#SmartFor
Comprehensive review of remote sensing in forestry management: spectral, UAV thermal, infrared, and satellite monitoring methods analyzed with domestic and international cases.
Details: https://www.maxapress.com/article/doi/10.48130/smartfor-0026-0007
#Management #RemoteSensing #UAV

#SmartFor
UAV-RGB with multi-source feature fusion and SHAP interpretation improves Chinese fir DBH estimation accuracy, enabling low-cost and transferable forest biomass assessment.
Details: https://www.maxapress.com/article/doi/10.48130/smartfor-0026-0004
#SmartForestry #RemoteSensing

We launched Smart Forestry, a new open-access journal dedicated to advancing science and technology underpinning precise forest monitoring, sustainable management, ecological restoration, and resource utilization. We invite submissions to Smart Forestry.❤️
Details: https://maxapress.com/smartfor

#SmartFor
Explosive growth with 10,000+ papers, geography expanding from North America to Asia, applications shifting from fire prevention to comprehensive ecosystem management.
Details: https://www.maxapress.com/article/doi/10.48130/smartfor-0026-0010
#PrescribedBurning #FireEcology

#SmartFor
Integrating HMLS with height-diameter models estimates DBH at 1.28% relative bias and stand volume at 5.19% rRMSE across 12 Shennongjia plots under dense canopy conditions.
Details: https://www.maxapress.com/article/doi/10.48130/smartfor-0026-0008
#ForestAttributes #StemCurves #DenseCanopy

#SmartFor
First comprehensive review of UAV remote sensing for C. oleifera breeding examines five sensor modalities, identifying gaps in disease detection, thermal stress.
Details: https://www.maxapress.com/article/doi/10.48130/smartfor-0026-0009
#UAV #CamelliaOleifera #OilTea #Phenotyping

#SmartFor
30-year analysis shows Economic Land Concessions drove severe forest fragmentation in Cambodia, with 2012 moratorium coinciding with moderated forest loss.
Detail: https://www.maxapress.com/article/doi/10.48130/smartfor-0026-0003
#ForestFragmentation #LandPolicy #Cambodia

#SmartFor
Synergistic GEDI-Landsat 8 integration with FOTO texture features and AutoML boosts forest canopy height and biomass estimation accuracy in Guangxi.
Details: https://www.maxapress.com/article/doi/10.48130/smartfor-0026-0006
#GEDI #ForestBiomass #AutoML #RemoteSensing

#SmartFor
Integrating UAV imagery and terrestrial laser scanning enables multi-modal phenotyping, capturing 3D structural and spectral traits for clonal selections.
Details: https://www.maxapress.com/article/doi/10.48130/smartfor-0026-0005
#TreeBreeding #ProximalSensing #Phenotyping

#SmartFor
30-year analysis shows Economic Land Concessions drove severe forest fragmentation in Cambodia, with 2012 moratorium coinciding with moderated forest loss.
Detail: https://www.maxapress.com/article/doi/10.48130/smartfor-0026-0003
#ForestFragmentation #LandPolicy #Cambodia

#SmartFor
Kinematic PPP outperforms static in forests—maintaining sub-meter accuracy where dense canopy blocks signals! Critical insights for precision forestry GNSS applications.
Details: https://www.maxapress.com/article/doi/10.48130/smartfor-0026-0002
#kinematic #signals

#SmartFor
PWSIt beats PWSIe for urban forest drought watch in humid Nanchang, nailing 64 % LE variance at 14–16 h 🌳🌡️
Details: https://www.maxapress.com/article/doi/10.48130/smartfor-0025-0003
#urbanforests #waterstress #stressindex

#SmartFor
Accurate soil nutrient assessment in slash pine seed orchards is revolutionized by a new SST framework combining PLSR and neural networks for precision fertilization! 🌲💡
Details: https://www.maxapress.com/article/doi/10.48130/smartfor-0025-0002
#neuralnetworks #sst #pine #network