Michele Dalponte

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 37

Top Topics

Active Learning

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Yady Tatiana Solano Correa, Yineth Viviana Camacho-De Angulo, Fernando Oviedo-Barrero, Michele Dalponte, Edgar Leonairo Pencue-Fierro
Individual Tree Crown Delineation and Biomass Estimation from LiDAR Data in Gorgona Island, Colombia. IGARSS (2023)
Michele Dalponte, Yady Tatiana Solano Correa, Daniele Marinelli, Damiano Gianelle
Windthrows Detection With Satellite Remote Sensing Data: A Comparison Among Sentinel-2, Planet, And Cosmo Sky-Med Data. IGARSS (2023)
Parth Naik, Michele Dalponte, Lorenzo Bruzzone
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. 16 (2023)
Daniele Michelini, Michele Dalponte, Angelo Carriero, Erico Kutchart, Salvatore Eugenio Pappalardo, Massimo De Marchi, Francesco Pirotti
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 (2022)
Lucy Beese, Michele Dalponte, Gregory P. Asner, David A. Coomes, Tommaso Jucker
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 115 (2022)
Michele Dalponte, Alvar J. I. Kallio, Hans Ole Ørka, Erik Næsset, Terje Gobakken
Wood Decay Detection in Norway Spruce Forests Based on Airborne Hyperspectral and ALS Data. Remote. Sens. 14 (8) (2022)
Michele Dalponte, Yady Tatiana Solano Correa, Hans Ole Ørka, Terje Gobakken, Erik Næsset
Detection of heartwood rot in Norway spruce trees with lidar and multi-temporal satellite data. Int. J. Appl. Earth Obs. Geoinformation 109 (2022)
Daniele Michelini, Michele Dalponte, Angelo Carriero, Erico Kutchartt, Salvatore Eugenio Pappalardo, Massimo De Marchi, Francesco Pirotti
Hyperspectral and LiDAR Data for the Prediction via Machine Learning of Tree Species, Volume and Biomass: A Contribution for Updating Forest Management Plans. ASITA (2022)
Michele Dalponte, Yady Tatiana Solano Correa, Lorenzo Frizzera, Damiano Gianelle
Mapping a European Spruce Bark Beetle Outbreak Using Sentinel-2 Remote Sensing Data. Remote. Sens. 14 (13) (2022)
Benjamin Allen, Michele Dalponte, Hans Ole Ørka, Erik Næsset, Stefano Puliti, Rasmus Astrup, Terje Gobakken
UAV-Based Hyperspectral Imagery for Detection of Root, Butt, and Stem Rot in Norway Spruce. Remote. Sens. 14 (15) (2022)
Parth Naik, Michele Dalponte, Lorenzo Bruzzone
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. 15 (2022)
Sicong Liu, Yongjie Zheng, Qian Du, Alim Samat, Xiaohua Tong, Michele Dalponte
A Novel Feature Fusion Approach for VHR Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yongjie Zheng, Sicong Liu, Qian Du, Hui Zhao, Xiaohua Tong, Michele Dalponte
A Novel Multitemporal Deep Fusion Network (MDFN) for Short-Term Multitemporal HR Images Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Hafiz Ali Imran, Damiano Gianelle, Michele Scotton, Duccio Rocchini, Michele Dalponte, Stefano Macolino, Karolina Sakowska, Cristina Pornaro, Loris Vescovo
Potential and Limitations of Grasslands α-Diversity Prediction Using Fine-Scale Hyperspectral Imagery. Remote. Sens. 13 (14) (2021)
Eduardo Tusa, Jean-Matthieu Monnet, Jean-Baptiste Barré, Mauro Dalla Mura, Michele Dalponte, Jocelyn Chanussot
Individual Tree Segmentation Based on Mean Shift and Crown Shape Model for Temperate Forest. IEEE Geosci. Remote. Sens. Lett. 18 (12) (2021)
Parth Naik, Michele Dalponte, Lorenzo Bruzzone
A Disentangled Variational Autoencoder for Prediction of Above Ground Biomass from Hyperspectral Data. IGARSS (2021)
Yongjie Zheng, Sicong Liu, Qian Du, Hui Zhao, Xiaohua Tong, Michele Dalponte
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. 14 (2021)
