Jean-Matthieu Monnet

Publications

• Remote sensing of american maple in alluvial forests: a case study in an island complex of the Loire valley (France)
• A comparison of spatialisation methods for the aggregation of LiDAR forest estimates at the compartment level
• Reconstruction of airborne laser scanner trajectory from data
• The Salem simulator version 2.0: a tool for predicting the productivity of pure and mixed forest stands and simulating management operations
• Analysis of the effect of trees on block propagation using a DEM model: implications for rockfall modelling
• The protective effect of forests against rockfalls across the French Alps: Influence of forest diversity
• Novel quantitative indicators to characterize the protective effect of mountain forests against rockfall
• Lidar remote sensing for the management of mountain forest territories
• Estimation of forest parameters from airborne Lidar and RapidEye satellite imagery: a sensitivity analysis
• Independant validation of prediction of forest parameters from airborne laser scanning
• Combining LiDAR Metrics and Sentinel-2 Imagery to Estimate Basal Area and Wood Volume in Complex Forest Environment via Neural Networks
• Avalanche activity and socio-environmental changes leave strong footprints in forested landscapes: A case study in the Vosges medium-high mountain range
• Snow processes in mountain forests: interception modeling for coarse-scale applications
• Fusion of hyperspectral imaging and LiDAR for forest monitoring
• Individual Tree Segmentation Based on Mean Shift and Crown Shape Model for Temperate Forest
• Wide-area mapping of forest with national airborne laser scanning and field inventory datasets
• Toward a better integration of roughness in rockfall simulations -a sensitivity study with the RockyFor3D model
• Forest and Vegetation: Application and Modeling. Building a network of overmature forests using airborne laser scanning and landscape graphs
• Detecting overmature forests with airborne laser scanning (ALS)
• Assessing object-oriented LiDAR metrics for characterizing bird habitat in a management perspective
• The Role of Landscape Sustainability Science on the Post-2020 Global Biodiversity Framework. Building a network of interconnected overmature forests using Airborne Laser Scanning and landscape graphs
• Joint Use of Airborne LiDAR Metrics and Topography Information to Estimate Forest Parameters via Neural Networks
• Estimation of rockfall frequency from simulated trajectories and observed tree impacts
• PROTEST project: multidisciplinary methodology for territorial forest analysis
• An investigation into lidar scan angle impacts on stand attribute predictions in different forest environments
• Interactions between snow avalanche activity, socio-environmental changes and forests leave strong footprints in the landscape of medium-high mountain ranges
• Innovative tools for collaborative forest management
• PROTEST project: towards a multidisciplinary methodology for forest territorial analysis
• Forest biomass mapping with LiDAR data, GIS accessibility analysis and economical model: a case study in the canton of Valais (Switzerland)
• Fusion of Hyperspectral Images and LiDAR Data for Forestry Monitoring - A Review
• Parameterizing snow interception over forest canopy
• Assessing forest structure by Lidar for biodiversity conservation: three case studies
• Mapping rockfall release frequency from tree scars and simulated trajectories
• Fusion of LiDAR and hyperspectral imaging for forest applications
• Comparison of field and Lidar data for the assessment of forest effect in rockfall simulations
• Long-range avalanche-forest interactions leave strong environmental footprints in medium-high mountain ranges
• Large scale rockfall hazard mapping using land cover as proxy for soil type
• Forest stand 3D segmentation at the tree level from fused airborne LiDAR and Hyperspectral data
• Combined use of rockfall trajectory simulations and tree impacts observations for rockfall frequency assessment
• A benchmark of single tree detection methods using data from alpine forests
• 30 years of research and transfer on protection forest against rockfall risks in France and Europe
• A comparison of spatialisation methods for the aggregation of LiDAR forest estimates at the compartment level
• Detection of an Introduced Tree Species in Protected River Islands with UAV Remote Sensing
• A Benchmark of Lidar-Based Single Tree Detection Methods Using Heterogeneous Forest Data from the Alpine Space
• Cross-Correlation of Diameter Measures for the Co-Registration of Forest Inventory Plots with Airborne Laser Scanning Data
• Sylvaccess – A model for automatically mapping accessibility to forests,Sylvaccess: Un modèle pour cartographier automatiquement l’accessibilité des forêts
• Suitability of airborne laser scanning for the assessment of forest protection effect against rockfall
• Assessing the performance of object‐oriented Li DAR predictors for forest bird habitat suitability modeling
• Importance and effectiveness of correction methods for spatial sampling bias in species with sex‐specific habitat preference
• FUSION OF LIDAR AND HYPERSPECTRAL DATA FOR SEMANTIC SEGMENTATION OF FOREST TREE SPECIES
• Sexual size dimorphism in anurans
• Using geomatics and airborne laser scanning for rockfall risk zoning: A case study in the french alps
• Support vector machines regression for estimation of forest parameters from airborne laser scanning data
• Support vector regression for the estimation of forest stand parameters using airborne laser scanning
• Estimation of forestry parameters in mountainous coppice stands using airborne laser scanning
• Tree top detection using local maxima filtering: a parameter sensitivity analysis
• Using airborne laser scanning to assess forest protection function against rockfall
• Le scanner laser aéroporté en zone de montagne : localiser la ressource forestière et évaluer ses conditions de mobilisation
• CARTUVI: A GIS model for mapping harvests in upland environments
• Forest mapping and harvest planning with airborne laser scanning: an operational experiment in the French Alps
• Unsupervised training for treetop detection with airborne laser scanning data
• Evaluation of a semi-automated approach for the co-registration of forest inventory plots and airborne laser scanning data
• Evaluation of the effect of accessibility on forest stand structure with airborne laser scanning data and GIS-based models
• Influence of forest input data on rockfall simulations at the stand level
• Evaluation of the effect of forest input data on rockfall simulations
• Support vector machines regression for estimation of forest parameters from airborne laser scanning data
• Enhancing forest attribute prediction by considering terrain and scan angles from Lidar point clouds: a neural network approach
• Enhancing forest attribute prediction by considering terrain and scan angles from Lidar point clouds: a neural network approach
• Diameter, height and species of 42 million trees in three European landscapes generated from field data and airborne laser scanning data
• Enhancing Forest Attribute Prediction by Considering Terrain and Scan Angles From Lidar Point Clouds: A Neural Network Approach
• Assessing the performance of object‐oriented LiDAR predictors for forest bird habitat suitability modeling