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Modeling Forest Response to Climate Change
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The uncertainties surrounding climate change raise crucial questions about the ability of forest ecosystems to buffer against current and future climate-induced global changes while continuing to provide essential ecosystem services, as demanded by society and advocated by future policies such as the European Green Deal. Climate-induced extremes could profoundly affect medium- to long-term forest dynamics—including growth, competition, and mortality—along with forest structure and biodiversity. In this era of unprecedented climate shifts, understanding the intricate responses of forest ecosystems to these changes is paramount. In this Special Issue, we collected 13 studies that introduce new methods, novel applications, and innovative designs to: i) model the impacts of climate change on medium- to long-term forest dynamics; ii) assess the impacts of climate change on the delivery of crucial ecosystem services across all forest ecosystems; and iii) analyze, assess, and quantify the impact of climate-induced disturbances on the forest carbon cycle, water dynamics, and overall forest productivity, utilizing data-driven, modelling, and dynamic approaches.
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Keywords
- 3-PG model
- bioclimatic variables
- biomass compatibility
- biomass volume
- boreal forest
- carbon content
- Carbon Cycle
- carbon density growth equation
- Carbon Dioxide
- carbon emission level
- carbon stocks
- Climate Change
- climatic effects on tree growth
- CO2 emission
- Cunninghamia lanceolata (Lamb.) Hook.
- dynamic site index models
- ecological model
- Environmental factors
- Equatorial Africa
- forest age
- forest biomass modeling
- Forest ecosystems
- Forest management
- forest soils
- forest thinning
- Geographical distribution
- GF-1
- height growth functions
- Helleborus thibetanus
- human activities
- humidity/aridity level
- hydrothermal regime
- image fusion
- Introduction
- joint species distribution model
- Last Glacial Maximum
- long-term observations
- LSTM
- Magnolia wufengensis
- Mask-RCNN
- MaxEnt
- mean seasonal cycle
- n/a
- NDVI
- niche
- nonlinear height growth models
- Northeast Asia
- Numerical Simulation
- Optimal Control
- Picea jezoensis
- precipitation
- process-based model
- species distribution
- species distribution modeling
- species distribution models
- spruce forest
- stand/top height
- statistical modeling
- suitable habitats
- Swin transformer
- temperature
- thema EDItEUR::P Mathematics and Science
- thema EDItEUR::P Mathematics and Science::PS Biology, life sciences
- thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAF Ecological science, the Biosphere
- Tjur R2
- vegetation dynamics
Links
DOI: 10.3390/books978-3-7258-1758-0Editions