Parth Naik, Michele Dalponte, Lorenzo Bruzzone
Prediction of Forest Aboveground Biomass Using Multitemporal Multispectral Remote Sensing Data. Remote. Sens. 13 (7) (2021)
Hafiz Ali Imran, Damiano Gianelle, Duccio Rocchini, Michele Dalponte, M. Pilar Martín, Karolina Sakowska, Georg Wohlfahrt, Loris Vescovo
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. 12 (14) (2020)
Michele Dalponte, Sebastian Marzini, Yady Tatiana Solano Correa, Giustino Tonon, Loris Vescovo, Damiano Gianelle
Mapping forest windthrows using high spatial resolution multispectral satellite images. Int. J. Appl. Earth Obs. Geoinformation 93 (2020)
Krzysztof Sterenczak, Gaia Vaglio Laurin, Gherardo Chirici, David A. Coomes, Michele Dalponte, Hooman Latifi, Nicola Puletti
Global Airborne Laser Scanning Data Providers Database (GlobALS) - A New Tool for Monitoring Ecosystems and Biodiversity. Remote. Sens. 12 (11) (2020)
Sicong Liu, Yongjie Zheng, Michele Dalponte, Xiaohua Tong, Qian Du
Feature-Level Fusion of Landsat-8 OLI-SWIR and TIR Images for Fine Burned Area Change Detection. IGARSS (2019)
Camile Sothe, Michele Dalponte, Cláudia Maria de Almeida, Marcos Benedito Schimalski, Carla Luciane Lima, Veraldo Liesenberg, Gabriela Takahashi Miyoshi, Antonio Maria Garcia Tommaselli
Tree Species Classification in a Highly Diverse Subtropical Forest Integrating UAV-Based Photogrammetric Point Cloud and Hyperspectral Data. Remote. Sens. 11 (11) (2019)
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
Assessing Across-Scale Optical Diversity and Productivity Relationships in Grasslands of the Italian Alps. Remote. Sens. 11 (6) (2019)
Hoang Minh Nguyen, Begüm Demir, Michele Dalponte
Weighted Support Vector Machines for Tree Species Classification Using Lidar Data. IGARSS (2019)
Salim Malek, Franco Miglietta, Terje Gobakken, Erik Næsset, Damiano Gianelle, Michele Dalponte
Optimizing Field Data Collection for Individual Tree Attribute Predictions Using Active Learning Methods. Remote. Sens. 11 (8) (2019)
Ole Martin Bollandsås, Hans Ole Ørka, Michele Dalponte, Terje Gobakken, Erik Næsset
Modelling Site Index in Forest Stands Using Airborne Hyperspectral Imagery and Bi-Temporal Laser Scanner Data. Remote. Sens. 11 (9) (2019)
Hoang Minh Nguyen, Begüm Demir, Michele Dalponte
A Weighted SVM-Based Approach to Tree Species Classification at Individual Tree Crown Level Using LiDAR Data. Remote. Sens. 11 (24) (2019)
Soraya Versace, Damiano Gianelle, Lorenzo Frizzera, Roberto Tognetti, Vittorio Garfì, Michele Dalponte
Prediction of Competition Indices in a Norway Spruce and Silver Fir-Dominated Forest Using Lidar Data. Remote. Sens. 11 (23) (2019)
Michele Dalponte, Liviu Theodor Ene, Terje Gobakken, Erik Næsset, Damiano Gianelle
Prediction of Forest Attributes with Multispectral Lidar Data. IGARSS (2018)
Michele Dalponte, Sicong Liu, Damiano Gianelle
Detection of Forest Changes with Multi-Temporal Lidar Data. IGARSS (2018)
Michele Dalponte, Liviu Theodor Ene, Terje Gobakken, Erik Næsset, Damiano Gianelle
Predicting Selected Forest Stand Characteristics with Multispectral ALS Data. Remote. Sens. 10 (4) (2018)
Juheon Lee, David Coomes, Carola-Bibiane Schönlieb, Xiaohao Cai, Jan Lellmann, Michele Dalponte, Yadvinder Malhi, Nathalie Butt, Mike Morecroft
A graph cut approach to 3D tree delineation, using integrated airborne LiDAR and hyperspectral imagery. CoRR (2017)
Kaja Kandare, Hans Ole Ørka, Michele Dalponte, Erik Næsset, Terje Gobakken
Individual tree crown approach for predicting site index in boreal forests using airborne laser scanning and hyperspectral data. Int. J. Appl. Earth Obs. Geoinformation 60 (2017)
