, and Function

Karl Huemmrich, Skye Caplan, Morgaine McKibben



In-person Oral Presentation

Land in living color: Terrestrial applications from PACE, NASA’s new global, hyperspectral satellite mission

Morgaine McKibben, Skye Caplan



In-person Oral Presentation

Terrestrial Remote Sensing with the Ocean Color Instrument

Skye Caplan, Karl F. Huemmrich, Morgaine McKibben

Beyond the flames: Advancing wildfire science and management with spaceborne LiDAR
2:35pm - 3:35pm
Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Christopher Hakkenberg
Location: Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Session Chair: Christopher Hakkenberg
In-person Oral Presentation

Modeling Future Ecosystem Dynamics under Changing Fire Regimes in California

Liling Chang, Shaoqing Liu, Alexander Antonarakis, Marcos Longo, Hao Tang, John Armston, Ralph Dubayah, Paul Moorcroft



In-person Oral Presentation

Post-Fire Forest Structure and Carnivore Habitat: Improving GEDI-Fusion Products for Canada Lynx Conservation

Jody Vogeler, Patrick Fekety, Austin Smith, Joe Holbrook, John Squires, Orion Cardenas-Ritzert, Kerri Vierling



In-person Oral Presentation

The fire triangle revisited: using continuous GEDI fuel structure to partition variance among drivers

Christopher Hakkenberg, Matthew Clark, Patrick Burns, Scott Goetz



In-person Oral Presentation

Lidar-based multi-layer fuel loads assessments: from drones to satellites

Inacio Bueno, Carlos Silva, Francisco Mauro, Andrew Hudak, Eben Broadbent, Andres Susaeta, Jason Vogel, Russell Parsons, Inga La Puma, Michael Campbell, Jeff Atkins, Carine Klauberg

Closing Plenary and ForestSAT 2028
3:50pm - 4:50pm
Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Location: Rion Ballroom
If you are a presenter for this session, please use the presenter link sent to your email.
Morning Breakfast
7:30am - 8:30am
Grand Ballroom
Location: Grand Ballroom
Lunch
12:05pm - 1:30pm
Grand Ballroom
Location: Grand Ballroom
Morning Break Refreshments
10:50am - 11:05am
Afternoon Break Refreshments
3:35pm - 3:50pm