Mapping Soil Salinity Prediction Enhanced by Time‐Series Remote Sensing Features
ABSTRACT Gaining timely knowledge of soil salinity's spatiotemporal dynamics is crucial for accurate mapping. Through temporal span comparisons, this study systematically extracts and utilizes time‐series features (TSFs) derived from Sentinel‐2 and Landsat 8 NDVI and SAVI data (2019–2023) to enhance prediction accuracy. Three datasets were constructed:
Wenji Zhu +3 more
wiley +1 more source
Seasonal Turnover and Functional Structure of the Foliar Mycobiota in a Gondwanan Temperate Forest Keystone Tree. [PDF]
Molina L +3 more
europepmc +1 more source
ABSTRACT Soil organic carbon (SOC), as a key indicator of global carbon cycling and climate change response, plays a critical role in regional ecological security and agricultural sustainability. This study employs three machine learning models including the LightGBM, XGBoost, and random forest to simulate the spatial distribution of topsoil SOC stocks
Xinxin Jin +7 more
wiley +1 more source
Habitat and land-use intensity shape moth community structure across temperate forest and grassland. [PDF]
Achury R +10 more
europepmc +1 more source
ABSTRACT Mediterranean oak coppices represent an important fuelwood resource in Central Italy, but management decisions are often constrained by limited quantitative evidence on the relative importance of stand development, standard retention, site conditions, and climate in driving shoot biomass accumulation.
Francesco Latterini +6 more
wiley +1 more source
Leaf allocation improves predictability of interspecific growth rates in a broadleaf deciduous temperate forest. [PDF]
Ho MCN +3 more
europepmc +1 more source
Relationships between Phyllosphere Bacterial Communities and Leaf Functional Traits in a Temperate Forest. [PDF]
Yuan Z +10 more
europepmc +1 more source
ABSTRACT Mining activities are prevalent worldwide and pose significant threats to the supply of ecosystem services (ESs) for humanity. Many mining areas face challenges related to recovery and reclamation following resource depletion. A key challenge for the sustainable development of these areas is how to achieve collaborative optimization of land ...
Luge Rong, Changwei An
wiley +1 more source
Temperate Forest Floor Bryophytes Functionally Respond to Small-Scale Variability in Water, Light and Nutrient Availability. [PDF]
Deilmann TJ +4 more
europepmc +1 more source
Substantial light woodland and open vegetation characterized the temperate forest biome before Homo sapiens. [PDF]
Pearce EA +36 more
europepmc +1 more source

