TH2.R18.4
EXPLAINABLE UNSUPERVISED METHODS FOR FOREST FIRE DETECTION
Chandrabali Karmakar, Arnab Bhowmik, Corneliu Octavian Dumitru, Jakob Gawlikowski, Shivam Goyal, German Aerospace Center, Germany; Mihai Datcu, CEOSpaceTech, University POLITEHNICA of Bucharest (UPB), Romania
Session:
TH2.R18: Remote sensing for generating robust datasets for forest health assessment and management planning (2/3) Oral
Track:
Community Contributed Themes
Location:
Monroe
Presentation Time:
Thursday, 13 August, 11:45 - 12:00
Session Co-Chairs:
Pulakesh Das, University of Maine and Petya Campbell, University of Maryland Baltimore County
Presentation
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Session TH2.R18
TH2.R18.1: Multi-Season Deciduous Forest Canopy Chlorophyll from Planet and HLS Evaluated with Field Measurements
Petya Campbell, University of Maryland Baltimore County, United States; William Wagner, National Aeronautics and Space Administration, United States; K. Fred Huemmrich, University of Maryland Baltimore County, United States; Christopher Neigh, Margaret Wooten, National Aeronautics and Space Administration, United States; Petr Lukes, Czech Academy of Science, Czech Republic; Jana Albrechtova, Charles University in Prague, Czech Republic; Sean McMahon, Smithsonian Environmental Research Center, United States
TH2.R18.2: A MULTI-SOURCE REMOTE SENSING FRAMEWORK FOR MODELLING EASTERN WHITE PINE HEALTH
Garima Yadav, Parinaz Rahimzadeh-Bajgiran, Pulakesh Das, William Livingston, University of Maine, United States; Cameron D McIntire, USDA Forest Service, United States; Aaron Bergdahl, Maine Forest Service (MFS), United States
TH2.R18.3: DOES SUPERPIXEL QUALITY MATTER FOR RELIABLE CITIZEN SCIENCE DATA?
Hugo Resende, Universidade Federal de São Paulo, Brazil; Isabela Borlido, Victor Sundermann, Pontifı́cia Universidade Católica de Minas Gerais, Brazil; Eduardo B. Neto, University of Campinas, Brazil; Silvio Jamil F. Guimarães, Pontifı́cia Universidade Católica de Minas Gerais, Brazil; Fabio A. Faria, Universidade de Lisboa, Portugal; Álvaro L. Fazenda, Universidade Federal de São Paulo, Brazil
TH2.R18.4: EXPLAINABLE UNSUPERVISED METHODS FOR FOREST FIRE DETECTION
Chandrabali Karmakar, Arnab Bhowmik, Corneliu Octavian Dumitru, Jakob Gawlikowski, Shivam Goyal, German Aerospace Center, Germany; Mihai Datcu, CEOSpaceTech, University POLITEHNICA of Bucharest (UPB), Romania
TH2.R18.5: CHARACTERIZING THE SPREAD OF RAPID OHIA DEATH USING SENTINEL-1, ALPHAEARTH, AND DEEP LEARNING
Benjamin Atkinson, Christopher O’Neill, Sepideh Jalayer, Zhongying Wang, Sean Peters, Morteza Karimzadeh, University of Colorado Boulder, United States
Resources
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