FRPB.PA.77

DETECTION OF DEFORESTATION USING PRISMA HYPERSPECTRAL AND DEEP LEARNING (1D-CNN) IN THE AMAZON FOREST

Rajit Gupta, University of Turku, Finland; Kalle Ruokolainen, Aarhus University, Denmark; Hanna Tuomisto, University of Turku, Aarhus University, Denmark

Session:
FRPB.PA: PRISMA Hyperspectral Data Exploitation II Poster

Track:
Community-Contributed Sessions

Location:
Poster Area 3: Trianti Foyer Left

Presentation Time:
Fri, 12 Jul, 16:20 - 17:20

Session Co-Chairs:
Giorgio Antonino Licciardi, ASI - Italian Space Agency and Davide De Santis, Tor Vergata University Of Rome
Presentation
Discussion
Resources
No resources available.
Session FRPB.PA
FRPB.PA.70: PRISMA SCIENZA PROGRAMME FOR THE HYPERSPECTRAL DATA EXPLOITATION SUPPORTING THE DEVELOPMENT OF THE ITALIAN SCIENTIFIC AND INDUSTRIAL DOWNSTREAM SECTOR
Giorgio Antonino Licciardi, Maria Libera Battagliere, Rocchina Guarini, Maria Girolamo Daraio, Luigi D'Amato, Antonio Montuori, Alessandro Coletta, ASI - Italian Space Agency, Italy
FRPB.PA.71: A MACHINE-LEARNING APPROACH FOR GENERATING SYNTHETIC PRISMA HYPERSPECTRAL IMAGES FROM MULTISPECTRAL DATA
Manilo Monaco, Giorgio Antonino Licciardi, Maria Libera Battagliere, Rocchina Guarini, ASI - Italian Space Agency, Italy; Mario Cimino, Pisa University, Italy; Laura Candela, ASI - Italian Space Agency, Italy
FRPB.PA.72: MONITORING METHANE EMISSIONS FROM LANDFILLS USING PRISMA IMAGERY
Alvise Ferrari, Giovanni Laneve, Valerio Pampanoni, Alejandro Carvajal, Francesco Rossi, Sapienza University, Italy
FRPB.PA.73: ELECTRICAL CONDUCTIVITY AND CALCIUM CARBONATE MAPPING COMBINING PRISMA IMAGERY AND MACHINE LEARNING TECHNIQUES
Najmeh Rasooli, Shahid Bahonar University of Kerman, Iran; Saham Mirzaei, Stefano Pignatti, Consiglio Nazionale delle Ricerche, Italy
FRPB.PA.74: SNOW GRAIN SIZE MAPPING USING PRISMA HYPERSPECTRAL DATA OVER THE SOUTH LHONAK GLACIER
Manmit Kumar Singh, Bhawana Bhawana, Rishikesh Bharti, Indian Institute of Technology Guwahati, India
FRPB.PA.75: ESTIMATION OF SOIL TOTAL NITROGEN USING PRISMA HYPERSPECTRAL IMAGING AND ENSEMBLE LEARNING APPROACHES
Khalil Misbah, Ahmed Laamrani, Abdelghani Chehbouni, Mohammed VI Polytechnic University, Morocco
FRPB.PA.76: EXPLORING METHANE COLUMN ESTIMATION FROM PRISMA DATA
Daniele Settembre, GEO-K s.r.l., Italy; Davide De Santis, Fabio Del Frate, Tor Vergata University of Rome, Italy
FRPB.PA.77: DETECTION OF DEFORESTATION USING PRISMA HYPERSPECTRAL AND DEEP LEARNING (1D-CNN) IN THE AMAZON FOREST
Rajit Gupta, University of Turku, Finland; Kalle Ruokolainen, Aarhus University, Denmark; Hanna Tuomisto, University of Turku, Aarhus University, Denmark
FRPB.PA.78: DEEP NMF AND AUTOENCODER: A COMPARATIVE ANALYSIS FOR HYPERSPECTRAL UNMIXING USING PRISMA REAL IMAGES
Gaetano Settembre, Nicoletta Del Buono, Flavia Esposito, University of Bari Aldo Moro, Italy; Nicolò Taggio, Planetek Italia S.r.l., Italy
Resources
No resources available.