Conference Agenda

In-person Oral Presentation

Comparing k-Nearest Neighbor and Convolutional Neural Network Approaches for Generating Spatially Explicit Tree Lists in Mediterranean Pine Forests

José Bernardo González-Mesquida¹, Chad Babcock², Francisco Rodríguez-Puerta¹, José Antonio Manzanera³, Darío Domingo-Ruiz¹, Manuel Gomex-Roux¹, Francisco Mauro-Gutiérrez¹

1: Universidad de Valladolid - iuFOR; 2: University of Minnesota; 3: Universidad Politécnica de Madrid - SILVANET

In-person Oral Presentation

From Accuracy to Interpretability: Assessing Hyperparameter Sensitivity and SHAP Consistency in Forest Volume and Carbon Modelling

Giovanni D'Amico¹, Alessandro Montaghi², Elia Vangi¹, Mattia Niccoli¹, Costanza Borghi¹, Gherardo Chirici¹

1: University of Florence; 2: CNR

In-person Oral Presentation

A Machine Learning Approach for Large-Scale Mapping of Old-Growth Forest Probability in Italy

Costanza Borghi¹, Giovanni D'Amico¹, Francesco Solano², Titomanlio Pepe², Elia Vangi¹, Mattia Niccoli¹, Francesco Parisi³, Davide Travaglini¹, Giancarlo Papitto⁴, Gianluca Piovesan⁵, Gherardo Chirici¹

1: Department of Agriculture, Food, Environment and Forestry, University of Florence, Piazzale delle Cascine, 50144 Firenze (FI), Italy; 2: Department of Agriculture and Forest Sciences, University of Tuscia, via San Camillo de Lellis s/n, 01100 Viterbo, Italy; 3: Department of Biosciences and Territory, University of Molise, Contrada Fonte Lappone, 86090 Pesche (Is), Italy; 4: Arma dei Carabinieri, Comando Unità Forestali Ambientali Agroalimentari, Via. G. Carducci 5, Rome, 00187, Italy; 5: Department of Ecological and Biological Sciences, University of Tuscia, Largo dell’Università s/n, 01100 Viterbo, Italy

Virtual Oral Presentation

Enhancing forest inventory and Analysis through satellite derived embeddings

Alexander Young¹, Andrew Lister², John Hogland³

1: University of New Hampshire, United States of America; 2: USDA Forest Service Northern Research Station; 3: USDA Forest Service Rocky Mountain Research Station