Unmanned Aerial Vehicles (UAVs) have become essential instruments for precision agriculture and forest monitoring, offering rapid, high-resolution data collection over wide areas. This review synthesizes global advances (2015–2024) in UAV-derived vegetation indices (VIs), combining bibliometric and content analyses of 472 peer-reviewed publications. The study identifies key research trends, dominant indices, and technical progress achieved through RGB, multispectral, hyperspectral, and thermal sensors. Results show an exponential growth of scientific output, led by China, the USA, and Europe, with NDVI, NDRE, and GNDVI remaining the most widely applied indices. New indices such as GSI, RBI, and MVI demonstrate enhanced sensitivity for stress and disease detection in both crops and forests. UAV-based monitoring has proven effective for yield prediction, water-stress evaluation, pest identification, and biomass estimation. Despite significant advances, challenges persist regarding illumination correction, soil background influence, and limited forestry applications. The paper concludes that UAV-derived vegetation indices—when integrated with machine learning and multi-sensor data—represent a transformative approach for the sustainable management of agricultural and forest ecosystems.

Pines are edifying woody species for forest habitats, having crucial importance for ecosystems in both cold (boreal or mountainous) and warm (Mediterranean and tropical) areas. Pine trees include about 120 species, many of which have had an important ornamental role. Despite their ecological importance, many pine forests are threatened by increasing deforestation and habitat degradation, leading to progressive declines in species distribution and genetic diversity worldwide. Humans have used pine wood since the Stone Age, gradually discovering their outstanding medical properties. This review synthesizes global knowledge on the medicinal potential of pines. Using a comprehensive literature survey of major international scientific databases, we evaluated documented traditional and modern medical applications across all regions where pines naturally occur. The vast majority (86) of pine species were described as having medicinal properties, and the uses of the main pine species in representative regions of all continents supporting forest vegetation were examined. Various organs or secretions (needles, branches, bark, buds, cones, seeds, pollen, roots, wood, sap, resin, pitch, etc.) have been used to prevent or treat numerous diseases or to strengthen the organism. Their reported therapeutic activities include antioxidant, antimutagenic, antitumor, antimicrobial, skin-protective, antinociceptive, anti-inflammatory, neuroprotective, antiallergenic, laxative, circulatory-enhancing, antihypertensive, anti-atherosclerotic, anti-aging, and antithrombotic effects. Given the remarkable phytochemical diversity and broad pharmacological value of these species, the conservation of pine genetic resources and natural habitats is urgent. Protecting these species is essential not only for maintaining ecosystem resilience but also for preserving their substantial pharmaceutical and industrial potential.