Electronics, Close-Range Sensors and Artificial Intelligence in Forestry

• Format: eBook
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
• Subjects: aboveground biomass; acceleration; accessibility; accuracy; Aerial robotics; Agribusiness and primary industries; artificial intelligence; artificial neural network; Augmented Reality; automation; big data; Biology, life sciences; canopy; classification; climate smart; close-range sensing; comparison; crowned road surface; deep learning; diameter; digital twinning; digitalization; drone; Economics, Finance, Business and Management; effectiveness; EfficientDet; EfficientNet; ensemble learning; estimation; events; fine segmentation; foliar; forest ecology; forest fire detection; forest loss; forest road maintenance; forest road monitoring; forestry 4.0; forestry detection; Forestry industry; geographically weighted regression; grading of forest fire; Industry and industrial studies; IoT; Iran; k-nearest neighbor; land-cover change; leaf; leaves; length; LiDAR; lightweight Faster R-CNN; long-term; machine learning; Mathematics and Science; micro-drilling resistance method; motor-manual felling; multi-modality; multiple regression; n/a; potential; prediction; productivity; random forest; random forest model; Reference, Information and Interdisciplinary subjects; region detection of forest fire; region-refining segmentation; remote sensing; Research and information: general; resistance sensor; road scanner; Romania; samples; sampling; sawmilling; Sentinel-2; signal processing; Signal-to-Noise Ratio (SNR); spatial heterogeneity; terrestrial laser scanning; TLS; tree ring; UAS; UAV; ultrasound sensors; weakly supervised loss; willow; wood; wood technology; Yolov5

The use of electronics, close-range sensing, and artificial intelligence has changed the management paradigm in many contemporary industries in which Big Data analytics by automated processes has become the backbone of decision making and improvement. Acknowledging the integration of electronics, de...