Kaja Kandare, Michele Dalponte, Hans Ole Ørka, Lorenzo Frizzera, Erik Næsset
Prediction of Species-Specific Volume Using Different Inventory Approaches by Fusing Airborne Laser Scanning and Hyperspectral Data. Remote. Sens. 9 (5) (2017)
Michele Dalponte, Tommaso Jucker, David F. R. P. Burslem, Simon L. Lewis, Reuben Nilus, Oliver L. Phillips, Lan Qie, David A. Coomes
Aboveground biomass estimation in tropical forests at single tree level with ALS data. IGARSS (2016)
Juheon Lee, Xiaohao Cai, Jan Lellmann, Michele Dalponte, Yadvinder Malhi, Nathalie Butt, Mike Morecroft, Carola-Bibiane Schönlieb, David A. Coomes
Individual Tree Species Classification From Airborne Multisensor Imagery Using Robust PCA. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (6) (2016)
Michele Dalponte, Lorenzo Frizzera, Damiano Gianelle
Fusion of hyperspectral and LiDAR data for forest attributes estimation. IGARSS (2014)
Kaja Kandare, Michele Dalponte, Damiano Gianelle, Jonathan Cheung-Wai Chan
A new procedure for identifying single trees in understory layer using discrete LiDAR data. IGARSS (2014)
Claudio Persello, Abdeslam Boularias, Michele Dalponte, Terje Gobakken, Erik Næsset, Bernhard Schölkopf
Cost-Sensitive Active Learning With Lookahead: Optimizing Field Surveys for Remote Sensing Data Classification. IEEE Trans. Geosci. Remote. Sens. 52 (10) (2014)
Michele Dalponte, Liviu Theodor Ene, Hans Ole Ørka, Terje Gobakken, Erik Næsset
Unsupervised Selection of Training Samples for Tree Species Classification Using Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (8) (2014)
Alessandro Montaghi, Piermaria Corona, Michele Dalponte, Damiano Gianelle, Gherardo Chirici, Håkan Olsson
Airborne laser scanning of forest resources: An overview of research in Italy as a commentary case study. Int. J. Appl. Earth Obs. Geoinformation 23 (2013)
Michele Dalponte, Hans Ole Ørka, Terje Gobakken, Damiano Gianelle, Erik Næsset
Tree Species Classification in Boreal Forests With Hyperspectral Data. IEEE Trans. Geosci. Remote. Sens. 51 (5-1) (2013)
Michele Dalponte, Liviu Theodor Ene, Hans Ole Ørka, Terje Gobakken, Erik Næsset
Unsupervised selection of training plots and trees for tree species classification. IGARSS (2013)
Jonathan Cheung-Wai Chan, Michele Dalponte, Liviu Theodor Ene, Lorenzo Frizzera, Franco Miglietta, Damiano Gianelle
Forest species and biomass estimation using airborne laser scanning and hyperspectral images. WHISPERS (2013)
Claudio Persello, Michele Dalponte, Terje Gobakken, Erik Næsset
Optimizing the ground sample collection with cost-sensitive active learning for tree species classification using hyperspectral images. IGARSS (2013)
Michele Dalponte, Lorenzo Bruzzone, Damiano Gianelle
A System for the Estimation of Single-Tree Stem Diameter and Volume Using Multireturn LIDAR Data. IEEE Trans. Geosci. Remote. Sens. 49 (7) (2011)
Michele Dalponte, Lorenzo Bruzzone, Damiano Gianelle
Tree species classification in the Southern Alps with very high geometrical resolution multispectral and hyperspectral data. WHISPERS (2011)
Michele Dalponte, Nicholas C. Coops, Lorenzo Bruzzone, Damiano Gianelle
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. 2 (4) (2009)
Michele Dalponte, Lorenzo Bruzzone
Fusion of Hyperspectral and Lidar Remote Sensing Data for the Estimation of Tree Stem Diameters. IGARSS (2) (2009)
Michele Dalponte, Lorenzo Bruzzone, Damiano Gianelle
Fusion of Hyperspectral and LIDAR Remote Sensing Data for Classification of Complex Forest Areas. IEEE Trans. Geosci. Remote. Sens. 46 (5) (2008)