Michele Dalponte

53 papers C 13Journal 36Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Effect of DEM Used for Terrain Correction on Forest Windthrow Detection Using COSMO SkyMed Data.
Remote. Sens.
Michele Dalponte, Daniele Marinelli, Yady Tatiana Solano Correa
2024 C conf
Exploring the Detection of Bark Beetle Attacks in Norway Spruce Forests in Sentinel-1 Image Time Series.
IGARSS
Michele Dalponte, Riccardo Sassi, Damiano Gianelle, Lorenzo Bruzzone, Daniele Marinelli
2023 J jnl
Automated Machine Learning Driven Stacked Ensemble Modeling for Forest Aboveground Biomass Prediction Using Multitemporal Sentinel-2 Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Parth Naik, Michele Dalponte, Lorenzo Bruzzone
2023 C conf
Individual Tree Crown Delineation and Biomass Estimation from LiDAR Data in Gorgona Island, Colombia.
IGARSS
Yady Tatiana Solano Correa, Yineth Viviana Camacho-De Angulo, Fernando Oviedo-Barrero, Michele Dalponte, Edgar Leonairo Pencue-Fierro
2023 C conf
Windthrows Detection With Satellite Remote Sensing Data: A Comparison Among Sentinel-2, Planet, And Cosmo Sky-Med Data.
IGARSS
Michele Dalponte, Yady Tatiana Solano Correa, Daniele Marinelli, Damiano Gianelle
2022 J jnl
Detection of heartwood rot in Norway spruce trees with lidar and multi-temporal satellite data.
Int. J. Appl. Earth Obs. Geoinformation
Michele Dalponte, Yady Tatiana Solano Correa, Hans Ole Ørka, Terje Gobakken, Erik Næsset
2022 J jnl
Generative Feature Extraction From Sentinel 1 and 2 Data for Prediction of Forest Aboveground Biomass in the Italian Alps.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Parth Naik, Michele Dalponte, Lorenzo Bruzzone
2022 — conf
Hyperspectral and LiDAR Data for the Prediction via Machine Learning of Tree Species, Volume and Biomass: A Contribution for Updating Forest Management Plans.
ASITA
Daniele Michelini, Michele Dalponte, Angelo Carriero, Erico Kutchartt, Salvatore Eugenio Pappalardo, Massimo De Marchi, Francesco Pirotti
2022 J jnl
Hyperspectral and LiDAR data for the prediction via machine learning of tree species, volume and biomass: a possible contribution for updating forest management plans.
CoRR
Daniele Michelini, Michele Dalponte, Angelo Carriero, Erico Kutchartt, Salvatore Eugenio Pappalardo, Massimo De Marchi, Francesco Pirotti
2022 J jnl
Mapping a European Spruce Bark Beetle Outbreak Using Sentinel-2 Remote Sensing Data.
Remote. Sens.
Michele Dalponte, Yady Tatiana Solano Correa, Lorenzo Frizzera, Damiano Gianelle
2022 J jnl
UAV-Based Hyperspectral Imagery for Detection of Root, Butt, and Stem Rot in Norway Spruce.
Remote. Sens.
Benjamin Allen, Michele Dalponte, Hans Ole Ørka, Erik Næsset, Stefano Puliti, Rasmus Astrup, Terje Gobakken
2022 J jnl
Using repeat airborne LiDAR to map the growth of individual oil palms in Malaysian Borneo during the 2015-16 El Niño.
Int. J. Appl. Earth Obs. Geoinformation
Lucy Beese, Michele Dalponte, Gregory P. Asner, David A. Coomes, Tommaso Jucker
2022 J jnl
Wood Decay Detection in Norway Spruce Forests Based on Airborne Hyperspectral and ALS Data.
Remote. Sens.
Michele Dalponte, Alvar J. I. Kallio, Hans Ole Ørka, Erik Næsset, Terje Gobakken
2021 C conf
A Disentangled Variational Autoencoder for Prediction of Above Ground Biomass from Hyperspectral Data.
IGARSS
Parth Naik, Michele Dalponte, Lorenzo Bruzzone
2021 J jnl
A Novel Feature Fusion Approach for VHR Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sicong Liu, Yongjie Zheng, Qian Du, Alim Samat, Xiaohua Tong, Michele Dalponte
2021 J jnl
A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yongjie Zheng, Sicong Liu, Qian Du, Hui Zhao, Xiaohua Tong, Michele Dalponte
2021 J jnl
Corrections to "A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification".
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yongjie Zheng, Sicong Liu, Qian Du, Hui Zhao, Xiaohua Tong, Michele Dalponte
2021 J jnl
Individual Tree Segmentation Based on Mean Shift and Crown Shape Model for Temperate Forest.
IEEE Geosci. Remote. Sens. Lett.
