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Novel technologies are playing an important role in the development of crop and livestock farming and have the potential to be the key drivers of sustainable intensification of agricultural systems. In particular, new sensors are now available with reduced dimensions, reduced costs, and increased performances, which can be implemented and integrated in production systems, providing more data and eventually an increase in information. It is of great importance to support the digital transformation, precision agriculture, and smart farming, and to eventually allow a revolution in the way food is produced. In order to exploit these results, authoritative studies from the research world are still needed to support the development and implementation of new solutions and best practices. This Special Issue is aimed at bringing together recent developments related to novel sensors and their proved or potential applications in agriculture.

precision farming --- sensor fusion --- remote sensing --- fluorescence --- reflectance --- spectrometry --- nitrogen fertilisation --- wheat --- yield --- Drainage Pipe Mapping --- Ground Penetrating Radar (GPR) --- Real-Time Kinematic Global Navigation Satellite System (RTK/GNSS) --- dynamic vapor sorption --- high-precision dryer --- modeling --- water vapor pressure deficit --- autonomous robot --- agriculture --- viticulture --- electric weeder --- sonar --- intra-row --- under-vine --- row following --- date palms --- precision agriculture --- plantation management --- thermal --- hyperspectral --- Data-driven agriculture --- ISOBUS --- Rear hitch position --- Wheel-based machine speed --- IR imaging --- canopy temperature --- maximum temperature difference --- fungal infection --- wheat genotypes --- calibration function --- capacitive soil moisture sensor --- internet-based data acquisition --- soil moisture content --- infrared thermography --- IRT --- tree inspection --- inspection techniques --- tree monitoring --- food security --- food system --- digitalization --- human security --- Internet of things --- sustainable --- Barents region --- trees inspection --- trees monitoring --- VTA --- sustainability --- drift risk assessment tool --- sedimenting spray drift --- airborne spray drift --- weather conditions --- spray drift reduction --- rotary harrow --- secondary tillage --- soil erosion --- RFID --- CRNS --- neutron --- cosmic-ray --- soil moisture --- water --- agricultural sensors --- agricultural engineering --- digital farming --- embedded sensors --- ISO 11783