Eduardo Tusa, Jean-Matthieu Monnet, Jean-Baptiste Barré, Mauro Dalla Mura, Michele Dalponte, Jocelyn Chanussot
2021 J jnl
Potential and Limitations of Grasslands α-Diversity Prediction Using Fine-Scale Hyperspectral Imagery.
Remote. Sens.
Hafiz Ali Imran, Damiano Gianelle, Michele Scotton, Duccio Rocchini, Michele Dalponte, Stefano Macolino, Karolina Sakowska, Cristina Pornaro, Loris Vescovo
2021 J jnl
Prediction of Forest Aboveground Biomass Using Multitemporal Multispectral Remote Sensing Data.
Remote. Sens.
Parth Naik, Michele Dalponte, Lorenzo Bruzzone
2020 J jnl
Global Airborne Laser Scanning Data Providers Database (GlobALS) - A New Tool for Monitoring Ecosystems and Biodiversity.
Remote. Sens.
Krzysztof Sterenczak, Gaia Vaglio Laurin, Gherardo Chirici, David A. Coomes, Michele Dalponte, Hooman Latifi, Nicola Puletti
2020 J jnl
Mapping forest windthrows using high spatial resolution multispectral satellite images.
Int. J. Appl. Earth Obs. Geoinformation
Michele Dalponte, Sebastian Marzini, Yady Tatiana Solano Correa, Giustino Tonon, Loris Vescovo, Damiano Gianelle
2020 J jnl
VIS-NIR, Red-Edge and NIR-Shoulder Based Normalized Vegetation Indices Response to Co-Varying Leaf and Canopy Structural Traits in Heterogeneous Grasslands.
Remote. Sens.
Hafiz Ali Imran, Damiano Gianelle, Duccio Rocchini, Michele Dalponte, M. Pilar Martín, Karolina Sakowska, Georg Wohlfahrt, Loris Vescovo
2019 J jnl
A Weighted SVM-Based Approach to Tree Species Classification at Individual Tree Crown Level Using LiDAR Data.
Remote. Sens.
Hoang Minh Nguyen, Begüm Demir, Michele Dalponte
2019 J jnl
Assessing Across-Scale Optical Diversity and Productivity Relationships in Grasslands of the Italian Alps.
Remote. Sens.
Karolina Sakowska, Alasdair Mac Arthur, Damiano Gianelle, Michele Dalponte, Giorgio Alberti, Beniamino Gioli, Franco Miglietta, Andrea Pitacco, Franco Meggio, Francesco Fava, Tommaso Julitta, Micol Rossini, Duccio Rocchini, Loris Vescovo
2019 C conf
Feature-Level Fusion of Landsat-8 OLI-SWIR and TIR Images for Fine Burned Area Change Detection.
IGARSS
Sicong Liu, Yongjie Zheng, Michele Dalponte, Xiaohua Tong, Qian Du
2019 J jnl
Modelling Site Index in Forest Stands Using Airborne Hyperspectral Imagery and Bi-Temporal Laser Scanner Data.
Remote. Sens.
Ole Martin Bollandsås, Hans Ole Ørka, Michele Dalponte, Terje Gobakken, Erik Næsset
2019 J jnl
Optimizing Field Data Collection for Individual Tree Attribute Predictions Using Active Learning Methods.
Remote. Sens.
Salim Malek, Franco Miglietta, Terje Gobakken, Erik Næsset, Damiano Gianelle, Michele Dalponte
2019 J jnl
Prediction of Competition Indices in a Norway Spruce and Silver Fir-Dominated Forest Using Lidar Data.
Remote. Sens.
Soraya Versace, Damiano Gianelle, Lorenzo Frizzera, Roberto Tognetti, Vittorio Garfì, Michele Dalponte
2019 J jnl
Tree Species Classification in a Highly Diverse Subtropical Forest Integrating UAV-Based Photogrammetric Point Cloud and Hyperspectral Data.
Remote. Sens.
Camile Sothe, Michele Dalponte, Cláudia Maria de Almeida, Marcos Benedito Schimalski, Carla Luciane Lima, Veraldo Liesenberg, Gabriela Takahashi Miyoshi, Antonio Maria Garcia Tommaselli
2019 C conf
Weighted Support Vector Machines for Tree Species Classification Using Lidar Data.
IGARSS
Hoang Minh Nguyen, Begüm Demir, Michele Dalponte
2018 C conf
Detection of Forest Changes with Multi-Temporal Lidar Data.
IGARSS
Michele Dalponte, Sicong Liu, Damiano Gianelle
2018 J jnl
Predicting Selected Forest Stand Characteristics with Multispectral ALS Data.
Remote. Sens.
Michele Dalponte, Liviu Theodor Ene, Terje Gobakken, Erik Næsset, Damiano Gianelle
2018 C conf
Prediction of Forest Attributes with Multispectral Lidar Data.
IGARSS
Michele Dalponte, Liviu Theodor Ene, Terje Gobakken, Erik Næsset, Damiano Gianelle
2017 J jnl
A graph cut approach to 3D tree delineation, using integrated airborne LiDAR and hyperspectral imagery.
CoRR
Juheon Lee, David Coomes, Carola-Bibiane Schönlieb, Xiaohao Cai, Jan Lellmann, Michele Dalponte, Yadvinder Malhi, Nathalie Butt, Mike Morecroft
2017 J jnl
Individual tree crown approach for predicting site index in boreal forests using airborne laser scanning and hyperspectral data.
Int. J. Appl. Earth Obs. Geoinformation
Kaja Kandare, Hans Ole Ørka, Michele Dalponte, Erik Næsset, Terje Gobakken
2017 J jnl
Prediction of Species-Specific Volume Using Different Inventory Approaches by Fusing Airborne Laser Scanning and Hyperspectral Data.
Remote. Sens.
Kaja Kandare, Michele Dalponte, Hans Ole Ørka, Lorenzo Frizzera, Erik Næsset
2016 C conf
Aboveground biomass estimation in tropical forests at single tree level with ALS data.
IGARSS
Michele Dalponte, Tommaso Jucker, David F. R. P. Burslem, Simon L. Lewis, Reuben Nilus, Oliver L. Phillips, Lan Qie, David A. Coomes
2016 J jnl
Individual Tree Species Classification From Airborne Multisensor Imagery Using Robust PCA.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Juheon Lee, Xiaohao Cai, Jan Lellmann, Michele Dalponte, Yadvinder Malhi, Nathalie Butt, Mike Morecroft, Carola-Bibiane Schönlieb, David A. Coomes
2014 C conf
A new procedure for identifying single trees in understory layer using discrete LiDAR data.
IGARSS
Kaja Kandare, Michele Dalponte, Damiano Gianelle, Jonathan Cheung-Wai Chan
2014 J jnl
Cost-Sensitive Active Learning With Lookahead: Optimizing Field Surveys for Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens.
Claudio Persello, Abdeslam Boularias, Michele Dalponte, Terje Gobakken, Erik Næsset, Bernhard Schölkopf
2014 C conf
Fusion of hyperspectral and LiDAR data for forest attributes estimation.
IGARSS
Michele Dalponte, Lorenzo Frizzera, Damiano Gianelle
2014 J jnl
Unsupervised Selection of Training Samples for Tree Species Classification Using Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Michele Dalponte, Liviu Theodor Ene, Hans Ole Ørka, Terje Gobakken, Erik Næsset
2013 J jnl
Airborne laser scanning of forest resources: An overview of research in Italy as a commentary case study.
Int. J. Appl. Earth Obs. Geoinformation
Alessandro Montaghi, Piermaria Corona, Michele Dalponte, Damiano Gianelle, Gherardo Chirici, Håkan Olsson
2013 — conf
Forest species and biomass estimation using airborne laser scanning and hyperspectral images.
WHISPERS
Jonathan Cheung-Wai Chan, Michele Dalponte, Liviu Theodor Ene, Lorenzo Frizzera, Franco Miglietta, Damiano Gianelle
2013 C conf
Optimizing the ground sample collection with cost-sensitive active learning for tree species classification using hyperspectral images.
IGARSS
Claudio Persello, Michele Dalponte, Terje Gobakken, Erik Næsset
2013 J jnl
Tree Species Classification in Boreal Forests With Hyperspectral Data.
IEEE Trans. Geosci. Remote. Sens.
Michele Dalponte, Hans Ole Ørka, Terje Gobakken, Damiano Gianelle, Erik Næsset
2013 C conf
Unsupervised selection of training plots and trees for tree species classification.
IGARSS
Michele Dalponte, Liviu Theodor Ene, Hans Ole Ørka, Terje Gobakken, Erik Næsset
2011 J jnl
A System for the Estimation of Single-Tree Stem Diameter and Volume Using Multireturn LIDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Michele Dalponte, Lorenzo Bruzzone, Damiano Gianelle
2011 — conf
Tree species classification in the Southern Alps with very high geometrical resolution multispectral and hyperspectral data.
WHISPERS
Michele Dalponte, Lorenzo Bruzzone, Damiano Gianelle
2009 J jnl
Analysis on the Use of Multiple Returns LiDAR Data for the Estimation of Tree Stems Volume.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Michele Dalponte, Nicholas C. Coops, Lorenzo Bruzzone, Damiano Gianelle
2009 — conf
Fusion of Hyperspectral and Lidar Remote Sensing Data for the Estimation of Tree Stem Diameters.
IGARSS (2)
Michele Dalponte, Lorenzo Bruzzone
2008 J jnl
Fusion of Hyperspectral and LIDAR Remote Sensing Data for Classification of Complex Forest Areas.
IEEE Trans. Geosci. Remote. Sens.
Michele Dalponte, Lorenzo Bruzzone, Damiano Gianelle